IDEAS home Printed from https://ideas.repec.org/e/c/pfr76.html
   My authors  Follow this author

Markus Frölich
(Markus Froelich)

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Blog mentions

As found by EconAcademics.org, the blog aggregator for Economics research:
  1. Landmann, Andreas & Frölich, Markus, 2013. "Can Microinsurance Help Prevent Child Labor? An Impact Evaluation from Pakistan," IZA Discussion Papers 7337, Institute of Labor Economics (IZA).

    Mentioned in:

    1. Reducing child labor with micro-insurance
      by Economic Logician in Economic Logic on 2013-05-20 19:27:00

Wikipedia or ReplicationWiki mentions

(Only mentions on Wikipedia that link back to a page on a RePEc service)
  1. Markus Frölich & Almas Heshmati & Michael Lechner, 2004. "A microeconometric evaluation of rehabilitation of long-term sickness in Sweden," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(3), pages 375-396.

    Mentioned in:

    1. A microeconometric evaluation of rehabilitation of long-term sickness in Sweden (Journal of Applied Econometrics 2004) in ReplicationWiki ()

Working papers

  1. Hörner, Denise & Bouguen, Adrien & Frölich, Markus & Wollni, Meike, 2019. "The Effects of Decentralized and Video-based Extension on the Adoption of Integrated Soil Fertility Practices – Experimental Evidence from Ethiopia," 2019 Annual Meeting, July 21-23, Atlanta, Georgia 291314, Agricultural and Applied Economics Association.

    Cited by:

    1. Abate, Gashaw T. & Bernard, Tanguy & Makhija, Simrin & Spielman, David J., 2021. "Accelerating technical change through ICTs: Evidence from a video-mediated extension experiment in Ethiopia," Project notes December 2021, International Food Policy Research Institute (IFPRI).
    2. Manuela Fritz & Michael Grimm & Patrick Keilbart & Dimas Dwi Laksmana & Nathalie Luck & Martina Padmanabhan & Nurcahyaningtyas Subandi & Kristian Tamtomo, 2021. "Turning Indonesia Organic: Insights from Transdisciplinary Research on the Challenges of a Societal Transformation," Sustainability, MDPI, vol. 13(23), pages 1-20, November.
    3. Annemie Maertens & Hope Michelson & Vesall Nourani, 2021. "How Do Farmers Learn from Extension Services? Evidence from Malawi," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 569-595, March.
    4. Hörner,Denise & Bouguen,Adrien & Frölich,Markus & Wollni,Meike, 2021. "Knowledge and Adoption of Complex Agricultural Technologies : Evidence from an Extension Experiment," Policy Research Working Paper Series 9840, The World Bank.
    5. Grimm, Michael & Luck, Nathalie, 2020. "Can Training Enhance Adoption, Knowledge and Perception of Organic Farming Practices? Evidence from a Randomized Experiment in Indonesia," IZA Discussion Papers 13400, Institute of Labor Economics (IZA).

  2. Denise Hörner & Adrien Bouguen & Markus Frölich & Meike Wollni, 2019. "The Effects of Decentralized and Video-based Extension on the Adoption of Integrated Soil Fertility Management – Experimental Evidence from Ethiopia," NBER Working Papers 26052, National Bureau of Economic Research, Inc.

    Cited by:

    1. Abate, Gashaw T. & Bernard, Tanguy & Makhija, Simrin & Spielman, David J., 2021. "Accelerating technical change through ICTs: Evidence from a video-mediated extension experiment in Ethiopia," Project notes December 2021, International Food Policy Research Institute (IFPRI).
    2. Manuela Fritz & Michael Grimm & Patrick Keilbart & Dimas Dwi Laksmana & Nathalie Luck & Martina Padmanabhan & Nurcahyaningtyas Subandi & Kristian Tamtomo, 2021. "Turning Indonesia Organic: Insights from Transdisciplinary Research on the Challenges of a Societal Transformation," Sustainability, MDPI, vol. 13(23), pages 1-20, November.
    3. Annemie Maertens & Hope Michelson & Vesall Nourani, 2021. "How Do Farmers Learn from Extension Services? Evidence from Malawi," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 569-595, March.
    4. Grimm, Michael & Luck, Nathalie, 2020. "Can Training Enhance Adoption, Knowledge and Perception of Organic Farming Practices? Evidence from a Randomized Experiment in Indonesia," IZA Discussion Papers 13400, Institute of Labor Economics (IZA).

  3. Fischer, Torben & Frölich, Markus & Landmann, Andreas, 2018. "Adverse Selection in Low-Income Health Insurance Markets: Evidence from a RCT in Pakistan," IZA Discussion Papers 11751, Institute of Labor Economics (IZA).

    Cited by:

    1. Aurélien Baillon & Joseph Capuno & Owen O'Donnell & Carlos Tan & Kim van Wilgenburg, 2019. "Persistent Effects of Temporary Incentives: Evidence from a Nationwide Health Insurance Experiment," Tinbergen Institute Discussion Papers 19-078/V, Tinbergen Institute.
    2. Rema Hanna & Benjamin A. Olken, 2019. "The Challenges of Universal Health Insurance in Developing Countries: Evidence from a Large-scale Randomized Experiment in Indonesia," CID Working Papers 362, Center for International Development at Harvard University.
    3. Emmanuel Nshakira-Rukundo & Essa Chanie Mussa & Nathan Nshakira & Nicolas Gerber & Joachim von Braun, 2021. "Impact of community-based health insurance on utilisation of preventive health services in rural Uganda: a propensity score matching approach," International Journal of Health Economics and Management, Springer, vol. 21(2), pages 203-227, June.
    4. Abhijit Banerjee & Rema Hanna & Benjamin A Olken & Sudarno Sumarto, "undated". "The Challenges of Universal Health Insurance in Developing Countries: Evidence from a Large-scale Randomized Experiment in Indonesia," Working Papers 1994, Communications Section.
    5. Sudarno Sumarto & Abhijit Banerjee & Rema Hanna & Benjamin A Olken, "undated". "Tantangan Jaminan Kesehatan Semesta di Negara Berkembang: Bukti dari Eksperimen Acak Skala Besar di Indonesia," Working Papers 3526, Communications Section.

  4. Frölich, Markus & Huber, Martin, 2017. "Including Covariates in the Regression Discontinuity Design," IZA Discussion Papers 11138, Institute of Labor Economics (IZA).

    Cited by:

    1. Mazzocchi, Mario & Capacci, Sara & Biondi, Beatrice, 2022. "Causal inference on the impact of nutrition policies using observational data," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(01), April.
    2. Bury, Yannick & Feld, Lars P. & Köhler, Ekkehard A., 2022. "Do party ties increase transfer receipts in cooperative federalism? Evidence from Germany," Freiburg Discussion Papers on Constitutional Economics 22/9, Walter Eucken Institut e.V..
    3. Gary Cornwall & Beau Sauley, 2021. "Indirect effects and causal inference: reconsidering regression discontinuity," Journal of Spatial Econometrics, Springer, vol. 2(1), pages 1-28, December.
    4. Bertocchi, Graziella & Dimico, Arcangelo, 2020. "Bitter Sugar: Slavery and the Black Family," IZA Discussion Papers 13312, Institute of Labor Economics (IZA).
    5. Augusto Cerqua & Guido Pellegrini & Ornella Tarola, 2022. "Can regional policies shape migration flows?," Papers in Regional Science, Wiley Blackwell, vol. 101(3), pages 515-536, June.
    6. Matias D. Cattaneo & Rocio Titiunik, 2021. "Regression Discontinuity Designs," Papers 2108.09400, arXiv.org, revised Feb 2022.
    7. Yoici Arai & Taisuke Otsu & Myung Hwan Seo, 2022. "Regression discontinuity design with potentially many covariates," STICERD - Econometrics Paper Series 626, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    8. Atı̇la Abdulkadı̇roğlu & Joshua D. Angrist & Yusuke Narita & Parag Pathak, 2022. "Breaking Ties: Regression Discontinuity Design Meets Market Design," Econometrica, Econometric Society, vol. 90(1), pages 117-151, January.
    9. Alexander Krei{ss} & Christoph Rothe, 2021. "Inference in Regression Discontinuity Designs with High-Dimensional Covariates," Papers 2110.13725, arXiv.org, revised May 2022.
    10. Joshua Angrist, 2022. "Empirical Strategies in Economics: Illuminating the Path from Cause to Effect," NBER Working Papers 29726, National Bureau of Economic Research, Inc.
    11. Martin Huber & Yu‐Chin Hsu & Ying‐Ying Lee & Layal Lettry, 2020. "Direct and indirect effects of continuous treatments based on generalized propensity score weighting," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 814-840, November.
    12. Agarwal, Natasha & Chan, Jackie M.L. & Lodefalk, Magnus & Tang, Aili & Tano, Sofia & Wang, Zheng, 2023. "Mitigating information frictions in trade: Evidence from export credit guarantees," Journal of International Economics, Elsevier, vol. 145(C).
    13. Yu‐Chin Hsu & Shu Shen, 2021. "Testing monotonicity of conditional treatment effects under regression discontinuity designs," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(3), pages 346-366, April.
    14. Aline de Souza & Mônica Viegas Andrade & Kenya Valéria Micaela de Souza Noronha & Igor Viveiros Melo Souza, 2025. "Effect of age‐related premium readjustment on health insurance cancellation in Brazil: Regression discontinuity approach," Health Economics, John Wiley & Sons, Ltd., vol. 34(1), pages 3-17, January.
    15. Jonas Jessen & Daniel Kuehnle & Markus Wagner, 2021. "Is Voting Really Habit-Forming and Transformative? Long-Run Effects of Earlier Eligibility on Turnout and Political Involvement from the UK," Discussion Papers of DIW Berlin 1973, DIW Berlin, German Institute for Economic Research.
    16. Yusuke Narita & Kohei Yata, 2021. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Working Papers 2021-022, Human Capital and Economic Opportunity Working Group.
    17. Guimbeau, Amanda & Menon, Nidhiya, 2024. "Pensions and Depression: Gender-Disaggregated Evidence from the Elderly Poor in India," IZA Discussion Papers 17530, Institute of Labor Economics (IZA).
    18. Matias D. Cattaneo & Luke Keele & Rocio Titiunik, 2021. "Covariate Adjustment in Regression Discontinuity Designs," Papers 2110.08410, arXiv.org, revised Aug 2022.
    19. Bonfim, Diana & Custodio, Claudia & Raposo, Clara, 2022. "Supporting small firms through recessions and recoveries," CEPR Discussion Papers 17345, C.E.P.R. Discussion Papers.
    20. Diana Bonfim & Cláudia Custódio, 2021. "The sensitivity of SME’s investment and employment to the cost of debt financing," Working Papers w202115, Banco de Portugal, Economics and Research Department.
    21. Giovanna D'Inverno & Mike Smet & Kristof De Witte, 2020. "Impact evaluation in a multi-input multi-output setting: Evidence on the effect of additional resources for schools," Working Papers of LEER - Leuven Economics of Education Research 659615, KU Leuven, Faculty of Economics and Business (FEB), LEER - Leuven Economics of Education Research.
    22. Narita, Yusuke & Yata, Kohei, 2022. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," CEI Working Paper Series 2021-05, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    23. Huber, Martin & Imhof, David, 2018. "Machine Learning with Screens for Detecting Bid-Rigging Cartels," FSES Working Papers 494, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    24. Jun Ma & Zhengfei Yu, 2020. "Empirical Likelihood Covariate Adjustment for Regression Discontinuity Designs," Papers 2008.09263, arXiv.org, revised May 2024.
    25. Erasmo Giambona & Rafael P. Ribas, 2023. "Unveiling the Price of Obscenity: Evidence From Closing Prostitution Windows in Amsterdam," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(3), pages 677-705, June.
    26. Masayuki Sawada & Takuya Ishihara & Daisuke Kurisu & Yasumasa Matsuda, 2024. "Local-Polynomial Estimation for Multivariate Regression Discontinuity Designs," Papers 2402.08941, arXiv.org.
    27. Alexander Kreiss & Christoph Rothe, 2023. "Inference in regression discontinuity designs with high-dimensional covariates," The Econometrics Journal, Royal Economic Society, vol. 26(2), pages 105-123.
    28. Badunenko, Oleg & D’Inverno, Giovanna & De Witte, Kristof, 2023. "On distinguishing the direct causal effect of an intervention from its efficiency-enhancing effects," European Journal of Operational Research, Elsevier, vol. 310(1), pages 432-447.
    29. Martin E Andresen & Martin Huber, 2021. "Instrument-based estimation with binarised treatments: issues and tests for the exclusion restriction," The Econometrics Journal, Royal Economic Society, vol. 24(3), pages 536-558.
    30. Nicholas A. Bowman & Nayoung Jang & D. Martin Kivlighan & Nancy Schneider & Xiaomeng Ye, 2020. "The Impact of a Goal-Setting Intervention for Engineering Students on Academic Probation," Research in Higher Education, Springer;Association for Institutional Research, vol. 61(1), pages 142-166, February.
    31. Likai Chen & Georg Keilbar & Liangjun Su & Weining Wang, 2023. "Inference on many jumps in nonparametric panel regression models," Papers 2312.01162, arXiv.org, revised Jan 2025.
    32. Claudia Noack & Tomasz Olma & Christoph Rothe, 2021. "Flexible Covariate Adjustments in Regression Discontinuity Designs," Papers 2107.07942, arXiv.org, revised Dec 2024.
    33. Narita, Yusuke & Yata, Kohei, 2022. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Discussion Paper Series 730, Institute of Economic Research, Hitotsubashi University.
    34. Oliveira, Rodrigo & Motté, Henrique & Santos, Alei, 2023. "Do disadvantaged students benefit from attending classes with more skilled colleagues? Evidence from a top university in Brazil," Labour Economics, Elsevier, vol. 85(C).

  5. Fricke, Hans & Frölich, Markus & Huber, Martin & Lechner, Michael, 2015. "Endogeneity and non-response bias in treatment evaluation - nonparametric identification of causal effects by instruments," FSES Working Papers 459, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.

    Cited by:

    1. Lechner, Michael & Fricke, Hans & Steinmayr, Andreas, 2017. "The Effect of Physical Activity on Student Performance in College: An Experimental Evaluation," CEPR Discussion Papers 12052, C.E.P.R. Discussion Papers.
    2. Sokbae (Simon) Lee & Bernard Salanie, 2015. "Identifying effects of multivalued treatments," CeMMAP working papers CWP72/15, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    3. Huber, Martin & Wüthrich, Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," University of California at San Diego, Economics Working Paper Series qt4j29d8sc, Department of Economics, UC San Diego.
    4. Le-Yu Chen & Yu-Min Yen, 2021. "Estimations of the Local Conditional Tail Average Treatment Effect," Papers 2109.08793, arXiv.org, revised May 2024.
    5. Martin Huber & Anna Solovyeva, 2020. "Direct and Indirect Effects under Sample Selection and Outcome Attrition," Econometrics, MDPI, vol. 8(4), pages 1-25, December.
    6. Yuta Ota & Takahiro Hoshino & Taisuke Otsu, 2024. "Causal Inference With Auxiliary Observations," Keio-IES Discussion Paper Series 2024-022, Institute for Economics Studies, Keio University.
    7. Lukáš Lafférs & Bernhard Schmidpeter, 2021. "Early child development and parents' labor supply," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(2), pages 190-208, March.
    8. Martin Huber, 2020. "On the plausibility of the latent ignorability assumption," Papers 2006.01703, arXiv.org, revised Jun 2020.
    9. Kedagni, Desire, 2021. "Identifying treatment effects in the presence of confounded types," ISU General Staff Papers 202106050700001056, Iowa State University, Department of Economics.
    10. Possebom, Vitor, 2018. "Sharp bounds on the MTE with sample selection," MPRA Paper 89785, University Library of Munich, Germany.
    11. Vitor Possebom, 2019. "Sharp Bounds for the Marginal Treatment Effect with Sample Selection," Papers 1904.08522, arXiv.org.
    12. Heng Chen & Geoffrey Dunbar & Q. Rallye Shen, 2020. "The Mode is the Message: Using Predata as Exclusion Restrictions to Evaluate Survey Design," Advances in Econometrics, in: Essays in Honor of Cheng Hsiao, volume 41, pages 341-357, Emerald Group Publishing Limited.
    13. Huber, Martin & Wüthrich, Kaspar, 2017. "Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review," FSES Working Papers 479, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    14. Fricke, Hans & Lechner, Michael & Steinmayr, Andreas, 2018. "The effects of incentives to exercise on student performance in college," Economics of Education Review, Elsevier, vol. 66(C), pages 14-39.

  6. Bernard, Tanguy & Frölich, Markus & Landmann, Andreas & Unte, Pia Naima & Viceisza, Angelino & Wouterse, Fleur, 2015. "Building Trust in Rural Producer Organizations in Senegal: Results from a Randomized Controlled Trial," IZA Discussion Papers 9207, Institute of Labor Economics (IZA).

    Cited by:

    1. Tanguy Bernard & Pia Naima Dänzer & Markus Frölich & Andreas Landmann & Angelino Viceisza & Fleur Wouterse, 2021. "Building trust in rural producer organizations: results from a randomized controlled trial," Post-Print hal-03564917, HAL.
    2. Adjin, K. Christophe & Goundan, Anatole & Henning, Christian H. C. A. & Sarr, Saer, 2020. "Estimating the impact of agricultural cooperatives in Senegal: Propensity score matching and endogenous switching regression analysis," Working Papers of Agricultural Policy WP2020-10, University of Kiel, Department of Agricultural Economics, Chair of Agricultural Policy.
    3. Adjin, K. Christophe & Henning, Christian H. C. A., 2019. "Farmers organizations and food availability in Senegal: An impact analysis using a spatial econometrics approach," Working Papers of Agricultural Policy WP2019-07, University of Kiel, Department of Agricultural Economics, Chair of Agricultural Policy.

  7. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2015. "The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation," IZA Discussion Papers 8756, Institute of Labor Economics (IZA).

    Cited by:

    1. Czarnitzki, Dirk & Hünermund, Paul & Moshgbar, Nima, 2018. "Public procurement as policy instrument for innovation," ZEW Discussion Papers 18-001, ZEW - Leibniz Centre for European Economic Research.
    2. Stefan Tubbicke, 2020. "Entropy Balancing for Continuous Treatments," Papers 2001.06281, arXiv.org, revised May 2020.
    3. Albanese, Andrea & Cockx, Bart & Thuy, Yannick, 2015. "Working Time Reductions at the End of the Career: Do They Prolong the Time Spent in Employment?," IZA Discussion Papers 9619, Institute of Labor Economics (IZA).
    4. Albanese, Andrea & Cappellari, Lorenzo & Leonardi, Marco, 2017. "The Effects of Youth Labor Market Reforms: Evidence from Italian Apprenticeships," IZA Discussion Papers 10766, Institute of Labor Economics (IZA).
    5. Mengshan Xu & Taisuke Otsu, 2022. "Isotonic propensity score matching," Papers 2207.08868, arXiv.org, revised Jan 2025.
    6. Alex Bryson & Michael White, 2019. "HRM and Small-Firm Employee Motivation: Before and After the Great Recession," ILR Review, Cornell University, ILR School, vol. 72(3), pages 749-773, May.
    7. Stefania Cardinaleschi & Mirella Damiani & Fabrizio Pompei, 2020. "Knowledge-intensive sectors and the role of collective performance-related pay," Industry and Innovation, Taylor & Francis Journals, vol. 27(5), pages 480-512, May.
    8. Hugo Bodory & Martin Huber & Michael Lechner, 2022. "The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates," Papers 2212.07379, arXiv.org.
    9. Bensch, Gunther & Kluve, Jochen & Stöterau, Jonathan, 2016. "The market-based dissemination of modern-energy products as a business model for rural entrepreneurs: Evidence from Kenya," Ruhr Economic Papers 635, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    10. Lombardi, Stefano & van den Berg, Gerard J. & Vikström, Johan, 2020. "Empirical Monte Carlo evidence on estimation of Timing-of-Events models," Working Paper Series 2020:26, IFAU - Institute for Evaluation of Labour Market and Education Policy, revised 05 Jan 2021.
    11. Advani, Arun & Kitagawa, Toru & Sloczynski, Tymon, 2019. "Mostly Harmless Simulations? Using Monte Carlo Studies for Estimator Selection," CAGE Online Working Paper Series 411, Competitive Advantage in the Global Economy (CAGE).
    12. Andrea Albanese & Bart Cockx, 2015. "Permanent Wage Cost Subsidies for Older Workers. An Effective Tool for Increasing Working Time and Postponing Early Retirement?," CESifo Working Paper Series 5301, CESifo.
    13. Bryson, Alex & White, Michael, 2017. "HRM and Small-Firm Employee Motivation: Before and after the Recession," IZA Discussion Papers 10737, Institute of Labor Economics (IZA).
    14. Czarnitzki, Dirk & Hünermund, Paul & Moshgbar, Nima, 2020. "Public Procurement of Innovation: Evidence from a German Legislative Reform," International Journal of Industrial Organization, Elsevier, vol. 71(C).
    15. Lee, Ying-Ying, 2018. "Efficient propensity score regression estimators of multivalued treatment effects for the treated," Journal of Econometrics, Elsevier, vol. 204(2), pages 207-222.
    16. Advani, Arun & Sloczynski, Tymon, 2013. "Mostly Harmless Simulations? On the Internal Validity of Empirical Monte Carlo Studies," IZA Discussion Papers 7874, Institute of Labor Economics (IZA).
    17. Jeffrey Smith & Arthur Sweetman, 2016. "Viewpoint: Estimating the causal effects of policies and programs," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(3), pages 871-905, August.
    18. Arabsheibani, Gholamreza & Gupta, Prashant & Mishra, Tapas & Parhi, Mamata, 2018. "Wage differential between caste groups: Are younger and older cohorts different?," Economic Modelling, Elsevier, vol. 74(C), pages 10-23.
    19. Nadine Chami & Arthur Sweetman, 2019. "Payment models in primary health care: A driver of the quantity and quality of medical laboratory utilization," Health Economics, John Wiley & Sons, Ltd., vol. 28(10), pages 1166-1178, October.
    20. Zhang, Xue & Sweetman, Arthur, 2018. "Blended capitation and incentives: Fee codes inside and outside the capitated basket," Journal of Health Economics, Elsevier, vol. 60(C), pages 16-29.
    21. Alan P. Ker & Abdoul G. Sam, 2018. "Semiparametric estimation of the link function in binary-choice single-index models," Computational Statistics, Springer, vol. 33(3), pages 1429-1455, September.
    22. Taisuke Otsu & Mengshan Xu, 2022. "Isotonic propensity score matching," STICERD - Econometrics Paper Series 623, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    23. Bensch, Gunther & Kluve, Jochen & Stöterau, Jonathan, 2021. "The market-based dissemination of energy-access technologies as a business model for rural entrepreneurs: Evidence from Kenya," Resource and Energy Economics, Elsevier, vol. 66(C).

  8. Avdeenko, Alexandra & Bohne, Albrecht & Frölich, Markus & Kemper, Niels, 2015. "Overconfidence, Underconfidence, and the Use of Persuasive Messages in the Attainment of Savings Goals," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112982, Verein für Socialpolitik / German Economic Association.

    Cited by:

    1. Janina Isabel Steinert & Rucha Vasumati Satish & Felix Stips & Sebastian Vollmer, 2020. "Commitment or Concealment? Impacts and Use of a Portable Saving Device: Evidence from a Field Experiment in Urban India," Munich Papers in Political Economy 04, Munich School of Politics and Public Policy and the School of Management at the Technical University of Munich.
    2. Steinert, Janina Isabel & Cluver, Lucie Dale & Meinck, Franziska & Doubt, Jenny & Vollmer, Sebastian, 2018. "Household economic strengthening through financial and psychosocial programming: Evidence from a field experiment in South Africa," Journal of Development Economics, Elsevier, vol. 134(C), pages 443-466.

  9. Frölich, Markus & Huber, Martin, 2014. "Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables," IZA Discussion Papers 8280, Institute of Labor Economics (IZA).

    Cited by:

    1. Huber, Martin & Steinmayr, Andreas, 2017. "A Framework for Separating Individual Treatment Effects from Spillover, Interaction, and General Equilibrium Effects," IZA Discussion Papers 10648, Institute of Labor Economics (IZA).
    2. Kantorowicz, Jarosław & Köppl-Turyna, Monika, 2017. "Disentangling fiscal effects of local constitutions," Working Papers 06, Agenda Austria.
    3. Monsees, Daniel & Schmitz, Hendrik, 2023. "The effect of compulsory schooling on vaccination against COVID and Influenza," Ruhr Economic Papers 1011, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    4. Fabian Kosse & Thomas Deckers & Hannah Schildberg-Hörisch & Armin Falk, 2016. "The Formation of Prosociality: Causal Evidence on the Role of Social Environment," SOEPpapers on Multidisciplinary Panel Data Research 840, DIW Berlin, The German Socio-Economic Panel (SOEP).
    5. Denise Hörner & Adrien Bouguen & Markus Frölich & Meike Wollni, 2019. "The Effects of Decentralized and Video-based Extension on the Adoption of Integrated Soil Fertility Management – Experimental Evidence from Ethiopia," NBER Working Papers 26052, National Bureau of Economic Research, Inc.
    6. Kara E. Rudolph & Iván Díaz, 2022. "When the ends do not justify the means: Learning who is predicted to have harmful indirect effects," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(S2), pages 573-589, December.
    7. Francesco Longo & Karl Claxton & Stephen Martin & James Lomas, 2023. "More long‐term care for better healthcare and vice versa: investigating the mortality effects of interactions between these public sectors," Fiscal Studies, John Wiley & Sons, vol. 44(2), pages 189-216, June.
    8. Mensah, Edouard R. & Shinde, Nilesh & Kakpo, Ange T. & Djenontin, Ida N.S., 2024. "The human well-being outcomes of tree plantations in sub-Saharan Africa: A reassessment of evidence using longitudinal subnational-year data," Forest Policy and Economics, Elsevier, vol. 160(C).
    9. Christian Dippel & Robert Gold & Stephan Heblich & Rodrigo Pinto, 2017. "Instrumental Variables and Causal Mechanisms: Unpacking The Effect of Trade on Workers and Voters," NBER Working Papers 23209, National Bureau of Economic Research, Inc.
    10. Karim Bekhtiar, 2023. "The decline of manufacturing employment and the rise of the far-right in Austria," Economics working papers 2023-09, Department of Economics, Johannes Kepler University Linz, Austria.
    11. Alexia Lochmann & Hillel Rapoport & Biagio Speciale, 2019. "The effect of language training on immigrants’ economic integration: Empirical evidence from France," PSE-Ecole d'économie de Paris (Postprint) halshs-02096347, HAL.
    12. Wunsch, Conny & Strobl, Renate, 2018. "Identification of Causal Mechanisms Based on Between-Subject Double Randomization Designs," IZA Discussion Papers 11626, Institute of Labor Economics (IZA).
    13. Tadao Hoshino & Takahide Yanagi, 2018. "Treatment Effect Models with Strategic Interaction in Treatment Decisions," Papers 1810.08350, arXiv.org, revised Feb 2023.
    14. Guo, Xu & Li, Runze & Liu, Jingyuan & Zeng, Mudong, 2023. "Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic," Journal of Econometrics, Elsevier, vol. 235(1), pages 166-179.
    15. Ohrnberger, Julius & Anselmi, Laura & Fichera, Eleonora & Sutton, Matt, 2020. "The effect of cash transfers on mental health: Opening the black box – A study from South Africa," Social Science & Medicine, Elsevier, vol. 260(C).
    16. Huber, Martin & Wüthrich, Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," University of California at San Diego, Economics Working Paper Series qt4j29d8sc, Department of Economics, UC San Diego.
    17. Martin Huber & Yu‐Chin Hsu & Ying‐Ying Lee & Layal Lettry, 2020. "Direct and indirect effects of continuous treatments based on generalized propensity score weighting," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 814-840, November.
    18. Le-Yu Chen & Yu-Min Yen, 2021. "Estimations of the Local Conditional Tail Average Treatment Effect," Papers 2109.08793, arXiv.org, revised May 2024.
    19. Martin Huber & Anna Solovyeva, 2020. "Direct and Indirect Effects under Sample Selection and Outcome Attrition," Econometrics, MDPI, vol. 8(4), pages 1-25, December.
    20. Liu, Shilei & Xu, Jintao, 2019. "Livelihood mushroomed: Examining household level impacts of non-timber forest products (NTFPs) under new management regime in China's state forests," Forest Policy and Economics, Elsevier, vol. 98(C), pages 44-53.
    21. Oskorouchi, Hamid R. & Sousa-Poza, Alfonso & Bloom, David E., 2020. "The Long-Term Cognitive and Schooling Effects of Childhood Vaccinations in China," IZA Discussion Papers 13106, Institute of Labor Economics (IZA).
    22. Huber, Martin & Schelker, Mark & Strittmatter, Anthony, 2019. "Direct and Indirect Effects based on Changes-in- Changes," FSES Working Papers 508, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    23. Marco Doretti & Martina Raggi & Elena Stanghellini, 2022. "Exact parametric causal mediation analysis for a binary outcome with a binary mediator," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 31(1), pages 87-108, March.
    24. Deuchert, Eva & Huber, Martin & Schelker, Mark, 2017. "Direct and indirect effects based on difference-in-differences with an application to political preferences following the Vietnam draft lottery," FSES Working Papers 473, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    25. Gorgens, Tue & Meng, Xin & Zhao, Guochang, 2024. "Impact of Temporary Migration on Long-Run Economic Development: The Legacy of the Sent-down Youth Program," IZA Discussion Papers 16951, Institute of Labor Economics (IZA).
    26. Holm, Anders & Breen, Richard, 2023. "Causal Mediation in Panel Data – Estimation Based on Difference in Differences," SocArXiv kwscz_v1, Center for Open Science.
    27. Muhammad Shoukat Malik & Lubna Kanwal, 2018. "Impact of Corporate Social Responsibility Disclosure on Financial Performance: Case Study of Listed Pharmaceutical Firms of Pakistan," Journal of Business Ethics, Springer, vol. 150(1), pages 69-78, June.
    28. Soonwoo Kwon & Jonathan Roth, 2024. "Testing Mechanisms," Papers 2404.11739, arXiv.org.
    29. Shishir Shakya & Nabamita Dutta, 2024. "How Individualism Influences Female Financial Inclusion through Education: Evidence from Historical Prevalence of Infectious Diseases," Working Papers 24-03, Department of Economics, Appalachian State University.
    30. Shishir Shakya & Nabamita Dutta, 2024. "How Individualism Influences Female Financial Inclusion through Education: Evidence from Historical Prevalence of Infectious Diseases," Working Papers 24-07, Department of Economics, Appalachian State University.
    31. Guo, Xu & Li, Runze & Liu, Jingyuan & Zeng, Mudong, 2024. "Reprint: Statistical inference for linear mediation models with high-dimensional mediators and application to studying stock reaction to COVID-19 pandemic," Journal of Econometrics, Elsevier, vol. 239(2).
    32. Prifti, Ervin & Daidone, Silvio & Davis, Benjamin, 2019. "Causal pathways of the productive impacts of cash transfers: Experimental evidence from Lesotho," World Development, Elsevier, vol. 115(C), pages 258-268.
    33. Salm, Martin & Siflinger, Bettina & Xie, Mingjia, 2021. "The Effect of Retirement on Mental Health: Indirect Treatment Effects and Causal Mediation," Other publications TiSEM e28efa7f-8219-437c-a26d-2, Tilburg University, School of Economics and Management.
    34. Martin Huber, 2016. "Disentangling policy effects into causal channels," IZA World of Labor, Institute of Labor Economics (IZA), pages 259-259, May.
    35. Viviana Celli, 2019. "Causal Mediation Analysis in Economics: objectives, assumptions, models," Working Papers 12/19, Sapienza University of Rome, DISS.
    36. Jiawei Fu, 2024. "Extracting Mechanisms from Heterogeneous Effects: An Identification Strategy for Mediation Analysis," Papers 2403.04131, arXiv.org, revised Oct 2024.
    37. Lawrence, Jourdyn A. & Hsu, Yu-Tien & Cory, Hannah J. & Kawachi, Ichiro, 2024. "Racial discrimination and cognitive function: An instrumental variable analysis," Social Science & Medicine, Elsevier, vol. 363(C).
    38. Manu Navjeevan & Rodrigo Pinto & Andres Santos, 2023. "Identification and Estimation in a Class of Potential Outcomes Models," Papers 2310.05311, arXiv.org.
    39. Breda, Thomas & Grenet, Julien & Monnet, Marion & Van Effenterre, Clémentine, 2020. "Do Female Role Models Reduce the Gender Gap in Science? Evidence from French High Schools," IZA Discussion Papers 13163, Institute of Labor Economics (IZA).
    40. Bashar, Omar & Mallick, Debdulal, 2021. "Frequency of Shocks, Resilience and Shock Persistence: Evidence from Natural Disasters," MPRA Paper 107517, University Library of Munich, Germany.
    41. Viviana Celli, 2022. "Causal mediation analysis in economics: Objectives, assumptions, models," Journal of Economic Surveys, Wiley Blackwell, vol. 36(1), pages 214-234, February.
    42. Yu-Chin Hsu & Martin Huber & Yu-Min Yen, 2023. "Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning," Papers 2307.01049, arXiv.org.
    43. Yi-feng Zhang & Min-xuan Ji & Xiu-zhi Zheng, 2023. "Digital Economy, Agricultural Technology Innovation, and Agricultural Green Total Factor Productivity," SAGE Open, , vol. 13(3), pages 21582440231, August.
    44. Arthur Lewbel, 2018. "The Identification Zoo - Meanings of Identification in Econometrics," Boston College Working Papers in Economics 957, Boston College Department of Economics, revised 14 Dec 2019.
    45. Avdeenko, Alexandra & Frölich, Markus, 2020. "Research standards in empirical development economics: What’s well begun, is half done," World Development, Elsevier, vol. 127(C).
    46. Sung Jae Jun & Joris Pinkse & Haiqing Xu & Neşe Yıldız, 2016. "Multiple Discrete Endogenous Variables in Weakly-Separable Triangular Models," Econometrics, MDPI, vol. 4(1), pages 1-21, February.
    47. Bijwaard, G.E.; & Jones, A.M.;, 2019. "Education and life-expectancy and how the relationship is mediated through changes in behaviour: a principal stratification approach for hazard rates," Health, Econometrics and Data Group (HEDG) Working Papers 19/05, HEDG, c/o Department of Economics, University of York.

  10. Frölich, Markus & Huber, Martin, 2014. "Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition," IZA Discussion Papers 7972, Institute of Labor Economics (IZA).

