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Econometric Mediation Analyses: Identifying the Sources of Treatment Effects from Experimentally Estimated Production Technologies with Unmeasured and Mismeasured Inputs

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Cited by:

  1. Henning Hermes & Marina Krauß & Philipp Lergetporer & Frauke Peter & Simon Wiederhold, 2022. "Early Child Care, Maternal Labor Supply, and Gender Equality: A Randomized Controlled Trial," CESifo Working Paper Series 10178, CESifo.
  2. Christophe Muller & Nouréini Sayouti, 2019. "How Do Agro-Pastoral Policies Affect the Dietary Intake of Agro-Pastoralists? Evidence from Niger," AMSE Working Papers 1917, Aix-Marseille School of Economics, France, revised Apr 2020.
  3. Eric A. Hanushek & Babs Jacobs & Guido Schwerdt & Rolf van der Velden & Stan Vermeulen & Simon Wiederhold, 2021. "Where Do STEM Graduates Stem From? The Intergenerational Transmission of Comparative Skill Advantages," CESifo Working Paper Series 9388, CESifo.
  4. Anna Aizer & Paul Devereux & Kjell Salvanes, 2022. "Grandparents, Moms, or Dads? Why Children of Teen Mothers Do Worse in Life," Journal of Human Resources, University of Wisconsin Press, vol. 57(6), pages 2012-2047.
  5. González González, Diego, 2024. "The impact of obesity on human capital accumulation: exploring the driving factors," UC3M Working papers. Economics 43822, Universidad Carlos III de Madrid. Departamento de Economía.
  6. Brewer, Mike & Dang, Thang & Tominey, Emma, 2022. "Universal Credit: Welfare Reform and Mental Health," IZA Discussion Papers 15178, Institute of Labor Economics (IZA).
  7. Virginia Minni, 2023. "Making the invisible hand visible: Managers and the allocation of workers to jobs," STICERD - Economic Organisation and Public Policy Discussion Papers Series 72, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
  8. Heckman, James & Pinto, Rodrigo, 2015. "Causal Analysis After Haavelmo," Econometric Theory, Cambridge University Press, vol. 31(1), pages 115-151, February.
  9. Butler, Alexander W. & Yi, Hanyi, 2022. "Aging and public financing costs: Evidence from U.S. municipal bond markets," Journal of Public Economics, Elsevier, vol. 211(C).
  10. Joseph Sabia & Daniel Rees, 2015. "Body weight, mental health capital, and academic achievement," Review of Economics of the Household, Springer, vol. 13(3), pages 653-684, September.
  11. Sven Resnjanskij & Jens Ruhose & Simon Wiederhold & Ludger Woessmann & Katharina Wedel, 2024. "Can Mentoring Alleviate Family Disadvantage in Adolescence? A Field Experiment to Improve Labor Market Prospects," Journal of Political Economy, University of Chicago Press, vol. 132(3), pages 1013-1062.
  12. Benjamin Elsner & Ingo E Isphording & Ulf Zölitz, 2021. "Achievement Rank Affects Performance and Major Choices in College [Gender, competitiveness, and socialization at a young age: evidence from a matrilineal and a patriarchal society]," The Economic Journal, Royal Economic Society, vol. 131(640), pages 3182-3206.
  13. Christopher Severen & Arthur A. van Benthem, 2022. "Formative Experiences and the Price of Gasoline," American Economic Journal: Applied Economics, American Economic Association, vol. 14(2), pages 256-284, April.
  14. Boerner, Lars & Rubin, Jared & Severgnini, Battista, 2021. "A time to print, a time to reform," European Economic Review, Elsevier, vol. 138(C).
  15. Adam M. Lavecchia & Philip Oreopoulos & Robert S. Brown, 2020. "Long-Run Effects from Comprehensive Student Support: Evidence from Pathways to Education," American Economic Review: Insights, American Economic Association, vol. 2(2), pages 209-224, June.
  16. Cheti Nicoletti & Kjell G. Salvanes & Emma Tominey, 2023. "Mothers Working during Preschool Years and Child Skills: Does Income Compensate?," Journal of Labor Economics, University of Chicago Press, vol. 41(2), pages 389-429.