    Cited by:

    1. Hans Fricke & Markus Frölich & Martin Huber & Michael Lechner, 2020. "Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(5), pages 481-504, August.
    2. Christophe Bell'ego & David Benatia & Vincent Dortet-Bernardet, 2023. "The Chained Difference-in-Differences," Papers 2301.01085, arXiv.org, revised Jan 2025.
    3. Huber, Martin & Wüthrich, Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," University of California at San Diego, Economics Working Paper Series qt4j29d8sc, Department of Economics, UC San Diego.
    4. Martin Huber & Anna Solovyeva, 2020. "Direct and Indirect Effects under Sample Selection and Outcome Attrition," Econometrics, MDPI, vol. 8(4), pages 1-25, December.
    5. Frölich, Markus & Huber, Martin, 2014. "Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables," IZA Discussion Papers 8280, Institute of Labor Economics (IZA).
    6. Martin Huber, 2020. "On the plausibility of the latent ignorability assumption," Papers 2006.01703, arXiv.org, revised Jun 2020.
    7. Possebom, Vitor, 2018. "Sharp bounds on the MTE with sample selection," MPRA Paper 89785, University Library of Munich, Germany.
    8. Kevin L. Cope, 2023. "Measuring law's normative force," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 20(4), pages 1005-1044, December.
    9. Kaitlin Anderson & Gema Zamarro & Jennifer Steele & Trey Miller, 2021. "Comparing Performance of Methods to Deal With Differential Attrition in Randomized Experimental Evaluations," Evaluation Review, , vol. 45(1-2), pages 70-104, February.
    10. Vitor Possebom, 2019. "Sharp Bounds for the Marginal Treatment Effect with Sample Selection," Papers 1904.08522, arXiv.org.
    11. Salm, Martin & Siflinger, Bettina & Xie, Mingjia, 2021. "The Effect of Retirement on Mental Health: Indirect Treatment Effects and Causal Mediation," Other publications TiSEM e28efa7f-8219-437c-a26d-2, Tilburg University, School of Economics and Management.
    12. Gayani Rathnayake & Akanksha Negi & Otavio Bartalotti & Xueyan Zhao, 2024. "Difference-in-Differences with Sample Selection," Papers 2411.09221, arXiv.org, revised Dec 2024.
    13. Huber, Martin & Wüthrich, Kaspar, 2017. "Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review," FSES Working Papers 479, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    14. Akanksha Negi, 2020. "Doubly weighted M-estimation for nonrandom assignment and missing outcomes," Papers 2011.11485, arXiv.org.
    15. Avdeenko, Alexandra & Frölich, Markus, 2020. "Research standards in empirical development economics: What’s well begun, is half done," World Development, Elsevier, vol. 127(C).

  11. Edmark, Karin & Frölich, Markus & Wondratschek, Verena, 2014. "Sweden’s School Choice Reform and Equality of Opportunity," Working Paper Series 1030, Research Institute of Industrial Economics.

    Cited by:

    1. Damm, Anna Piil & Mattana, Elena & Nielsen, Helena Skyt, 2022. "Effects of school displacement on academic achievement and wellbeing of ethnic minorities," Labour Economics, Elsevier, vol. 79(C).
    2. Sebhatu, Abiel & Wennberg, Karl & Lakomaa, Erik & Brandén, Maria, 2020. "Work Environment and Competition in Swedish Schools, 1999-2011," Ratio Working Papers 330, The Ratio Institute.
    3. Willén, Alexander, 2019. "Decentralization of wage determination. Evidence from a national teacher reform," Working Paper Series 2019:17, IFAU - Institute for Evaluation of Labour Market and Education Policy, revised 28 Jun 2019.
    4. Damm, Anna Piil & Mattana, Elena & Nielsen, Helena Skyt & Rouland, Benedicte, 2021. "Academic achievement and wellbeing of dual language learners: Evidence from a busing program," Journal of Urban Economics, Elsevier, vol. 126(C).
    5. Bonin, Holger, 2017. "The Potential Economic Benefits of Education of Migrants in the EU," IZA Research Reports 75, Institute of Labor Economics (IZA).
    6. Camarero Garcia, Sebastian, 2022. "Inequality of Educational Opportunities and the Role of Learning Intensity," Labour Economics, Elsevier, vol. 74(C).
    7. Effrosyni Taraza & Sofia Anastasiadou & Christos Papademetriou & Andreas Masouras, 2024. "Evaluation of Quality and Equality in Education Using the European Foundation for Quality Management Excellence Model—A Literature Review," Sustainability, MDPI, vol. 16(3), pages 1-28, January.
    8. Böhlmark, Anders & Holmlund, Helena & Lindahl, Mikael, 2015. "School choice and segregation: evidence from Sweden," Working Paper Series 2015:8, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    9. Anders Böhlmark & Helena Holmlund & Mikael Lindahl, 2016. "Parental choice, neighbourhood segregation or cream skimming? An analysis of school segregation after a generalized choice reform," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(4), pages 1155-1190, October.
    10. Edmark, Karin & Hussain, Iftikhar & Haelermans, Carla, 2024. "Unpacking the impact of voucher schools: evidence from Sweden," Working Paper Series 2024:17, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    11. Rebecca Diamond & Petra Persson, 2016. "The Long-term Consequences of Teacher Discretion in Grading of High-stakes Tests," NBER Working Papers 22207, National Bureau of Economic Research, Inc.
    12. Sebhatu, Abiel & Wennberg, Karl & Lakomaa, Erik & Brandén, Maria, 2021. "More Schools, Less Trouble? Competition and Schools’ Work Environment, Sweden 1999–2011," Working Papers 21/1, Stockholm School of Economics, Center for Educational Leadership and Excellence.

  12. Björn Vollan & Sebastian Prediger & Markus Frölich, 2013. "Co-managing common pool resources: Do formal rules have to be adapted to traditional ecological norms?," Working Papers 2013-15, Faculty of Economics and Statistics, Universität Innsbruck.

    Cited by:

    1. Blanco, Esther & Lopez, Maria Claudia & Villamayor-Tomas, Sergio, 2015. "Exogenous degradation in the commons: Field experimental evidence," Ecological Economics, Elsevier, vol. 120(C), pages 430-439.

  13. Wondratschek, Verena & Edmark, Karin & Frölich, Markus, 2013. "The Short- and Long-term Effects of School Choice on Student Outcomes – Evidence from a School Choice Reform in Sweden," Working Paper Series, Center for Labor Studies 2013:11, Uppsala University, Department of Economics.

    Cited by:

    1. Edmark, Karin & Frölich, Markus & Wondratschek, Verena, 2014. "Sweden's school choice reform and equality of opportunity," Labour Economics, Elsevier, vol. 30(C), pages 129-142.
    2. Manon Garrouste & Meryam Zaiem, 2020. "School supply constraints in track choices: A French study using high school openings," Post-Print hal-03129958, HAL.
    3. Sebhatu, Abiel & Wennberg, Karl & Lakomaa, Erik & Brandén, Maria, 2020. "Work Environment and Competition in Swedish Schools, 1999-2011," Ratio Working Papers 330, The Ratio Institute.
    4. Dennis Epple & Richard E. Romano & Miguel Urquiola, 2017. "School Vouchers: A Survey of the Economics Literature," Journal of Economic Literature, American Economic Association, vol. 55(2), pages 441-492, June.
    5. Taghizadeh, Jonas Larsson, 2020. "Effects of school closures on displaced students and future cohorts," Labour Economics, Elsevier, vol. 67(C).
    6. Андре К. & Парелиуссен Й. & Хван Х., 2020. "Шведские Школы: Результаты Работы, Социальное Происхождение Учащихся, Конкуренция И Эффективность (Пер. С Англ.)," Вопросы образования // Educational Studies Moscow, National Research University Higher School of Economics, issue 3, pages 8-36.
    7. Anders Böhlmark & Helena Holmlund & Mikael Lindahl, 2016. "Parental choice, neighbourhood segregation or cream skimming? An analysis of school segregation after a generalized choice reform," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(4), pages 1155-1190, October.
    8. Christophe André & Jon Pareliussen & Hyunjeong Hwang, 2020. "Swedish School Results, Student Background, Competition and Efficiency," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 3, pages 8-36.
    9. Sebhatu, Abiel & Wennberg, Karl & Lakomaa, Erik & Brandén, Maria, 2021. "More Schools, Less Trouble? Competition and Schools’ Work Environment, Sweden 1999–2011," Working Papers 21/1, Stockholm School of Economics, Center for Educational Leadership and Excellence.

  14. Landmann, Andreas & Vollan, Björn & Frölich, Markus, 2012. "Insurance versus Savings for the Poor: Why One Should Offer Either Both or None," IZA Discussion Papers 6298, Institute of Labor Economics (IZA).

    Cited by:

    1. Renate Strobl & Conny Wunsch, 2021. "Risky choices and solidarity: disentangling different behavioural channels," Experimental Economics, Springer;Economic Science Association, vol. 24(4), pages 1185-1214, December.
    2. Wunsch, Conny & Strobl, Renate, 2018. "Risky Choices and Solidarity: Why Experimental Design Matters," CEPR Discussion Papers 12995, C.E.P.R. Discussion Papers.
    3. Lenel, Friederike & Steiner, Susan, 2020. "Formal insurance and solidarity. Experimental evidence from Cambodia," Journal of Economic Behavior & Organization, Elsevier, vol. 174(C), pages 212-234.
    4. Grimm, Michael & Hartwig, Renate & Reitmann, Ann-Kristin & Bocoum, Fadima Yaya, 2020. "Can informal redistribution withstand formal safety nets? Insights from urban-rural transfers in Burkina Faso," Passauer Diskussionspapiere, Volkswirtschaftliche Reihe V-81-20, University of Passau, Faculty of Business and Economics.
    5. Strobl, Renate, 2022. "Background risk, insurance and investment behaviour: Experimental evidence from Kenya," Journal of Economic Behavior & Organization, Elsevier, vol. 202(C), pages 34-68.
    6. Meike Will & Jürgen Groeneveld & Karin Frank & Birgit Müller, 2021. "Informal risk-sharing between smallholders may be threatened by formal insurance: Lessons from a stylized agent-based model," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-18, March.
    7. Strobl, Renate & Wunsch, Conny, 2017. "Does Voluntary Risk Taking Affect Solidarity? Experimental Evidence from Kenya," IZA Discussion Papers 10906, Institute of Labor Economics (IZA).
    8. Plamen Nikolov & Matthew Bonci, 2020. "Do Public Program Benefits Crowd Out Private Transfers in Developing Countries? A Critical Review of Recent Evidence," Working Papers 2020-016, Human Capital and Economic Opportunity Working Group.
    9. Grimm, Michael & Hartwig, Renate & Reitmann, Ann-Kristin & Bocoum, Fadima Yaya, 2021. "Inter-household transfers: An empirical investigation of the income-transfer relationship with novel data from Burkina Faso," World Development, Elsevier, vol. 144(C).
    10. Johannes G. Jaspersen, 2016. "Hypothetical Surveys And Experimental Studies Of Insurance Demand: A Review," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 83(1), pages 217-255, January.
    11. Halefom Yigzaw Nigus & Eleonora Nillesen & Pierre Mohnen, 2024. "The effect of weather index insurance on social capital: Evidence from rural Ethiopia," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 91(1), pages 121-159, March.
    12. Czura, Kristina & Dequiedt, Vianney, 2015. "Willingness-to-pay for microinsurance and flexibility: Evidence from an agricultural investment lab-in-the-field experiment in Senegal," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112993, Verein für Socialpolitik / German Economic Association.
    13. Klohn, Florian & Strupat, Christoph, 2013. "Crowding out of Solidarity? – Public Health Insurance versus Informal Transfer Networks in Ghana," Ruhr Economic Papers 432, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    14. Nigus, Halefom & Nillesen, Eleonora & Mohnen, Pierre, 2018. "The effect of weather index insurance on social capital: Experimental evidence from Ethiopia," MERIT Working Papers 2018-007, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    15. Uri Gneezy & Alex Imas, 2016. "Lab in the Field: Measuring Preferences in the Wild," CESifo Working Paper Series 5953, CESifo.
    16. Martin Eling & Shailee Pradhan & Joan T Schmit, 2014. "The Determinants of Microinsurance Demand," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 39(2), pages 224-263, April.
    17. Lenel, Friederike & Steiner, Susan, 2017. "Insurance and Solidarity: Evidence from a Lab-in-the-Field Experiment in Cambodia," IZA Discussion Papers 10986, Institute of Labor Economics (IZA).
    18. Landmann, Andreas & Frölich, Markus, 2015. "Can health-insurance help prevent child labor? An impact evaluation from Pakistan," Journal of Health Economics, Elsevier, vol. 39(C), pages 51-59.
    19. Kunal Rajesh Lahoti & Shivani Hanji & Pratik Kamble & Kavita Vemuri, 2023. "Impact of Loss-Framing and Risk Attitudes on Insurance Purchase: Insights from a Game-like Interface Study," Papers 2310.13300, arXiv.org.
    20. Christian Biener & Martin Eling, 2013. "Recent Research Developments Affecting Nonlife Insurance—The CAS Risk Premium Project 2012 Update," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 16(2), pages 219-231, September.
    21. Strupat, Christoph & Klohn, Florian, 2018. "Crowding out of solidarity? Public health insurance versus informal transfer networks in Ghana," World Development, Elsevier, vol. 104(C), pages 212-221.
    22. Hanna Freudenreich & Marcela Ibanez & Stephan Dietrich & Oliver Musshoff, 2018. "Formal insurance, risk sharing, and the dynamics of other-regarding preferences," Department of Agricultural and Rural Development (DARE) Discussion Papers 266532, Georg-August-Universitaet Goettingen, Department of Agricultural Economics and Rural Development (DARE).

  15. Frölich, Markus & Melly, Blaise, 2010. "Quantile Treatment Effects in the Regression Discontinuity Design: Process Results and Gini Coefficient," IZA Discussion Papers 4993, Institute of Labor Economics (IZA).

    Cited by:

    1. Frölich, Markus & Melly, Blaise, 2008. "Quantile Treatment Effects in the Regression Discontinuity Design," IZA Discussion Papers 3638, Institute of Labor Economics (IZA).
    2. Biggeri, Mario & Burchi, Francesco & Ciani, Federico & Herrmann, Raoul, 2018. "Linking small-scale farmers to the durum wheat value chain in Ethiopia: Assessing the effects on production and wellbeing," Food Policy, Elsevier, vol. 79(C), pages 77-91.
    3. Caro, Juan Carlos, 2020. "Parental investments, socioemotional development and nutritional health in Chile," MPRA Paper 98867, University Library of Munich, Germany.
    4. Peter Howard-Jones & Jens Hölscher & Dragana Radicic, 2017. "Firm Productivity In The Western Balkans: The Impact Of European Union Membership And Access To Finance," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 62(215), pages 7-52, October –.
    5. Caro, Juan Carlos, 2020. "Child development and obesity prevention: evidence from the Chilean School Meals Program," MPRA Paper 98865, University Library of Munich, Germany.
    6. Biggeri, Mario & Carraro, Alessandro & Ciani, Federico & Romano, Donato, 2022. "Disentangling the impact of a multiple-component project on SDG dimensions: The case of durum wheat value chain development in Oromia (Ethiopia)," World Development, Elsevier, vol. 153(C).

  16. Michael Lechner & Markus Froelich, 2010. "Combining Matching and Nonparametric IV Estimation: Theory and an Application to the Evaluation of Active Labour Market Policies," University of St. Gallen Department of Economics working paper series 2010 2010-21, Department of Economics, University of St. Gallen.

    Cited by:

    1. John Engberg & Dennis Epple & Jason Imbrogno & Holger Sieg & Ron Zimmer, 2014. "Evaluating Education Programs That Have Lotteried Admission and Selective Attrition," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 27-63.
    2. Martin Huber & Giovanni Mellace, 2010. "Sharp IV bounds on average treatment effects under endogeneity and noncompliance," University of St. Gallen Department of Economics working paper series 2010 2010-31, Department of Economics, University of St. Gallen.

  17. Jean Bourdon & Markus Frölich & Katharina Michaelowa, 2010. "Teacher shortages, teacher contracts and their effect on education in Africa," Post-Print halshs-00426678, HAL.

    Cited by:

    1. Valente, Christine, 2019. "Primary education expansion and quality of schooling," Economics of Education Review, Elsevier, vol. 73(C).
    2. Stahlschmidt, Stephan & Eckardt, Matthias & Härdle, Wolfgang Karl, 2014. "Expectile treatment effects: An efficient alternative to compute the distribution of treatment effects," SFB 649 Discussion Papers 2014-059, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    3. Duflo, Esther & Dupas, Pascaline & Kremer, Michael, 2015. "School governance, teacher incentives, and pupil–teacher ratios: Experimental evidence from Kenyan primary schools," Journal of Public Economics, Elsevier, vol. 123(C), pages 92-110.
    4. Lei, Wang & Li, Mengjie & Zhang, Siqi & Sun, Yonglei & Sylvia, Sean & Yang, Enyan & Ma, Guangrong & Zhang, Linxiu & Mo, Di & Rozelle, Scott, 2018. "Contract teachers and student achievement in rural China: evidence from class fixed effects," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(2), April.
    5. Karthik Muralidharan & Venkatesh Sundararaman, 2013. "Contract Teachers: Experimental Evidence from India," NBER Working Papers 19440, National Bureau of Economic Research, Inc.
    6. Fagernäs, Sonja & Pelkonen, Panu, 2012. "Preferences and Skills of Indian Public Sector Teachers," IZA Discussion Papers 6563, Institute of Labor Economics (IZA).
    7. Sonja Fagernäs & Panu Pelkonen, 2011. "Whether to Hire Local Contract Teachers? Trade-off Between Skills and Preferences in India," Working Paper Series 1811, Department of Economics, University of Sussex Business School.
    8. Dreher, Axel & Poutvaara, Panu, 2011. "Foreign Students and Migration to the United States," World Development, Elsevier, vol. 39(8), pages 1294-1307, August.
    9. Carroll, David & Parasnis, Jaai & Tani, Massimiliano, 2018. "Teaching, Gender and Labour Market Incentives," IZA Discussion Papers 12027, Institute of Labor Economics (IZA).
    10. Todd Pugatch, 2017. "Is teacher certification an effective tool for developing countries?," IZA World of Labor, Institute of Labor Economics (IZA), pages 349-349, April.
    11. Liao, Wei, 2019. "“Weekday rural teachers, weekend urban spouses and parents”: A Chinese case of how alternative hiring policy influences teachers’ career decisions," International Journal of Educational Development, Elsevier, vol. 67(C), pages 53-63.
    12. Todd Pugatch & Elizabeth Schroeder, 2018. "Teacher pay and student performance: evidence from the Gambian hardship allowance," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 10(2), pages 249-276, April.
    13. Gundersen, Sara & McKay, Michael, 2019. "Reward or punishment? An examination of the relationship between teacher and parent behavior and test scores in the Gambia," International Journal of Educational Development, Elsevier, vol. 68(C), pages 20-34.

  18. Lechner, Michael & Frölich, Markus & Behncke, Stefanie, 2008. "A Caseworker Like Me - Does the Similarity between unemployed and Caseworker Increase Job Placements?," CEPR Discussion Papers 6784, C.E.P.R. Discussion Papers.

    Cited by:

    1. Martin, John P., 2014. "Activation and Active Labour Market Policies in OECD Countries: Stylized Facts and Evidence on their Effectiveness," IZA Policy Papers 84, Institute of Labor Economics (IZA).
    2. Huber, Martin & Lechner, Michael & Steinmayr, Andreas, 2012. "Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation," Economics Working Paper Series 1226, University of St. Gallen, School of Economics and Political Science.
    3. Martin Huber & Michael Lechner & Conny Wunsch, 2010. "How to control for many covariates? Reliable estimators based on the propensity score," University of St. Gallen Department of Economics working paper series 2010 2010-30, Department of Economics, University of St. Gallen.
    4. Martin, John P., 2016. "Whither Activation Policies? Reflections for the Future," IZA Policy Papers 114, Institute of Labor Economics (IZA).
    5. Yankova, Katerina, 2010. "Der Selektionsprozess in Maßnahmen der aktiven Arbeitsmarktpolitik : eine explorative Untersuchung für die deutsche Arbeitsvermittlung (The selection process in active labour market policy measures : ," IAB-Discussion Paper 201011, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].

  19. Frölich, Markus & Melly, Blaise, 2008. "Quantile Treatment Effects in the Regression Discontinuity Design," IZA Discussion Papers 3638, Institute of Labor Economics (IZA).

    Cited by:

    1. Yoichi Arai & Yu-Chin Hsu & Toru Kitagawa & Ismael Mourifié & Yuanyuan Wan, 2021. "Testing identifying assumptions in fuzzy regression discontinuity designs," CeMMAP working papers CWP16/21, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    2. Salima BOUAYAD AGHA & Nadine TURPIN & Lionel VEDRINE, 2013. "Au-Delà De La Moyenne : Les Effets Par Quantile De La Politique De Cohésion De L’Union Européenne," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 38, pages 27-48.
    3. Leopoldo Fergusson & Arturo Harker & Carlos Molina & Juan Camilo Yamín, 2023. "Political incentives and corruption evidence from ghost students," Documentos CEDE 20732, Universidad de los Andes, Facultad de Economía, CEDE.
    4. mouganie, pierre, 2014. "Conscription and the returns to education: Evidence from a regression discontinuity," MPRA Paper 62508, University Library of Munich, Germany, revised 10 Jan 2015.
    5. David Wuepper & Robert Finger, 2023. "Regression discontinuity designs in agricultural and environmental economics," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(1), pages 1-28.
    6. Ivan A. Canay & Vishal Kamat, 2017. "Approximate permutation tests and induced order statistics in the regression discontinuity design," CeMMAP working papers CWP21/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    7. Blaise Melly und Kaspar W thrich, 2016. "Local quantile treatment effects," Diskussionsschriften dp1605, Universitaet Bern, Departement Volkswirtschaft.
    8. Clarke, Damian & Llorca-Jaña, Manuel & Pailañir, Daniel, 2021. "The Use of Quantile Methods in Economic History," IZA Discussion Papers 14659, Institute of Labor Economics (IZA).
    9. Tommaso Gabrieli & Antonio F. Galvao, Jr. & Antonio F. Galvao, Jr., 2010. "Who Benefits from Reducing the Cost of Formality? Quantile Regression Discontinuity Analysis," Real Estate & Planning Working Papers rep-wp2010-11, Henley Business School, University of Reading.
    10. Chiang, Harold D. & Hsu, Yu-Chin & Sasaki, Yuya, 2019. "Robust uniform inference for quantile treatment effects in regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 211(2), pages 589-618.
    11. Guido Imbens & Karthik Kalyanaraman, 2010. "Optimal bandwidth choice for the regression discontinuity estimator," CeMMAP working papers CWP05/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    12. Victor Chernozhukov & Ivan Fernandez-Val & Blaise Melly & Kaspar Wüthrich, 2017. "Generic inference on quantile and quantile effect functions for discrete outcomes," CeMMAP working papers CWP23/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    13. Xu, Ke-Li, 2020. "Inference of local regression in the presence of nuisance parameters," Journal of Econometrics, Elsevier, vol. 218(2), pages 532-560.
    14. Steven F. Koch & Jeffrey S. Racine, 2013. "Health Care Facility Choice and User Fee Abolition: Regression Discontinuity in a Multinomial Choice Setting," Department of Economics Working Papers 2013-14, McMaster University.
    15. Pesola, Hanna Onerva & Sarvimäki, Matti, 2022. "Intergenerational Spillovers of Integration Policies: Evidence from Finland's Integration Plans," IZA Discussion Papers 15310, Institute of Labor Economics (IZA).
    16. Stahlschmidt, Stephan & Eckardt, Matthias & Härdle, Wolfgang Karl, 2014. "Expectile treatment effects: An efficient alternative to compute the distribution of treatment effects," SFB 649 Discussion Papers 2014-059, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    17. Yu-Chin Hsu & Ji-Liang Shiu & Yuanyuan Wan, 2023. "Testing Identification Conditions of LATE in Fuzzy Regression Discontinuity Designs," Working Papers tecipa-761, University of Toronto, Department of Economics.
    18. Koichiro Ito, 2015. "Asymmetric Incentives in Subsidies: Evidence from a Large-Scale Electricity Rebate Program," American Economic Journal: Economic Policy, American Economic Association, vol. 7(3), pages 209-237, August.
    19. Guy Tchuente & Johnson Kakeu & John Nana Francois, 2021. "The Forest Behind the Tree: Heterogeneity in How US Governor's Party Affects Black Workers," Papers 2110.00582, arXiv.org.
    20. Caro, Juan Carlos, 2020. "Parental investments, socioemotional development and nutritional health in Chile," MPRA Paper 98867, University Library of Munich, Germany.
    21. Jing You & Miguel Niño‐Zarazúa, 2019. "The Intergenerational Impact of China's New Rural Pension Scheme," Population and Development Review, The Population Council, Inc., vol. 45(S1), pages 47-95, December.
    22. Yu‐Chin Hsu & Shu Shen, 2021. "Testing monotonicity of conditional treatment effects under regression discontinuity designs," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(3), pages 346-366, April.
    23. Ling Li & Perry Singleton, 2019. "The Effect of Workplace Inspections on Worker Safety," ILR Review, Cornell University, ILR School, vol. 72(3), pages 718-748, May.
    24. Frölich, Markus & Huber, Martin, 2014. "Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables," IZA Discussion Papers 8280, Institute of Labor Economics (IZA).
    25. P. Givord & X. Dhaultfoeuille, 2013. "La régression quantile en pratique," Documents de Travail de l'Insee - INSEE Working Papers m2013-01, Institut National de la Statistique et des Etudes Economiques.
    26. Bernal Lobato, N., 2014. "Essays in applied microeconomics," Other publications TiSEM 9b638b3d-2f83-452a-b2c8-c, Tilburg University, School of Economics and Management.
    27. Hsu, Yu-Chin & Shen, Shu, 2019. "Testing treatment effect heterogeneity in regression discontinuity designs," Journal of Econometrics, Elsevier, vol. 208(2), pages 468-486.
    28. Pereda-Fernández, Santiago, 2023. "Identification and estimation of triangular models with a binary treatment," Journal of Econometrics, Elsevier, vol. 234(2), pages 585-623.
    29. Matti Sarvimäki & Hanna Pesola, 2022. "Intergenerational Spillovers of Integration Policies: Evidence from Finland’s Integration Plans," RF Berlin - CReAM Discussion Paper Series 2212, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    30. Villamizar-Villegas, Mauricio & Pinzón-Puerto, Freddy A. & Ruiz-Sánchez, María Alejandra, 2020. "A Comprehensive History of Regression Discontinuity Designs: An Empirical Survey of the last 60 Years," Working papers 38, Red Investigadores de Economía.
    31. Hiroaki Kaido & Kaspar Wüthrich, 2018. "Decentralization estimators for instrumental variable quantile regression models," CeMMAP working papers CWP72/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    32. Gerard, François & Rothe, Christoph & Rokkanen, Miikka, 2016. "Bounds on Treatment Effects in Regression Discontinuity Designs under Manipulation of the Running Variable, with an Application," CEPR Discussion Papers 11668, C.E.P.R. Discussion Papers.
    33. Ling Li & Shawn Rohlin & Perry Singleton, 2022. "Labor Unions and Workplace Safety," ILR Review, Cornell University, ILR School, vol. 75(2), pages 402-426, March.
    34. Joshua Angrist & Miikka Rokkanen, 2012. "Wanna Get Away? RD Identification Away from the Cutoff," NBER Working Papers 18662, National Bureau of Economic Research, Inc.
    35. Chiang, Harold D. & Sasaki, Yuya, 2019. "Causal inference by quantile regression kink designs," Journal of Econometrics, Elsevier, vol. 210(2), pages 405-433.
    36. Beshears, John, 2013. "The performance of corporate alliances: Evidence from oil and gas drilling in the Gulf of Mexico," Journal of Financial Economics, Elsevier, vol. 110(2), pages 324-346.
    37. Wüthrich, Kaspar, 2020. "A Comparison of Two Quantile Models With Endogeneity," University of California at San Diego, Economics Working Paper Series qt0q43931f, Department of Economics, UC San Diego.
    38. Bernal, Noelia & Carpio, Miguel A. & Klein, Tobias J., 2017. "The effects of access to health insurance: Evidence from a regression discontinuity design in Peru," Journal of Public Economics, Elsevier, vol. 154(C), pages 122-136.
    39. Gabrieli, T. & Galvao Jr, A. F. & Montes-Rojas, G., 2010. "Who benefits from reducing the cost of formality? Quantile regression discontinuity analysis," Working Papers 10/07, Department of Economics, City University London.
    40. Jing You & Miguel Niño-Zarazúa, 2017. "Smoothing or strengthening the 'Great Gatsby curve'?: The intergenerational impact of China's New Rural Pension Scheme," WIDER Working Paper Series wp-2017-199, World Institute for Development Economic Research (UNU-WIDER).
    41. Jin-young Choi & Myoung-jae Lee, 2017. "Regression discontinuity: review with extensions," Statistical Papers, Springer, vol. 58(4), pages 1217-1246, December.
    42. BERTANHA, Marinho, 2016. "Regression Discontinuity Design with Many Thresholds," LIDAM Discussion Papers CORE 2016026, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    43. Xiao Huang & Zhaoguo Zhan, 2020. "Local Composite Quantile Regression for Regression Discontinuity," Papers 2009.03716, arXiv.org, revised Oct 2021.
    44. Fe, Eduardo, 2012. "Efficient estimation in regression discontinuity designs via asymmetric kernels," MPRA Paper 38164, University Library of Munich, Germany.
    45. Bernal Lobato, Noelia & Carpio, M.A. & Klein, Tobias, 2017. "The effects of access to health insurance: Evidence from a regression discontinuity design in Peru," Other publications TiSEM 215d796f-09fd-4231-a02d-1, Tilburg University, School of Economics and Management.
    46. Choi, Jin-young & Lee, Myoung-jae, 2018. "Relaxing conditions for local average treatment effect in fuzzy regression discontinuity," Economics Letters, Elsevier, vol. 173(C), pages 47-50.
    47. Lee Myoung-Jae, 2017. "Regression Discontinuity with Errors in the Running Variable: Effect on Truthful Margin," Journal of Econometric Methods, De Gruyter, vol. 6(1), pages 1-8, January.
    48. Yu-Chin Hsu & Chung-Ming Kuan & Giorgio Teng-Yu Lo, 2017. "Quantile Treatment Effects in Regression Discontinuity Designs with Covariates," IEAS Working Paper : academic research 17-A009, Institute of Economics, Academia Sinica, Taipei, Taiwan.
    49. Camelo, Rafael & Ponczek, Vladimir, 2021. "Teacher Turnover and Financial Incentives in Underprivileged Schools: Evidence from a Compensation Policy in a Developing Country," Economics of Education Review, Elsevier, vol. 80(C).
    50. Xu, Ke-Li, 2017. "Regression discontinuity with categorical outcomes," Journal of Econometrics, Elsevier, vol. 201(1), pages 1-18.
    51. Stefan Boes & Dominik Hangartner & Lukas Schmid, 2011. "Identification of Causal Education Effects Using a Discontinuity in School Entry Tests: First Results from a Pilot Study," Diskussionsschriften dp1103, Universitaet Bern, Departement Volkswirtschaft.
    52. Matti Sarvimäki & Kari Hämäläinen, 2016. "Integrating Immigrants: The Impact of Restructuring Active Labor Market Programs," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 479-508.
    53. Todd Pugatch & Elizabeth Schroeder, 2018. "Teacher pay and student performance: evidence from the Gambian hardship allowance," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 10(2), pages 249-276, April.
    54. Caro, Juan Carlos, 2020. "Child development and obesity prevention: evidence from the Chilean School Meals Program," MPRA Paper 98865, University Library of Munich, Germany.
    55. Wüthrich, Kaspar, 2019. "A closed-form estimator for quantile treatment effects with endogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 219-235.
    56. Deng, Taotao & Hu, Yukun & Ma, Mulan, 2019. "Regional policy and tourism: A quasi-natural experiment," Annals of Tourism Research, Elsevier, vol. 74(C), pages 1-16.
    57. Yingying DONG & Ying-Ying LEE & Michael GOU, 2019. "Regression Discontinuity Designs with a Continuous Treatment," Discussion papers 19058, Research Institute of Economy, Trade and Industry (RIETI).
    58. Yingying Dong, 2012. "Regression Discontinuity Applications with Rounding Errors in the Running Variable," Working Papers 111206, University of California-Irvine, Department of Economics.
    59. Wu, Jia & Wei, Xiangdong & Zhang, Hongliang & Zhou, Xiang, 2019. "Elite schools, magnet classes, and academic performances: Regression-discontinuity evidence from China," China Economic Review, Elsevier, vol. 55(C), pages 143-167.
    60. François Gerard & Miikka Rokkanen & Christoph Rothe, 2020. "Bounds on treatment effects in regression discontinuity designs with a manipulated running variable," Quantitative Economics, Econometric Society, vol. 11(3), pages 839-870, July.
    61. Qin Zhou & Karen Eggleston & Gordon G. Liu, 2021. "Healthcare utilization at retirement in China," Health Economics, John Wiley & Sons, Ltd., vol. 30(11), pages 2618-2636, November.
    62. Bernal, Gloria L. & Penney, Jeffrey, 2019. "Scholarships and student effort: Evidence from Colombia’s Ser Pilo Paga program," Economics of Education Review, Elsevier, vol. 72(C), pages 121-130.
    63. Li, Yanan & Sunder, Naveen, 2024. "Distributional effects of education on mental health," Labour Economics, Elsevier, vol. 88(C).
    64. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    65. Miguel Ángel Carpio & Lucero Gómez & Pablo Lavado, 2021. "Does social health insurance spillover to student performance? Evidence from an RDD in Peru," Working Papers 178, Peruvian Economic Association.
    66. Dandan Xu & Michael J. Daniels & Almut G. Winterstein, 2018. "A Bayesian nonparametric approach to causal inference on quantiles," Biometrics, The International Biometric Society, vol. 74(3), pages 986-996, September.
    67. Daniel Burkhard, 2015. "Consumption smoothing at retirement: average and quantile treatment effects in the regression discontinuity design," Diskussionsschriften dp1512, Universitaet Bern, Departement Volkswirtschaft.

  20. Frölich, Markus & Melly, Blaise, 2008. "Identification of Treatment Effects on the Treated with One-Sided Non-Compliance," IZA Discussion Papers 3671, Institute of Labor Economics (IZA).

    Cited by:

    1. Carbuccia, Laudine & Heim, Arthur & Barone, Carlo & Chevallier, Coralie, 2024. "Investigating how administrative burden and search costs affect social inequalities in early childcare access, a randomised controlled trial," OSF Preprints w2ey7_v1, Center for Open Science.
    2. Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2016. "Program evaluation and causal inference with high-dimensional data," CeMMAP working papers 13/16, Institute for Fiscal Studies.
    3. Alexandre Belloni & Victor Chernozhukov & Ivan Fernandez-Val & Christian Hansen, 2014. "Program evaluation with high-dimensional data," CeMMAP working papers CWP33/14, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    4. Stephen G. Donald & Yu-Chin Hsu & Robert P. Lieli, 2010. "Inverse Propensity Score Weighted Estimation of Local Average Treatment Effects and a Test of the Unconfoundedness Assumption," CEU Working Papers 2012_9, Department of Economics, Central European University, revised 11 Aug 2010.
    5. Wüthrich, Kaspar, 2020. "A Comparison of Two Quantile Models With Endogeneity," University of California at San Diego, Economics Working Paper Series qt0q43931f, Department of Economics, UC San Diego.
    6. Carbuccia, Laudine & Heim, Arthur & Barone, Carlo & Chevallier, Coralie, 2024. "Investigating how administrative burden and search costs affect social inequalities in early childcare access, a randomised controlled trial," OSF Preprints w2ey7, Center for Open Science.
    7. Boris Kaiser & Christian Schmid, 2016. "Does Physician Dispensing Increase Drug Expenditures? Empirical Evidence from Switzerland," Health Economics, John Wiley & Sons, Ltd., vol. 25(1), pages 71-90, January.
    8. Deven E. Carlson & Felix Elwert & Nicholas Hillman & Alex Schmidt & Barbara L. Wolfe, 2019. "The Effects of Financial Aid Grant Offers on Postsecondary Educational Outcomes: New Experimental Evidence from the Fund for Wisconsin Scholars," NBER Working Papers 26419, National Bureau of Economic Research, Inc.
    9. Huber, Martin & Wüthrich, Kaspar, 2017. "Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review," FSES Working Papers 479, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    10. Peter M. Steiner & Yongnam Kim & Courtney E. Hall & Dan Su, 2017. "Graphical Models for Quasi-experimental Designs," Sociological Methods & Research, , vol. 46(2), pages 155-188, March.
    11. Phillip Heiler, 2022. "Efficient Covariate Balancing for the Local Average Treatment Effect," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(4), pages 1569-1582, October.
    12. Kazuhiko Shinoda & Takahiro Hoshino, 2022. "Orthogonal Series Estimation for the Ratio of Conditional Expectation Functions," Papers 2212.13145, arXiv.org.
    13. Bin Tang & Te-Tien Ting & Chyi-In Wu & Yue Ma & Di Mo & Wei-Ting Hung & Scott Rozelle, 2020. "The Impact of Online Computer Assisted Learning at Home for Disadvantaged Children in Taiwan: Evidence from a Randomized Experiment," Sustainability, MDPI, vol. 12(23), pages 1-16, December.

  21. Behncke, Stefanie & Frölich, Markus & Lechner, Michael, 2007. "Public Employment Services and Employers: How Important Are Networks with Firms?," IZA Discussion Papers 3005, Institute of Labor Economics (IZA).

    Cited by:

    1. Wifo, 2017. "WIFO-Monatsberichte, Heft 6/2017," WIFO Monatsberichte (monthly reports), WIFO, vol. 90(6), June.
    2. Maibom, Jonas & Rosholm, Michael & Svarer, Michael, 2012. "Experimental Evidence on the Effects of Early Meetings and Activation," IZA Discussion Papers 6970, Institute of Labor Economics (IZA).
    3. Rainer Eppel & Helmut Mahringer & Petra Sauer, 2017. "Österreich 2025 – Arbeitslosigkeit und die Rolle der aktiven Arbeitsmarktpolitik," WIFO Monatsberichte (monthly reports), WIFO, vol. 90(6), pages 493-505, June.
    4. Pierre Koning, 2009. "The effectiveness of Public Employment Service workers in the Netherlands," Empirical Economics, Springer, vol. 37(2), pages 393-409, October.

  22. Markus Frölich, 2007. "Regression discontinuity design with covariates," University of St. Gallen Department of Economics working paper series 2007 2007-32, Department of Economics, University of St. Gallen.

    Cited by:

    1. Atı̇la Abdulkadı̇roğlu & Joshua D. Angrist & Yusuke Narita & Parag Pathak, 2022. "Breaking Ties: Regression Discontinuity Design Meets Market Design," Econometrica, Econometric Society, vol. 90(1), pages 117-151, January.
    2. Reto Foellmi & Stefan Legge & Lukas Schmid, 2016. "Do Professionals Get It Right? Limited Attention and Risk‐taking Behaviour," Economic Journal, Royal Economic Society, vol. 0(592), pages 724-755, May.
    3. Frölich, Markus & Melly, Blaise, 2008. "Quantile Treatment Effects in the Regression Discontinuity Design," IZA Discussion Papers 3638, Institute of Labor Economics (IZA).
    4. Bartalotti, Otávio C. & Calhoun, Gray & He, Yang, 2016. "Bootstrap Confidence Intervals for Sharp Regression Discontinuity Designs with the Uniform Kernel," Staff General Research Papers Archive 3394, Iowa State University, Department of Economics.
    5. Marcelo Bergolo & Estefanía Galván, 2018. "Intra-household Behavioral Responses to Cash Transfer Programs. Evidence from a Regression Discontinuity Design," Post-Print hal-01725328, HAL.
    6. Legge, Stefan & Schmid, Lukas, 2016. "Media attention and betting markets," European Economic Review, Elsevier, vol. 87(C), pages 304-333.
    7. Nadiia Matsiuk, 2022. "Thrive, survive, or perish: The impact of regional autonomy on the demographic dynamics of Italian Alpine territories," Journal of Regional Science, Wiley Blackwell, vol. 62(5), pages 1512-1558, November.
    8. Yusuke Narita & Kohei Yata, 2021. "Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules," Working Papers 2021-022, Human Capital and Economic Opportunity Working Group.
    9. Tohari, Achmad & Parsons, Christopher & Rammohan, Anu, 2021. "Literacy and Information," IZA Discussion Papers 14358, Institute of Labor Economics (IZA).
    10. Achmad Tohari & Christopher Parsons & Anu Rammohan, 2017. "Does Information Empower the Poor? Evidence from Indonesia’s Social Security Card," Working Papers id:12241, eSocialSciences.
    11. Ciani, Emanuele, 2016. "Retirement, pension eligibility and home production," Labour Economics, Elsevier, vol. 38(C), pages 106-120.
    12. Hidano, Noboru & Hoshino, Tadao & Sugiura, Ayako, 2015. "The effect of seismic hazard risk information on property prices: Evidence from a spatial regression discontinuity design," Regional Science and Urban Economics, Elsevier, vol. 53(C), pages 113-122.
    13. Tohari, Achmad & Parsons, Christopher & Rammohan, Anu, 2017. "Does Information Empower the Poor? Evidence from Indonesia's Social Security Card," IZA Discussion Papers 11137, Institute of Labor Economics (IZA).

  23. Behncke, Stefanie & Frölich, Markus & Lechner, Michael, 2007. "Targeting Labour Market Programmes: Results from a Randomized Experiment," IZA Discussion Papers 3085, Institute of Labor Economics (IZA).

    Cited by:

    1. Weber, Andrea, 2008. "Individual Incentives in Program Participation: Splitting up the Process in Assignment and Enrollment," IZA Discussion Papers 3404, Institute of Labor Economics (IZA).
    2. Debopam Bhattacharya & Pascaline Dupas, 2008. "Inferring Welfare Maximizing Treatment Assignment under Budget Constraints," NBER Working Papers 14447, National Bureau of Economic Research, Inc.
    3. Christopher J. O'Leary & Salomon Orellana & Kevin Doyle & Randall W. Eberts & Ben Damerow & Amy Myers & Kenneth Kline & Anna Wilcoxson & Beth C. Truesdale & Scott Powell, 2023. "Predictive Analytics Supporting Labor Market Success: A Career Explorer for Job Seekers and Workforce Professionals in Michigan," Upjohn Working Papers 23-391, W.E. Upjohn Institute for Employment Research.
    4. Bolhaar, Jonneke & Ketel, Nadine & van der Klaauw, Bas, 2020. "Caseworker's discretion and the effectiveness of welfare-to-work programs," Journal of Public Economics, Elsevier, vol. 183(C).
    5. Staghøj, Jonas & Svarer, Michael & Rosholm, Michael, 2007. "A Statistical Programme Assignment Model," IZA Discussion Papers 3165, Institute of Labor Economics (IZA).
    6. Oscar Mitnik, 2008. "How do Training Programs Assign Participants to Training? Characterizing the Assignment Rules of Government Agencies for Welfare-to-Work Programs in California," Working Papers 0907, University of Miami, Department of Economics.
    7. Philip J. O’Connell & Seamus Mcguinness & Elish Kelly, 2012. "The Transition from Short- to Long-Term Unemployment: A Statistical Profiling Model for Ireland," The Economic and Social Review, Economic and Social Studies, vol. 43(1), pages 135-164.
    8. Jonathan M.V. Davis & Sara B. Heller, 2017. "Rethinking the Benefits of Youth Employment Programs: The Heterogeneous Effects of Summer Jobs," NBER Working Papers 23443, National Bureau of Economic Research, Inc.
    9. Jonas Staghøj & Michael Svarer & Michael Rosholm, 2010. "Choosing the Best Training Programme: Is there a Case for Statistical Treatment Rules?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(2), pages 172-201, April.
    10. Luis Ayala & Magdalena Rodríguez, 2010. "Evaluating welfare reform under program heterogeneity and alternative measures of success," Working Papers 186, ECINEQ, Society for the Study of Economic Inequality.
    11. Pierre Koning, 2009. "The effectiveness of Public Employment Service workers in the Netherlands," Empirical Economics, Springer, vol. 37(2), pages 393-409, October.
    12. Uri Shalit, 2022. "Commentary on “Causal Decision Making and Causal Effect Estimation Are Not the Same…and Why It Matters”," INFORMS Joural on Data Science, INFORMS, vol. 1(1), pages 19-20, April.
    13. Mira Bierbaum & Eleonora E M Nillesen, 2021. "Sustaining the integrity of the threatened self: A cluster-randomised trial among social assistance applicants in the Netherlands," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-21, June.
    14. Djebbari, Habiba & Smith, Jeffrey A., 2008. "Heterogeneous Impacts in PROGRESA," IZA Discussion Papers 3362, Institute of Labor Economics (IZA).
    15. Bas van der Klaauw & Sandra Vriend, 2015. "A Nonparametric Method for Predicting Survival Probabilities," Tinbergen Institute Discussion Papers 15-126/V, Tinbergen Institute.
    16. Assadi, Anahita & Lundin, Martin, 2015. "Tenure and street-level bureaucrats: how assessment tools are used at the frontline of the public sector," Working Paper Series 2015:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    17. Reinhard Hujer, 2011. "Mikroökonometrie und Kausalität: Zur Bedeutung arbeitsmarktpolitischer Evaluationsstudien," AStA Wirtschafts- und Sozialstatistisches Archiv, Springer;Deutsche Statistische Gesellschaft - German Statistical Society, vol. 5(1), pages 5-18, March.

  24. Behncke, Stefanie & Frölich, Markus & Lechner, Michael, 2007. "Unemployed and Their Caseworkers: Should They Be Friends or Foes?," IZA Discussion Papers 3149, Institute of Labor Economics (IZA).

    Cited by:

    1. Wifo, 2017. "WIFO-Monatsberichte, Heft 6/2017," WIFO Monatsberichte (monthly reports), WIFO, vol. 90(6), June.
    2. Martin, John P., 2014. "Activation and Active Labour Market Policies in OECD Countries: Stylized Facts and Evidence on their Effectiveness," IZA Policy Papers 84, Institute of Labor Economics (IZA).
    3. Martin Huber & Michael Lechner & Giovanni Mellace, 2017. "Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 180-183, March.
    4. Margaretha Buurman & Robert Dur, 2008. "Incentives and the Sorting of Altruistic Agents into Street-Level Bureaucracies," Tinbergen Institute Discussion Papers 08-113/1, Tinbergen Institute, revised 14 Oct 2010.
    5. Cairo, Sofie & Mahlstedt, Robert, 2021. "Transparency of the Welfare System and Labor Market Outcomes of Unemployed Workers," IZA Discussion Papers 14940, Institute of Labor Economics (IZA).
    6. Joachim Wilde, 2020. "What drives trust of long-term unemployed in their caseworkers? An empirical analysis using experimental data," IEER Working Papers 118, Institute of Empirical Economic Research, Osnabrueck University.
    7. Michael C Knaus & Michael Lechner & Anthony Strittmatter, 2021. "Machine learning estimation of heterogeneous causal effects: Empirical Monte Carlo evidence," The Econometrics Journal, Royal Economic Society, vol. 24(1), pages 134-161.
    8. Doerr, Annabelle & Strittmatter, Anthony, 2014. "Assignment Mechanisms, Selection Criteria, and the Effectiveness of Training Programs," Economics Working Paper Series 1421, University of St. Gallen, School of Economics and Political Science, revised May 2017.
    9. Caliendo, Marco & Künn, Steffen & Mahlstedt, Robert, 2022. "The Intended and Unintended Effects of Promoting Labor Market Mobility," IZA Discussion Papers 15011, Institute of Labor Economics (IZA).
    10. Lechner, Michael & Strittmatter, Anthony & Knaus, Michael C., 2017. "Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach," CEPR Discussion Papers 12224, C.E.P.R. Discussion Papers.
    11. Joachim Wilde, 2022. "What drives trust of the long‐term unemployed in their caseworkers?," LABOUR, CEIS, vol. 36(2), pages 231-250, June.
    12. Althin, Rikard & Behrenz, Lars & Färe, Rolf & Grosskopf, Shawna & Mellander, Erik, 2010. "Swedish employment offices: A new model for evaluating effectiveness," European Journal of Operational Research, Elsevier, vol. 207(3), pages 1535-1544, December.
    13. Stefanie Behncke, 2012. "Does retirement trigger ill health?," Health Economics, John Wiley & Sons, Ltd., vol. 21(3), pages 282-300, March.
    14. Rotger, Gabriel Pons & Gørtz, Mette & Storey, David J., 2012. "Assessing the effectiveness of guided preparation for new venture creation and performance: Theory and practice," Journal of Business Venturing, Elsevier, vol. 27(4), pages 506-521.
    15. Briggs Depew & Ozkan Eren & Naci Mocan, 2017. "Judges, Juveniles, and In-Group Bias," Journal of Law and Economics, University of Chicago Press, vol. 60(2), pages 209-239.
    16. Arni, Patrick & van den Berg, Gerard J. & Lalive, Rafael, 2015. "Treatment versus Regime Effects of Carrots and Sticks," IZA Discussion Papers 9457, Institute of Labor Economics (IZA).
    17. Rainer Eppel & Marian Fink & Helmut Mahringer, 2016. "Die Wirkung zentraler Interventionen des AMS im Prozess der Vermittlung von Arbeitslosen," WIFO Studies, WIFO, number 59029.
    18. Jonas Maibom, 2023. "The Welfare Effects Of Mandatory Reemployment Programs: Combining A Structural Model And Experimental Data," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 64(2), pages 607-640, May.
    19. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
    20. Gerard J. Van den Berg & Iris Kesternich & Gerrit Müller & Bettina Siflinger, 2019. "Reciprocity and the Interaction between the Unemployed and the Caseworker," CESifo Working Paper Series 7947, CESifo.
    21. Maibom, Jonas & Rosholm, Michael & Svarer, Michael, 2012. "Experimental Evidence on the Effects of Early Meetings and Activation," IZA Discussion Papers 6970, Institute of Labor Economics (IZA).
    22. Humlum, Anders & Munch, Jakob R. & Rasmussen, Mette, 2023. "What Works for the Unemployed? Evidence from Quasi-Random Caseworker Assignments," IZA Discussion Papers 16033, Institute of Labor Economics (IZA).
    23. Maibom, Jonas, 2021. "The Welfare Effects of Mandatory Reemployment Programs: Combining a Structural Model and Experimental Data," IZA Discussion Papers 14866, Institute of Labor Economics (IZA).
    24. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2015. "The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation," IZA Discussion Papers 8756, Institute of Labor Economics (IZA).
    25. Rainer Eppel & Helmut Mahringer & Petra Sauer, 2017. "Österreich 2025 – Arbeitslosigkeit und die Rolle der aktiven Arbeitsmarktpolitik," WIFO Monatsberichte (monthly reports), WIFO, vol. 90(6), pages 493-505, June.
    26. Alaimo, Veronica & Bosch, Mariano & Kaplan, David S. & Pagés, Carmen & Ripani, Laura, 2015. "Jobs for Growth," IDB Publications (Books), Inter-American Development Bank, number 7203, December.
    27. Nina Granqvist & Pathric Hägglund & Stina Jakobsson, 2017. "Caseworkers’ attitudes: Do they matter?," Empirical Economics, Springer, vol. 52(4), pages 1271-1288, June.
    28. Marco Caliendo & Robert Mahlstedt & Aiko Schmei{ss}er & Sophie Wagner, 2023. "The Accuracy of Job Seekers' Wage Expectations," Papers 2309.14044, arXiv.org, revised Sep 2024.
    29. Pierre Koning, 2009. "The effectiveness of Public Employment Service workers in the Netherlands," Empirical Economics, Springer, vol. 37(2), pages 393-409, October.
    30. Huber, Martin & Lechner, Michael & Steinmayr, Andreas, 2012. "Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation," Economics Working Paper Series 1226, University of St. Gallen, School of Economics and Political Science.
    31. Martin Huber & Michael Lechner & Conny Wunsch, 2010. "How to control for many covariates? Reliable estimators based on the propensity score," University of St. Gallen Department of Economics working paper series 2010 2010-30, Department of Economics, University of St. Gallen.
    32. Rainer Eppel & Helmut Mahringer & Andrea Weber, 2014. "Job Search Behaviour and Job Search Success of the Unemployed," WIFO Working Papers 471, WIFO.
    33. Martin, John P., 2016. "Whither Activation Policies? Reflections for the Future," IZA Policy Papers 114, Institute of Labor Economics (IZA).
    34. Ehlert, Christoph, 2013. "Did Customers Benefit from the Reorganisation of Customer Management in German Employment Agencies?," Ruhr Economic Papers 462, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.

  25. Markus Froelich & Jean Bourdon & Katharina Michaelowa, 2007. "Teacher Shortages, Teacher Contracts and their Impact on Education in Africa," University of St. Gallen Department of Economics working paper series 2007 2007-20, Department of Economics, University of St. Gallen.

    Cited by:

    1. Falch, Torberg & Fischer, Justina AV, 2008. "Does a generous welfare state crowd out student effort? Panel data evidence from international student tests," SSE/EFI Working Paper Series in Economics and Finance 694, Stockholm School of Economics.
    2. Ayako Wakano, 2016. "The effect of ratio between PTA teachers and Government employed teachers on Education outcomes in Kenya Primary Schools," Discussion Papers in Economics and Business 16-14, Osaka University, Graduate School of Economics.
    3. Al-Samarrai, Samer & Shrestha, Unika & Hasan, Amer & Nakajima, Nozomi & Santoso, Santoso & Wijoyo, Wisnu Harto Adi, 2018. "Introducing a performance-based component into Jakarta's school grants: What do we know about its impact after three years?," Economics of Education Review, Elsevier, vol. 67(C), pages 110-136.
    4. Luis Beccaria & Pablo Alfredo Gluzmann, 2013. "Medición de los Ingresos y la Pobreza Oficial en América Latina y el Caribe," CEDLAS, Working Papers 0148, CEDLAS, Universidad Nacional de La Plata.
    5. Karthik Muralidharan & Venkatesh Sundararaman, 2013. "Contract Teachers: Experimental Evidence from India," NBER Working Papers 19440, National Bureau of Economic Research, Inc.
    6. Jean Bourdon & Markus Frölich & Katharina Michaelowa, 2010. "Teacher shortages, teacher contracts and their effect on education in Africa," Post-Print halshs-00426678, HAL.
    7. Ayako Wakano, 2016. "The effect of locally hired teachers on school outcomes (the Dose response function estimation evidence from Kenya)," Discussion Papers in Economics and Business 16-15, Osaka University, Graduate School of Economics.
    8. Barbara Bruns & Deon Filmer & Harry Anthony Patrinos, 2011. "Making Schools Work : New Evidence on Accountability Reforms," World Bank Publications - Books, The World Bank Group, number 2270.
    9. Dreher, Axel & Poutvaara, Panu, 2011. "Foreign Students and Migration to the United States," World Development, Elsevier, vol. 39(8), pages 1294-1307, August.
    10. Sebastian Galiani & Ricardo Perez-Truglia, 2013. "School Management in Developing Countries," CEDLAS, Working Papers 0147, CEDLAS, Universidad Nacional de La Plata.
    11. Sangeeta Goyal & Priyanka Pandey, 2013. "Contract teachers in India," Education Economics, Taylor & Francis Journals, vol. 21(5), pages 464-484, December.

  26. Markus Frölich & Blaise Melly, 2007. "Unconditional quantile treatment effects under endogeneity," CeMMAP working papers CWP32/07, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.

    Cited by:

    1. Yu-Chin Hsu & Ta-Cheng Huang & Haiqing Xu, 2018. "Testing for Unobserved Heterogeneous Treatment Effects with Observational Data," Papers 1803.07514, arXiv.org, revised Aug 2021.
    2. Xu, Xiu & Wang, Weining & Shin, Yongcheol, 2020. "Dynamic Spatial Network Quantile Autoregression," IRTG 1792 Discussion Papers 2020-024, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    3. Winter, Joachim & Crossley, Thomas & de Bresser, Jochem & Delaney, Liam, 2014. "Can Survey Participation Alter Household Saving Behavior?," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100379, Verein für Socialpolitik / German Economic Association.
    4. Manda, Julius & Feleke, Shiferaw & Mutungi, Christopher & Tufa, Adane H. & Mateete, Bekunda & Abdoulaye, Tahirou & Alene, Arega D., 2024. "Assessing the speed of improved postharvest technology adoption in Tanzania: The role of social learning and agricultural extension services," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    5. Antecol, Heather & Eren, Ozkan & Ozbeklik, Serkan, 2013. "The Effect of Teach for America on the Distribution of Student Achievement in Primary School: Evidence from a Randomized Experiment," IZA Discussion Papers 7296, Institute of Labor Economics (IZA).
    6. Santiago Pereda-Fernández, 2024. "Estimation of counterfactual distributions with a continuous endogenous treatment," Econometric Reviews, Taylor & Francis Journals, vol. 43(8), pages 595-637, September.
    7. Luc Behaghel & Clément de Chaisemartin & Marc Gurgand, 2017. "Ready for Boarding? The Effects of a Boarding School for Disadvantaged Students," American Economic Journal: Applied Economics, American Economic Association, vol. 9(1), pages 140-164, January.
    8. Pedro H. C. Sant'Anna & Xiaojun Song & Qi Xu, 2022. "Covariate distribution balance via propensity scores," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(6), pages 1093-1120, September.
    9. Natalya Presman & Tanya Suhoy, 2024. "How have government housing programs affected developers' bids in Israel Land Authority land tenders?," Bank of Israel Working Papers 2024.08, Bank of Israel.
    10. Blaise Melly und Kaspar W thrich, 2016. "Local quantile treatment effects," Diskussionsschriften dp1605, Universitaet Bern, Departement Volkswirtschaft.
    11. Thanos Mergoupis & Robertas Zubrickas, 2024. "Work experience, information revelation, and study effort," Oxford Economic Papers, Oxford University Press, vol. 76(2), pages 495-513.
    12. Silliman, Mikko & Virtanen, Hanna, 2019. "Labor Market Returns to Vocational Secondary Education," ETLA Working Papers 65, The Research Institute of the Finnish Economy.
    13. Timothy Park & Steve Martinez & Mohammed Ibrahim, 2024. "Sales performance of direct food marketers: African American‐led operations," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 46(1), pages 255-274, March.
    14. Callaway, Brantly & Li, Tong & Oka, Tatsushi, 2018. "Quantile treatment effects in difference in differences models under dependence restrictions and with only two time periods," Journal of Econometrics, Elsevier, vol. 206(2), pages 395-413.
    15. Markus Frolich & Blaise Melly, 2010. "Estimation of quantile treatment effects with Stata," Stata Journal, StataCorp LLC, vol. 10(3), pages 423-457, September.
    16. Jun Ma & Vadim Marmer & Zhengfei Yu, 2021. "Inference on Individual Treatment Effects in Nonseparable Triangular Models," Papers 2107.05559, arXiv.org, revised Feb 2023.
    17. Juan Jung & Enrique López-Bazo & Matteo Grazzi, 2017. "Internet and enterprise productivity: evidence from Latin America," IREA Working Papers 201709, University of Barcelona, Research Institute of Applied Economics, revised May 2017.
    18. Giulio Bosio, 2014. "The Implications of Temporary Jobs on the Distribution of Wages in Italy: An Unconditional IVQTE Approach," LABOUR, CEIS, vol. 28(1), pages 64-86, March.
    19. Max Groneck & Frederic Krehl, 2014. "Bequests and Informal Long-Term Care: Evidence from the HRS Exit Interviews," Working Paper Series in Economics 79, University of Cologne, Department of Economics.
    20. Callaway, Brantly & Collins, William J., 2018. "Unions, workers, and wages at the peak of the American labor movement," Explorations in Economic History, Elsevier, vol. 68(C), pages 95-118.
    21. Natalia Kyui, 2013. "Expansion of Higher Education, Employment and Wages: Evidence from the Russian Transition," Staff Working Papers 13-45, Bank of Canada.
    22. Liao, Wen-Chi & Zhao, Daxuan, 2019. "The selection and quantile treatment effects on the economic returns of green buildings," Regional Science and Urban Economics, Elsevier, vol. 74(C), pages 38-48.
    23. Firpo, Sergio, 2010. "Identification and Estimation of Distributional Impacts of Interventions Using Changes in Inequality Measures," IZA Discussion Papers 4841, Institute of Labor Economics (IZA).
    24. Maier, Michael, 2011. "Tests for distributional treatment effects under unconfoundedness," Economics Letters, Elsevier, vol. 110(1), pages 49-51, January.
    25. Le-Yu Chen & Yu-Min Yen, 2021. "Estimations of the Local Conditional Tail Average Treatment Effect," Papers 2109.08793, arXiv.org, revised May 2024.
    26. Ndlovu, Godfrey & Toerien, Francois, 2020. "The distributional impact of access to finance on poverty: evidence from selected countries in Sub-Saharan Africa," Research in International Business and Finance, Elsevier, vol. 52(C).
    27. Magbondé, Kadoukpè Gildas & Reilly, Barry & Kauma, Bridget, 2024. "The distributional effects of rural electrification on household welfare: Evidence from Senegal," Utilities Policy, Elsevier, vol. 91(C).
    28. Su, Qinghe & Azam, Mehtabul, 2023. "Does access to liquefied petroleum gas (LPG) reduce the household burden of women? Evidence from India," Energy Economics, Elsevier, vol. 119(C).
    29. Damiani, Mirella & Pompei, Fabrizio & Ricci, Andrea, 2014. "Enterprise-level bargaining and labour productivity of Italian family firms: a quantile regression analysis," MPRA Paper 60380, University Library of Munich, Germany.
    30. Zequn Jin & Lihua Lin & Zhengyu Zhang, 2022. "Identification and Auto-debiased Machine Learning for Outcome Conditioned Average Structural Derivatives," Papers 2211.07903, arXiv.org.
    31. Frölich, Markus & Melly, Blaise, 2008. "Identification of Treatment Effects on the Treated with One-Sided Non-Compliance," IZA Discussion Papers 3671, Institute of Labor Economics (IZA).
    32. Victoria Baranov & Sonia Bhalotra & Pietro Biroli & Joanna Maselko, 2018. "Maternal Depression, Women's Empowerment, and Parental Investment: Evidence from a Randomized Control Trial," Working Papers 2018-021, Human Capital and Economic Opportunity Working Group.
    33. Baranov, Victoria & Bhalotra, Sonia R. & Biroli, Pietro & Maselko, Joanna, 2017. "Maternal Depression, Women's Empowerment, and Parental Investment: Evidence from a Large Randomized Control Trial," IZA Discussion Papers 11187, Institute of Labor Economics (IZA).
    34. Anthony Orlando, 2018. "Asset Markets, Credit Markets, and Inequality: Distributional Changes in Housing, 1970-2016," ERES eres2018_182, European Real Estate Society (ERES).
    35. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Beyond the average effects: The distributional impacts of export promotion programs in developing countries," Journal of Development Economics, Elsevier, vol. 92(2), pages 201-214, July.
    36. Alex Coad & Julian Frankish & Paul Nightingale & Richard Roberts, 2014. "Business experience and start-up size: Buying more lottery tickets next time around?," Small Business Economics, Springer, vol. 43(3), pages 529-547, October.
    37. Khandker, Shahidur R. & Samad, Hussain A. & Ali, Rubaba & Barnes, Douglas F., 2012. "Who benefits most from rural electrification ? evidence in India," Policy Research Working Paper Series 6095, The World Bank.
    38. Stephen G. Donald & Yu-Chin Hsu & Robert P. Lieli, 2010. "Inverse Propensity Score Weighted Estimation of Local Average Treatment Effects and a Test of the Unconfoundedness Assumption," CEU Working Papers 2012_9, Department of Economics, Central European University, revised 11 Aug 2010.
    39. Crépon, Bruno & Premand, Patrick, 2019. "Direct and Indirect Effects of Subsidized Dual Apprenticeships," IZA Discussion Papers 12793, Institute of Labor Economics (IZA).
    40. Afrouz Azadikhah Jahromi & Brantly Callaway, 2022. "Heterogeneous Effects of Job Displacement on Earnings," Empirical Economics, Springer, vol. 62(1), pages 213-245, January.
    41. Bosio, Giulio, 2009. "Temporary employment and wage gap with permanent jobs: evidence from quantile regression," MPRA Paper 16055, University Library of Munich, Germany.
    42. John Cullinan & Kevin Denny & Darragh Flannery, 2018. "A Distributional Analysis of Upper Secondary School Performance," Working Papers 201806, School of Economics, University College Dublin.
    43. Creemers, Sarah & Peeters, Ludo & Quiroz Castillo, Juan Luis & Vancauteren, Mark & Voordeckers, Wim, 2023. "Family firms and the labor productivity controversy: A distributional analysis of varying labor productivity gaps," Journal of Family Business Strategy, Elsevier, vol. 14(2).
    44. Julia Schmieder, 2020. "Fertility as a Driver of Maternal Employment," Discussion Papers of DIW Berlin 1882, DIW Berlin, German Institute for Economic Research.
    45. Angrist, Joshua & Lang, Daniel W. & Oreopoulos, Philip, 2007. "Incentives and Services for College Achievement: Evidence from a Randomized Trial," IZA Discussion Papers 3134, Institute of Labor Economics (IZA).
    46. Zongwu Cai & Ying Fang & Ming Lin & Shengfang Tang, 2021. "A Nonparametric Test for Testing Heterogeneity in Conditional Quantile Treatment Effects," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202117, University of Kansas, Department of Economics, revised Aug 2021.
    47. Pereda-Fernández, Santiago, 2023. "Identification and estimation of triangular models with a binary treatment," Journal of Econometrics, Elsevier, vol. 234(2), pages 585-623.
    48. Frölich, Markus & Huber, Martin, 2014. "Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition," IZA Discussion Papers 7972, Institute of Labor Economics (IZA).
    49. Słoczyński, Tymon, 2012. "New Evidence on Linear Regression and Treatment Effect Heterogeneity," MPRA Paper 39524, University Library of Munich, Germany.
    50. Martin Binder & Alex Coad, 2015. "Unemployment impacts differently on the extremes of the distribution of a comprehensive well-being measure," Applied Economics Letters, Taylor & Francis Journals, vol. 22(8), pages 619-627, May.
    51. Hiroaki Kaido & Kaspar Wüthrich, 2018. "Decentralization estimators for instrumental variable quantile regression models," CeMMAP working papers CWP72/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    52. Satimanon, Monthien, 2011. "Comparison of Approaches to Measuring the Causes of Income Inequality," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103844, Agricultural and Applied Economics Association.
    53. Wüthrich, Kaspar, 2020. "A Comparison of Two Quantile Models With Endogeneity," University of California at San Diego, Economics Working Paper Series qt0q43931f, Department of Economics, UC San Diego.
    54. Navjot Sangwan & Luca Tasciotti, 2023. "Losing the Plot: The Impact of Urban Agriculture on Household Food Expenditure and Dietary Diversity in Sub-Saharan African Countries," Agriculture, MDPI, vol. 13(2), pages 1-20, January.
    55. Takuya Ishihara, 2020. "Panel Data Quantile Regression for Treatment Effect Models," Papers 2001.04324, arXiv.org, revised Nov 2021.
    56. Danny Miller & Isabelle Le Breton-Miller, 2021. "Family Firms: A Breed of Extremes?," Entrepreneurship Theory and Practice, , vol. 45(4), pages 663-681, July.
    57. Damiani, Mirella & Pompei, Fabrizio & Ricci, Andrea, 2018. "The role of employee incentive pay in the competitiveness of family and non-family firms," MPRA Paper 91303, University Library of Munich, Germany.
    58. Martin Huber & Giovanni Mellace, 2010. "Sharp IV bounds on average treatment effects under endogeneity and noncompliance," University of St. Gallen Department of Economics working paper series 2010 2010-31, Department of Economics, University of St. Gallen.
    59. Victor Chernozhukov & Christian Hansen, 2013. "Quantile Models with Endogeneity," Papers 1303.7050, arXiv.org.
    60. Zongwu Cai & Ying Fang & Ming Lin & Shengfang Tang, 2020. "Inferences for Partially Conditional Quantile Treatment Effect Model," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202005, University of Kansas, Department of Economics, revised Feb 2020.
    61. David Powell, 2020. "Quantile Treatment Effects in the Presence of Covariates," The Review of Economics and Statistics, MIT Press, vol. 102(5), pages 994-1005, December.
    62. Kausik Chaudhuri & S. N Rajesh Raj & Subash Sasidharan, 2018. "Broadband Adoption and Firm Performance: Evidence from Informal Sector Firms in India," Working Papers id:12744, eSocialSciences.
    63. Xueqi Wang & Zhongguo Xu & Guan Li & Yuefei Zhuo & Wei Zou, 2023. "Farmland Transfer and Income Distribution Effect of Heterogeneous Farmers with Livelihood Capital: Evidence from CFPS," Land, MDPI, vol. 12(7), pages 1-20, July.
    64. Delprato, Marcos & Chudgar, Amita, 2018. "Factors associated with private-public school performance: Analysis of TALIS-PISA link data," International Journal of Educational Development, Elsevier, vol. 61(C), pages 155-172.
    65. Schiele, Valentin & Schmitz, Hendrik, 2016. "Quantile treatment effects of job loss on health," Journal of Health Economics, Elsevier, vol. 49(C), pages 59-69.
    66. Je-Liang Liou, 2019. "Effect of Income Heterogeneity on Valuation of Mortality Risk in Taiwan: An Application of Unconditional Quantile Regression Method," IJERPH, MDPI, vol. 16(9), pages 1-15, May.
    67. Joeri Smits & Jeffrey S. Racine, 2013. "Testing Exclusion Restrictions in Nonseparable Triangular Models," Department of Economics Working Papers 2013-02, McMaster University.
    68. M. Fort, 2012. "Unconditional and Conditional Quantile Treatment Effect: Identification Strategies and Interpretations," Working Papers wp857, Dipartimento Scienze Economiche, Universita' di Bologna.
    69. Laura Crespo & Pedro Mira, 2014. "Caregiving to Elderly Parents and Employment Status of European Mature Women," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 693-709, October.
    70. Mauricio de Moura & Marcos Ribeiro & Caio Piza, 2014. "Are there any distributive effects of land title on labor supply? evidence from Brazil," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-18, December.
    71. Amèvi Rocard Kouwoaye, 2021. "GATT/WTO membership–poverty nexus: An unconditional quantile regression approach," The World Economy, Wiley Blackwell, vol. 44(11), pages 3389-3421, November.
    72. Laetitia Duval & François-Charles Wolff, 2013. "The consumption-enhancing effect of remittances: Evidence from Kosovo," wiiw Balkan Observatory Working Papers 107, The Vienna Institute for International Economic Studies, wiiw.
    73. Fabrizio Pompei & Mirella Damiani & Andrea Ricci, 2019. "Family firms, performance-related pay, and the great crisis: evidence from the Italian case," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(5), pages 1193-1225.
    74. Grigory Franguridi & Bulat Gafarov & Kaspar Wüthrich, 2021. "Conditional Quantile Estimators: A Small Sample Theory," CESifo Working Paper Series 9046, CESifo.
    75. Victor Chernozhukov & Christian Hansen & Kaspar Wuthrich, 2020. "Instrumental Variable Quantile Regression," Papers 2009.00436, arXiv.org.
    76. Ozkan Eren & Serkan Ozbeklik, 2014. "Who Benefits From Job Corps? A Distributional Analysis Of An Active Labor Market Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 586-611, June.
    77. Danusha Jayawardana & Nadezhda V. Baryshnikova & Terence C. Cheng, 2023. "The long shadow of child labour on adolescent mental health: a quantile approach," Empirical Economics, Springer, vol. 64(1), pages 77-97, January.
    78. Victoria Baranov & Sonia Bhalotra & Pietro Biroli & Joanna Maselko, 2017. "Maternal Depression, Women’s Empowerment, and Parental Investment: Evidence from a Large Randomized Control Trial," CHILD Working Papers Series 60 JEL Classification: I1, Centre for Household, Income, Labour and Demographic Economics (CHILD) - CCA.
    79. Niedergesäss, Markus, 2013. "Employment, partnership and childbearing decisions of German women and men: A simultaneous hazards approach," University of Tübingen Working Papers in Business and Economics 51, University of Tuebingen, Faculty of Economics and Social Sciences, School of Business and Economics.
    80. Damiani, Mirella & Pompei, Fabrizio & Ricci, Andrea, 2014. "Performance related pay, productivity and wages in Italy: a quantile regression approach," MPRA Paper 53341, University Library of Munich, Germany.
    81. Huber, Martin & Wüthrich, Kaspar, 2017. "Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review," FSES Working Papers 479, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    82. Martin Huber, 2009. "Treatment evaluation in the presence of sample selection," University of St. Gallen Department of Economics working paper series 2009 2009-07, Department of Economics, University of St. Gallen.
    83. Qiang He & Xin Deng & Chuan Li & Zhongcheng Yan & Yanbin Qi, 2021. "Do Internet Skills Increase Farmers’ Willingness to Participate in Environmental Governance? Evidence from Rural China," Agriculture, MDPI, vol. 11(12), pages 1-18, November.
    84. Manda, Julius & Tufa, Adane & Alene, Arega & Swai, Elirehema & Muthoni, Francis & Hoeschle-Zeledon, Irmgard & Mateete, Bekunda, 2021. "The Average and Distributional Impacts of Soil and Water Conservation Technologies on the Welfare of Smallholder Farmers in Tanzania," 2021 Conference, August 17-31, 2021, Virtual 314992, International Association of Agricultural Economists.
    85. Su, Liangjun & Ura, Takuya & Zhang, Yichong, 2017. "Non-separable Models with High-dimensional Data," Economics and Statistics Working Papers 15-2017, Singapore Management University, School of Economics.
    86. Lars Kunze & Nicolai Suppa, 2020. "Who Is Bowling Alone? Quantile Treatment Effects of Unemployment on Social Participation," SOEPpapers on Multidisciplinary Panel Data Research 1077, DIW Berlin, The German Socio-Economic Panel (SOEP).
    87. Maike Hohberg & Peter Pütz & Thomas Kneib, 2020. "Treatment effects beyond the mean using distributional regression: Methods and guidance," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-29, February.
    88. Dong, Xiyong & Li, Changhong & Yoon, Seong-Min, 2020. "Asymmetric dependence structures for regional stock markets: An unconditional quantile regression approach," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    89. Sun, Zhenting, 2023. "Instrument validity for heterogeneous causal effects," Journal of Econometrics, Elsevier, vol. 237(2).
    90. Pedro H. C. Sant'Anna, 2016. "Program Evaluation with Right-Censored Data," Papers 1604.02642, arXiv.org.
    91. Wüthrich, Kaspar, 2019. "A closed-form estimator for quantile treatment effects with endogeneity," Journal of Econometrics, Elsevier, vol. 210(2), pages 219-235.
    92. Cosimo Abbate & Alessandro Sapio, 2016. "Gazelles and muppets in the City: Stock market listing, risk sharing, and firm growth quantiles," LEM Papers Series 2016/33, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    93. Eren, Ozkan & Ozbeklik, Serkan, 2013. "The effect of noncognitive ability on the earnings of young men: A distributional analysis with measurement error correction," Labour Economics, Elsevier, vol. 24(C), pages 293-304.
    94. Yingying DONG & Ying-Ying LEE & Michael GOU, 2019. "Regression Discontinuity Designs with a Continuous Treatment," Discussion papers 19058, Research Institute of Economy, Trade and Industry (RIETI).
    95. Yang, Tianyu & Zhang, Tianfang, 2024. "Social capital meets guanxi: Social networks and income inequality in China," China Economic Review, Elsevier, vol. 83(C).
    96. Mr. Mauricio Moura & Mr. Caio Piza & Mr. Marcos Poplawski Ribeiro, 2011. "The Distributive Effects of Land Titleon Labor Supply: Evidence From Brazil," IMF Working Papers 2011/131, International Monetary Fund.
    97. Brantly Callaway & Weige Huang, 2020. "Distributional Effects of a Continuous Treatment with an Application on Intergenerational Mobility," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(4), pages 808-842, August.
    98. Didier Yélognissè Alia & Aliou Diagne & Patrice Adegbola & Florent Kinkingninhoun, 2018. "Distributional Impact of Agricultural Technology Adoption on Rice Farmers’ Expenditure: The Case of Nigeria in Benin," Journal of African Development, African Finance and Economic Association (AFEA), vol. 20(2), pages 91-103.
    99. Zhengyu Zhang & Zequn Jin & Lihua Lin, 2024. "Identification and inference of outcome conditioned partial effects of general interventions," Papers 2407.16950, arXiv.org.
    100. Weiwei Wang & Zhihai Yang & Xiangqun Gu & Amin Mugera & Ning Yin, 2024. "How Farm Machinery Rental Services and Off-Farm Work Affect Household Income in China," Agriculture, MDPI, vol. 14(10), pages 1-16, September.
    101. De Silva, Dakshina G. & Kosmopoulou, Georgia & Lamarche, Carlos, 2017. "Subcontracting and the survival of plants in the road construction industry: A panel quantile regression analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 137(C), pages 113-131.
    102. Brantly Callaway & Tong Li & Irina Murtazashvili, 2021. "Distributional Effects with Two-Sided Measurement Error: An Application to Intergenerational Income Mobility," Papers 2107.09235, arXiv.org, revised Jun 2024.
    103. Aizawa, Toshiaki & Okudaira, Hiroko & Kitagawa, Ritsu & Kuroda, Sachiko & Owan, Hideo, 2024. "Employee well-being in the digital age: Assessing the impacts of a smartphone application in the workplace," Economics & Human Biology, Elsevier, vol. 55(C).
    104. Ainembabazi, John Herbert & Abdoulaye, Tahirou & Feleke, Shiferaw & Alene, Arega & Dontsop-Nguezet, Paul M. & Ndayisaba, Pierre Celestin & Hicintuka, Cyrille & Mapatano, Sylvain & Manyong, Victor, 2018. "Who benefits from which agricultural research-for-development technologies? Evidence from farm household poverty analysis in Central Africa," World Development, Elsevier, vol. 108(C), pages 28-46.
    105. Shahidur R. Khandker, Douglas F. Barnes, and Hussain A. Samad, 2012. "The Welfare Impacts of Rural Electrification in Bangladesh," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1).
    106. Bonanno, Alessandro & Bimbo, Francesco & Cleary, Rebecca & Castellari, Elena, 2018. "Food labels and adult BMI in Italy – An unconditional quantile regression approach," Food Policy, Elsevier, vol. 74(C), pages 199-211.
    107. Gustavo A. Crespi & Alessandro Maffioli & Pierre Mohnen & Gonzalo Vázquez, 2011. "Evaluating the Impact of Science, Technology and Innovation Programs: a Methodological Toolkit," SPD Working Papers 1104, Inter-American Development Bank, Office of Strategic Planning and Development Effectiveness (SPD).
    108. Martin Huber & Giovanni Mellace, 2015. "Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 398-411, May.
    109. Jung, Juan & Katz, Raúl, 2023. "Exploring the heterogeneous link between broadband investment and coverage expansion using Unconditional Quantile Regressions," 32nd European Regional ITS Conference, Madrid 2023: Realising the digital decade in the European Union – Easier said than done? 277982, International Telecommunications Society (ITS).
    110. Khanal, Aditya R. & Mishra, Sachin K & Honey, Ummey, 2018. "Certified organic food production, financial performance, and farm size: An unconditional quantile regression approach," Land Use Policy, Elsevier, vol. 78(C), pages 367-376.
    111. Gómez-Bengoechea, Gonzalo & Jung, Juan, 2024. "The Matthew effect: Evidence on firms’ digitalization distributional effects," Technology in Society, Elsevier, vol. 76(C).
    112. Taian Deng & Marrit van den Berg & Nico Heerink & Haoyang Cui & Fuli Tan & Shenggen Fan, 2023. "Can homestead gardens improve rural households' vegetable consumption? Evidence from three provinces in China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(S1), pages 1578-1594, December.
    113. Asfaw, Solomon & Pallante, Giacomo & Palma, Alessandro, 2020. "Distributional impacts of soil erosion on agricultural productivity and welfare in Malawi," Ecological Economics, Elsevier, vol. 177(C).
    114. Helke Waelde, 2011. "Demasking the impact of microfinance," Working Papers 1115, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz, revised 09 Nov 2011.
    115. Hung-Hao Chang, 2017. "Does A Social Welfare Program Affect Farmland Use? Empirical Evidence Using Administrative Data in Taiwan," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 39(3), pages 441-457.