  17. Choi, Jaehyuk & Lu, Lei & Park, Heungju & Sohn, Sungbin, 2022. "The financial value of the within-government political network: Evidence from Chinese municipal corporate bonds," Finance Research Letters, Elsevier, vol. 47(PA).
  18. Eric A. Hanushek & Babs Jacobs & Guido Schwerdt & Rolf van der Velden & Stan Vermeulen & Simon Wiederhold, 2021. "The Intergenerational Transmission of Cognitive Skills: An Investigation of the Causal Impact of Families on Student Outcomes," NBER Working Papers 29450, National Bureau of Economic Research, Inc.
  19. Hille, Adrian & Schupp, Jürgen, 2015. "How Learning a Musical Instrument Affects the Development of Skills," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 44, pages 56-82.
  20. Sneha Elango & Jorge Luis García & James J. Heckman & Andrés Hojman, 2015. "Early Childhood Education," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 235-297, National Bureau of Economic Research, Inc.
  21. 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).
  22. 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.
  23. Lindsey Macmillan & Emma Tominey, 2023. "Parental inputs and socio-economic gaps in early child development," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(3), pages 1513-1543, July.
  24. Rajeev K. Goel & Michael A. Nelson, 2021. "Direct and indirect influences of political regimes on corruption," Social Science Quarterly, Southwestern Social Science Association, vol. 102(4), pages 1569-1589, July.
  25. Gallegos, Sebastián & García, Jorge Luis, 2024. "Childcare and parenting in the production of early life skills," Economics of Education Review, Elsevier, vol. 101(C).
  26. Hermes, Henning & Lergetporer, Philipp & Peter, Frauke & Wiederhold, Simon, 2021. "Behavioral Barriers and the Socioeconomic Gap in Child Care Enrollment," Discussion Paper Series in Economics 16/2021, Norwegian School of Economics, Department of Economics.
  27. James J. Heckman & Tim Kautz, 2013. "Fostering and Measuring Skills: Interventions That Improve Character and Cognition," NBER Working Papers 19656, National Bureau of Economic Research, Inc.
  28. Hermes, Henning & Krauß, Marina & Lergetporer, Philipp & Peter, Frauke & Wiederhold, Simon, 2022. "Early child care and labor supply of lower-SES mothers: A randomized controlled trial," DICE Discussion Papers 394, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
  29. Lergetporer, P & Woessmann, L, 2022. "Income Contingency and the Electorates Support for Tuition," CAGE Online Working Paper Series 606, Competitive Advantage in the Global Economy (CAGE).
  30. Hojman, Andrés & López Bóo, Florencia, 2019. "Cost-Effective Public Daycare in a Low-Income Economy Benefits Children and Mothers," IZA Discussion Papers 12585, Institute of Labor Economics (IZA).
  31. Cirera, Xavi & Comin, Diego & Cruz, Marcio & Lee, Kyung Min & Torres, Jesica, 2022. "Technology and Resilience," CEPR Discussion Papers 16885, C.E.P.R. Discussion Papers.
  32. Christian Dippel & Robert Gold & Stephan Heblich, 2015. "Globalization and Its (Dis-)Content: Trade Shocks and Voting Behavior," NBER Working Papers 21812, National Bureau of Economic Research, Inc.
  33. Henning Hermes & Philipp Lergetporer & Frauke Peter & Simon Wiederhold, 2021. "Application Barriers and the Socioeconomic Gap in Child Care Enrollment," CESifo Working Paper Series 9282, CESifo.
  34. Cameron, Lisa & Meng, Xin & Zhang, Dandan, 2022. "Does being “left–behind” in childhood lead to criminality in adulthood? Evidence from data on rural-urban migrants and prison inmates in China," Journal of Economic Behavior & Organization, Elsevier, vol. 202(C), pages 675-693.
  35. repec:lic:licosd:42721 is not listed on IDEAS
  36. Reimer, Matthew N. & Haynie, Alan C., 2018. "Mechanisms matter for evaluating the economic impacts of marine reserves," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 427-446.