  27. Markus Frölich & Michael Lechner, 2006. "Exploiting regional treatment intensity for the evaluation of labour market policies," University of St. Gallen Department of Economics working paper series 2006 2006-12, Department of Economics, University of St. Gallen.

    Cited by:

    1. Caliendo, Marco & Künn, Steffen & Mahlstedt, Robert, 2017. "The return to labor market mobility: An evaluation of relocation assistance for the unemployed," Journal of Public Economics, Elsevier, vol. 148(C), pages 136-151.
    2. Burt S. Barnow & Jeffrey Smith, 2015. "Employment and Training Programs," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 127-234, National Bureau of Economic Research, Inc.
    3. Mathieu Bunel & Elisabeth Tovar, 2015. "Spatial mismatch through local public employment agencies: Answers from a French quasi-experiment," TEPP Working Paper 2015-06, TEPP.
    4. Mr. Tiago Cavalcanti & Daniel Da Mata & Mr. Frederik G Toscani, 2016. "Winning the Oil Lottery: The Impact of Natural Resource Extraction on Growth," IMF Working Papers 2016/061, International Monetary Fund.
    5. Maria Esther Oswald-Egg & Ursula Renold, 2019. "No Experience, No Employment: The Effect of Vocational Education and Training Work Experience on Labour Market Outcomes after Higher Education," KOF Working papers 19-469, KOF Swiss Economic Institute, ETH Zurich.
    6. Tymon S{l}oczy'nski, 2020. "When Should We (Not) Interpret Linear IV Estimands as LATE?," Papers 2011.06695, arXiv.org, revised Oct 2024.
    7. Lechner, Michael & Wunsch, Conny, 2011. "Sensitivity of matching-based program evaluations to the availability of control variables," Economics Working Paper Series 1105, University of St. Gallen, School of Economics and Political Science.
    8. Lechner, Michael & Scioch, Patrycja & Wunsch, Conny, 2013. "Do Firms Benefit from Active Labour Market Policies?," Working papers 2013/11, Faculty of Business and Economics - University of Basel.
    9. Michael Lechner & Conny Wunsch, 2006. "Are Training Programs More Effective When Unemployment Is High?," University of St. Gallen Department of Economics working paper series 2006 2006-23, Department of Economics, University of St. Gallen.
    10. Helge Liebert, 2021. "Does external medical review reduce disability insurance inflow?," Papers 2101.03117, arXiv.org.
    11. Michael Lechner, 2007. "A Note on the Relation of Weighting and Matching Estimators," University of St. Gallen Department of Economics working paper series 2007 2007-34, Department of Economics, University of St. Gallen.
    12. Caliendo, Marco & Künn, Steffen & Mahlstedt, Robert, 2022. "The Intended and Unintended Effects of Promoting Labor Market Mobility," IZA Discussion Papers 15011, Institute of Labor Economics (IZA).
    13. Ham, John C. & Li, Xianghong & Reagan, Patricia B., 2011. "Matching and semi-parametric IV estimation, a distance-based measure of migration, and the wages of young men," Journal of Econometrics, Elsevier, vol. 161(2), pages 208-227, April.
    14. Dauth, Christine, 2017. "Regional discontinuities and the effectiveness of further training subsidies for low-skilled employees," IAB-Discussion Paper 201707, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    15. Doerr, Annabelle & Fitzenberger, Bernd & Kruppe, Thomas & Paul, Marie & Strittmatter, Anthony, 2014. "Employment and earnings effects of awarding training vouchers in Germany," IAB-Discussion Paper 201423, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    16. Christina Felfe & Michael Lechner & Petra Thiemann, 2013. "After-School Care and Parents' Labor Supply," CESifo Working Paper Series 4487, CESifo.
    17. Mathieu Bunel & Elisabeth Tovar, 2015. "Spatial mismatch through local public employment agencies Answers from a French quasi-experiment Spatial Mismatch through Local Public Employment Agencies? Answers from a French Quasi-Experiment," Working Papers hal-01292103, HAL.
    18. Brian Krogh Graversen & Peter Jensen, 2010. "A Reappraisal of the Virtues of Private Sector Employment Programmes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 112(3), pages 546-569, September.
    19. Stephen G. Donald & Yu-Chin Hsu & Robert P. Lieli, 2010. "Inverse Propensity Score Weighted Estimation of Local Average Treatment Effects and a Test of the Unconfoundedness Assumption," CEU Working Papers 2012_9, Department of Economics, Central European University, revised 11 Aug 2010.
    20. Fitzenberger, Bernd & Furdas, Marina & Sajons, Christoph, 2017. "End-of-Year Spending and the Long-Run Employment: Effects of Training Programs for the Unemployed," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168310, Verein für Socialpolitik / German Economic Association.
    21. Liebert, Helge, 2015. "Medical Screening and Award Errors in Disability Insurance," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113224, Verein für Socialpolitik / German Economic Association.
    22. Humlum, Anders & Munch, Jakob R. & Rasmussen, Mette, 2023. "What Works for the Unemployed? Evidence from Quasi-Random Caseworker Assignments," IZA Discussion Papers 16033, Institute of Labor Economics (IZA).
    23. Jussi Huuskonen, 2023. "The impact of periodic interviews on unemployment duration: Evidence from the 2017 Finnish reform," LABOUR, CEIS, vol. 37(3), pages 468-490, September.
    24. Franziska Kugler & Guido Schwerdt & Ludger Wößmann & Franziska Pfaehler, 2014. "Ökonometrische Methoden zur Evaluierung kausaler Effekte der Wirtschaftspolitik," ifo Working Paper Series 178, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    25. Stefanie Behncke & Markus Frölich & Michael Lechner, 2006. "Aktive Arbeitsmarktpolitik in Deutschland und der Schweiz: eine Gegenüberstellung," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 75(3), pages 118-154.
    26. Rainer Eppel, 2014. "The Effects of a Job Creation Scheme. Evidence from Regional Variation in Programme Capacities," WIFO Working Papers 489, WIFO.
    27. Poeschel, Friedrich, 2014. "Assignment vs. choice: lessons from training vouchers," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100606, Verein für Socialpolitik / German Economic Association.
    28. Bernhard Boockmann & Stephan L. Thomsen & Thomas Walter, 2014. "Intensifying the use of benefit sanctions: an effective tool to increase employment?," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-19, December.
    29. Tamini, Lota D., 2011. "A nonparametric analysis of the impact of agri-environmental advisory activities on best management practice adoption: A case study of Québec," Ecological Economics, Elsevier, vol. 70(7), pages 1363-1374, May.
    30. Julia Lang, 2022. "Employment effects of language training for unemployed immigrants," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(2), pages 719-754, April.
    31. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Entering New Country and Product Markets: Does Export Promotion Help?," IDB Publications (Working Papers) 3172, Inter-American Development Bank.
    32. Paul, Marie & Dörr, Annabelle & Fitzenberger, Bernd & Kruppe, Thomas & Strittmatter, Anthony, 2013. "The Award of a Training Voucher and Labor Market Outcomes," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79918, Verein für Socialpolitik / German Economic Association.
    33. Lang, Julia, 2018. "Employment effects of language training for unemployed immigrants," IAB-Discussion Paper 201821, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    34. Tamini, Lota D., 2009. "Agri-Environment Advisory Activities Effects on Best Management Practices Adoption," MPRA Paper 18961, University Library of Munich, Germany.
    35. Oswald-Egg, Maria Esther & Renold, Ursula, 2021. "No experience, no employment: The effect of vocational education and training work experience on labour market outcomes after higher education," Economics of Education Review, Elsevier, vol. 80(C).
    36. Dan A. Black & Lars Skipper & Jeffrey A. Smith & Jeffrey Andrew Smith, 2023. "Firm Training," CESifo Working Paper Series 10268, CESifo.
    37. Michael Lechner & Markus Froelich, 2010. "Combining Matching and Nonparametric IV Estimation: Theory and an Application to the Evaluation of Active Labour Market Policies," University of St. Gallen Department of Economics working paper series 2010 2010-21, Department of Economics, University of St. Gallen.
    38. Sloczynski, Tymon, 2021. "When Should We (Not) Interpret Linear IV Estimands as LATE?," IZA Discussion Papers 14349, Institute of Labor Economics (IZA).
    39. Dauth, Christine, 2016. "Do low-skilled employed workers benefit from further training subsidies?," VfS Annual Conference 2016 (Augsburg): Demographic Change 145533, Verein für Socialpolitik / German Economic Association.
    40. Lechner, Michael, 2013. "Treatment effects and panel data," Economics Working Paper Series 1314, University of St. Gallen, School of Economics and Political Science.
    41. Liebert, H.;, 2018. "External Medical Review in the Disability Determination Process," Health, Econometrics and Data Group (HEDG) Working Papers 18/21, HEDG, c/o Department of Economics, University of York.

  28. Jean Bourdon & Markus Frölich & Katharina Michaelowa, 2006. "Broadening Access to Primary Education: Contract Teacher Programs and Their Impact on Education Outcomes in Africa – An Econometric Evaluation for Niger," Post-Print halshs-00086003, HAL.

    Cited by:

    1. Bourdon, Jean & Michaelowa, Katharina & Frölich, Markus, 2007. "Teacher shortages, teacher contracts and their impact on education in Africa," HWWI Research Papers 2-10, Hamburg Institute of International Economics (HWWI).
    2. Ayako Wakano, 2016. "The effect of ratio between PTA teachers and Government employed teachers on Education outcomes in Kenya Primary Schools," Discussion Papers in Economics and Business 16-14, Osaka University, Graduate School of Economics.
    3. Luis Beccaria & Pablo Alfredo Gluzmann, 2013. "Medición de los Ingresos y la Pobreza Oficial en América Latina y el Caribe," CEDLAS, Working Papers 0148, CEDLAS, Universidad Nacional de La Plata.
    4. Christopher F. Hein & Rebecca Allen, 2013. "Teacher Quality in Sub-Saharan Africa: Pupil-fixed effects estimates for twelve countries," DoQSS Working Papers 13-08, Quantitative Social Science - UCL Social Research Institute, University College London.
    5. Ayako Wakano, 2016. "The effect of locally hired teachers on school outcomes (the Dose response function estimation evidence from Kenya)," Discussion Papers in Economics and Business 16-15, Osaka University, Graduate School of Economics.
    6. Sebastian Galiani & Ricardo Perez-Truglia, 2013. "School Management in Developing Countries," CEDLAS, Working Papers 0147, CEDLAS, Universidad Nacional de La Plata.
    7. Michaelowa, Katharina & Wechtler, Annika, 2006. "Grundbildung in Malawi: Neuere Entwicklungen der Sektorpolitik, realistische Handlungsperspektiven und Vorschläge für ein gestuftes Monitoringsystem," HWWI Policy Papers 2-1, Hamburg Institute of International Economics (HWWI).
    8. Jean Bourdon, 2006. "Coût et financement de l'éducation primaire en Afrique Subsaharienne," Post-Print halshs-00135310, HAL.

  29. Stefanie Behncke & Markus Frölich & Michael Lechner, 2006. "Aktive Arbeitsmarktpolitik in Deutschland und der Schweiz - eine Gegenüberstellung," University of St. Gallen Department of Economics working paper series 2006 2006-13, Department of Economics, University of St. Gallen.

    Cited by:

    1. Hujer, Reinhard & Fitzenberger, Bernd, 2002. "Stand und Perspektiven der Evaluation der aktiven Arbeitsmarktpolitik in Deutschland," ZEW Discussion Papers 02-13, ZEW - Leibniz Centre for European Economic Research.

  30. Stefanie Behncke & Markus Frölich & Michael Lechner, 2006. "Statistical Assistance for Programme Selection - For a Better Targeting of Active Labour Market Policies in Switzerland," University of St. Gallen Department of Economics working paper series 2006 2006-09, Department of Economics, University of St. Gallen.

    Cited by:

    1. Awotide, Bola Amoke & Awoyemi, Taiwo Timothy & Diagne, Aliou & Ojehomon, Vivian E.T., 2012. "Impact of Seed Voucher System on Rice Farmers’ Welfare in Nigeria: A Randomized Control Trial Approach," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 124995, International Association of Agricultural Economists.
    2. Staghøj, Jonas & Svarer, Michael & Rosholm, Michael, 2007. "A Statistical Programme Assignment Model," IZA Discussion Papers 3165, Institute of Labor Economics (IZA).
    3. Philip J. O’Connell & Seamus Mcguinness & Elish Kelly, 2012. "The Transition from Short- to Long-Term Unemployment: A Statistical Profiling Model for Ireland," The Economic and Social Review, Economic and Social Studies, vol. 43(1), pages 135-164.
    4. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    5. Jonas Staghøj & Michael Svarer & Michael Rosholm, 2010. "Choosing the Best Training Programme: Is there a Case for Statistical Treatment Rules?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(2), pages 172-201, April.
    6. Artan Loxha & Matteo Morgandi, 2014. "Profiling the Unemployed : A Review of OECD Experiences and Implications for Emerging Economies," World Bank Publications - Reports 20382, The World Bank Group.
    7. Bas van der Klaauw & Sandra Vriend, 2015. "A Nonparametric Method for Predicting Survival Probabilities," Tinbergen Institute Discussion Papers 15-126/V, Tinbergen Institute.
    8. Loxha, Artan & Morgandi, Matteo, 2014. "Profiling the unemployed : a review of OECD experiences and implications for emerging economics," Social Protection Discussion Papers and Notes 91051, The World Bank.

  31. Markus Frölich, 2006. "Statistical Treatment Choice: An Application to Active Labour Market Programmes," University of St. Gallen Department of Economics working paper series 2006 2006-14, Department of Economics, University of St. Gallen.

    Cited by:

    1. Stefanie Behncke & Markus Frölich & Michael Lechner, 2006. "Statistical Assistance for Programme Selection - For a Better Targeting of Active Labour Market Policies in Switzerland," University of St. Gallen Department of Economics working paper series 2006 2006-09, Department of Economics, University of St. Gallen.
    2. Lechner, Michael & Frölich, Markus & Behncke, Stefanie, 2007. "Targeting Labour Market Programmes - Results from A Randomised Experiment," CEPR Discussion Papers 6537, C.E.P.R. Discussion Papers.
    3. Staghøj, Jonas & Svarer, Michael & Rosholm, Michael, 2007. "A Statistical Programme Assignment Model," IZA Discussion Papers 3165, Institute of Labor Economics (IZA).
    4. Stefanie Behncke & Markus Frölich & Michael Lechner, 2006. "Aktive Arbeitsmarktpolitik in Deutschland und der Schweiz: eine Gegenüberstellung," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 75(3), pages 118-154.
    5. Andersen, Signe Hald, 2011. "Exiting unemployment: How do program effects depend on individual coping strategies?," Journal of Economic Psychology, Elsevier, vol. 32(2), pages 248-258, March.

  32. Frölich, Markus, 2006. "A Note on Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables," IZA Discussion Papers 2126, Institute of Labor Economics (IZA).

    Cited by:

    1. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    2. Frölich, Markus & Melly, Blaise, 2008. "Unconditional Quantile Treatment Effects under Endogeneity," IZA Discussion Papers 3288, Institute of Labor Economics (IZA).
    3. Frölich, Markus & Lechner, Michael, 2006. "Exploiting Regional Treatment Intensity for the Evaluation of Labour Market Policies," IZA Discussion Papers 2144, Institute of Labor Economics (IZA).
    4. Bourdon, Jean & Michaelowa, Katharina & Frölich, Markus, 2007. "Teacher shortages, teacher contracts and their impact on education in Africa," HWWI Research Papers 2-10, Hamburg Institute of International Economics (HWWI).
    5. Ciaian, Pavel & Falkowski, Jan & Kancs, d'Artis & Pokrivcak, Jan, 2011. "Productivity and Credit Constraints Firm-Level Evidence from Propensity Score Matching," Working papers 117484, Factor Markets, Centre for European Policy Studies.
    6. Pavel Ciaian & Jan Fałkowski & D’Artis Kancs, 2012. "Productivity and credit constraints: A firm-level propensity score evidence for agricultural farms in central and east European countries," Acta Oeconomica, Akadémiai Kiadó, Hungary, vol. 62(4), pages 459-487, December.
    7. Miana Plesca & Jeffrey Smith, 2008. "Evaluating multi-treatment programs: theory and evidence from the U.S. Job Training Partnership Act experiment," Studies in Empirical Economics, in: Christian Dustmann & Bernd Fitzenberger & Stephen Machin (ed.), The Economics of Education and Training, pages 293-330, Springer.
    8. Tamini, Lota D., 2009. "Agri-Environment Advisory Activities Effects on Best Management Practices Adoption," MPRA Paper 18961, University Library of Munich, Germany.

  33. Frölich, Markus & Michaelowa, Katharina, 2005. "Peer Effects and Textbooks in Primary Education: Evidence from Francophone Sub-Saharan Africa," IZA Discussion Papers 1519, Institute of Labor Economics (IZA).

    Cited by:

    1. Behncke, Stefanie & Frölich, Markus & Lechner, Michael, 2008. "A Caseworker Like Me: Does the Similarity between Unemployed and Caseworker Increase Job Placements?," IZA Discussion Papers 3437, Institute of Labor Economics (IZA).
    2. Entorf, Horst & Lauk, Martina, 2007. "Peer effects, social multipliers and migrants at school: An international comparison," University of Göttingen Working Papers in Economics 57, University of Goettingen, Department of Economics, revised 2007.
    3. Ferracci, Marc & Jolivet, Gregóry & van den Berg, Gerard J., 2010. "Treatment evaluation in the case of interactions within markets," Working Paper Series 2010:1, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    4. Entorf, Horst & Lauk, Martina, 2006. "Peer effects, social multipliers and migration at school: An international comparison," HWWI Research Papers 3-3, Hamburg Institute of International Economics (HWWI).
    5. Stephen Machin & Patrick A. Puhani, 2005. "Special Issue on the Economics of Education – Policies and Empirical Evidence: Editorial," German Economic Review, Verein für Socialpolitik, vol. 6(3), pages 259-267, August.
    6. Cabus, Sofie J. & De Witte, Kristof, 2011. "Does school time matter?—On the impact of compulsory education age on school dropout," Economics of Education Review, Elsevier, vol. 30(6), pages 1384-1398.
    7. Sebastian Fehrler & Katharina Michaelowa & Annika Wechtler, 2009. "The Effectiveness of Inputs in Primary Education: Insights from Recent Student Surveys for Sub-Saharan Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 45(9), pages 1545-1578.

  34. Frölich, Markus & Lechner, Michael, 2004. "Regional Treatment Intensity as an Instrument for the Evaluation of Labour Market Policies," IZA Discussion Papers 1095, Institute of Labor Economics (IZA).

    Cited by:

    1. Ammermüller, Andreas & Zwick, Thomas & Boockmann, Bernhard & Maier, Michael, 2007. "Do hiring subsidies reduce unemployment among the elderly? Evidence from two natural experiments," ZEW Discussion Papers 07-001, ZEW - Leibniz Centre for European Economic Research.
    2. Paul Frijters & Robert Gregory, 2006. "From Golden Age to Golden Age: Australia's ‘Great Leap Forward’?," The Economic Record, The Economic Society of Australia, vol. 82(257), pages 207-224, June.
    3. Brian Krogh Graversen & Peter Jensen, 2010. "A Reappraisal of the Virtues of Private Sector Employment Programmes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 112(3), pages 546-569, September.
    4. Beatrix Brügger & Rafael Lalive & Josef Zweimüller, 2009. "Does Culture Affect Unemployment? Evidence from the Röstigraben," NRN working papers 2009-10, The Austrian Center for Labor Economics and the Analysis of the Welfare State, Johannes Kepler University Linz, Austria.
    5. Lagerström, Jonas, 2011. "How important are caseworkers – and why? New evidence from Swedish employment offices," Working Paper Series 2011:10, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    6. Zweimüller, Josef & Lalive, Rafael & Brügger, Beatrix, 2009. "Does Culture Affect Unemployment? Evidence from the Röstigraben," CEPR Discussion Papers 7405, C.E.P.R. Discussion Papers.

  35. Frölich, Markus & Lechner, Michael & Steiger, Heidi, 2003. "Statistically assisted programme selection - International experiences and potential benefits for Switzerland," Working Paper Series 2004:1, IFAU - Institute for Evaluation of Labour Market and Education Policy.

    Cited by:

    1. Lars Calmfors, 2004. "Activation versus Other Employment Policies – Lessons for Germany," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 5(02), pages 35-42, October.
    2. Stephan, Gesine & Rässler, Susanne & Schewe, Torben, 2006. "Das TrEffeR-Projekt der Bundesagentur für Arbeit : die Wirkung von Maßnahmen aktiver Arbeitsmarktpolitik (The TrEffeR project of the Federal Employment Agency : the effect of active labour market poli," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 39(3/4), pages 447-465.
    3. Angel-Urdinola, Diego F. & Semlali, Amina & Brodmann, Stefanie, 2010. "Non-public provision of active labor market programs in Arab- Mediterranean countries : an inventory of youth programs," Social Protection Discussion Papers and Notes 55673, The World Bank.
    4. Bukowski, Maciej & Lewandowski, Piotr & Koloch, Grzegorz & Baranowska, Anna & Magda, Iga & Szydlowski, Arkadiusz & Bober, Magda & Bieliński, Jacek & Zawistowski, Julian & Sarzalska, Malgorzata, 2008. "Employment in Poland 2007: Security on flexible labour market," MPRA Paper 14284, University Library of Munich, Germany.
    5. Conny Wunsch & Michael Lechner, 2007. "What Did All the Money Do? On the General Ineffectiveness of Recent West German Labour Market Programmes," University of St. Gallen Department of Economics working paper series 2007 2007-19, Department of Economics, University of St. Gallen.
    6. Stefanie Behncke & Markus Frölich & Michael Lechner, 2006. "Statistical Assistance for Programme Selection - For a Better Targeting of Active Labour Market Policies in Switzerland," University of St. Gallen Department of Economics working paper series 2006 2006-09, Department of Economics, University of St. Gallen.
    7. Lechner, Michael & Frölich, Markus & Behncke, Stefanie, 2007. "Targeting Labour Market Programmes - Results from A Randomised Experiment," CEPR Discussion Papers 6537, C.E.P.R. Discussion Papers.
    8. Michael Rosholm & Michael Svarer & Bo Hammer, 2004. "A Danish Profiling System," Economics Working Papers 2004-13, Department of Economics and Business Economics, Aarhus University.
    9. Stephan, Gesine & Rässler, Susanne & Schewe, Torben, 2006. "Das TrEffeR-Projekt der Bundesagentur für Arbeit : die Wirkung von Maßnahmen aktiver Arbeitsmarktpolitik (The TrEffeR project of the Federal Employment Agency : the effect of active labour market poli," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 39(3/4), pages 447-465.
    10. Caliendo, Marco & Hujer, Reinhard & Thomsen, Stephan L., 2005. "Identifying effect heterogeneity to improve the efficiency of job creation schemes in Germany," IAB-Discussion Paper 200508, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    11. Staghøj, Jonas & Svarer, Michael & Rosholm, Michael, 2007. "A Statistical Programme Assignment Model," IZA Discussion Papers 3165, Institute of Labor Economics (IZA).
    12. Michael Lechner & Conny Wunsch, 2006. "Active Labour Market Policy in East Germany: Waiting for the Economy to Take Off," University of St. Gallen Department of Economics working paper series 2006 2006-24, Department of Economics, University of St. Gallen.
    13. Philip J. O’Connell & Seamus Mcguinness & Elish Kelly, 2012. "The Transition from Short- to Long-Term Unemployment: A Statistical Profiling Model for Ireland," The Economic and Social Review, Economic and Social Studies, vol. 43(1), pages 135-164.
    14. Körtner, John & Bonoli, Giuliano, 2021. "Predictive Algorithms in the Delivery of Public Employment Services," SocArXiv j7r8y_v1, Center for Open Science.
    15. Layte, Richard & O'Connell, Philip J., 2005. "Profiling the Unemployed: An Analysis of the Galway and Waterford Live-Register Surveys," Research Series, Economic and Social Research Institute (ESRI), number PRS55.
    16. Conny Wunsch, 2005. "Labour Market Policy in Germany: Institutions, Instruments and Reforms since Unification," University of St. Gallen Department of Economics working paper series 2005 2005-06, Department of Economics, University of St. Gallen.
    17. Stefanie Behncke & Markus Frölich & Michael Lechner, 2006. "Aktive Arbeitsmarktpolitik in Deutschland und der Schweiz: eine Gegenüberstellung," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 75(3), pages 118-154.
    18. Körtner, John & Bonoli, Giuliano, 2021. "Predictive Algorithms in the Delivery of Public Employment Services," SocArXiv j7r8y, Center for Open Science.
    19. Stephan, Gesine & Rässler, Susanne & Schewe, Torben, 2006. "Wirkungsanalyse in der Bundesagentur für Arbeit : Konzeption, Datenbasis und ausgewählte Befunde," IAB-Discussion Paper 200607, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    20. Patrick A. Puhani, 2005. "Relative Supply and Demand for Skills in Switzerland," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 141(IV), pages 555-584, December.
    21. Kerstin Bachberger-Strolz, 2020. "Profiling, Targeting, Algorithmen, künstliche Intelligenz – über die Irrwege einer Debatte in der Arbeitsmarktpolitik," Wirtschaft und Gesellschaft - WuG, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik, vol. 46(3), pages 329-363.
    22. Markus Frölich, 2006. "Statistical Treatment Choice: An Application to Active Labour Market Programmes," University of St. Gallen Department of Economics working paper series 2006 2006-14, Department of Economics, University of St. Gallen.
    23. O'Connell, Philip J. & McGuinness, Seamus & Kelly, Elish, 2010. "A Statistical Profiling Model of Long-Term Unemployment Risk in Ireland," Papers WP345, Economic and Social Research Institute (ESRI).
    24. Bas van der Klaauw & Sandra Vriend, 2015. "A Nonparametric Method for Predicting Survival Probabilities," Tinbergen Institute Discussion Papers 15-126/V, Tinbergen Institute.
    25. Jeffrey A. Smith, 2018. "The usefulness of experiments," IZA World of Labor, Institute of Labor Economics (IZA), pages 436-436, May.
    26. Conny Wunsch, 2007. "Optimal Use of Labour Market Policies," University of St. Gallen Department of Economics working paper series 2007 2007-26, Department of Economics, University of St. Gallen.
    27. Reinhard Hujer, 2011. "Mikroökonometrie und Kausalität: Zur Bedeutung arbeitsmarktpolitischer Evaluationsstudien," AStA Wirtschafts- und Sozialstatistisches Archiv, Springer;Deutsche Statistische Gesellschaft - German Statistical Society, vol. 5(1), pages 5-18, March.

  36. Frölich, Markus, 2002. "Programme Evaluation with Multiple Treatments," IZA Discussion Papers 542, Institute of Labor Economics (IZA).

    Cited by:

    1. Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.
    2. Pavel Ciaian & Maria Espinosa & Sergio Gomez y Paloma & Stephen Langrell & Kamel Louhichi & Thierry Vard & Thomas Heckelei & Paolo Sckokai & Alban Thomas, 2013. "Farm-household investment behaviour and the CAP decoupling: Methodological issues in assessing policy impacts," JRC Research Reports JRC79969, Joint Research Centre.
    3. Jaenichen, Ursula, 2002. "Lohnkostenzuschüsse und individuelle Arbeitslosigkeit : Analysen auf der Grundlage kombinierter Erhebungs- und Prozessdaten unter Anwendung von Propensity Score Matching (Wage subsidies and individual," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 35(3), pages 327-351.
    4. Abdelkrim Araar & Yesuf Mohammednur Awel & Jonse Bane Boka & Hiywot Menker & Ajebush Shafi & Eleni Yitbarek & Mulatu Zerihun, 2019. "Impact of Credit and Training on Enterprise Performance: Evidence from Urban Ethiopia," Working Papers PMMA 2019-13, PEP-PMMA.
    5. Hämäläinen, Kari & Ollikainen, Virve, 2004. "Differential Effects of Active Labour Market Programmes in the Early Stages of Young People's Unemployment," Research Reports 115, VATT Institute for Economic Research.
    6. Nghia Thi Thu Nguyen & Cheng-Tao Tang & Chun Yee Wong, 2021. "The Impacts of Social Enterprises on Labor Market Outcomes: Evidence from Vietnam," Sustainability, MDPI, vol. 13(19), pages 1-13, September.
    7. Mathieu Bunel & Yannick L'Horty, 2012. "The Effects of Reduced Social Security Contributions on Employment: An Evaluation of the 2003 French Reform," Fiscal Studies, Institute for Fiscal Studies, vol. 33(3), pages 371-398, September.
    8. Flores, Carlos A. & Mitnik, Oscar A., 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," IZA Discussion Papers 4451, Institute of Labor Economics (IZA).
    9. Rosario Crinò, 2011. "Imported Inputs and Skill Upgrading," Development Working Papers 323, Centro Studi Luca d'Agliano, University of Milano, revised 27 Dec 2011.
    10. Wang, Le, 2012. "Estimating Returns to Education when the IV Sample is Selective," IZA Discussion Papers 7103, Institute of Labor Economics (IZA).
    11. Schultz Birgit, 2006. "Mikroökonometrische Evaluation der ökonomischen Wirkungen betrieblicher Mitbestimmung - Möglichkeiten und Grenzen des Matching-Ansatzes / Microeconometric Evaluation of Economic Effects of Workers Par," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 226(5), pages 519-536, October.
    12. Katrin Hohmeyer, 2011. "Effectiveness of One-Euro-Jobs: Do programme characteristics matter?," Post-Print hal-00719485, HAL.
    13. Christian Volpe Martincus & Jerónimo Carballo, 2012. "Export promotion activities in developing countries: What kind of trade do they promote?," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 21(4), pages 539-578, June.
    14. Esposti, Roberto, 2014. "The Impact of the 2005 CAP-First Pillar Reform as a Multivalued Treatment Effect -Alternative Estimation Approaches," 2014 Third Congress, June 25-27, 2014, Alghero, Italy 173005, Italian Association of Agricultural and Applied Economics (AIEAA).
    15. Uysal, S. Derya, 2013. "Doubly Robust Estimation of Causal Effects with Multivalued Treatments," Economics Series 297, Institute for Advanced Studies.
    16. De Silva, Dakshina & Pownall, Rachel A. J., 2012. "Going green: does it depend on education, gender, or income?," MPRA Paper 36465, University Library of Munich, Germany.
    17. Roberto ESPOSTI, 2014. "To match, not to match, how to match: Estimating the farm-level impact of the CAP-first pillar reform (or: How to Apply Treatment-Effect Econometrics when the Real World is;a Mess)," Working Papers 403, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    18. Dengler, Katharina, 2015. "Effectiveness of Sequences of Classroom Training for Welfare Recipients: What works best in West Germany?," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113119, Verein für Socialpolitik / German Economic Association.
    19. Jones A.M & Rice N, 2009. "Econometric Evaluation of Health Policies," Health, Econometrics and Data Group (HEDG) Working Papers 09/09, HEDG, c/o Department of Economics, University of York.
    20. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Beyond the average effects: The distributional impacts of export promotion programs in developing countries," Journal of Development Economics, Elsevier, vol. 92(2), pages 201-214, July.
    21. Hans Fricke, 2017. "Identification Based on Difference-in-Differences Approaches with Multiple Treatments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(3), pages 426-433, June.
    22. Fabrice Gilles & Yannick L'Horty & Ferhat Mihoubi & Xi Yang, 2018. "Evaluating the impact of firm tax credits. Results from the French natural experiment CICE," Working Papers halshs-01878945, HAL.
    23. Peter Egger & Marko Köthenbürger & Michael Smart, 2007. "Do Fiscal Transfers Alleviate Business Tax Competition? Evidence from Germany," CESifo Working Paper Series 1955, CESifo.
    24. Carlos A. Flores & Oscar A. Mitnik, 2011. "Comparing Treatments across Labor Markets: An Assessment of Nonexperimental Multiple-Treatment Strategies," Working Papers 2011-10, University of Miami, Department of Economics.
    25. Yuanyuan Ma & Anne Nolan, 2017. "Public Healthcare Entitlements and Healthcare Utilisation among the Older Population in Ireland," Health Economics, John Wiley & Sons, Ltd., vol. 26(11), pages 1412-1428, November.
    26. Wolff, Joachim & Hohmeyer, Katrin, 2011. "Direct job creation revisited: Is it effective for welfare recipients and does it matter whether participants receive a wage?," VfS Annual Conference 2011 (Frankfurt, Main): The Order of the World Economy - Lessons from the Crisis 48722, Verein für Socialpolitik / German Economic Association.
    27. Tuomala, Juha & Hämäläinen, Kari, 2007. "Vocational Labour Market Training in Promoting Youth Employment," Discussion Papers 432, VATT Institute for Economic Research.
    28. Sascha Becker & Peter Egger & Sascha O. Becker, 2007. "Endogenous Product versus Process Innovation and a Firm’s Propensity to Export," CESifo Working Paper Series 1906, CESifo.
    29. Schultz, Birgit & Wilde, Joachim, 2007. "Vergleich der Weiterbildungsaktivitäten von Arbeitslosen und Vollzeiterwerbstätigen," IWH Discussion Papers 9/2007, Halle Institute for Economic Research (IWH).
    30. Lee, Ying-Ying, 2018. "Efficient propensity score regression estimators of multivalued treatment effects for the treated," Journal of Econometrics, Elsevier, vol. 204(2), pages 207-222.
    31. Egger, Hartmut & Egger, Peter & Greenaway, David, 2008. "The trade structure effects of endogenous regional trade agreements," Journal of International Economics, Elsevier, vol. 74(2), pages 278-298, March.
    32. Pinget, Amandine, 2016. "Spécificités des déterminants des innovations environnementales : une approche appliquée aux PME [Specificities of determinants for environmental innovation : an approach applied to SMEs]," MPRA Paper 80108, University Library of Munich, Germany.
    33. Egger, Peter & Eggert, Wolfgang & Winner, Hannes, 2010. "Saving taxes through foreign plant ownership," Journal of International Economics, Elsevier, vol. 81(1), pages 99-108, May.
    34. Jane Cooley Fruehwirth & Salvador Navarro & Yuya Takahashi, 2011. "How the Timing of Grade Retention Affects Outcomes: Identification and Estimation of Time-Varying Treatment Effects," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20117, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    35. Mora-Rivera, Jorge & Cerón-Monroy, Hazael & García-Mora, Fernando, 2019. "The impact of remittances on domestic tourism in Mexico," Annals of Tourism Research, Elsevier, vol. 76(C), pages 36-52.
    36. Son, Sung Hyun & Kim, Young-Han, 2024. "Does cross-border M&A improve merging firms’ domestic performances?," Journal of Asian Economics, Elsevier, vol. 90(C).
    37. Hirsch, Julia & Walz, Uwe, 2006. "Why do contracts differ between VC types? Market segmentation versus corporate governance varieties," CFS Working Paper Series 2006/12, Center for Financial Studies (CFS).
    38. Markussen, Simen & Røed, Knut, 2014. "The Impacts of Vocational Rehabilitation," IZA Discussion Papers 7892, Institute of Labor Economics (IZA).
    39. F. Alfonso Arellano, 2007. "The Effect of Outplacement on Unemployment Duration in Spain," Working Papers 2007-16, FEDEA.
    40. Nguyen Viet, Cuong, 2008. "Impact Evaluation of Multiple Overlapping Programs using Difference-in-differences with Matching," MPRA Paper 24899, University Library of Munich, Germany.
    41. Cuong, Nguyen Viet, 2009. "Impact evaluation of multiple overlapping programs under a conditional independence assumption," Research in Economics, Elsevier, vol. 63(1), pages 27-54, March.
    42. Datta Gupta, Nabanita & Simonsen, Marianne, 2010. "Non-cognitive child outcomes and universal high quality child care," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 30-43, February.
    43. Esposti, Roberto, 2015. "To match, not to matchm how to match: Estimating the farm-level impact of the 2005 CAP-first pillar reform," 2015 Conference, August 9-14, 2015, Milan, Italy 211625, International Association of Agricultural Economists.
    44. Nolan, Anne & Layte, Richard, 2017. "The impact of transitions in insurance coverage on GP visiting among children in Ireland," Social Science & Medicine, Elsevier, vol. 180(C), pages 94-100.
    45. Barbara Sianesi, 2013. "Dealing with randomisation bias in a social experiment exploiting the randomisation itself: the case of ERA," IFS Working Papers W13/15, Institute for Fiscal Studies.
    46. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Export Promotion: Heterogeneous Programs and Heterogeneous Effects," IDB Publications (Working Papers) 3176, Inter-American Development Bank.
    47. Esposti, Roberto, 2011. "Evaluating the CAP Reform as a multiple treatment effect: evidence from Italian farms," 122nd Seminar, February 17-18, 2011, Ancona, Italy 100216, European Association of Agricultural Economists.
    48. Dahye Kim & Byeong-il Ahn, 2020. "Eating Out and Consumers’ Health: Evidence on Obesity and Balanced Nutrition Intakes," IJERPH, MDPI, vol. 17(2), pages 1-17, January.

  37. Frölich, Markus, 2002. "Nonparametric IV Estimation of Local Average Treatment Effects with Covariates," IZA Discussion Papers 588, Institute of Labor Economics (IZA).

    Cited by:

    1. Cabane, Charlotte & Hille, Adrian & Lechner, Michael, 2015. "Mozart or Pelé? The Effects of Teenagers' Participation in Music and Sports," IZA Discussion Papers 8987, Institute of Labor Economics (IZA).
    2. Frölich, Markus & Melly, Blaise, 2008. "Unconditional Quantile Treatment Effects under Endogeneity," IZA Discussion Papers 3288, Institute of Labor Economics (IZA).
    3. Dionissi Aliprantis, 2012. "Assessing the evidence on neighborhood effects from Moving to Opportunity," Working Papers (Old Series) 1122R, Federal Reserve Bank of Cleveland.
    4. Arpino, Bruno & Pronzato, Chiara D. & Tavares, Lara P., 2012. "Mothers' Labour Market Participation: Do Grandparents Make It Easier?," IZA Discussion Papers 7065, Institute of Labor Economics (IZA).
    5. Tymon Słoczyński & S. Derya Uysal & Jeffrey M. Wooldridge, 2025. "Abadie’s Kappa and Weighting Estimators of the Local Average Treatment Effect," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 43(1), pages 164-177, January.
    6. Markus Frölich, 2008. "Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables," International Statistical Review, International Statistical Institute, vol. 76(2), pages 214-227, August.
    7. Dambala Gelo & Steven F. Koch & Edwin Muchapondwah, 2013. "Do the Poor Benefit from Devolution Policies? Evidences from Quantile Treatment Effect Evaluation of Joint Forest Management," Working Papers 201388, University of Pretoria, Department of Economics.
    8. Sokbae Lee & Bernard Salani'e, 2020. "Treatment Effects with Targeting Instruments," Papers 2007.10432, arXiv.org, revised Dec 2024.
    9. Frölich, Markus & Lechner, Michael, 2006. "Exploiting Regional Treatment Intensity for the Evaluation of Labour Market Policies," IZA Discussion Papers 2144, Institute of Labor Economics (IZA).
    10. Luc Behaghel & Clément de Chaisemartin & Marc Gurgand, 2017. "Ready for Boarding? The Effects of a Boarding School for Disadvantaged Students," American Economic Journal: Applied Economics, American Economic Association, vol. 9(1), pages 140-164, January.
    11. Marco Caliendo & Stefan Tübbicke, 2020. "New evidence on long-term effects of start-up subsidies: matching estimates and their robustness," Empirical Economics, Springer, vol. 59(4), pages 1605-1631, October.
    12. Kara E. Rudolph & Iván Díaz, 2022. "When the ends do not justify the means: Learning who is predicted to have harmful indirect effects," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(S2), pages 573-589, December.
    13. de Luna Xavier & Johansson Per, 2014. "Testing for the Unconfoundedness Assumption Using an Instrumental Assumption," Journal of Causal Inference, De Gruyter, vol. 2(2), pages 187-199, September.
    14. Denni Tommasi & Lina Zhang, 2020. "Bounding Program Benefits When Participation is Misreported," Monash Econometrics and Business Statistics Working Papers 24/20, Monash University, Department of Econometrics and Business Statistics.
    15. Erich Battistin & Michele De Nadai & Daniela Vuri, 2014. "Counting Rotten Apples: Student Achievement and Score Manipulation in Italian Elementary Schools," CEIS Research Paper 329, Tor Vergata University, CEIS, revised 08 Sep 2014.
    16. Lechner, Michael & Fricke, Hans & Steinmayr, Andreas, 2017. "The Effect of Physical Activity on Student Performance in College: An Experimental Evaluation," CEPR Discussion Papers 12052, C.E.P.R. Discussion Papers.
    17. Joshua D. Angrist, 2004. "Treatment effect heterogeneity in theory and practice," Economic Journal, Royal Economic Society, vol. 114(494), pages 52-83, March.
    18. Frölich, Markus & Huber, Martin, 2017. "Including Covariates in the Regression Discontinuity Design," IZA Discussion Papers 11138, Institute of Labor Economics (IZA).
    19. Clément de Chaisemartin, 2012. "Fuzzy differences in differences," Working Papers halshs-00671368, HAL.
    20. Asadul Islam & Russell Smyth, 2015. "Do Fertility Control Policies Affect Health in Old Age? Evidence from China's One‐Child Experiment," Health Economics, John Wiley & Sons, Ltd., vol. 24(5), pages 601-616, May.
    21. Yuehao Bai & Jizhou Liu & Azeem M. Shaikh & Max Tabord-Meehan, 2023. "On the Efficiency of Finely Stratified Experiments," Papers 2307.15181, arXiv.org, revised Mar 2025.
    22. Michal Kolesár, 2013. "Estimation in an Instrumental Variables Model With Treatment Effect Heterogeneity," Working Papers 2013-2, Princeton University. Economics Department..
    23. Masakure, Oliver, 2016. "The effect of employee loyalty on wages," Journal of Economic Psychology, Elsevier, vol. 56(C), pages 274-298.
    24. Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney K. Newey & James Robins, 2017. "Double/debiased machine learning for treatment and structural parameters," CeMMAP working papers CWP28/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    25. Biggeri, Mario & Burchi, Francesco & Ciani, Federico & Herrmann, Raoul, 2018. "Linking small-scale farmers to the durum wheat value chain in Ethiopia: Assessing the effects on production and wellbeing," Food Policy, Elsevier, vol. 79(C), pages 77-91.
    26. Hans Fricke & Markus Frölich & Martin Huber & Michael Lechner, 2020. "Endogeneity and non‐response bias in treatment evaluation – nonparametric identification of causal effects by instruments," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(5), pages 481-504, August.
    27. Zhichao Jiang & Shu Yang & Peng Ding, 2022. "Multiply robust estimation of causal effects under principal ignorability," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(4), pages 1423-1445, September.
    28. Hong, Han & Nekipelov, Denis, 2012. "Efficient local IV estimation of an empirical auction model," Journal of Econometrics, Elsevier, vol. 168(1), pages 60-69.
    29. Jason Abrevaya & Yu-Chin Hsu & Robert P. Lieli, 2015. "Estimating Conditional Average Treatment Effects," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(4), pages 485-505, October.
    30. Atila Abdulkadiroglu & Joshua D. Angrist & Yusuke Narita & Parag A. Pathak, 2015. "Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation," NBER Working Papers 21705, National Bureau of Economic Research, Inc.
    31. Ham, John C. & Li, Xianghong & Reagan, Patricia B., 2011. "Matching and semi-parametric IV estimation, a distance-based measure of migration, and the wages of young men," Journal of Econometrics, Elsevier, vol. 161(2), pages 208-227, April.
    32. de Luna, Xavier & Johansson, Per, 2012. "Testing for nonparametric identification of causal effects in the presence of a quasi-instrument," Working Paper Series 2012:14, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    33. Christina Felfe & Michael Lechner & Petra Thiemann, 2013. "After-School Care and Parents' Labor Supply," CESifo Working Paper Series 4487, CESifo.
    34. Gerard J. van den Berg & Pia R. Pinger & Johannes Schoch, 2016. "Instrumental Variable Estimation of the Causal Effect of Hunger Early in Life on Health Later in Life," Economic Journal, Royal Economic Society, vol. 126(591), pages 465-506, March.
    35. Gill, Andrej & Walz, Uwe, 2016. "Are VC-backed IPOs delayed trade sales?," Journal of Corporate Finance, Elsevier, vol. 37(C), pages 356-374.
    36. Johansson, Per & Lindahl, Erica, 2010. "Can sickness absence be affected by information meetings? Evidence from a social experiment," Working Paper Series 2010:11, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    37. Frölich, Markus & Melly, Blaise, 2008. "Identification of Treatment Effects on the Treated with One-Sided Non-Compliance," IZA Discussion Papers 3671, Institute of Labor Economics (IZA).
    38. Frölich, Markus, 2002. "Programme Evaluation with Multiple Treatments," IZA Discussion Papers 542, Institute of Labor Economics (IZA).
    39. Bruno Arpino & Chiara Pronzato & Lara Tavares, 2014. "The Effect of Grandparental Support on Mothers’ Labour Market Participation: An Instrumental Variable Approach," European Journal of Population, Springer;European Association for Population Studies, vol. 30(4), pages 369-390, November.
    40. Aassve, Arnstein & Arpino, Bruno, 2008. "Estimation of causal effects of fertility on economic wellbeing: evidence from rural Vietnam," ISER Working Paper Series 2007-27, Institute for Social and Economic Research.
    41. Stefanie Behncke, 2012. "Does retirement trigger ill health?," Health Economics, John Wiley & Sons, Ltd., vol. 21(3), pages 282-300, March.
    42. Stephen G. Donald & Yu-Chin Hsu & Robert P. Lieli, 2010. "Inverse Propensity Score Weighted Estimation of Local Average Treatment Effects and a Test of the Unconfoundedness Assumption," CEU Working Papers 2012_9, Department of Economics, Central European University, revised 11 Aug 2010.
    43. Huber, Martin & Mellace, Giovanni, 2012. "Relaxing monotonicity in the identification of local average treatment effects," Economics Working Paper Series 1212, University of St. Gallen, School of Economics and Political Science.
    44. Frölich, Markus & Huber, Martin, 2014. "Direct and Indirect Treatment Effects: Causal Chains and Mediation Analysis with Instrumental Variables," IZA Discussion Papers 8280, Institute of Labor Economics (IZA).
    45. Goff, Leonard, 2024. "A vector monotonicity assumption for multiple instruments," Journal of Econometrics, Elsevier, vol. 241(1).
    46. Marco Doretti & Martina Raggi & Elena Stanghellini, 2022. "Exact parametric causal mediation analysis for a binary outcome with a binary mediator," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 31(1), pages 87-108, March.
    47. Julia Schmieder, 2020. "Fertility as a Driver of Maternal Employment," Discussion Papers of DIW Berlin 1882, DIW Berlin, German Institute for Economic Research.
    48. Hugo Bodory & Martin Huber & Michael Lechner, 2022. "The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates," Papers 2212.07379, arXiv.org.
    49. Jan Priebe, 2020. "Quasi-experimental evidence for the causal link between fertility and subjective well-being," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(3), pages 839-882, July.
    50. Salanié, Bernard & Lee, Sokbae, 2020. "Filtered and Unfiltered Treatment Effects with Targeting Instruments," CEPR Discussion Papers 15092, C.E.P.R. Discussion Papers.
    51. Knaus, Michael C. & Lechner, Michael & Reimers, Anne K., 2020. "For better or worse? – The effects of physical education on child development," Labour Economics, Elsevier, vol. 67(C).
    52. Chen, Jiafeng & Ritzwoller, David M., 2023. "Semiparametric estimation of long-term treatment effects," Journal of Econometrics, Elsevier, vol. 237(2).
    53. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
    54. Felfe, Christina & Lechner, Michael & Steinmayr, Andreas, 2011. "Sport and Child Development," Economics Working Paper Series 1135, University of St. Gallen, School of Economics and Political Science.
    55. Frölich, Markus & Huber, Martin, 2014. "Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition," IZA Discussion Papers 7972, Institute of Labor Economics (IZA).
    56. Schiprowski, Amelie, 2017. "The Role of Caseworkers in Unemployment Insurance: Evidence from Unplanned Absences," IZA Discussion Papers 11040, Institute of Labor Economics (IZA).
    57. Asadul Islam Author-X-Name-Asadul, 2008. "Who Benefits From Microfinance? The Impact Evaluation Of Large Scale Programs In Bangladesh," Monash Economics Working Papers 29/08, Monash University, Department of Economics.
    58. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2009. "Does Leaving Welfare Improve Health? Evidence for Germany," IZA Discussion Papers 4370, Institute of Labor Economics (IZA).
    59. Gelo, Dambala & Muchapondwa, Edwin & Koch, Steven F., 2016. "Decentralization, market integration and efficiency-equity trade-offs: Evidence from Joint Forest Management in Ethiopian villages," Journal of Forest Economics, Elsevier, vol. 22(C), pages 1-23.
    60. Joshua Angrist & Miikka Rokkanen, 2012. "Wanna Get Away? RD Identification Away from the Cutoff," NBER Working Papers 18662, National Bureau of Economic Research, Inc.
    61. Daly, Moira, 2015. "The long term returns of attempting self-employment with regular employment as a fall back option," Labour Economics, Elsevier, vol. 35(C), pages 26-52.
    62. Satimanon, Monthien, 2011. "Comparison of Approaches to Measuring the Causes of Income Inequality," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103844, Agricultural and Applied Economics Association.
    63. Joo, Joonhwi & LaLonde, Robert J., 2014. "Testing for Selection Bias," IZA Discussion Papers 8455, Institute of Labor Economics (IZA).
    64. Dambala Gelo & Steven F. Koch, 2011. "The Welfare Effect of Common Property Forestry Rights:Evidence from Ethiopian Villages," Working Papers 201123, University of Pretoria, Department of Economics.
    65. Michael Lechner, 2002. "Mikroökonometrische Evaluation arbeitsmarktpolitischer Massnahmen," University of St. Gallen Department of Economics working paper series 2002 2002-20, Department of Economics, University of St. Gallen.
    66. Murard, Elie, 2019. "The Impact of Migration on Family Left Behind: Estimation in Presence of Intra-Household Selection of Migrants," IZA Discussion Papers 12094, Institute of Labor Economics (IZA).
    67. Donald, Stephen G. & Hsu, Yu-Chin & Lieli, Robert P., 2014. "Inverse probability weighted estimation of local average treatment effects: A higher order MSE expansion," Statistics & Probability Letters, Elsevier, vol. 95(C), pages 132-138.
    68. Tobias J. Klein, 2006. "College Education and Wages in the U.K.: Estimating Conditional Average Structural Functions in Nonadditive Models with Binary Endogenous Variables," JEPS Working Papers 06-001, JEPS.
    69. Aradhna Aggarwal, 2023. "How special are special economic zones: Evidence from South Asia," The World Economy, Wiley Blackwell, vol. 46(8), pages 2361-2382, August.
    70. Steinmayr, Andreas, 2014. "When a random sample is not random: Bounds on the effect of migration on household members left behind," Kiel Working Papers 1975, Kiel Institute for the World Economy (IfW Kiel).
    71. Buechel, Berno & Gangl, Selina & Huber, Martin, 2021. "How residence permits affect the labor market attachment of foreign workers: Evidence from a migration lottery in Liechtenstein," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242357, Verein für Socialpolitik / German Economic Association, revised 2021.
    72. Poeschel, Friedrich, 2014. "Assignment vs. choice: lessons from training vouchers," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100606, Verein für Socialpolitik / German Economic Association.
    73. Erin E. Smith, 2019. "Are Antitakeover Amendments Good for Shareholders? Evidence from the Adoption of Antitakeover Provisions in the Post-SOX Era," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 9(04), pages 1-40, December.
    74. Nicolas Apfel & Helmut Farbmacher & Rebecca Groh & Martin Huber & Henrika Langen, 2022. "Detecting Grouped Local Average Treatment Effects and Selecting True Instruments," Papers 2207.04481, arXiv.org, revised Oct 2023.
    75. Bastian Kordyaka & Mario Lackner & Hendrik Sonnabend, 2019. "Can too many cooks spoil the broth? Coordination costs, fatigue, and performance in high-intensity tasks," Economics working papers 2019-19, Department of Economics, Johannes Kepler University Linz, Austria.
    76. Deuchert, Eva & Wunsch, Conny, 2010. "Evaluating Nationwide Health Interventions When Standard Before-After Doesn't Work: Malawi's ITN Distribution Program," IZA Discussion Papers 4896, Institute of Labor Economics (IZA).
    77. Tamini, Lota D., 2011. "A nonparametric analysis of the impact of agri-environmental advisory activities on best management practice adoption: A case study of Québec," Ecological Economics, Elsevier, vol. 70(7), pages 1363-1374, May.
    78. Timothy B. Armstrong & Michal Kolesar, 2014. "A Simple Adjustment for Bandwidth Snooping," Cowles Foundation Discussion Papers 1961R, Cowles Foundation for Research in Economics, Yale University, revised Jul 2015.
    79. Victor Chernozhukov & Denis Chetverikov & Mert Demirer & Esther Duflo & Christian Hansen & Whitney Newey & James Robins, 2016. "Double/Debiased Machine Learning for Treatment and Causal Parameters," Papers 1608.00060, arXiv.org, revised Nov 2024.
    80. Engström, Per & Hägglund, Pathric & Johansson, Per, 2012. "Early interventions and disability insurance: Experience from a field experiment," Working Paper Series, Center for Labor Studies 2012:10, Uppsala University, Department of Economics.
    81. Christina Felfe & Martin Huber, 2017. "Does preschool boost the development of minority children?: the case of Roma children," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 180(2), pages 475-502, February.
    82. Huber, Martin & Lechner, Michael & Steinmayr, Andreas, 2012. "Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation," Economics Working Paper Series 1226, University of St. Gallen, School of Economics and Political Science.
    83. Kerda Varaku & Robin Sickles, 2023. "Public subsidies and innovation: a doubly robust machine learning approach leveraging deep neural networks," Empirical Economics, Springer, vol. 64(6), pages 3121-3165, June.
    84. Lechner, Michael & Hille, Adrian & Cabane, Charlotte, 2015. "Mozart or Pelé? The effects of teenagers? participation in music and sports," CEPR Discussion Papers 10556, C.E.P.R. Discussion Papers.
    85. Ben-Moshe, Dan & D’Haultfœuille, Xavier & Lewbel, Arthur, 2017. "Identification of additive and polynomial models of mismeasured regressors without instruments," Journal of Econometrics, Elsevier, vol. 200(2), pages 207-222.
    86. Ozkan Eren & Serkan Ozbeklik, 2014. "Who Benefits From Job Corps? A Distributional Analysis Of An Active Labor Market Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 586-611, June.
    87. Joshua Angrist & Ivan Fernandez-Val, 2010. "ExtrapoLATE-ing: External Validity and Overidentification in the LATE Framework," NBER Working Papers 16566, National Bureau of Economic Research, Inc.
    88. Martin Huber & Michael Lechner & Conny Wunsch, 2010. "How to control for many covariates? Reliable estimators based on the propensity score," University of St. Gallen Department of Economics working paper series 2010 2010-30, Department of Economics, University of St. Gallen.
    89. Manu Navjeevan & Rodrigo Pinto & Andres Santos, 2023. "Identification and Estimation in a Class of Potential Outcomes Models," Papers 2310.05311, arXiv.org.
    90. Tamini, Lota D., 2009. "Agri-Environment Advisory Activities Effects on Best Management Practices Adoption," MPRA Paper 18961, University Library of Munich, Germany.
    91. Fricke, Hans & Lechner, Michael & Steinmayr, Andreas, 2018. "The effects of incentives to exercise on student performance in college," Economics of Education Review, Elsevier, vol. 66(C), pages 14-39.
    92. Carolina Caetano & Juan Carlos Escaniano, 2015. "Identifying Multiple Marginal Effects with a Single Binary Instrument or by Regression Discontinuity," CAEPR Working Papers 2015-009, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
    93. Biggeri, Mario & Carraro, Alessandro & Ciani, Federico & Romano, Donato, 2022. "Disentangling the impact of a multiple-component project on SDG dimensions: The case of durum wheat value chain development in Oromia (Ethiopia)," World Development, Elsevier, vol. 153(C).
    94. Michael Lechner & Markus Froelich, 2010. "Combining Matching and Nonparametric IV Estimation: Theory and an Application to the Evaluation of Active Labour Market Policies," University of St. Gallen Department of Economics working paper series 2010 2010-21, Department of Economics, University of St. Gallen.
    95. Phillip Heiler, 2022. "Efficient Covariate Balancing for the Local Average Treatment Effect," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(4), pages 1569-1582, October.
    96. Marta Degl'Innocenti & Roman Matousek & Nickolaos G Tzeremes, 2018. "Financial centres' competitiveness and economic convergence: Evidence from the European Union regions," Environment and Planning A, , vol. 50(1), pages 133-156, February.
    97. von Hinke, Stephanie & Davey Smith, George & Lawlor, Debbie A. & Propper, Carol & Windmeijer, Frank, 2016. "Genetic markers as instrumental variables," Journal of Health Economics, Elsevier, vol. 45(C), pages 131-148.
    98. Nibbering, Didier & Oosterveen, Matthijs & Silva, Pedro Luís, 2022. "Clustered Local Average Treatment Effects: Fields of Study and Academic Student Progress," IZA Discussion Papers 15159, Institute of Labor Economics (IZA).
    99. Lechner, Michael, 2013. "Treatment effects and panel data," Economics Working Paper Series 1314, University of St. Gallen, School of Economics and Political Science.
    100. Jenny Häggström & Xavier Luna, 2014. "Targeted smoothing parameter selection for estimating average causal effects," Computational Statistics, Springer, vol. 29(6), pages 1727-1748, December.
    101. Henrik Sigstad, 2024. "Marginal Treatment Effects and Monotonicity," Papers 2404.03235, arXiv.org.
    102. Aradhna Aggarwal & Ankita Garg, 2024. "Socioeconomic Effects of Land Use Change for Industrialization: Evidence-Informed Learnings from Sri City India," Businesses, MDPI, vol. 4(3), pages 1-16, July.
    103. Martin Huber & Giovanni Mellace, 2015. "Testing Instrument Validity for LATE Identification Based on Inequality Moment Constraints," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 398-411, May.
    104. Derya Uysal, 2023. "Abadie's kappa and weighting estimators of the local average treatment effect," Economics Virtual Symposium 2023 01, Stata Users Group.
    105. Lv, Xiaofeng & Sun, Xu-Ran & Lu, Yue & Li, Rui, 2019. "Nonparametric identification and estimation of dynamic treatment effects for survival data in a regression discontinuity design," Economics Letters, Elsevier, vol. 184(C).
    106. Brutscher, P-B., 2012. "Making Sense of Oil Stamp Saving Schemes," Cambridge Working Papers in Economics 1203, Faculty of Economics, University of Cambridge.
    107. Priebe, Jan, 2011. "Child Costs and the Causal Effect of Fertility on Female Labor Supply: An investigation for Indonesia 1993-2008," Proceedings of the German Development Economics Conference, Berlin 2011 67, Verein für Socialpolitik, Research Committee Development Economics.

  38. Frölich, Markus & Heshmati, Almas & Lechner, Michael, 2000. "A Microeconometric Evaluation of Rehabilitation of Long-term Sickness in Sweden," SSE/EFI Working Paper Series in Economics and Finance 373, Stockholm School of Economics, revised 07 Jun 2000.