  37. Faguet, Jean-Paul & Matajira, Camilo & Sánchez, Fabio, 2024. "Encomienda, the colonial state, and long-run development in Colombia," LSE Research Online Documents on Economics 122257, London School of Economics and Political Science, LSE Library.
  38. Paul Schüle, 2023. "Career Preferences and Socio-Economic Background," ifo Working Paper Series 395, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
  39. Meghir, Costas & Palme, Mårten & Schnabel, Marieke, 2011. "The Effect of Education Policy on Crime: An Intergenerational Perspective," Research Papers in Economics 2011:23, Stockholm University, Department of Economics.
  40. Hashibul Hassan & Asad Islam & Abu Siddique & Liang Choon Wang, 2024. "Telementoring and Homeschooling During School Closures: a Randomised Experiment in Rural Bangladesh," The Economic Journal, Royal Economic Society, vol. 134(662), pages 2418-2438.
  41. Jacob M. Meyer, 2020. "Checks and Imbalances: Exploring the Links between Political Constraints and Banking Crises using Econometric Mediation," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 63(1), pages 71-96.
  42. Andreas Fagereng & Magne Mogstad & Marte Rønning, 2021. "Why Do Wealthy Parents Have Wealthy Children?," Journal of Political Economy, University of Chicago Press, vol. 129(3), pages 703-756.
  43. Eble, Alex & Frost, Chris & Camara, Alpha & Bouy, Baboucarr & Bah, Momodou & Sivaraman, Maitri & Hsieh, Pei-Tseng Jenny & Jayanty, Chitra & Brady, Tony & Gawron, Piotr & Vansteelandt, Stijn & Boone, P, 2021. "How much can we remedy very low learning levels in rural parts of low-income countries? Impact and generalizability of a multi-pronged para-teacher intervention from a cluster-randomized trial in the ," Journal of Development Economics, Elsevier, vol. 148(C).
  44. 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.
  45. Maude Lavanchy & Patrick Reichert & Jayanth Narayanan & Krishna Savani, 2023. "Applicants’ Fairness Perceptions of Algorithm-Driven Hiring Procedures," Journal of Business Ethics, Springer, vol. 188(1), pages 125-150, November.
  46. Philippe Aghion & Ufuk Akcigit & Ari Hyytinen & Otto Toivanen, 2023. "2022 Klein Lecture Parental Education And Invention: The Finnish Enigma," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 64(2), pages 453-490, May.
  47. Schurer, Stefanie & Trajkovski, Kristian & Hariharan, Tara, 2019. "Understanding the mechanisms through which adverse childhood experiences affect lifetime economic outcomes," Labour Economics, Elsevier, vol. 61(C).
  48. Peter Bergman, 2021. "Parent-Child Information Frictions and Human Capital Investment: Evidence from a Field Experiment," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 286-322.
  49. Mendolia, Silvia & Siminski, Peter, 2017. "Is education the mechanism through which family background affects economic outcomes? A generalised approach to mediation analysis," Economics of Education Review, Elsevier, vol. 59(C), pages 1-12.
  50. Caterina Giannetti & Pietro Guarnieri & Tommaso Luzzati, 2021. "Pro-environmental attitude and behaviours: an investigation on the role of pro-sociality," Discussion Papers 2021/269, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
  51. Mendolia, Silvia & Siminski, Peter, 2016. "Does Family Background Affect Earnings through Education? A Generalised Approach to Mediation Analysis," IZA Discussion Papers 9917, Institute of Labor Economics (IZA).
  52. Kautz, Tim & Heckman, James J. & Diris, Ron & ter Weel, Bas & Borghans, Lex, 2014. "Fostering and Measuring Skills: Improving Cognitive and Non-Cognitive Skills to Promote Lifetime Success," IZA Discussion Papers 8696, Institute of Labor Economics (IZA).
  53. Holford, Angus, 2015. "Youth employment and academic performance: production functions and policy effects," ISER Working Paper Series 2015-06, Institute for Social and Economic Research.
  54. repec:hal:cdiwps:halshs-02532955 is not listed on IDEAS
  55. Carvajal, Daniel, 2024. "Exposure to diversity, social proximity and ingroup bias," Discussion Paper Series in Economics 14/2024, Norwegian School of Economics, Department of Economics.
  56. Rahul Singh & Liyuan Xu & Arthur Gretton, 2020. "Kernel Methods for Causal Functions: Dose, Heterogeneous, and Incremental Response Curves," Papers 2010.04855, arXiv.org, revised Oct 2022.
  57. Caro, Juan Carlos, 2020. "Parental investments, socioemotional development and nutritional health in Chile," MPRA Paper 98867, University Library of Munich, Germany.
  58. Alguacil Marí, María Teresa & Lo Turco, Alessia & Martínez-Zarzoso, Inmaculada, 2020. "What is so special about robots and trade?," University of Göttingen Working Papers in Economics 410, University of Goettingen, Department of Economics.
  59. Laurel Wheeler & Robert Garlick & Eric Johnson & Patrick Shaw & Marissa Gargano, 2022. "LinkedIn(to) Job Opportunities: Experimental Evidence from Job Readiness Training," American Economic Journal: Applied Economics, American Economic Association, vol. 14(2), pages 101-125, April.
  60. Runst, Petrik & Thomä, Jörg & Haverkamp, Katarzyna & Müller, Klaus, 2017. "A replication of ‘Entry regulation and entrepreneurship: a natural experiment in German craftsmanship’," ifh Working Papers 2 (2017), Volkswirtschaftliches Institut für Mittelstand und Handwerk an der Universität Göttingen (ifh), revised 2017.
  61. 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.
  62. Caro, Juan Carlos, 2020. "Child development and obesity prevention: evidence from the Chilean School Meals Program," MPRA Paper 98865, University Library of Munich, Germany.
  63. Castells-Quintana, David & Lopez-Uribe, Maria del Pilar & McDermott, Thomas K.J., 2022. "Population displacement and urban conflict: Global evidence from more than 3300 flood events," Journal of Development Economics, Elsevier, vol. 158(C).
  64. Siddique, Abu & Islam, Asad & Mozumder, Tanvir Ahmed & Rahman, Tabassum & Shatil, Tanvir, 2022. "Forced Displacement, Mental Health, and Child Development: Evidence from the Rohingya Refugees," SocArXiv b4fc7, Center for Open Science.
  65. James J. Heckman & John Eric Humphries & Greg Veramendi & Sergio S. Urzua, 2014. "Education, Health and Wages," NBER Working Papers 19971, National Bureau of Economic Research, Inc.
  66. Oh, Seungjoon & Ding, Keli & Park, Heungju, 2021. "Cross-listing, foreign independent directors and firm value," Journal of Business Research, Elsevier, vol. 136(C), pages 695-708.
  67. Chang, Simon & Cobb-Clark, Deborah A. & Salamanca, Nicolás, 2022. "Parents’ responses to teacher qualifications," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 419-446.
  68. Dirk Dohse & Rajeev K. Goel & Devrim Göktepe‐Hultén, 2021. "Paths academic scientists take to entrepreneurship: Disaggregating direct and indirect influences," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(7), pages 1740-1753, October.
  69. Viviana Celli, 2022. "Causal mediation analysis in economics: Objectives, assumptions, models," Journal of Economic Surveys, Wiley Blackwell, vol. 36(1), pages 214-234, February.
  70. Egger, Peter H. & Strecker, Nora M. & Zoller-Rydzek, Benedikt, 2020. "Estimating bargaining-related tax advantages of multinational firms," Journal of International Economics, Elsevier, vol. 122(C).
  71. Christophe Muller & Nouréini Sayouti, 2019. "How do agro-pastoral policies affect the dietary intake of agro-pastoralists in Niger?," CERDI Working papers halshs-02165137, HAL.
  72. Bartels, Charlotte & König, Johannes & Schröder, Carsten, 2021. "Born in the land of milk and honey: The impact of economic growth on individual wealth accumulation," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242398, Verein für Socialpolitik / German Economic Association.