    Cited by:

    1. Richard Disney & Eleonora Fischera & Trudy Owens, 2010. "Has the Introduction of Microfinance Crowded-out Informal Loans in Malawi?," Discussion Papers 10/08, University of Nottingham, CREDIT.
    2. Yamada, Hiroyuki, 2013. "Does the exchange rate regime make a difference in inflation performance in developing and emerging countries?: The role of inflation targeting," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 968-989.
    3. Barbara Sianesi, 2002. "Swedish active labour market programmes in the 1990s: overall effectiveness and differential performance," IFS Working Papers W02/03, Institute for Fiscal Studies.
    4. Flores, Carlos A. & Mitnik, Oscar A., 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," IZA Discussion Papers 4451, Institute of Labor Economics (IZA).
    5. Nicolas Ziebarth, 2014. "Assessing the effectiveness of health care cost containment measures: evidence from the market for rehabilitation care," International Journal of Health Economics and Management, Springer, vol. 14(1), pages 41-67, March.
    6. Holm, Anders & Høgelund, Jan & Gørtz, Mette & Rasmussen, Kristin Storck & Houlberg, Helle Sofie Bøje, 2017. "Employment effects of active labor market programs for sick-listed workers," Journal of Health Economics, Elsevier, vol. 52(C), pages 33-44.
    7. Ziebarth, Nicolas R., 2013. "Long-term absenteeism and moral hazard—Evidence from a natural experiment," Labour Economics, Elsevier, vol. 24(C), pages 277-292.
    8. Kai Rehwald & Michael Rosholm & Bénédicte Rouland, 2015. "Does Activating Sick-Listed Workers Work? Evidence from a Randomized Experiment," Working Papers hal-01228454, HAL.
    9. Nicolas R. Ziebarth & Martin Karlsson, 2009. "The Effects of Expanding the Generosity of the Statutory Sickness Insurance System," SOEPpapers on Multidisciplinary Panel Data Research 245, DIW Berlin, The German Socio-Economic Panel (SOEP).
    10. Pons Rotger, Gabriel & Rosholm, Michael, 2020. "The Role of Beliefs in Long Sickness Absence: Experimental Evidence from a Psychological Intervention," IZA Discussion Papers 13582, Institute of Labor Economics (IZA).
    11. Nuria Rodriguez-Planas†, 2007. "What Works Best For Getting The Unemployed Back To Work: Employment Services Or Small-Business Assistance Programmes? Evidence From Romania," Working Papers 2007-32, FEDEA.
    12. Brändle, Tobias & Fervers, Lukas, 2018. "Give it Another Try: What are the Effects of a Job Creation Scheme Especially Designed for Hard-to-Place Workers?," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181536, Verein für Socialpolitik / German Economic Association.
    13. Yannick L'Horty & François Maheu, 2024. "La mobilité professionnelle des personnes en situation de handicap : une étude de cas sur l’établissement public de la Caisse des Dépôts," TEPP Research Report 2024-06, TEPP.
    14. Kai Rehwald & Michael Rosholm & Bénédicte Rouland, 2018. "Labour market effects of activating sick-listed workers," Post-Print hal-03701057, HAL.
    15. Andrén D & Andrén T, 2009. "Part-Time Sick Leave as a Treatment Method?," Health, Econometrics and Data Group (HEDG) Working Papers 09/01, HEDG, c/o Department of Economics, University of York.
    16. Pilar García Gómez & Angel López Nicolás, 2006. "Health shocks, employment and income in the Spanish labour market," Health Economics, John Wiley & Sons, Ltd., vol. 15(9), pages 997-1009, September.
    17. Nicolas R. Ziebarth, 2018. "Social Insurance and Health," Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 57-84, Emerald Group Publishing Limited.
    18. Ekhaugen, Tyra, 2007. "Long-term Outcomes of Vocational Rehabilitation Programs: Labor Market Transitions and Job Durations for Immigrants," Memorandum 10/2007, Oslo University, Department of Economics.
    19. Michael Lechner, 2005. "Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods," Labor and Demography 0505006, University Library of Munich, Germany.
    20. Carlos A. Flores & Oscar A. Mitnik, 2011. "Comparing Treatments across Labor Markets: An Assessment of Nonexperimental Multiple-Treatment Strategies," Working Papers 2011-10, University of Miami, Department of Economics.
    21. Gevrek, Z. Eylem & Seiberlich, Ruben R., 2014. "Semiparametric decomposition of the gender achievement gap: An application for Turkey," Labour Economics, Elsevier, vol. 31(C), pages 27-44.
    22. Pichler, Stefan & Ziebarth, Nicolas R., 2024. "Sick leave and medical leave in the United States: A categorization and recent trends," ZEW Discussion Papers 24-011, ZEW - Leibniz Centre for European Economic Research.
    23. Aakvik, Arild & Heckman, James J. & Vytlacil, Edward J., 2005. "Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 15-51.
    24. Frölich, Markus & Heshmati, Almas & Lechner, Michael, 2000. "A Microeconometric Evaluation of Rehabilitation of Long-term Sickness in Sweden," SSE/EFI Working Paper Series in Economics and Finance 373, Stockholm School of Economics, revised 07 Jun 2000.
    25. Jan Høgelund & Anders Holm, "undated". "The Reservation Wage Theory, Vocational Rehabilitation and the Return to Work of Disabled Employees," CAM Working Papers 2006-07, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
    26. Hagen, Tobias, 2016. "Econometric Evaluation of a Placement Coaching Program for Recipients of Disability Insurance Benefits in Switzerland," VfS Annual Conference 2016 (Augsburg): Demographic Change 145736, Verein für Socialpolitik / German Economic Association.
    27. Sianesi, Barbara, 2008. "Differential effects of active labour market programs for the unemployed," Labour Economics, Elsevier, vol. 15(3), pages 370-399, June.
    28. Sianesi, Barbara, 2002. "Differential effects of Swedish active labour market programmes for unemployed adults during the 1990s," Working Paper Series 2002:5, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    29. Bryson, Alex & Dorsett, Richard & Purdon, Susan, 2002. "The use of propensity score matching in the evaluation of active labour market policies," LSE Research Online Documents on Economics 4993, London School of Economics and Political Science, LSE Library.
    30. Pilar García Gómez, 2008. "Institutions, health shocks and labour outcomes across Europe," Working Papers 2008-01, FEDEA.
    31. Markussen, Simen & Røed, Knut, 2014. "The Impacts of Vocational Rehabilitation," IZA Discussion Papers 7892, Institute of Labor Economics (IZA).
    32. Inha Oh & Jeong-Dong Lee & Almas Heshmati & Gyoung-Gyu Choi, 2009. "Evaluation of credit guarantee policy using propensity score matching," Small Business Economics, Springer, vol. 33(3), pages 335-351, October.
    33. Markussen, Simen & Røed, Knut, 2014. "Leaving Poverty Behind? The Effects of Generous Income Support Paired with Activation," IZA Discussion Papers 8245, Institute of Labor Economics (IZA).
    34. Tobias Brändle & Lukas Fervers, 2017. "Give it Another Try: What are the Effects of a Public Employment Scheme Especially Designed for Hard-to-Place Workers?," IAW Discussion Papers 129, Institut für Angewandte Wirtschaftsforschung (IAW).
    35. Westlie, Lars, 2008. "Norwegian Vocational Rehabilitation Programs: Improving Employability and Preventing Disability?," Memorandum 24/2008, Oslo University, Department of Economics.
    36. Bach, Henning & Datta Gupta, Nabanita & Høgelund, Jan, 2007. "Employment Effects of Educational Measures for Work-Injured People," IZA Discussion Papers 2657, Institute of Labor Economics (IZA).
    37. Hogelund, Jan & Holm, Anders, 2006. "Case management interviews and the return to work of disabled employees," Journal of Health Economics, Elsevier, vol. 25(3), pages 500-519, May.
    38. T. Everhardt & Ph. Jong, 2011. "Return to Work After Long Term Sickness," De Economist, Springer, vol. 159(3), pages 361-380, September.
    39. Steven Stern & John Pepper & David Dean & Robert Schmidt, 2011. "The Effects of Vocational Rehabilitation for People with Mental Illlness," Virginia Economics Online Papers 382, University of Virginia, Department of Economics.
    40. Hagen, Tobias, 2016. "Econometric evaluation of a placement coaching program for recipients of disability insurance benefits in Switzerland," Working Paper Series 10, Frankfurt University of Applied Sciences, Faculty of Business and Law.
    41. Gutirrez Romero, Roxana, 2009. "Estimating the impact of England's area-based intervention 'New Deal for Communities' on employment," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 323-331, May.
    42. Markus Frölich, 2007. "On the inefficiency of propensity score matching," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 91(3), pages 279-290, October.
    43. Dongphil Chun & Yanghon Chung & Chungwon Woo & Hangyeol Seo & Hyesoo Ko, 2015. "Labor Union Effects on Innovation and Commercialization Productivity: An Integrated Propensity Score Matching and Two-Stage Data Envelopment Analysis," Sustainability, MDPI, vol. 7(5), pages 1-19, April.
    44. Pedersen, Morten Saaby & Arendt, Jacob Nielsen, 2014. "Bargaining for health: A case study of a collective agreement-based health program for manual workers," Journal of Health Economics, Elsevier, vol. 37(C), pages 123-136.
    45. Foliano, Francesca & Green, Francis & Sartarelli, Marcello, 2019. "Away from home, better at school. The case of a British boarding school," Economics of Education Review, Elsevier, vol. 73(C).
    46. Jan Høgelund & Anders Holm, "undated". "Returning Long-Term Sick-Listed to Work - The effects of education in a competing risk model with time varying covariates and unobserved heterogeneity," CAM Working Papers 2002-03, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
    47. Richard Dorsett, 2004. "The new deal for young people: effect of the options on the labour market status of young men," PSI Research Discussion Series 7, Policy Studies Institute, UK.
    48. Francesca Foliano & Francis Green & Marcello Sartarelli, 2017. "Can Talented Pupils with Low Socio-economic Status Shine? Evidence from a Boarding School," Working Papers. Serie AD 2017-05, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).

Articles

  1. Robert Poppe & Markus Frölich & Getinet Haile, 2019. "School Meals and Educational Outcomes in Rural Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 55(8), pages 1741-1756, August.

    Cited by:

    1. Enrico Fornasiero, 2024. "The Impact of Non-Governmental Organisations on Children’s Wellbeing: Evidence from Ethiopia," Working Papers 2024: 18, Department of Economics, University of Venice "Ca' Foscari".
    2. Blom, Sylvia A., 2021. "Financial stress and decision-making: Evidence from market vendors in Addis Ababa," 2021 Annual Meeting, August 1-3, Austin, Texas 313928, Agricultural and Applied Economics Association.

  2. Markus Frölich & Andreas Landmann, 2018. "Effects of Insurance on Child Labour: Ex-Ante and Ex-Post Behavioural Changes," Journal of Development Studies, Taylor & Francis Journals, vol. 54(6), pages 1002-1018, June.

    Cited by:

    1. Bang, James & Mitra, Aniruddha & Abbas, Faisal, 2023. "Remittances and Child Labor in Pakistan: A Tale of Complementarities," GLO Discussion Paper Series 1285, Global Labor Organization (GLO).
    2. Rukundo, Emmanuel Nshakira & Schroeder, Sarah & Hisarciklilar, Mehtap & McKay, Andrew D., 2024. "Health insurance premium changes and labor supply: Evidence from a low-income country," Ruhr Economic Papers 1103, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    3. Fischer, Torben & Frölich, Markus & Landmann, Andreas, 2018. "Adverse Selection in Low-Income Health Insurance Markets: Evidence from a RCT in Pakistan," IZA Discussion Papers 11751, Institute of Labor Economics (IZA).
    4. Busquet, Milande & Bosma, Niels & Hummels, Harry, 2021. "A multidimensional perspective on child labor in the value chain: The case of the cocoa value chain in West Africa," World Development, Elsevier, vol. 146(C).
    5. Simona Helmsmüller & Andreas Landmann, 2022. "Does free hospitalization insurance change health care consumption of the poor? Short-term evidence from Pakistan," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 47(1), pages 238-275, March.

  3. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2017. "The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation," Computational Statistics & Data Analysis, Elsevier, vol. 115(C), pages 91-102.
    See citations under working paper version above.
  4. Markus Frölich & Martin Huber, 2017. "Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(5), pages 1645-1666, November.
    See citations under working paper version above.
  5. Landmann, Andreas & Frölich, Markus, 2015. "Can health-insurance help prevent child labor? An impact evaluation from Pakistan," Journal of Health Economics, Elsevier, vol. 39(C), pages 51-59.

    Cited by:

    1. Isaac Akomea-Frimpong & Caleb Boadi & Roger Owusu-Boafo, 2021. "Determinants and challenges of supplying microlife insurance in Ghana," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 46(3), pages 331-357, July.
    2. Jin Liu & Yufeng Lu & Qing Xu & Qing Yang, 2019. "Public Health Insurance, Non-Farm Labor Supply, and Farmers’ Income: Evidence from New Rural Cooperative Medical Scheme," IJERPH, MDPI, vol. 16(23), pages 1-15, December.
    3. Charles S. Tundui & Hawa P. Tundui, 2018. "Examining the effect of child labour in the profitability of women owned enterprises: a case of microcredit supported enterprises in Tanzania," Journal of Global Entrepreneurship Research, Springer;UNESCO Chair in Entrepreneurship, vol. 8(1), pages 1-16, December.
    4. Phuong Huu Khiem & Yu-Chen Kuo, 2022. "Health insurance reform impact on children’s educational attainment: evidence from Vietnam," Review of Economics of the Household, Springer, vol. 20(4), pages 1255-1285, December.
    5. Dammert, Ana C. & de Hoop, Jacobus & Mvukiyehe, Eric & Rosati, Furio C., 2018. "Effects of public policy on child labor: Current knowledge, gaps, and implications for program design," World Development, Elsevier, vol. 110(C), pages 104-123.
    6. Büttner, Nicolas & Grimm, Michael & Günther, Isabel & Harttgen, Kenneth & Klasen, Stephan, 2022. "The fertility transition in Sub-Saharan Africa: The role of structural change," Passauer Diskussionspapiere, Volkswirtschaftliche Reihe V-90-22, University of Passau, Faculty of Business and Economics.
    7. Nshakira-Rukundo, Emmanuel & Mussa, Essa Chanie & Gerber, Nicolas & von Braun, Joachim, 2020. "Impact of voluntary community-based health insurance on child stunting: Evidence from rural Uganda," Social Science & Medicine, Elsevier, vol. 245(C).
    8. Strobl, Renate, 2022. "Background risk, insurance and investment behaviour: Experimental evidence from Kenya," Journal of Economic Behavior & Organization, Elsevier, vol. 202(C), pages 34-68.
    9. Tanguy Bernard & Markus Frölich & Andreas Landman & Pia Naima Unte & Angelino Viceisza, 2015. "Building trust in rural producers organizations in Senegal: results from a randomized controlled trial," Working Papers hal-02146207, HAL.
    10. Bang, James & Mitra, Aniruddha & Abbas, Faisal, 2023. "Remittances and Child Labor in Pakistan: A Tale of Complementarities," GLO Discussion Paper Series 1285, Global Labor Organization (GLO).
    11. Kelly Jones & Erick Gong, 2019. "Precautionary Savings and Shock-Coping Behaviors: The Effects of Promoting Mobile Bank Savings on Transactional Sex in Kenya," Working Papers 2019-06, American University, Department of Economics.
    12. Michael Grimm, 2021. "Rainfall risk, fertility and development: evidence from farm settlements during the American demographic transition," Journal of Economic Geography, Oxford University Press, vol. 21(4), pages 593-618.
    13. Strupat, Christoph, 2016. "From protection to reduction? The impact of the public health insurance scheme on child labour in Ghana," IDOS Discussion Papers 16/2016, German Institute of Development and Sustainability (IDOS).
    14. Fumagalli, Laura & Martin, Thomas, 2023. "Child labor among farm households in Mozambique and the role of reciprocal adult labor," World Development, Elsevier, vol. 161(C).
    15. Rukundo, Emmanuel Nshakira & Schroeder, Sarah & Hisarciklilar, Mehtap & McKay, Andrew D., 2024. "Health insurance premium changes and labor supply: Evidence from a low-income country," Ruhr Economic Papers 1103, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    16. Fischer, Torben & Frölich, Markus & Landmann, Andreas, 2018. "Adverse Selection in Low-Income Health Insurance Markets: Evidence from a RCT in Pakistan," IZA Discussion Papers 11751, Institute of Labor Economics (IZA).
    17. Sadia Hussain & Hamna Ahmed, 2019. "The role of bundling in promoting sustainability of health insurance: evidence from Pakistan," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 44(3), pages 503-526, July.
    18. Grimm, Michael, 2016. "Rainfall Risk and Fertility: Evidence from Farm Settlements during the American Demographic Transition," IZA Discussion Papers 10351, Institute of Labor Economics (IZA).
    19. Markus Frölich & Andreas Landmann, 2018. "Effects of Insurance on Child Labour: Ex-Ante and Ex-Post Behavioural Changes," Journal of Development Studies, Taylor & Francis Journals, vol. 54(6), pages 1002-1018, June.
    20. Garcia-Mandicó, Sílvia & Reichert, Arndt & Strupat, Christoph, 2021. "The Social Value of Health Insurance: Results from Ghana," Journal of Public Economics, Elsevier, vol. 194(C).
    21. Edward Asiedu & Dorcas Sowah & Amin Karimu, 2024. "Impact of national health insurance enrolment on farm investments in Sub-Saharan Africa: empirical evidence from Ghana," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 84(4/5), pages 320-341, September.
    22. Simona Helmsmüller & Andreas Landmann, 2022. "Does free hospitalization insurance change health care consumption of the poor? Short-term evidence from Pakistan," The Geneva Risk and Insurance Review, Palgrave Macmillan;International Association for the Study of Insurance Economics (The Geneva Association), vol. 47(1), pages 238-275, March.

  6. Markus Frölich & Michael Lechner, 2015. "Combining Matching and Nonparametric Instrumental Variable Estimation: Theory and An Application to the Evaluation of Active Labour Market Policies," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(5), pages 718-738, August.

    Cited by:

    1. Hünermund, Paul & Czarnitzki, Dirk, 2019. "Estimating the causal effect of R&D subsidies in a pan-European program," Research Policy, Elsevier, vol. 48(1), pages 115-124.
    2. Huber, Martin & Wüthrich, Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," University of California at San Diego, Economics Working Paper Series qt4j29d8sc, Department of Economics, UC San Diego.
    3. Jing You & Miguel Niño‐Zarazúa, 2019. "The Intergenerational Impact of China's New Rural Pension Scheme," Population and Development Review, The Population Council, Inc., vol. 45(S1), pages 47-95, December.
    4. Fabrice Gilles & Yannick L'Horty & Ferhat Mihoubi & Xi Yang, 2018. "Evaluating the impact of firm tax credits. Results from the French natural experiment CICE," Working Papers halshs-01878945, HAL.
    5. Jing You & Miguel Niño-Zarazúa, 2017. "Smoothing or strengthening the 'Great Gatsby curve'?: The intergenerational impact of China's New Rural Pension Scheme," WIDER Working Paper Series wp-2017-199, World Institute for Development Economic Research (UNU-WIDER).
    6. Huber, Martin & Wüthrich, Kaspar, 2017. "Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review," FSES Working Papers 479, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    7. Rotar Laura Južnik, 2018. "The Effects of Expenditures for Labour Market Policy on Unemployment Rate," Business Systems Research, Sciendo, vol. 9(1), pages 55-64, March.
    8. Martin Huber & Kevin Kloiber & Lukas Laffers, 2024. "Testing identification in mediation and dynamic treatment models," Papers 2406.13826, arXiv.org.

  7. Edmark, Karin & Frölich, Markus & Wondratschek, Verena, 2014. "Sweden's school choice reform and equality of opportunity," Labour Economics, Elsevier, vol. 30(C), pages 129-142.
    See citations under working paper version above.
  8. Markus Frölich & Blaise Melly, 2013. "Identification of Treatment Effects on the Treated with One-Sided Non-Compliance," Econometric Reviews, Taylor & Francis Journals, vol. 32(3), pages 384-414, November.
    See citations under working paper version above.
  9. Vollan, Björn & Prediger, Sebastian & Frölich, Markus, 2013. "Co-managing common-pool resources: Do formal rules have to be adapted to traditional ecological norms?," Ecological Economics, Elsevier, vol. 95(C), pages 51-62.
    See citations under working paper version above.
  10. Verena Wondratschek & Karin Edmark & Markus Frolich, 2013. "The Short- and Long-term Effects of School Choice on Student Outcomes - Evidence from a School Choice Reform in Sweden," Annals of Economics and Statistics, GENES, issue 111-112, pages 71-101.
    See citations under working paper version above.
  11. Frandsen, Brigham R. & Frölich, Markus & Melly, Blaise, 2012. "Quantile treatment effects in the regression discontinuity design," Journal of Econometrics, Elsevier, vol. 168(2), pages 382-395.
    See citations under working paper version above.
  12. Prediger, Sebastian & Vollan, Björn & Frölich, Markus, 2011. "The impact of culture and ecology on cooperation in a common-pool resource experiment," Ecological Economics, Elsevier, vol. 70(9), pages 1599-1608, July.

    Cited by:

    1. Sebastian Prediger & Björn Vollan & Benedikt Herrmann, 2013. "Resource scarcity, spite and cooperation," Working Papers 2013-10, Faculty of Economics and Statistics, Universität Innsbruck.
    2. Kenta Tanaka & Keisaku Higashida & Arvin Vista & Anton Setyo Nugroho & Budi Muhamad Ruslan, 2016. "Do resource depletion experiences affect social cooperative preferences? Analysis using field experimental data on fishers in the Philippines and Indonesia," Discussion Paper Series 143, School of Economics, Kwansei Gakuin University, revised Jun 2016.
    3. Wegmann, Johannes & Mußhoff, Oliver, 2019. "Groundwater management institutions in the face of rapid urbanization – Results of a framed field experiment in Bengaluru, India," Ecological Economics, Elsevier, vol. 166(C), pages 1-1.
    4. Therese Lindahl & Anne-Sophie Crépin & Caroline Schill, 2016. "Potential Disasters can Turn the Tragedy into Success," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 65(3), pages 657-676, November.
    5. Schauf, Andrew & Oh, Poong, 2021. "Adaptation strategies and collective dynamics of extraction in networked commons of bistable resources," SocArXiv wmtqk, Center for Open Science.
    6. Siegwart Lindenberg, 2014. "Sustainable cooperation needs tinkering with both rules and social motivation," Journal of Bioeconomics, Springer, vol. 16(1), pages 71-81, April.
    7. Gugissa, Desalegn A. & Ingenbleek, Paul T.M. & van Trijp, Hans C.M., 2021. "Market knowledge as a driver of sustainable use of common-pool resources: A lab-in-the-field study among pastoralists in Ethiopia," Ecological Economics, Elsevier, vol. 185(C).
    8. Wegmann, J., 2018. "Addressing the institutional challenges of groundwater management in areas of rapid urbanization," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277268, International Association of Agricultural Economists.
    9. Daniel A. Brent & Lana Friesen & Lata Gangadharan & Andreas Leibbrandt, 2016. "Behavioral Insights from Field Experiments in Environmental Economics," Monash Economics Working Papers 34-16, Monash University, Department of Economics.
    10. Herbert Ntuli & Anne-Sophie Crépin & Caroline Schill & Edwin Muchapondwa, 2023. "Sanctioned Quotas Versus Information Provisioning for Community Wildlife Conservation in Zimbabwe: A Framed Field Experiment Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(3), pages 775-823, March.
    11. Marie-Charlotte Buisson & Arijit Das & Aditi Mukherji, 2017. "Where River Meets the Sea," Review of Market Integration, India Development Foundation, vol. 9(1-2), pages 45-65, April.
    12. Midler, Estelle & Pascual, Unai & Drucker, Adam G. & Narloch, Ulf & Soto, José Luis, 2015. "Unraveling the effects of payments for ecosystem services on motivations for collective action," Ecological Economics, Elsevier, vol. 120(C), pages 394-405.
    13. Saldarriaga-Isaza, Adrián & Arango, Santiago & Villegas-Palacio, Clara, 2015. "A behavioral model of collective action in artisanal and small-scale gold mining," Ecological Economics, Elsevier, vol. 112(C), pages 98-109.
    14. Vollan, Björn & Prediger, Sebastian & Frölich, Markus, 2013. "Co-managing common-pool resources: Do formal rules have to be adapted to traditional ecological norms?," Ecological Economics, Elsevier, vol. 95(C), pages 51-62.
    15. Ulambayar, Tungalag & Fernández-Giménez, María E., 2019. "How Community-Based Rangeland Management Achieves Positive Social Outcomes In Mongolia: A Moderated Mediation Analysis," Land Use Policy, Elsevier, vol. 82(C), pages 93-104.
    16. Schauf, Andrew & Oh, Poong, 2021. "Myopic reallocation of extraction improves collective outcomes in networked common-pool resource games," SocArXiv w2cxp, Center for Open Science.
    17. Carina Cavalcanti & Andreas Leibbrandt, 2024. "Die Hard: Exploring the Characteristics of Resource Users who Persist in the Tragedy of the Commons," Monash Economics Working Papers 2024-04, Monash University, Department of Economics.
    18. Schill, Caroline & Rocha, Juan Carlos, 2023. "Sustaining local commons in the face of uncertain ecological thresholds: Evidence from a framed field experiment with Colombian small-scale fishers," Ecological Economics, Elsevier, vol. 207(C).
    19. Choi, Jaerim & Lim, Sunghun, 2023. "Ostrom Meets the Pandemic: Lessons from Asian Rice Farming Traditions," 97th Annual Conference, March 27-29, 2023, Warwick University, Coventry, UK 334543, Agricultural Economics Society - AES.
    20. Blanco, Esther & Lopez, Maria Claudia & Villamayor-Tomas, Sergio, 2015. "Exogenous degradation in the commons: Field experimental evidence," Ecological Economics, Elsevier, vol. 120(C), pages 430-439.
    21. Bednarik, Peter & Linnerooth-Bayer, Joanne & Magnuszewski, Piotr & Dieckmann, Ulf, 2019. "A Game of Common-pool Resource Management: Effects of Communication, Risky Environment and Worldviews," Ecological Economics, Elsevier, vol. 156(C), pages 287-292.
    22. Schauf, Andrew & Oh, Poong, 2022. "Effects of uniform-allocation constraints in networked common-pool resource extraction games," SocArXiv kqfds_v1, Center for Open Science.
    23. Janssen, Marco A. & Bousquet, François & Cardenas, Juan-Camilo & Castillo, Daniel & Worrapimphong, Kobchai, 2013. "Breaking the elected rules in a field experiment on forestry resources," Ecological Economics, Elsevier, vol. 90(C), pages 132-139.
    24. Wang, Jizhe & Alita, Lita & Jiang, Ming & Nie, Zihan & Tu, Qin & Liu, Min, 2024. "Collective action in the pastural area of Inner Mongolia, China: Evidence from a lab-in-the-field experiment," Land Use Policy, Elsevier, vol. 144(C).
    25. Adam Douglas Henry & Bjoern Vollan, 2012. "Risk, Networks, and Ecological Explanations for the Emergence of Cooperation in Commons Governance," Rationality, Markets and Morals, Frankfurt School Verlag, Frankfurt School of Finance & Management, vol. 3(59), October.
    26. Schauf, Andrew & Oh, Poong, 2021. "Adaptation strategies and collective dynamics of extraction in networked commons of bistable resources," SocArXiv wmtqk_v1, Center for Open Science.
    27. Narloch, Ulf & Pascual, Unai & Drucker, Adam G., 2012. "Collective Action Dynamics under External Rewards: Experimental Insights from Andean Farming Communities," World Development, Elsevier, vol. 40(10), pages 2096-2107.
    28. Schauf, Andrew & Oh, Poong, 2021. "Myopic reallocation of extraction improves collective outcomes in networked common-pool resource games," SocArXiv w2cxp_v1, Center for Open Science.

  13. Frölich, Markus & Michaelowa, Katharina, 2011. "Peer effects and textbooks in African primary education," Labour Economics, Elsevier, vol. 18(4), pages 474-486, August.

    Cited by:

    1. Maria Kuecken & Marie-Anne Valfort, 2013. "When do textbooks matter for achievement? Evidence from African primary schools," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00828418, HAL.
    2. Moshoeshoe,Ramaele Elias, 2020. "Long-Term Effects of Free Primary Education on Educational Achievement : Evidence from Lesotho," Policy Research Working Paper Series 9404, The World Bank.
    3. Ammermueller, Andreas, 2012. "Violence in European schools: A widespread phenomenon that matters for educational production," Labour Economics, Elsevier, vol. 19(6), pages 908-922.
    4. Kengo, Igei & Takako, Yuki & Angela Demas, 2015. "Measuring Quality of Policies and Their Implementation for Better Learning: Adapting the World Bank’s SABER Tools School Autonomy and Accountability to Burkina Faso," Working Papers 109, JICA Research Institute.
    5. George Bethell, 2016. "Mathematics Education in Sub-Saharan Africa," World Bank Publications - Reports 25289, The World Bank Group.

  14. Markus Frolich & Blaise Melly, 2010. "Estimation of quantile treatment effects with Stata," Stata Journal, StataCorp LLC, vol. 10(3), pages 423-457, September.

    Cited by:

    1. Winter, Joachim & Crossley, Thomas & de Bresser, Jochem & Delaney, Liam, 2014. "Can Survey Participation Alter Household Saving Behavior?," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100379, Verein für Socialpolitik / German Economic Association.
    2. Ihle, Dorothee, 2017. "Quantile treatment effects of Riester participation on wealth," CAWM Discussion Papers 96, University of Münster, Münster Center for Economic Policy (MEP).
    3. Rui Evangelista & João Andrade E Silva & Esmeralda A. Ramalho, 2021. "How heterogeneous is the impact of energy efficiency on dwelling prices? Evidence from the application of the unconditional quantile hedonic model to the Portuguese residential market," Working Papers REM 2021/0186, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
    4. Dambala Gelo & Steven F. Koch & Edwin Muchapondwah, 2013. "Do the Poor Benefit from Devolution Policies? Evidences from Quantile Treatment Effect Evaluation of Joint Forest Management," Working Papers 201388, University of Pretoria, Department of Economics.
    5. Sandra Kendo & Josephine Tchakounte, 2022. "Impact of asset size on performance and outreach using panel quantile regression with non-additive fixed effects," Empirical Economics, Springer, vol. 62(1), pages 65-92, January.
    6. Simone Balestra & Uschi Backes-Gellner, 2014. "Heterogeneous effects of pupil-to-teacher ratio policies - A look at class size reduction and teacher aide," Economics of Education Working Paper Series 0102, University of Zurich, Department of Business Administration (IBW), revised Apr 2017.
    7. Blaise Melly und Kaspar W thrich, 2016. "Local quantile treatment effects," Diskussionsschriften dp1605, Universitaet Bern, Departement Volkswirtschaft.
    8. Jonathan D. Fisher & Joseph Marchand, 2011. "Does the Retirement Consumption Puzzle Differ Across the Distribution?," Working Papers 11-09, Center for Economic Studies, U.S. Census Bureau.
    9. Thanos Mergoupis & Robertas Zubrickas, 2024. "Work experience, information revelation, and study effort," Oxford Economic Papers, Oxford University Press, vol. 76(2), pages 495-513.
    10. Clarke, Damian & Llorca-Jaña, Manuel & Pailañir, Daniel, 2021. "The Use of Quantile Methods in Economic History," IZA Discussion Papers 14659, Institute of Labor Economics (IZA).
    11. Amr Hosny & Magda Kandil & Hamid Mohtadi, 2013. "The Egyptian Economy Post-Revolution: Sectoral Diagnosis of Potential Strengths and Binding Constraints," Working Papers 767, Economic Research Forum, revised Sep 2013.
    12. C. Rashaad Shabab, 2021. "Local droughts and income risk among Thai households," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2084-2112, November.
    13. Cid, Alejandro & Ferrés, Daniel, 2010. "The coexistence of Degree-Premium and High-Dropout Rates in the Uruguayan Secondary Education: an Incentives Problem," MPRA Paper 39912, University Library of Munich, Germany.
    14. Green, David A. & Riddell, W. Craig, 2013. "Ageing and literacy skills: Evidence from Canada, Norway and the United States," Labour Economics, Elsevier, vol. 22(C), pages 16-29.
    15. Alacevich, Caterina & Bonev, Petyo & Söderberg, Magnus, 2021. "Pro-environmental interventions and behavioral spillovers: Evidence from organic waste sorting in Sweden," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
    16. Caterina Santi & Pietro Santoleri, 2016. "Exploring the link between Innovation and Growth in Chilean firms," LEM Papers Series 2016/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    17. Liao, Wen-Chi & Zhao, Daxuan, 2019. "The selection and quantile treatment effects on the economic returns of green buildings," Regional Science and Urban Economics, Elsevier, vol. 74(C), pages 38-48.
    18. Ndlovu, Godfrey & Toerien, Francois, 2020. "The distributional impact of access to finance on poverty: evidence from selected countries in Sub-Saharan Africa," Research in International Business and Finance, Elsevier, vol. 52(C).
    19. Salvatori, Andrea, 2014. "The effects of the EU equal-treatment legislation Directive for fixed-term workers: evidence from the UK," ISER Working Paper Series 2014-21, Institute for Social and Economic Research.
    20. Magbondé, Kadoukpè Gildas & Reilly, Barry & Kauma, Bridget, 2024. "The distributional effects of rural electrification on household welfare: Evidence from Senegal," Utilities Policy, Elsevier, vol. 91(C).
    21. Francesca Caselli & Mr. Philippe Wingender, 2018. "Bunching at 3 Percent: The Maastricht Fiscal Criterion and Government Deficits," IMF Working Papers 2018/182, International Monetary Fund.
    22. Joo, Hyunjeong & Mishra, Ashok, "undated". "Impact of Off-Farm Labor Supply and Government Subsidy on Korean Farmland Value," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235748, Agricultural and Applied Economics Association.
    23. Aleksandra Parteka & Sabina Szymczak & Joanna Wolszczak-Derlacz, 2017. "Gender Wage Gap Convergence and Skills Heterogeneity in Poland (2005–2014) – Quantile Regression Analysis Based on Microdata from EU SILC," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 47, pages 129-142.
    24. Gindling,T. H. & Mossaad,Nadwa & Newhouse,David Locke, 2016. "Earnings premiums and penalties for self-employment and informal employees around the world," Policy Research Working Paper Series 7530, The World Bank.
    25. Bauer, Thomas K. & Grave, Barbara S., 2011. "Performance-related Funding of Universities – Does more Competition Lead to Grade Inflation?," Ruhr Economic Papers 288, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    26. Chris M. Herbst & Erdal Tekin, 2009. "Child Care Subsidies and Childhood Obesity," NBER Working Papers 15007, National Bureau of Economic Research, Inc.
    27. Vincenzo Atella & Joanna Kopinska, 2014. "Body Weight, Eating Patterns, and Physical Activity: The Role of Education," Demography, Springer;Population Association of America (PAA), vol. 51(4), pages 1225-1249, August.
    28. David M. Kaplan, 2020. "sivqr: Smoothed IV quantile regression," Working Papers 2009, Department of Economics, University of Missouri.
    29. Binzel, Christine & Assaad, Ragui, 2011. "Egyptian men working abroad: Labour supply responses by the women left behind," Labour Economics, Elsevier, vol. 18(S1), pages 98-114.
    30. Alex Coad & Julian Frankish & Paul Nightingale & Richard Roberts, 2014. "Business experience and start-up size: Buying more lottery tickets next time around?," Small Business Economics, Springer, vol. 43(3), pages 529-547, October.
    31. David M. Kaplan, 2022. "Smoothed instrumental variables quantile regression," Stata Journal, StataCorp LLC, vol. 22(2), pages 379-403, June.
    32. Leonardo Bonilla Mejía, 2011. "Doble jornada escolar y calidad de la educación en Colombia," Documentos de Trabajo Sobre Economía Regional y Urbana 8352, Banco de la República, Economía Regional.
    33. Bosio, Giulio, 2009. "Temporary employment and wage gap with permanent jobs: evidence from quantile regression," MPRA Paper 16055, University Library of Munich, Germany.
    34. Creemers, Sarah & Peeters, Ludo & Quiroz Castillo, Juan Luis & Vancauteren, Mark & Voordeckers, Wim, 2023. "Family firms and the labor productivity controversy: A distributional analysis of varying labor productivity gaps," Journal of Family Business Strategy, Elsevier, vol. 14(2).
    35. John Cawley & Chad Meyerhoefer, 2010. "The Medical Care Costs of Obesity: An Instrumental Variables Approach," NBER Working Papers 16467, National Bureau of Economic Research, Inc.
    36. Vincenzo Atella & Joanna Kopinska, 2011. "Body weight of Italians: the weight of Education," CEIS Research Paper 189, Tor Vergata University, CEIS, revised 23 Mar 2011.
    37. Gazali Issahaku & Awudu Abdulai, 2020. "Can Farm Households Improve Food and Nutrition Security through Adoption of Climate‐smart Practices? Empirical Evidence from Northern Ghana," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(3), pages 559-579, September.
    38. Sonja C. Kassenboehmer & Sonja G. Schatz, 2014. "Re-employment Expectations and the Eye of Providence," SOEPpapers on Multidisciplinary Panel Data Research 697, DIW Berlin, The German Socio-Economic Panel (SOEP).
    39. Daly, Moira, 2015. "The long term returns of attempting self-employment with regular employment as a fall back option," Labour Economics, Elsevier, vol. 35(C), pages 26-52.
    40. Sandeep Mohapatra, 2021. "A new approach for detecting multiple‐equilibria poverty traps," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(5), pages 894-909, July.
    41. Allcott, Hunt, 2011. "Social norms and energy conservation," Journal of Public Economics, Elsevier, vol. 95(9), pages 1082-1095.
    42. Satimanon, Monthien, 2011. "Comparison of Approaches to Measuring the Causes of Income Inequality," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103844, Agricultural and Applied Economics Association.
    43. Rahman, Mustafizur & Al-Hasan, Md., 2018. "Returns to Schooling in Bangladesh Revisited: An Instrumental Variable Quantile Regression Approach," Bangladesh Development Studies, Bangladesh Institute of Development Studies (BIDS), vol. 41(02), pages 27-42, June.
    44. Ana Carolina Pereira Zoghbi & Paula Louzano, 2014. "Avaliando O Impacto Do Caderno De Apoioe Aprendizagem Na Rede De Ensino Municipal De São Paulo: Efeitos Médiose Heterogêneos," Anais do XL Encontro Nacional de Economia [Proceedings of the 40th Brazilian Economics Meeting] 222, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    45. Damiani, Mirella & Pompei, Fabrizio & Ricci, Andrea, 2018. "The role of employee incentive pay in the competitiveness of family and non-family firms," MPRA Paper 91303, University Library of Munich, Germany.
    46. Bola Amoke Awotide & Adebayo Ogunniyi & Kehinde Oluseyi Olagunju & Lateef Olalekan Bello & Amadou Youssouf Coulibaly & Alexander Nimo Wiredu & Bourémo Kone & Aly Ahamadou & Victor Manyong & Tahirou Ab, 2022. "Evaluating the Heterogeneous Impacts of Adoption of Climate-Smart Agricultural Technologies on Rural Households’ Welfare in Mali," Agriculture, MDPI, vol. 12(11), pages 1-16, November.
    47. Marilena Furno & Francesco Caracciolo, 2025. "Propensity Score in the Tails and Returns to Education in Italy," Economies, MDPI, vol. 13(2), pages 1-28, February.
    48. Timothy R Wojan & Bonnie Nichols, 2018. "Design, innovation, and rural creative places: Are the arts the cherry on top, or the secret sauce?," PLOS ONE, Public Library of Science, vol. 13(2), pages 1-23, February.
    49. Backes, Ben & Cowan, James, 2019. "Is the pen mightier than the keyboard? The effect of online testing on measured student achievement," Economics of Education Review, Elsevier, vol. 68(C), pages 89-103.
    50. Advani, Arun & Sloczynski, Tymon, 2013. "Mostly Harmless Simulations? On the Internal Validity of Empirical Monte Carlo Studies," IZA Discussion Papers 7874, Institute of Labor Economics (IZA).
    51. Kausik Chaudhuri & S. N Rajesh Raj & Subash Sasidharan, 2018. "Broadband Adoption and Firm Performance: Evidence from Informal Sector Firms in India," Working Papers id:12744, eSocialSciences.
    52. Suzuki, Aya & Vu, Hoang Nam & Sonobe, Tetsushi, 2014. "Willingness to pay for managerial training: A case from the knitwear industry in Northern Vietnam," Journal of Comparative Economics, Elsevier, vol. 42(3), pages 693-707.
    53. Michael J. Peel, 2014. "Addressing unobserved endogeneity bias in accounting studies: control and sensitivity methods by variable type," Accounting and Business Research, Taylor & Francis Journals, vol. 44(5), pages 545-571, October.
    54. Delprato, Marcos & Chudgar, Amita, 2018. "Factors associated with private-public school performance: Analysis of TALIS-PISA link data," International Journal of Educational Development, Elsevier, vol. 61(C), pages 155-172.
    55. Javier García-Estévez & Néstor Duch-Brown, 2012. "Student graduation: to what extent does university expenditure matter?," Working Papers 2012/4, Institut d'Economia de Barcelona (IEB).
    56. Schiele, Valentin & Schmitz, Hendrik, 2016. "Quantile treatment effects of job loss on health," Journal of Health Economics, Elsevier, vol. 49(C), pages 59-69.
    57. George Adu & Franklin Amuakwa-Mensah & George Marbuah & Justice Tei Mensah, 2016. "Effect of gold mining on income distribution in Ghana," Working Papers 2016.23, FAERE - French Association of Environmental and Resource Economists.
    58. Swaibu, Mbowa & Tonny, Odokonyero & Ezra, Munyambonera, 2014. "The potential of coffee to uplift people out of poverty in Northern Uganda," Research Reports 206171, Economic Policy Research Centre (EPRC).
    59. M. Fort, 2012. "Unconditional and Conditional Quantile Treatment Effect: Identification Strategies and Interpretations," Working Papers wp857, Dipartimento Scienze Economiche, Universita' di Bologna.
    60. Evangelista, Rui & Silva, João Andrade e & Ramalho, Esmeralda A., 2022. "How heterogeneous is the impact of energy efficiency on dwelling prices? Evidence from the application of the unconditional quantile hedonic model to the Portuguese residential market," Energy Economics, Elsevier, vol. 109(C).
    61. Cobb-Clark, Deborah A. & de New, Sonja C. & Sinning, Mathias, 2013. "Locus of Control and Savings," IZA Discussion Papers 7837, Institute of Labor Economics (IZA).
    62. Bengi YANIK-İLHAN & Ayşe Aylin BAYAR & Nebile KORUCU-GÜMÜŞOĞLU, 2019. "How Do Informal Social Networks Impact on Labor Earnings in Turkey?," Sosyoekonomi Journal, Sosyoekonomi Society, issue 27(41).
    63. Laetitia Duval & François-Charles Wolff, 2013. "The consumption-enhancing effect of remittances: Evidence from Kosovo," wiiw Balkan Observatory Working Papers 107, The Vienna Institute for International Economic Studies, wiiw.
    64. Marilena Furno, 2020. "Returns to Education and Gender Wage Gap Across Quantiles in Italy," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 12(2), pages 145-169, June.
    65. Ozkan Eren & Serkan Ozbeklik, 2014. "Who Benefits From Job Corps? A Distributional Analysis Of An Active Labor Market Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 586-611, June.
    66. Messinis, George, 2013. "Returns to education and urban-migrant wage differentials in China: IV quantile treatment effects," China Economic Review, Elsevier, vol. 26(C), pages 39-55.
    67. Okumu, Boscow & Muchapondwa, Edwin, 2020. "Welfare and forest cover impacts of incentive based conservation: Evidence from Kenyan community forest associations," World Development, Elsevier, vol. 129(C).
    68. Depenbusch, Lutz & Schreinemachers, Pepijn & Roothaert, Ralph & Namazzi, Sylvia & Onyango, Charles & Bongole, Sophia & Mutebi, James, 2021. "Impact of home garden interventions in East Africa: Results of three randomized controlled trials," Food Policy, Elsevier, vol. 104(C).
    69. Marilena Furno & Francesco Caracciolo, 2020. "Multi-valued Double Robust quantile treatment effect," Empirical Economics, Springer, vol. 58(5), pages 2545-2571, May.
    70. Manda, Julius & Tufa, Adane & Alene, Arega & Swai, Elirehema & Muthoni, Francis & Hoeschle-Zeledon, Irmgard & Mateete, Bekunda, 2021. "The Average and Distributional Impacts of Soil and Water Conservation Technologies on the Welfare of Smallholder Farmers in Tanzania," 2021 Conference, August 17-31, 2021, Virtual 314992, International Association of Agricultural Economists.
    71. Donna Feir & Kelly Foley & Maggie E. C. Jones, 2021. "The Distributional Impacts of Active Labor Market Programs for Indigenous Populations," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 216-220, May.
    72. Lars Kunze & Nicolai Suppa, 2020. "Who Is Bowling Alone? Quantile Treatment Effects of Unemployment on Social Participation," SOEPpapers on Multidisciplinary Panel Data Research 1077, DIW Berlin, The German Socio-Economic Panel (SOEP).
    73. Borgen, Nicolai T. & Haupt, Andreas & Wiborg, Øyvind N., 2021. "Flexible and fast estimation of quantile treatment effects: The rqr and rqrplot commands," SocArXiv 4vquh, Center for Open Science.
    74. Coad, Alexander & Bauer, Péter & Domnick, Clemens & Harasztosie, Péter & Pál, Rozália & Teruel, Mercedes, 2023. "Which European firms were hardest hit by COVID-19?," EIB Working Papers 2023/05, European Investment Bank (EIB).
    75. Essama-Nssah, B. & Bassole, Leandre, 2010. "A counterfactual analysis of the poverty impact of economic growth in Cameroon," Policy Research Working Paper Series 5249, The World Bank.
    76. Elena Fumagalli;, 2012. "Average and quantile treatment effects of the American Folic Acid Fortification: an evaluation in a quasi-experimental framework," Health, Econometrics and Data Group (HEDG) Working Papers 12/08, HEDG, c/o Department of Economics, University of York.
    77. Asim, Minahil, 2020. "Average vs. distributional effects: Evidence from an experiment in Rwanda," International Journal of Educational Development, Elsevier, vol. 79(C).
    78. Caselli, Francesca & Wingender, Philippe, 2021. "Heterogeneous effects of fiscal rules: The Maastricht fiscal criterion and the counterfactual distribution of government deficits✰," European Economic Review, Elsevier, vol. 136(C).
    79. Didier Yélognissè Alia & Aliou Diagne & Patrice Adegbola & Florent Kinkingninhoun, 2018. "Distributional Impact of Agricultural Technology Adoption on Rice Farmers’ Expenditure: The Case of Nigeria in Benin," Journal of African Development, African Finance and Economic Association (AFEA), vol. 20(2), pages 91-103.
    80. Borgen, Nicolai T. & Haupt, Andreas & Wiborg, Øyvind N., 2021. "A New Framework for Estimation of Unconditional Quantile Treatment Effects: The Residualized Quantile Regression (RQR) Model," SocArXiv 42gcb_v1, Center for Open Science.
    81. Lecoutere, E., 2018. "Making spouses cooperate in rural Ugandan households Experimental evidence of distributional treatment effects," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277160, International Association of Agricultural Economists.
    82. L.A. Serkov & M.B. Petrov & K.B. Kozhov, 2021. "Modeling the Interaction of the Regions of Russia and the Republic of Belarus in the Sphere of the Processing Industry," Journal of Applied Economic Research, Graduate School of Economics and Management, Ural Federal University, vol. 20(2), pages 217-240.
    83. Andrea Salvatori, 2015. "The Effects of the EU Equal-Treatment Directive for Fixed-Term Workers: Evidence From the UK," British Journal of Industrial Relations, London School of Economics, vol. 53(2), pages 278-307, June.
    84. Ainembabazi, John Herbert & Abdoulaye, Tahirou & Feleke, Shiferaw & Alene, Arega & Dontsop-Nguezet, Paul M. & Ndayisaba, Pierre Celestin & Hicintuka, Cyrille & Mapatano, Sylvain & Manyong, Victor, 2018. "Who benefits from which agricultural research-for-development technologies? Evidence from farm household poverty analysis in Central Africa," World Development, Elsevier, vol. 108(C), pages 28-46.
    85. Reichert, Arndt & Tauchmann, Harald, 2011. "The Causal Impact of Fear of Unemployment on Psychological Health," Ruhr Economic Papers 266, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    86. Xie, Ruizhi & Awokuse, Titus O., 2013. "The Role of Health Status on Income in China," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 151137, Agricultural and Applied Economics Association.
    87. Taian Deng & Marrit van den Berg & Nico Heerink & Haoyang Cui & Fuli Tan & Shenggen Fan, 2023. "Can homestead gardens improve rural households' vegetable consumption? Evidence from three provinces in China," Agribusiness, John Wiley & Sons, Ltd., vol. 39(S1), pages 1578-1594, December.
    88. Bonner, Suzanne & Sarkar, Dipanwita, 2018. "The quality-quantity trade-off among Australian children," Economic Modelling, Elsevier, vol. 70(C), pages 383-389.
    89. Dorothee Ihle, 2017. "Quantile Treatment Effects of Riester Participation on Wealth," SOEPpapers on Multidisciplinary Panel Data Research 954, DIW Berlin, The German Socio-Economic Panel (SOEP).

  15. Stefanie Behncke & Markus Frölich & Michael Lechner, 2010. "A Caseworker Like Me - Does The Similarity Between The Unemployed and Their Caseworkers Increase Job Placements?," Economic Journal, Royal Economic Society, vol. 120(549), pages 1430-1459, December.

    Cited by:

    1. Wifo, 2017. "WIFO-Monatsberichte, Heft 6/2017," WIFO Monatsberichte (monthly reports), WIFO, vol. 90(6), June.
    2. Ginja, Rita & Riise, Julie & Willage, Barton & Willén, Alexander, 2022. "Does Your Doctor Matter? Doctor Quality and Patient Outcomes," Discussion Paper Series in Economics 8/2022, Norwegian School of Economics, Department of Economics.
    3. Melanie Khamis, 2012. "Is Informal Sector Work an Alternative to Workfare Benefits? The Case of Pre-program Expansion and Economic Crisis," Review of Development Economics, Wiley Blackwell, vol. 16(4), pages 579-593, November.
    4. Patrick Arni & Amelie Schiprowski, 2018. "Job Search Requirements, Effort Provision and Labor Market Outcomes," CESifo Working Paper Series 7200, CESifo.
    5. Joachim Wilde, 2020. "What drives trust of long-term unemployed in their caseworkers? An empirical analysis using experimental data," IEER Working Papers 118, Institute of Empirical Economic Research, Osnabrueck University.
    6. Michael C Knaus & Michael Lechner & Anthony Strittmatter, 2021. "Machine learning estimation of heterogeneous causal effects: Empirical Monte Carlo evidence," The Econometrics Journal, Royal Economic Society, vol. 24(1), pages 134-161.
    7. Herber, Stefanie P., 2018. "The role of information in the application for highly selective scholarships: Evidence from a randomized field experiment," Economics of Education Review, Elsevier, vol. 62(C), pages 287-301.
    8. Lechner, Michael & Strittmatter, Anthony & Knaus, Michael C., 2017. "Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach," CEPR Discussion Papers 12224, C.E.P.R. Discussion Papers.
    9. Gallen, Yana & Wasserman, Melanie, 2022. "Does Information Affect Homophily?," IZA Discussion Papers 15362, Institute of Labor Economics (IZA).
    10. Joachim Wilde, 2022. "What drives trust of the long‐term unemployed in their caseworkers?," LABOUR, CEIS, vol. 36(2), pages 231-250, June.
    11. Mergele, Lukas & Weber, Michael, 2020. "Public employment services under decentralization: Evidence from a natural experiment," Journal of Public Economics, Elsevier, vol. 182(C).
    12. Osiander, Christopher & Steinke, Joß, 2011. "Street-level bureaucrats in der Arbeitsverwaltung : Dienstleistungsprozesse und reformierte Arbeitsvermittlung aus Sicht der Vermittler," IAB-Discussion Paper 201115, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    13. Zuchuat, Jeremy & Lalive, Rafael & Osikominu, Aderonke & Pesaresi, Lorenzo & Zweimüller, Josef, 2023. "Duration Dependence in Finding a Job: Applications, Interviews, and Job Offers," CEPR Discussion Papers 18600, C.E.P.R. Discussion Papers.
    14. Bednar, Steven & Gicheva, Dora, 2016. "Career Implications of Having a Female-Friendly Supervisor," UNCG Economics Working Papers 16-3, University of North Carolina at Greensboro, Department of Economics.
    15. Martin Huber & Michael Lechner & Giovanni Mellace, 2016. "The Finite Sample Performance of Estimators for Mediation Analysis Under Sequential Conditional Independence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(1), pages 139-160, January.
    16. Jean-Marie Lozachmeur & Pierre Boyer, 2013. "Welfare programs and motivation bias of social workers," 2013 Meeting Papers 617, Society for Economic Dynamics.
    17. Arni, Patrick & van den Berg, Gerard J. & Lalive, Rafael, 2015. "Treatment versus Regime Effects of Carrots and Sticks," IZA Discussion Papers 9457, Institute of Labor Economics (IZA).
    18. Rainer Eppel & Marian Fink & Helmut Mahringer, 2016. "Die Wirkung zentraler Interventionen des AMS im Prozess der Vermittlung von Arbeitslosen," WIFO Studies, WIFO, number 59029.
    19. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
    20. Gerard J. Van den Berg & Iris Kesternich & Gerrit Müller & Bettina Siflinger, 2019. "Reciprocity and the Interaction between the Unemployed and the Caseworker," CESifo Working Paper Series 7947, CESifo.
    21. Schiprowski, Amelie, 2017. "The Role of Caseworkers in Unemployment Insurance: Evidence from Unplanned Absences," IZA Discussion Papers 11040, Institute of Labor Economics (IZA).
    22. Ginja, Rita & Riise, Julie & Willage, Barton & Willén, Alexander, 2025. "Does Your Doctor Matter?," IZA Discussion Papers 17726, Institute of Labor Economics (IZA).
    23. Maibom, Jonas & Rosholm, Michael & Svarer, Michael, 2012. "Experimental Evidence on the Effects of Early Meetings and Activation," IZA Discussion Papers 6970, Institute of Labor Economics (IZA).
    24. Vehkasalo, Ville, 2020. "Effects of face-to-face counselling on unemployment rate and duration: evidence from a Public Employment Service reform," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54(1), pages 1-11.
    25. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2015. "The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation," IZA Discussion Papers 8756, Institute of Labor Economics (IZA).
    26. Rainer Eppel & Helmut Mahringer & Petra Sauer, 2017. "Österreich 2025 – Arbeitslosigkeit und die Rolle der aktiven Arbeitsmarktpolitik," WIFO Monatsberichte (monthly reports), WIFO, vol. 90(6), pages 493-505, June.
    27. Nina Granqvist & Pathric Hägglund & Stina Jakobsson, 2017. "Caseworkers’ attitudes: Do they matter?," Empirical Economics, Springer, vol. 52(4), pages 1271-1288, June.
    28. Oliver Falck & Siegfried Schönherr, 2016. "An Economic Reform Agenda for Croatia: a comprehensive economic reform package prepared for the Croatian Statehood Foundation," ifo Forschungsberichte, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 70.
    29. Vikström, Johan & Söderström, Martin & Cederlöf, Jonas, 2021. "What makes a good caseworker?," Working Paper Series 2021:9, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    30. Lundin, Martin & Häggblom, Josefin, 2022. "Deservingness and street-level decision-making. Two survey experiments on the use of discretion in the public sector," Working Paper Series 2022:17, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    31. Matti Sarvimäki & Kari Hämäläinen, 2016. "Integrating Immigrants: The Impact of Restructuring Active Labor Market Programs," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 479-508.
    32. Buffart, Mickaël & Croidieu, Grégoire & Kim, Phillip H. & Bowman, Ray, 2020. "Even winners need to learn: How government entrepreneurship programs can support innovative ventures," Research Policy, Elsevier, vol. 49(10).
    33. Boockmann, Bernhard & Osiander, Christopher & Stops, Michael & Verbeek, Hans, 2013. "Effekte von Vermittlerhandeln und Vermittlerstrategien im SGB II und SGB III (Pilotstudie) : Abschlussbericht an das IAB durch das Institut für Angewandte Wirtschaftsforschung e. V. (IAW), Tübingen," IAB-Forschungsbericht 201307, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    34. Michael Weber, 2016. "The short-run and long-run effects of decentralizing public employment services," ifo Working Paper Series 209, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.

  16. Markus Frölich & Rosalia Vazquez-Alvarez, 2009. "HIV/AIDS Knowledge and Behaviour: Have Information Campaigns Reduced HIV Infection? The Case of Kenya," African Development Review, African Development Bank, vol. 21(1), pages 86-146.

    Cited by:

    1. Jean‐Louis Arcand & Eric Djimeu Wouabe, 2010. "Teacher training and HIV/AIDS prevention in West Africa: regression discontinuity design evidence from the Cameroon," Health Economics, John Wiley & Sons, Ltd., vol. 19(S1), pages 36-54, September.
    2. Julia Adler-Milstein & Sara J. Singer & Michael W. Toffel, 2010. "Managerial practices that promote voice and taking charge among frontline workers," Harvard Business School Working Papers 11-005, Harvard Business School, revised Sep 2011.
    3. Yuriy Pylypchuk & Samuel W. Norton, 2015. "Preventing Malaria among Children in Zambia: The Role of Mother's Knowledge," Health Economics, John Wiley & Sons, Ltd., vol. 24(11), pages 1389-1402, November.
    4. Basir, Fahad Al & Ray, Santanu & Venturino, Ezio, 2018. "Role of media coverage and delay in controlling infectious diseases: A mathematical model," Applied Mathematics and Computation, Elsevier, vol. 337(C), pages 372-385.

  17. Stefanie Behncke & Markus Frölich & Michael Lechner, 2009. "Targeting Labour Market Programmes - Results from a Randomized Experiment," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 145(III), pages 221-268, September.
    See citations under working paper version above.
  18. Frolich, Markus, 2008. "Statistical Treatment Choice: An Application to Active Labor Market Programs," Journal of the American Statistical Association, American Statistical Association, vol. 103, pages 547-558, June.

    Cited by:

    1. Debopam Bhattacharya & Pascaline Dupas, 2008. "Inferring Welfare Maximizing Treatment Assignment under Budget Constraints," NBER Working Papers 14447, National Bureau of Economic Research, Inc.
    2. Lechner, Michael & Frölich, Markus & Behncke, Stefanie, 2007. "Targeting Labour Market Programmes - Results from A Randomised Experiment," CEPR Discussion Papers 6537, C.E.P.R. Discussion Papers.
    3. Lechner, Michael & Strittmatter, Anthony & Knaus, Michael C., 2017. "Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach," CEPR Discussion Papers 12224, C.E.P.R. Discussion Papers.
    4. Körtner, John & Bonoli, Giuliano, 2021. "Predictive Algorithms in the Delivery of Public Employment Services," SocArXiv j7r8y_v1, Center for Open Science.
    5. Martin Biewen & Bernd Fitzenberger & Aderonke Osikominu & Marie Paul, 2012. "The effectiveness of public sponsored training revisited: The importance of data and methodological choices," ECON - Working Papers 091, Department of Economics - University of Zurich.
    6. Jonathan M.V. Davis & Sara B. Heller, 2017. "Rethinking the Benefits of Youth Employment Programs: The Heterogeneous Effects of Summer Jobs," NBER Working Papers 23443, National Bureau of Economic Research, Inc.
    7. Achim Ahrens & Alessandra Stampi‐Bombelli & Selina Kurer & Dominik Hangartner, 2024. "Optimal multi‐action treatment allocation: A two‐phase field experiment to boost immigrant naturalization," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(7), pages 1379-1395, November.
    8. Jonas Staghøj & Michael Svarer & Michael Rosholm, 2010. "Choosing the Best Training Programme: Is there a Case for Statistical Treatment Rules?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(2), pages 172-201, April.
    9. Rémi Piatek & Pia Pinger, 2016. "Maintaining (Locus of) Control? Data Combination for the Identification and Inference of Factor Structure Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(4), pages 734-755, June.

  19. Markus Frölich, 2008. "Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables," International Statistical Review, International Statistical Institute, vol. 76(2), pages 214-227, August.

    Cited by:

    1. Lemnge, Deusdedit Augustine & Raphael, Gwahula, 2023. "Financial Development and Poverty Reduction in Sub-Saharan Africa," African Journal of Economic Review, African Journal of Economic Review, vol. 11(4), September.
    2. Jiti Gao & Maxwell King, 2011. "A New Test in Parametric Linear Models against Nonparametric Autoregressive Errors," Monash Econometrics and Business Statistics Working Papers 20/11, Monash University, Department of Econometrics and Business Statistics.
    3. Arne Henningsen & Guy Low & David Wuepper & Tobias Dalhaus & Hugo Storm & Dagim Belay & Stefan Hirsch, 2024. "Estimating Causal Effects with Observational Data: Guidelines for Agricultural and Applied Economists," IFRO Working Paper 2024/03, University of Copenhagen, Department of Food and Resource Economics.
    4. Degl’Innocenti, Marta & Matousek, Roman & Sevic, Zeljko & Tzeremes, Nickolaos G., 2017. "Bank efficiency and financial centres: Does geographical location matter?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 46(C), pages 188-198.
    5. Fernando Muñoz-Bullón & Maria J. Sanchez-Bueno & Antonio Vos-Saz, 2017. "The influence of sports participation on academic performance among students in higher education," Sport Management Review, Taylor & Francis Journals, vol. 20(4), pages 365-378, October.
    6. Alberto Alesina & Johann Harnoss & Hillel Rapoport, 2013. "Birthplace Diversity and Economic Prosperity," RF Berlin - CReAM Discussion Paper Series 1304, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    7. Kornelius Kraft & Julia Lang, 2013. "Profit Sharing and Training," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(6), pages 940-961, December.
    8. Fenton Villar, Paul, 2020. "The Extractive Industries Transparency Initiative (EITI) and trust in politicians," Resources Policy, Elsevier, vol. 68(C).
    9. Behncke, Stefanie & Frölich, Markus & Lechner, Michael, 2007. "Unemployed and Their Caseworkers: Should They Be Friends or Foes?," IZA Discussion Papers 3149, Institute of Labor Economics (IZA).
    10. Krishnan, Pramila & Krutikova, Sonya, 2013. "Non-cognitive skill formation in poor neighbourhoods of urban India," CEPR Discussion Papers 9540, C.E.P.R. Discussion Papers.
    11. John Moffat, 2014. "Regional Selective Assistance in Scotland: Does it make a difference to plant productivity?," Urban Studies, Urban Studies Journal Limited, vol. 51(12), pages 2555-2571, September.
    12. Stefanie Behncke, 2012. "Does retirement trigger ill health?," Health Economics, John Wiley & Sons, Ltd., vol. 21(3), pages 282-300, March.
    13. Jean Bourdon & Markus Frölich & Katharina Michaelowa, 2010. "Teacher shortages, teacher contracts and their effect on education in Africa," Post-Print halshs-00426678, HAL.
    14. Gregory S. Ching & Pei-Ching Chao & Yi-Shan Kuo & Amy Roberts, 2021. "Effects of Cognitive Knowledge and Intercultural Behavioral Skills on Cultural Stereotypes and Intercultural Affect: A Case of Elementary Students’ Perspective on Islam," IJERPH, MDPI, vol. 18(24), pages 1-21, December.
    15. Frölich, Markus & Huber, Martin, 2014. "Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition," IZA Discussion Papers 7972, Institute of Labor Economics (IZA).
    16. Albrecht Glitz, 2013. "Coworker Networks in the Labour Market," CESifo Working Paper Series 4250, CESifo.
    17. Pincinato, Ruth Beatriz Mezzalira & Oglend, Atle & Smith, Martin D. & Asche, Frank, 2025. "Biological control of a parasite: The efficacy of cleaner fish in salmon farming," Ecological Economics, Elsevier, vol. 227(C).
    18. Maimaiti, Yasheng & Siebert, W. Stanley, 2010. "Wage Work for Women: The Menstrual Cycle and the Power of Water," IZA Discussion Papers 4776, Institute of Labor Economics (IZA).
    19. Traxler, Emilia & Li, Tongzhe, 2020. "Agricultural Best Management Practices, A summary of adoption behaviour," Working Papers 305271, University of Guelph, Institute for the Advanced Study of Food and Agricultural Policy.
    20. Gounopoulos, Dimitrios & Kallias, Konstantinos & Newton, David & Tzeremes, Nickolaos, 2016. "Political connections and IPO underpricing: An efficiency problem," MPRA Paper 69427, University Library of Munich, Germany.
    21. Delis, Manthos D & Iosifidi, Maria & Tsionas, Efthymios, 2012. "On the estimation of marginal cost," MPRA Paper 43514, University Library of Munich, Germany.
    22. Tamini, Lota D., 2011. "A nonparametric analysis of the impact of agri-environmental advisory activities on best management practice adoption: A case study of Québec," Ecological Economics, Elsevier, vol. 70(7), pages 1363-1374, May.
    23. Joeri Smits & Jeffrey S. Racine, 2013. "Testing Exclusion Restrictions in Nonseparable Triangular Models," Department of Economics Working Papers 2013-02, McMaster University.
    24. Kornelius Kraft & Julia Lang, 2016. "Just a Question of Selection? The Causal Effect of Profit Sharing on a Firm's Performance," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 55(3), pages 444-467, July.
    25. Triebs, Thomas P. & Pollitt, Michael G., 2019. "Objectives and incentives: Evidence from the privatization of Great Britain’s power plants," International Journal of Industrial Organization, Elsevier, vol. 65(C), pages 1-29.
    26. Michael Lechner & Markus Froelich, 2010. "Combining Matching and Nonparametric IV Estimation: Theory and an Application to the Evaluation of Active Labour Market Policies," University of St. Gallen Department of Economics working paper series 2010 2010-21, Department of Economics, University of St. Gallen.
    27. Lemnge, Deusdedit & Raphael, Gwahula & Mutasa, Felician, 2024. "The Moderating Effect of Gender Equality in Reproductive health on the Relationship between Financial Development and Poverty Reduction in sub-Saharan Africa: A Quantile Regression Approach," African Journal of Economic Review, African Journal of Economic Review, vol. 12(2), June.
    28. Madonna S. Palmes & Sheilla M. Trajera & Gregory S. Ching, 2021. "Relationship of Coping Strategies and Quality of Life: Parallel and Serial Mediating Role of Resilience and Social Participation among Older Adults in Western Philippines," IJERPH, MDPI, vol. 18(19), pages 1-12, September.
    29. Kaicheng Chen & Kyoo il Kim, 2024. "Identification of Nonseparable Models with Endogenous Control Variables," Papers 2401.14395, arXiv.org.

  20. Markus Frölich, 2007. "Propensity score matching without conditional independence assumption--with an application to the gender wage gap in the United Kingdom," Econometrics Journal, Royal Economic Society, vol. 10(2), pages 359-407, July.

    Cited by:

    1. Salvatore Bimonte & Antonella D’Agostino, 2021. "Tourism development and residents’ well-being: Comparing two seaside destinations in Italy," Tourism Economics, , vol. 27(7), pages 1508-1525, November.
    2. Boris Hirsch & Marion König & Joachim Möller, 2013. "Is There a Gap in the Gap? Regional Differences in the Gender Pay Gap," Scottish Journal of Political Economy, Scottish Economic Society, vol. 60(4), pages 412-439, September.
    3. Bourdon, Jean & Michaelowa, Katharina & Frölich, Markus, 2007. "Teacher shortages, teacher contracts and their impact on education in Africa," HWWI Research Papers 2-10, Hamburg Institute of International Economics (HWWI).
    4. Sloczynski, Tymon, 2013. "Population Average Gender Effects," IZA Discussion Papers 7315, Institute of Labor Economics (IZA).
    5. Anne Stevenot & Loris Guery & Geoffrey Wood & Chris Brewster, 2018. "Country of Origin Effects and New Financial Actors: Private Equity Investment and Work and Employment Practices of French Firms," British Journal of Industrial Relations, London School of Economics, vol. 56(4), pages 859-881, December.
    6. Albanese, Andrea & Cockx, Bart & Thuy, Yannick, 2015. "Working Time Reductions at the End of the Career: Do They Prolong the Time Spent in Employment?," IZA Discussion Papers 9619, Institute of Labor Economics (IZA).
    7. Annabelle Krause & Ulf Rinne & Simone Schüller, 2015. "Kick It Like Özil? Decomposing the Native-Migrant Education Gap," International Migration Review, Wiley Blackwell, vol. 49(3), pages 757-789, September.
    8. Loris Guery & Anne Stévenot, 2017. "L’actionnariat salarié favorise-t-il la diffusion d’information aux salariés et leur participation aux décisions stratégiques ? Une question de gouvernance d’entreprise," Post-Print hal-02500129, HAL.
    9. Mizala, Alejandra & Romaguera, Pilar & Gallegos, Sebastián, 2011. "Public–private wage gap in Latin America (1992–2007): A matching approach," Labour Economics, Elsevier, vol. 18(S1), pages 115-131.
    10. Caliendo, Marco & Hogenacker, Jens & Künn, Steffen & Wießner, Frank, 2015. "Subsidized Start-Ups out of Unemployment: A Comparison to Regular Business Start-Ups," IZA Discussion Papers 8817, Institute of Labor Economics (IZA).
    11. Lucio Masserini & Matilde Bini & Marica Difonzo, 2024. "Is Generation Z more Inclined than Generation Y to Purchase Sustainable Clothing?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 175(3), pages 1155-1171, December.
    12. Kassie, Menale & Ndiritu, Simon Wagura & Shiferaw, Bekele A., 2012. "Determinants of Food Security in Kenya, a Gender Perspective," 86th Annual Conference, April 16-18, 2012, Warwick University, Coventry, UK 135124, Agricultural Economics Society.
    13. Dusan Paredes, 2012. "Does the gender wage gap exist among male and female workers with similar human capital? A Coarsened Exact Matching for Chile between 1992 and 2009," Documentos de Trabajo en Economia y Ciencia Regional 19, Universidad Catolica del Norte, Chile, Department of Economics, revised Apr 2012.
    14. Andrea Albanese & Bart Cockx, 2015. "Permanent Wage Cost Subsidies for Older Workers. An Effective Tool for Increasing Working Time and Postponing Early Retirement?," CESifo Working Paper Series 5301, CESifo.
    15. Justin Leroux & John Rizzo & Robin Sickles, 2012. "The role of self-reporting bias in health, mental health and labor force participation: a descriptive analysis," Empirical Economics, Springer, vol. 43(2), pages 525-536, October.
    16. Caliendo, Marco & Lee, Wang-Sheng, 2011. "Fat Chance! Obesity and the Transition from Unemployment to Employment," IZA Discussion Papers 5795, Institute of Labor Economics (IZA).
    17. Dorothée Averkamp & Christian Bredemeier & Falko Juessen, 2024. "Decomposing gender wage gaps: a family economics perspective," Scandinavian Journal of Economics, Wiley Blackwell, vol. 126(1), pages 3-37, January.
    18. Douwere Grekou & Jenny Watt & Horatio M. Morgan, 2023. "Gender productivity gap: does gender-equal ownership compensate for female entrepreneurs’ lack of prior industry experience?," Small Business Economics, Springer, vol. 60(4), pages 1543-1571, April.
    19. Dusan Paredes, 2012. "The impact of the occupations and economic activities on the gender wage gap using a counterfactual framework," Documentos de Trabajo en Economia y Ciencia Regional 22, Universidad Catolica del Norte, Chile, Department of Economics, revised Apr 2012.
    20. Simone BERTOLI & Francesca MARCHETTA, 2014. "Migration, remittances and poverty in Ecuador," Working Papers 201407, CERDI.
    21. Caliendo, Marco & Gielen, Anne C. & Mahlstedt, Robert, 2015. "Home-Ownership, Unemployed's Job Search Behavior and Post-Unemployment Outcomes," IZA Discussion Papers 8972, Institute of Labor Economics (IZA).
    22. Jens Ruhose & Stephan L. Thomsen & Insa Weilage, 2018. "The Wider Benefits of Adult Learning: Work-Related Training and Social Capital," SOEPpapers on Multidisciplinary Panel Data Research 1004, DIW Berlin, The German Socio-Economic Panel (SOEP).
    23. Alejandra Mizala & Pilar Romaguera & Sebastian Gallegos, 2010. "Public-Private Wage Gap In Latin America (1999-2007): A Matching Approach," Documentos de Trabajo 268, Centro de Economía Aplicada, Universidad de Chile.
    24. Julien, Jacques C. & Bravo-Ureta, Boris E. & Rada, Nicholas E., 2023. "Gender and agricultural Productivity: Econometric evidence from Malawi, Tanzania, and Uganda," World Development, Elsevier, vol. 171(C).
    25. Platt, Jonathan & Prins, Seth & Bates, Lisa & Keyes, Katherine, 2016. "Unequal depression for equal work? How the wage gap explains gendered disparities in mood disorders," Social Science & Medicine, Elsevier, vol. 149(C), pages 1-8.
    26. Tymon Słoczyński, 2020. "Average Gaps and Oaxaca–Blinder Decompositions: A Cautionary Tale about Regression Estimates of Racial Differences in Labor Market Outcomes," ILR Review, Cornell University, ILR School, vol. 73(3), pages 705-729, May.
    27. Schultz, Birgit & Wilde, Joachim, 2008. "Vergleich der Weiterbildungsaktivitäten von Arbeitslosen und Vollzeiterwerbstätigen (Comparing the training activities of unemployed and full-time employed people)," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 41(1), pages 41-52.
    28. Monica Fisher & Paul A. Lewin & Ryanne Pilgeram, 2023. "Gender differences in the financial performance of U.S. farm businesses: A decomposition analysis using the Census of Agriculture," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 45(2), pages 1233-1253, June.