  73. Kilburn, Kelly & Handa, Sudhanshu & Angeles, Gustavo & Mvula, Peter & Tsoka, Maxton, 2017. "Short-term impacts of an unconditional cash transfer program on child schooling: Experimental evidence from Malawi," Economics of Education Review, Elsevier, vol. 59(C), pages 63-80.
  74. Hyeokmoon Kweon & Casper A.P. Burik & Richard Karlsson Linner & Ronald de Vlaming & Aysu Okbay & Daphne Martschenko & Kathryn Paige Harden & Thomas A. DiPrete & Philipp D. Koellinger, 2020. "Genetic Fortune: Winning or Losing Education, Income, and Health," Tinbergen Institute Discussion Papers 20-053/V, Tinbergen Institute, revised 01 Dec 2020.
  75. Raquel Carrasco & Diego González-González, 2024. "The impact of obesity on human capital accumulation: Exploring the driving factors," Working Papers 2024-03, FEDEA.
  76. Hendrik Thiel & Stephan L. Thomsen & Bettina Büttner, 2014. "Variation of learning intensity in late adolescence and the effect on personality traits," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 177(4), pages 861-892, October.
  77. Jacob M. Meyer, 2021. "Political constraints and currency crises in emerging markets and less developed economies," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(3), pages 495-554, August.
  78. Alessia Lo Turco & Daniela Maggioni, 2017. "“Glocal” ties: banking development and SEs’ export entry," Small Business Economics, Springer, vol. 48(4), pages 999-1020, April.
  79. Futing Chen & Cuntong Wang & Yihe WangDing, 2024. "The Interplay of Sibling Sex Composition, Son Preference, and Child Education in China: Evidence from the One-Child Policy," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 43(5), pages 1-31, October.
  80. Christophe Muller & Nouréini Sayouti, 2019. "How do agro-pastoral policies affect the dietary intake of agro-pastoralists in Niger?," Working Papers halshs-02165137, HAL.
  81. Lei Wang & Yiwei Qian & Nele Warrinnier & Orazio Attanasio & Scott Rozelle & Sean Sylvia, "undated". "Parental Investment, School Choice, and the Persistent Benefits of Intervention in Early Childhood," Working Papers 931, Queen Mary University of London, School of Economics and Finance.
  82. Ali Tafti & Galit Shmueli, 2020. "Beyond Overall Treatment Effects: Leveraging Covariates in Randomized Experiments Guided by Causal Structure," Information Systems Research, INFORMS, vol. 31(4), pages 1183-1199, December.
  83. Schütt, Christoph A., 2023. "The effect of perceived similarity and social proximity on the formation of prosocial preferences," Journal of Economic Psychology, Elsevier, vol. 99(C).
  84. Petrik Runst & Jörg Thomä & Katarzyna Haverkamp & Klaus Müller, 2019. "A replication of ‘Entry regulation and entrepreneurship: a natural experiment in German craftsmanship’," Empirical Economics, Springer, vol. 56(6), pages 2225-2252, June.
  85. Richard Freund, 2023. "From drought to distress: unpacking the mental health effects of water scarcity," CSAE Working Paper Series 2023-07, Centre for the Study of African Economies, University of Oxford.
  86. Rahul Singh & Liyuan Xu & Arthur Gretton, 2021. "Sequential Kernel Embedding for Mediated and Time-Varying Dose Response Curves," Papers 2111.03950, arXiv.org, revised Jul 2023.
  87. Alguacil, Maite & Lo Turco, Alessia & Martínez-Zarzoso, Inmaculada, 2022. "Robot adoption and export performance: Firm-level evidence from Spain," Economic Modelling, Elsevier, vol. 114(C).
  88. Kim, Jun Hyung & Schulz, Wolfgang & Zimmermann, Tanja & Hahlweg, Kurt, 2018. "Parent–child interactions and child outcomes: Evidence from randomized intervention," Labour Economics, Elsevier, vol. 54(C), pages 152-171.
  89. Sancassani, Pietro, 2023. "The effect of teacher subject-specific qualifications on student science achievement," Labour Economics, Elsevier, vol. 80(C).
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