  21. Markus Frölich, 2007. "On the inefficiency of propensity score matching," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 91(3), pages 279-290, October.

    Cited by:

    1. Bajrami, Egzon, 2024. "Evaluating the agricultural policy in Kosovo: Lessons learnt and the pathway forward," EconStor Theses, ZBW - Leibniz Information Centre for Economics, number 299140, March.
    2. Socha, Karolina & Bech, Mickael, 2011. "The relationship between dual practice and physicians’ work behaviour in the public hospitals: Results from the Danish survey," DaCHE discussion papers 2011:1, University of Southern Denmark, Dache - Danish Centre for Health Economics.

  22. Frolich, Markus, 2007. "Nonparametric IV estimation of local average treatment effects with covariates," Journal of Econometrics, Elsevier, vol. 139(1), pages 35-75, July.
    See citations under working paper version above.
  23. Stefanie Behncke & Markus Frölich & Michael Lechner, 2006. "Aktive Arbeitsmarktpolitik in Deutschland und der Schweiz: eine Gegenüberstellung," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 75(3), pages 118-154.
    See citations under working paper version above.
  24. Markus Frölich, 2006. "Non-parametric regression for binary dependent variables," Econometrics Journal, Royal Economic Society, vol. 9(3), pages 511-540, November.

    Cited by:

    1. Lahiri, Kajal & Yang, Liu, 2013. "Forecasting Binary Outcomes," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 1025-1106, Elsevier.
    2. Lixin Cai & Amy Y.C. Liu, 2008. "Public-Private Wage Gap in Australia: Variation Along the Distribution," CEPR Discussion Papers 581, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    3. Pedro H. C. Sant'Anna & Qi Xu, 2023. "Difference-in-Differences with Compositional Changes," Papers 2304.13925, arXiv.org, revised Jan 2025.
    4. Mathieu David & Joaquín Alonso-Montesinos & Josselin Le Gal La Salle & Philippe Lauret, 2023. "Probabilistic Solar Forecasts as a Binary Event Using a Sky Camera," Energies, MDPI, vol. 16(20), pages 1-18, October.
    5. Lechner, Michael & Melly, Blaise, 2007. "Earnings Effects of Training Programs," CEPR Discussion Papers 6400, C.E.P.R. Discussion Papers.
    6. Cerquera, Daniel & Laisney, François & Ullrich, Hannes, 2012. "Considerations on partially identified regression models," ZEW Discussion Papers 12-024, ZEW - Leibniz Centre for European Economic Research.
    7. Byeong Park & Léopold Simar & Valentin Zelenyuk, 2015. "Categorical data in local maximum likelihood: theory and applications to productivity analysis," Journal of Productivity Analysis, Springer, vol. 43(2), pages 199-214, April.
    8. Daniel Cerquera & François Laisney & Hannes Ullrich, 2014. "A Note on Regressions with Interval Data on a Regressor," Discussion Papers of DIW Berlin 1419, DIW Berlin, German Institute for Economic Research.
    9. Lixin Cai & Amy Y. C. Liu, 2011. "Public–Private Sector Wage Gap in Australia: Variation along the Distribution," British Journal of Industrial Relations, London School of Economics, vol. 49(2), pages 362-390, June.
    10. Michal Pavlicko & Jaroslav Mazanec, 2022. "Minimalistic Logit Model as an Effective Tool for Predicting the Risk of Financial Distress in the Visegrad Group," Mathematics, MDPI, vol. 10(8), pages 1-22, April.

  25. Markus Frölich, 2004. "Programme Evaluation with Multiple Treatments," Journal of Economic Surveys, Wiley Blackwell, vol. 18(2), pages 181-224, April.
    See citations under working paper version above.
  26. Markus Frlich, 2004. "Finite-Sample Properties of Propensity-Score Matching and Weighting Estimators," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 77-90, February.

    Cited by:

    1. Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.
    2. Chabé-Ferret, Sylvain, 2015. "Analysis of the bias of Matching and Difference-in-Difference under alternative earnings and selection processes," Journal of Econometrics, Elsevier, vol. 185(1), pages 110-123.
    3. Dolton, Peter & Smith, Jeffrey A., 2011. "The Impact of the UK New Deal for Lone Parents on Benefit Receipt," IZA Discussion Papers 5491, Institute of Labor Economics (IZA).
    4. Markus Frölich, 2008. "Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables," International Statistical Review, International Statistical Institute, vol. 76(2), pages 214-227, August.
    5. Shu Yang & Yunshu Zhang, 2023. "Multiply robust matching estimators of average and quantile treatment effects," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 50(1), pages 235-265, March.
    6. Nathalie Greenan & Pierre-Jean Messe, 2018. "Transmission of vocational skills in the second part of careers: the effect of ICT and management changes [Transmission des compétences professionnelles dans la seconde partie des carrières: l'effe," Post-Print hal-01824090, HAL.
    7. Yasemin Bal Gündüz & Masyita Crystallin, 2014. "Do IMF-Supported Programs Catalyze Donor Assistance to Low-Income Countries?," IMF Working Papers 2014/202, International Monetary Fund.
    8. Frölich, Markus & Lechner, Michael, 2006. "Exploiting Regional Treatment Intensity for the Evaluation of Labour Market Policies," IZA Discussion Papers 2144, Institute of Labor Economics (IZA).
    9. Burt S. Barnow & Jeffrey Smith, 2015. "Employment and Training Programs," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 127-234, National Bureau of Economic Research, Inc.
    10. Colleen K. Chrisinger, 2013. "Earnings Progression and the Workforce Investment Act: Evidence from Washington State," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 52(4), pages 853-877, October.
    11. Daudu Abdulrazaq K. & Kareem Oyedola W. & Olatinwo Latifat K. & Shuaib Suleiman B. & Abdulrahman Abdulganiyu I., 2023. "Does Gender Wage Gap Exist among Farm Workers in Nigeria? Evidence from Decomposition-Matching Analysis," Acta Universitatis Sapientiae, Economics and Business, Sciendo, vol. 11(1), pages 115-137, October.
    12. Darwin Ugarte Ontiveros & Gustavo Canavire-Bacarreza & Luis Castro Peñarrieta, 2017. "Outliers in semi-parametric Estimation of Treatment Effects," Development Research Working Paper Series 06/2017, Institute for Advanced Development Studies.
    13. Petri Böckerman & Alex Bryson & Pekka Ilmakunnas, 2012. "Does High Involvement Management Lead to Higher Pay?," Working Papers 1285, Tampere University, Faculty of Management and Business, Economics.
    14. Bernd Fitzenberger & Katrin Sommerfeld & Susanne Steffes, 2013. "Causal Effects on Employment after First Birth: A Dynamic Treatment Approach," SOEPpapers on Multidisciplinary Panel Data Research 576, DIW Berlin, The German Socio-Economic Panel (SOEP).
    15. Fredrik Andersson & Harry J. Holzer & Julia I. Lane & David Rosenblum & Jeffrey Andrew Smith, 2016. "Does Federally-Funded Job Training Work? Non-experimental Estimates of WIA Training Impacts Using Longitudinal Data on Workers and Firms," CESifo Working Paper Series 6071, CESifo.
    16. Nicolas CARAYOL & Marianne LANOË, 2017. "The Impact of Project-Based Funding in Science: \r\nLessons from the ANR Experience," Cahiers du GREThA (2007-2019) 2017-04, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    17. Flores, Carlos A. & Mitnik, Oscar A., 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," IZA Discussion Papers 4451, Institute of Labor Economics (IZA).
    18. Frölich, Markus & Michaelowa, Katharina, 2005. "Peer Effects and Textbooks in Primary Education: Evidence from Francophone Sub-Saharan Africa," IZA Discussion Papers 1519, Institute of Labor Economics (IZA).
    19. Brandon Schaufele, 2013. "Dissent in Parliament as Reputation Building," Working Papers 1301E, University of Ottawa, Department of Economics.
    20. Rosario Crinò, 2011. "Imported Inputs and Skill Upgrading," Development Working Papers 323, Centro Studi Luca d'Agliano, University of Milano, revised 27 Dec 2011.
    21. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2005. "Evaluating the effect of education on earnings: models, methods and results from the National Child Development Survey," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(3), pages 473-512, July.
    22. Michael Lechner, 2007. "A Note on the Relation of Weighting and Matching Estimators," University of St. Gallen Department of Economics working paper series 2007 2007-34, Department of Economics, University of St. Gallen.
    23. Pohlmeier, Winfried & Seiberlich, Ruben & Uysal, Selver Derya, 2016. "A simple and successful shrinkage method for weighting estimators of treatment effects," Computational Statistics & Data Analysis, Elsevier, vol. 100(C), pages 512-525.
    24. Marco Biagetti & Sergio Scicchitano, 2016. "Are women in supervisory positions more discriminated against? A multinomial approach," Working Papers 2, Department of the Treasury, Ministry of the Economy and of Finance.
    25. Pedro H. C. Sant'Anna & Xiaojun Song, 2016. "Specification Tests for the Propensity Score," Papers 1611.06217, arXiv.org, revised Feb 2019.
    26. Jawid, Asadullah & Khadjavi, Menusch, 2019. "Adaptation to climate change in Afghanistan: Evidence on the impact of external interventions," Economic Analysis and Policy, Elsevier, vol. 64(C), pages 64-82.
    27. Cory Koedel & Rachana Bhatt & Douglas Lehmann, 2012. "Is Curriculum Quality Uniform? Evidence from Florida," Working Papers 1206, Department of Economics, University of Missouri.
    28. Farieta, Alejandro & Delprato, Marcos, 2024. "The effect of philosophy on critical reading: Evidence from initial teacher education in Colombia," International Journal of Educational Development, Elsevier, vol. 104(C).
    29. Brändle, Tobias & Fervers, Lukas, 2018. "Give it Another Try: What are the Effects of a Job Creation Scheme Especially Designed for Hard-to-Place Workers?," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181536, Verein für Socialpolitik / German Economic Association.
    30. Ham, John C. & Li, Xianghong & Reagan, Patricia B., 2011. "Matching and semi-parametric IV estimation, a distance-based measure of migration, and the wages of young men," Journal of Econometrics, Elsevier, vol. 161(2), pages 208-227, April.
    31. Behncke, Stefanie & Frölich, Markus & Lechner, Michael, 2007. "Unemployed and Their Caseworkers: Should They Be Friends or Foes?," IZA Discussion Papers 3149, Institute of Labor Economics (IZA).
    32. Krishnan, Pramila & Krutikova, Sonya, 2013. "Non-cognitive skill formation in poor neighbourhoods of urban India," CEPR Discussion Papers 9540, C.E.P.R. Discussion Papers.
    33. Steven Lehrer & Gregory Kordas, 2013. "Matching using semiparametric propensity scores," Empirical Economics, Springer, vol. 44(1), pages 13-45, February.
    34. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    35. Cummins Joseph & Miller Douglas L. & Smith Brock & Simon David, 2024. "Matching on Noise: Finite Sample Bias in the Synthetic Control Estimator," Journal of Econometric Methods, De Gruyter, vol. 13(1), pages 67-95, January.
    36. Ravallion, Martin, 2008. "Evaluating Anti-Poverty Programs," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 59, pages 3787-3846, Elsevier.
    37. Mengshan Xu & Taisuke Otsu, 2022. "Isotonic propensity score matching," Papers 2207.08868, arXiv.org, revised Jan 2025.
    38. Romano, Giulia & Masserini, Lucio, 2023. "Does a zero-waste strategy in sustainable urban waste management affect hierarchy targets and costs?," Utilities Policy, Elsevier, vol. 85(C).
    39. Candon, David, 2018. "The effect of cancer on the labor supply of employed men over the age of 65," Economics & Human Biology, Elsevier, vol. 31(C), pages 184-199.
    40. Jose C. Galdo & Jeffrey Smith & Dan Black, 2008. "Bandwidth Selection and the Estimation of Treatment Effects with Unbalanced Data," Annals of Economics and Statistics, GENES, issue 91-92, pages 189-216.
    41. Zhexiao Lin & Fang Han, 2022. "On regression-adjusted imputation estimators of the average treatment effect," Papers 2212.05424, arXiv.org, revised Jan 2023.
    42. Gevrek, Z. Eylem & Gevrek, Deniz & Neumeier, Christian, 2020. "Explaining the gender gaps in mathematics achievement and attitudes: The role of societal gender equality," Economics of Education Review, Elsevier, vol. 76(C).
    43. Behncke, Stefanie, 2009. "How Does Retirement Affect Health?," IZA Discussion Papers 4253, Institute of Labor Economics (IZA).
    44. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    45. Peter R. Mueser & Kenneth R. Troske & Alexey Gorislavsky, 2007. "Using State Administrative Data to Measure Program Performance," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 761-783, November.
    46. Hugo Bodory & Martin Huber & Michael Lechner, 2022. "The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates," Papers 2212.07379, arXiv.org.
    47. Martin Biewen & Bernd Fitzenberger & Aderonke Osikominu & Marie Paul, 2012. "The effectiveness of public sponsored training revisited: The importance of data and methodological choices," ECON - Working Papers 091, Department of Economics - University of Zurich.
    48. Lucio Masserini & Matilde Bini & Marica Difonzo, 2024. "Is Generation Z more Inclined than Generation Y to Purchase Sustainable Clothing?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 175(3), pages 1155-1171, December.
    49. James Levinsohn & Zoë M. McLaren & Olive Shisana & Khangelani Zuma, 2013. "HIV Status and Labor Market Participation in South Africa," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 98-108, March.
    50. Huber, Martin & Lechner, Michael & Wunsch, Conny, 2013. "The performance of estimators based on the propensity score," Journal of Econometrics, Elsevier, vol. 175(1), pages 1-21.
    51. Gevrek, Z. Eylem & Seiberlich, Ruben R., 2014. "Semiparametric decomposition of the gender achievement gap: An application for Turkey," Labour Economics, Elsevier, vol. 31(C), pages 27-44.
    52. Frölich, Markus & Huber, Martin, 2014. "Treatment Evaluation with Multiple Outcome Periods under Endogeneity and Attrition," IZA Discussion Papers 7972, Institute of Labor Economics (IZA).
    53. Advani, Arun & Kitagawa, Toru & Sloczynski, Tymon, 2019. "Mostly Harmless Simulations? Using Monte Carlo Studies for Estimator Selection," CAGE Online Working Paper Series 411, Competitive Advantage in the Global Economy (CAGE).
    54. David Candon, 2014. "The Effects of Cancer in the English Labour Market," Working Papers 201409, School of Economics, University College Dublin.
    55. Cory Koedel & Diyi Li & Morgan S. Polikoff & Tenice Hardaway & Stephani L. Wrabel, 2016. "Mathematics Curriculum Effects on Student Achievement in California," Working Papers 1612, Department of Economics, University of Missouri.
    56. Garbero, A., 2016. "IFAD RESEARCH SERIES 7 - Measuring IFAD’s impact: background paper to the IFAD9 Impact Assessment Initiative," IFAD Research Series 280045, International Fund for Agricultural Development (IFAD).
    57. Mario Liebensteiner, 2014. "Estimating the Income Gain of Seasonal Labor Migration," Review of Development Economics, Wiley Blackwell, vol. 18(4), pages 667-680, November.
    58. Lee, Ying-Ying, 2018. "Efficient propensity score regression estimators of multivalued treatment effects for the treated," Journal of Econometrics, Elsevier, vol. 204(2), pages 207-222.
    59. Dehejia Rajeev, 2015. "Experimental and Non-Experimental Methods in Development Economics: A Porous Dialectic," Journal of Globalization and Development, De Gruyter, vol. 6(1), pages 47-69, June.
    60. Advani, Arun & Sloczynski, Tymon, 2013. "Mostly Harmless Simulations? On the Internal Validity of Empirical Monte Carlo Studies," IZA Discussion Papers 7874, Institute of Labor Economics (IZA).
    61. Frappa, Sébastien & Mésonnier, Jean-Stéphane, 2010. "The housing price boom of the late 1990s: Did inflation targeting matter?," Journal of Financial Stability, Elsevier, vol. 6(4), pages 243-254, December.
    62. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2015. "The Finite Sample Performance of Semi- and Nonparametric Estimators for Treatment Effects and Policy Evaluation," IZA Discussion Papers 8756, Institute of Labor Economics (IZA).
    63. Todd Elder & Christopher Jepsen, 2014. "Are catholic primary schools more effective than public primary schools?," Open Access publications 10197/5553, School of Economics, University College Dublin.
    64. Chabé-Ferret, Sylvain, 2012. "Matching vs Differencing when Estimating Treatment Effects with Panel Data: the Example of the Effect of Job Training Programs on Earnings," TSE Working Papers 12-356, Toulouse School of Economics (TSE).
    65. Fukui Hideki, 2023. "Evaluating Different Covariate Balancing Methods: A Monte Carlo Simulation," Statistics, Politics and Policy, De Gruyter, vol. 14(2), pages 205-326, June.
    66. Rosholm, Michael & Nielsen, Helena Skyt & Dabalen, Andrew, 2007. "Evaluation of training in African enterprises," Journal of Development Economics, Elsevier, vol. 84(1), pages 310-329, September.
    67. Yasemin Bal Gündüz & Masyita Crystallin, 2018. "Do IMF programs catalyze donor assistance to low-income countries?," The Review of International Organizations, Springer, vol. 13(3), pages 359-393, September.
    68. Moran, John R. & Short, Pamela Farley & Hollenbeak, Christopher S., 2011. "Long-term employment effects of surviving cancer," Journal of Health Economics, Elsevier, vol. 30(3), pages 505-514, May.
    69. Tamini, Lota D., 2011. "A nonparametric analysis of the impact of agri-environmental advisory activities on best management practice adoption: A case study of Québec," Ecological Economics, Elsevier, vol. 70(7), pages 1363-1374, May.
    70. Inha Oh & Jeong-Dong Lee & Almas Heshmati & Gyoung-Gyu Choi, 2009. "Evaluation of credit guarantee policy using propensity score matching," Small Business Economics, Springer, vol. 33(3), pages 335-351, October.
    71. Tobias Brändle & Lukas Fervers, 2017. "Give it Another Try: What are the Effects of a Public Employment Scheme Especially Designed for Hard-to-Place Workers?," IAW Discussion Papers 129, Institut für Angewandte Wirtschaftsforschung (IAW).
    72. Huber, Martin & Lechner, Michael & Steinmayr, Andreas, 2012. "Radius matching on the propensity score with bias adjustment: finite sample behaviour, tuning parameters and software implementation," Economics Working Paper Series 1226, University of St. Gallen, School of Economics and Political Science.
    73. Kandilov, Ivan T. & Renkow, Mitch, 2018. "Impacts of USDA Broadband Loan and Grant Programs: Moving Toward Estimating a Rate of Return," Issue Reports 277661, Farm Foundation.
    74. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Entering New Country and Product Markets: Does Export Promotion Help?," IDB Publications (Working Papers) 3172, Inter-American Development Bank.
    75. Kevin Stange, 2011. "A Longitudinal Analysis of the Relationship Between Fertility Timing and Schooling," Demography, Springer;Population Association of America (PAA), vol. 48(3), pages 931-956, August.
    76. Michael Lechner, 2004. "Sequential Matching Estimation of Dynamic Causal Models," University of St. Gallen Department of Economics working paper series 2004 2004-06, Department of Economics, University of St. Gallen.
    77. Paweł Strawiński, 2011. "Dynamic Caliper Matching," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 3(2), pages 97-110, June.
    78. Frappa, S. & M sonnier, J-S., 2009. "The housing price boom of the late 90s: did inflation targeting matter?," Working papers 255, Banque de France.
    79. Zhao, Zhong, 2005. "Sensitivity of Propensity Score Methods to the Specifications," IZA Discussion Papers 1873, Institute of Labor Economics (IZA).
    80. de Brauw, Alan & Hoddinott, John F., 2008. "Must conditional cash transfer programs be conditioned to be effective?: The impact of conditioning transfers on school enrollment in Mexico," IFPRI discussion papers 757, International Food Policy Research Institute (IFPRI).
    81. Ayala, Luis & Rodríguez, Magdalena, 2013. "Health-related effects of welfare-to-work policies," Social Science & Medicine, Elsevier, vol. 93(C), pages 103-112.
    82. Janina Reinkowski, 2014. "Empirical Essays in the Economics of Ageing and the Economics of Innovation," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 53, May.
    83. Blundell, Richard & Dearden, Lorraine & Sianesi, Barbara, 2004. "Evaluating the impact of education on earnings in the UK: models, methods and results from the NCDS," LSE Research Online Documents on Economics 19451, London School of Economics and Political Science, LSE Library.
    84. Ayala, Luis & Rodriguez, Magdalena, 2006. "The latin model of welfare: Do `insertion contracts' reduce long-term dependence?," Labour Economics, Elsevier, vol. 13(6), pages 799-822, December.
    85. Martin Huber & Michael Lechner & Conny Wunsch, 2010. "How to control for many covariates? Reliable estimators based on the propensity score," University of St. Gallen Department of Economics working paper series 2010 2010-30, Department of Economics, University of St. Gallen.
    86. Jia, Zhijie & Wen, Shiyan, 2024. "Interaction effects of market-based and incentive-driven low-carbon policies on carbon emissions," Energy Economics, Elsevier, vol. 137(C).
    87. Oliveira, Carlos, 2023. "The minimum wage and the wage distribution in Portugal," Labour Economics, Elsevier, vol. 85(C).
    88. Shangmou Xu & Sean Kelly, 2020. "Re-Examining the Public–Catholic School Gap in STEM Opportunity to Learn: New Evidence from HSLS," Social Sciences, MDPI, vol. 9(8), pages 1-27, July.
    89. Tamini, Lota D., 2009. "Agri-Environment Advisory Activities Effects on Best Management Practices Adoption," MPRA Paper 18961, University Library of Munich, Germany.
    90. Backes, Ben & Cowan, James & Goldhaber, Dan & Koedel, Cory & Miller, Luke C. & Xu, Zeyu, 2018. "The common core conundrum: To what extent should we worry that changes to assessments will affect test-based measures of teacher performance?," Economics of Education Review, Elsevier, vol. 62(C), pages 48-65.
    91. Guo, Shenyang & Barth, Richard P. & Gibbons, Claire, 2006. "Propensity score matching strategies for evaluating substance abuse services for child welfare clients," Children and Youth Services Review, Elsevier, vol. 28(4), pages 357-383, April.
    92. Franziska Zimmert, 2023. "Early child care and the employment potential of mothers: evidence from semi-parametric difference-in-differences estimation," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 57(1), pages 1-22, December.
    93. Markus Frölich, 2007. "On the inefficiency of propensity score matching," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 91(3), pages 279-290, October.
    94. Zsombor Cseres-Gergely, 2012. "Can the modernisation of a public employment service be an effective labour market intervention? The Hungarian experience, 2004-2008," European Journal of Government and Economics, Europa Grande, vol. 1(2), pages 145-162, December.
    95. Michael Lechner & Markus Froelich, 2010. "Combining Matching and Nonparametric IV Estimation: Theory and an Application to the Evaluation of Active Labour Market Policies," University of St. Gallen Department of Economics working paper series 2010 2010-21, Department of Economics, University of St. Gallen.
    96. Heinesen, Eskil & Kolodziejczyk, Christophe, 2013. "Effects of breast and colorectal cancer on labour market outcomes—Average effects and educational gradients," Journal of Health Economics, Elsevier, vol. 32(6), pages 1028-1042.
    97. Frölich, Markus, 2006. "A Note on Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables," IZA Discussion Papers 2126, Institute of Labor Economics (IZA).
    98. Adeola Oyenubi, 2020. "A note on Covariate Balancing Propensity Score and Instrument-like variables," Economics Bulletin, AccessEcon, vol. 40(1), pages 202-209.
    99. von Eije, Henk & Goyal, Abhinav & Muckley, Cal B., 2014. "Does the information content of payout initiations and omissions influence firm risks?," Journal of Econometrics, Elsevier, vol. 183(2), pages 222-229.
    100. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    101. Kevin Arceneaux & Alan S. Gerber & Donald P. Green, 2010. "A Cautionary Note on the Use of Matching to Estimate Causal Effects: An Empirical Example Comparing Matching Estimates to an Experimental Benchmark," Sociological Methods & Research, , vol. 39(2), pages 256-282, November.
    102. Panzone, Luca A. & Tocco, Barbara & Brečić, Ružica & Gorton, Matthew, 2024. "Healthy foods, healthy sales? Cross-category effects of a loyalty program promoting sales of fruit and vegetables," Journal of Retailing, Elsevier, vol. 100(1), pages 85-103.
    103. Taisuke Otsu & Mengshan Xu, 2022. "Isotonic propensity score matching," STICERD - Econometrics Paper Series 623, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    104. Lechner, Michael, 2013. "Treatment effects and panel data," Economics Working Paper Series 1314, University of St. Gallen, School of Economics and Political Science.
    105. Janina Reinkowski, 2013. "Should We Care that They Care? Grandchild Care and Its Impact on Grandparent Health," ifo Working Paper Series 165, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    106. Gustavo A. Crespi & Alessandro Maffioli & Pierre Mohnen & Gonzalo Vázquez, 2011. "Evaluating the Impact of Science, Technology and Innovation Programs: a Methodological Toolkit," SPD Working Papers 1104, Inter-American Development Bank, Office of Strategic Planning and Development Effectiveness (SPD).
    107. Maciej Jakubowski, 2010. "Latent Variables and Propensity Score Matching," Working Papers 2010-06, Faculty of Economic Sciences, University of Warsaw.

  27. Markus Frolich, 2004. "A Note on the Role of the Propensity Score for Estimating Average Treatment Effects," Econometric Reviews, Taylor & Francis Journals, vol. 23(2), pages 167-174.

    Cited by:

    1. Ashimwe, Olive, 2016. "An Economic Analysis Of Impact Of Weather Index-Based Crop Insurance On Household Income In Huye District Of Rwanda," Research Theses 265675, Collaborative Masters Program in Agricultural and Applied Economics.
    2. Guido Imbens & Jeffrey M. Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    3. Graham, Bryan S. & Pinto, Cristine Campos de Xavier, 2022. "Semiparametrically efficient estimation of the average linear regression function," Journal of Econometrics, Elsevier, vol. 226(1), pages 115-138.
    4. Ashimwe, Olive, 2016. "An Economic Analysis Of Impact Of Weather Index-Based Crop Insurance On Household Income In Huye District Of Rwanda," Research Theses 276460, Collaborative Masters Program in Agricultural and Applied Economics.

  28. Markus Frölich & Almas Heshmati & Michael Lechner, 2004. "A microeconometric evaluation of rehabilitation of long-term sickness in Sweden," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(3), pages 375-396.
    See citations under working paper version above.
  29. Markus Frölich & Michael Lechner & Heidi Steiger, 2003. "Statistically Assisted Programme Selection - International Experiences and Potential Benefits for Switzerland," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 139(III), pages 311-331, September.
    See citations under working paper version above.
  30. Markus Frölich & Almas Heshmati & Michael Lechner, 2000. "Mikroökonometrische Evaluierung berufsbezogener Rehabilitation in Schweden," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 136(III), pages 433-461, September.

    Cited by:

    1. Aakvik, Arild & Dahl, Svenn-Åge, 2004. "Transitions to Employment from Labour Market Enterprises in Norway," Working Papers in Economics 07/04, University of Bergen, Department of Economics.
    2. Reinowski, Eva, 2004. "Mikroökonometrische Evaluation und das Selektionsproblem – Ein anwendungsorientierter Überblick über nichtparametrische Lösungsverfahren –," IWH Discussion Papers 200/2004, Halle Institute for Economic Research (IWH).
    3. Beiderwieden, Kay, 2001. "Langfristige Wiedereingliederung nach der beruflichen Rehabilitation : Ergebnisse einer Langzeituntersuchung der Arbeitsgemeinschaft Deutscher Berufsförderungswerke (Long-term reintegration after occu," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 34(2), pages 182-206.

Books

  1. Frolich, Markus & Kaplan, David & Pages, Carmen & Rigolini, Jamele & Robalino, David (ed.), 2014. "Social Insurance, Informality, and Labor Markets: How to Protect Workers While Creating Good Jobs," OUP Catalogue, Oxford University Press, number 9780199685233, Decembrie.

    Cited by:

    1. Altamirano, Alvaro & Oliveri, María Laura & Bosch, Mariano & Tapia, Waldo, 2023. "Calculating the redistributive impact of pension systems in LAC," LSE Research Online Documents on Economics 120684, London School of Economics and Political Science, LSE Library.
    2. Vargas Juliana Mesén & Linden Bruno Van der, 2019. "Why Cash Transfer Programs Can Both Stimulate and Slow Down Job Finding," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 8(1), pages 1-27, June.
    3. Andrea Otero-Cortés, 2022. "Heterogeneous Returns of Informality: Evidence From Brazil," Documentos de trabajo sobre Economía Regional y Urbana 310, Banco de la Republica de Colombia.
    4. Mesén Vargas, Juliana & Van der Linden, Bruno, 2017. "Is There Always a Trade-off between Insurance and Incentives? The Case of Unemployment with Subsistence Constraints," IZA Discussion Papers 11034, Institute of Labor Economics (IZA).
    5. Bobba, Matteo & Flabbi, Luca & Levy, Santiago & Tejada, Mauricio, 2021. "Labor market search, informality, and on-the-job human capital accumulation," Journal of Econometrics, Elsevier, vol. 223(2), pages 433-453.
    6. Juan Pablo Martinez Guzman & Travis St. Clair, 2021. "Pension reform and self‐employment in Latin America," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2230-2254, November.
    7. Bobba, Matteo & Flabbi, Luca & Levy, Santiago, 2017. "Labor Market Search, Informality and Schooling Investments," TSE Working Papers 17-867, Toulouse School of Economics (TSE), revised Jun 2021.
    8. Alejandro Estefan & Roberto Gerhard & Joseph P. Kaboski & Illenin O. Kondo & Wei Qian, 2024. "Outsourcing Policy and Worker Outcomes: Causal Evidence from a Mexican Ban," Opportunity and Inclusive Growth Institute Working Papers 084, Federal Reserve Bank of Minneapolis.
    9. Ghorpade,Yashodhan & Franco Restrepo,Camila & Castellanos Rodriguez,Luis Eduardo, 2024. "Social Protection and Labor Market Policies for the Informally Employed : A Review of Evidence from Low- and Middle-Income Countries," Social Protection Discussion Papers and Notes 188471, The World Bank.
    10. Mauricio Tejada & Claudia Piras & Luca Flabbi & Monserrat Bustelo, 2021. "Gender Gaps in Latin American Labor Markets: Implications from an Estimated Search Model," Annals of Economics and Statistics, GENES, issue 142, pages 111-178.
    11. Mohamed Ihsan Ajwad & Victoria Strokova & Mohamed Ihsan Ajwad, 2017. "Tajikistan Jobs Diagnostic," World Bank Publications - Reports 26029, The World Bank Group.
    12. Aşık,Güneş & Bossavie,Laurent Loic Yves & Kluve,Jochen & Nas Ozen,Selin Efsan & Nebiler,Metin & Oviedo Silva,Ana Maria, 2022. "The Effects of Subsidizing Social Security Contributions : Job creation or Informality Reduction ?," Policy Research Working Paper Series 9904, The World Bank.
    13. Nerijus Cerniauskas & Alain Jousten, 2020. "Statutory, Effective and Optimal Net Tax Schedules in Lithuania," Bank of Lithuania Working Paper Series 72, Bank of Lithuania.
    14. Dang, Thang, 2017. "Education as Protection? The Effect of Schooling on Non-Wage Compensation in a Developing Country," MPRA Paper 79223, University Library of Munich, Germany.
    15. William Price & John Ashcroft & Michael Hafeman, 2016. "Outcome Based Assessments for Private Pensions," World Bank Publications - Reports 25194, The World Bank Group.
    16. Yashodhan Ghorpade & Camila Franco Restrepo & Luis Eduardo Castellanos, 2024. "Social Protection and Labor Market Policies for the Informally Employed," World Bank Publications - Reports 41328, The World Bank Group.
    17. Palacios, Robert & Robalino, David A., 2020. "Integrating Social Insurance and Social Assistance Programs for the Future World of Labor," IZA Discussion Papers 13258, Institute of Labor Economics (IZA).
    18. World Bank Group, 2016. "Kazakhstan Jobs Strategy," World Bank Publications - Reports 27266, The World Bank Group.
    19. Michael Weber, 2015. "Measuring disincentives to formal work," IZA World of Labor, Institute of Labor Economics (IZA), pages 213-213, December.
    20. Alexander Muravyev, 2014. "Employment protection legislation in transition and emerging markets," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-63, September.
    21. Altamirano Montoya, Álvaro & Oliveri, María Laura & Bosch, Mariano & Tapia Troncoso, Waldo, 2023. "Calculating the Redistributive Impact of Pension Systems in LAC," IDB Publications (Working Papers) 13185, Inter-American Development Bank.

IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.