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What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments

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Cited by:

  1. Callaway, Brantly, 2021. "Bounds on distributional treatment effect parameters using panel data with an application on job displacement," Journal of Econometrics, Elsevier, vol. 222(2), pages 861-881.
  2. Cummins, Joseph R., 2017. "Heterogeneous treatment effects in the low track: Revisiting the Kenyan primary school experiment," Economics of Education Review, Elsevier, vol. 56(C), pages 40-51.
  3. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2008. "Nonparametric Tests for Treatment Effect Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 389-405, August.
  4. Battistin, Erich & Lamarche, Carlos & Rettore, Enrico, 2020. "Quantiles of the Gain Distribution of an Early Childhood Intervention," IZA Discussion Papers 13101, Institute of Labor Economics (IZA).
  5. Hope Corman & Dhaval M. Dave & Dhiman Das & Nancy E. Reichman, 2013. "Effects Of Welfare Reform On Illicit Drug Use Of Adult Women," Economic Inquiry, Western Economic Association International, vol. 51(1), pages 653-674, January.
  6. Shukla, Sumedha & Arora, Gaurav, 2022. "A rank similarity test for quantile treatment effects in conjunction with propensity score matching: An application to crop yield impacts of agricultural credit," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322569, Agricultural and Applied Economics Association.
  7. Finkelstein, Amy & McKnight, Robin, 2008. "What did Medicare do? The initial impact of Medicare on mortality and out of pocket medical spending," Journal of Public Economics, Elsevier, vol. 92(7), pages 1644-1668, July.
  8. Neng-Chieh Chang, 2020. "The Mode Treatment Effect," Papers 2007.11606, arXiv.org.
  9. Esfandiar Maasoumi & Daniel L. Millimet & Dipanwita Sarkar, 2009. "Who Benefits from Marriage?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 1-33, February.
  10. Gabriel V. Montes-Rojas, 2011. "Nonparametric Estimation of ATE and QTE: An Application of Fractile Graphical Analysis," Journal of Probability and Statistics, Hindawi, vol. 2011, pages 1-23, October.
  11. Elizabeth O. Ananat & Guy Michaels, 2008. "The Effect of Marital Breakup on the Income Distribution of Women with Children," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 611-629.
  12. Toru Kitagawa & Aleksey Tetenov, 2021. "Equality-Minded Treatment Choice," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(2), pages 561-574, March.
  13. Tal Gross & Jeanne Lafortune & Corinne Low, 2014. "What Happens the Morning After? The Costs and Benefits of Expanding Access to Emergency Contraception," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 33(1), pages 70-93, January.
  14. Hartley, Robert Paul & Lamarche, Carlos, 2018. "Behavioral responses and welfare reform: Evidence from a randomized experiment," Labour Economics, Elsevier, vol. 54(C), pages 135-151.
  15. Asfaw, Abraham Abebe, 2018. "The distributional effect of investment in early childhood nutrition: A panel quantile approach," World Development, Elsevier, vol. 110(C), pages 63-74.
  16. Feir, Donn. L. & Foley, Kelly & Jones, Maggie E. C., 2022. "Heterogeneous Returns to Active Labour Market Programs for Indigenous Populations," IZA Discussion Papers 15358, Institute of Labor Economics (IZA).
  17. Todd Morris, 2022. "The unequal burden of retirement reform: Evidence from Australia," Economic Inquiry, Western Economic Association International, vol. 60(2), pages 592-619, April.
  18. Aviva Aron-Dine & Liran Einav & Amy Finkelstein, 2013. "The RAND Health Insurance Experiment, Three Decades Later," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 197-222, Winter.
  19. Marianne Bitler & Jonah Gelbach & Hilary Hoynes & Madeline Zavodny, 2004. "The impact of welfare reform on marriage and divorce," Demography, Springer;Population Association of America (PAA), vol. 41(2), pages 213-236, May.
  20. Marianne P. Bitler & Jonah B. Gelbach & Hilary W. Hoynes, 2006. "What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments," American Economic Review, American Economic Association, vol. 96(4), pages 988-1012, September.
  21. Jones, A. & Lomas, J. & Rice, N., 2014. "Going Beyond the Mean in Healthcare Cost Regressions: a Comparison of Methods for Estimating the Full Conditional Distribution," Health, Econometrics and Data Group (HEDG) Working Papers 14/26, HEDG, c/o Department of Economics, University of York.
  22. Todd, Jessica E. & Newman, Constance & Ver Ploeg, Michele, 2010. "Changing Participation in Food Assistance Programs Among Low-Income Children After Welfare Reform," Economic Research Report 58613, United States Department of Agriculture, Economic Research Service.
  23. Havnes, Tarjei & Mogstad, Magne, 2015. "Is universal child care leveling the playing field?," Journal of Public Economics, Elsevier, vol. 127(C), pages 100-114.
  24. 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.
  25. Mullahy, John, 2018. "Individual results may vary: Inequality-probability bounds for some health-outcome treatment effects," Journal of Health Economics, Elsevier, vol. 61(C), pages 151-162.
  26. Gamper-Rabindran, Shanti & Khan, Shakeeb & Timmins, Christopher, 2010. "The impact of piped water provision on infant mortality in Brazil: A quantile panel data approach," Journal of Development Economics, Elsevier, vol. 92(2), pages 188-200, July.
  27. Amanda Kowalski, 2016. "Censored Quantile Instrumental Variable Estimates of the Price Elasticity of Expenditure on Medical Care," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(1), pages 107-117, January.
  28. Goldman, Matt & Kaplan, David M., 2018. "Comparing distributions by multiple testing across quantiles or CDF values," Journal of Econometrics, Elsevier, vol. 206(1), pages 143-166.
  29. Caroline Danielson & Deborah Reed & Qian Li & Jay Liao, "undated". "Sanctions and Time Limits in California's Welfare Program," Mathematica Policy Research Reports 09550879b2754a38b32e03488, Mathematica Policy Research.
  30. Haomiao Jia & Matthew M. Zack & David G. Moriarty & Dennis G. Fryback, 2011. "Predicting the EuroQol Group’s EQ-5D Index from CDC’s “Healthy Days†in a US Sample," Medical Decision Making, , vol. 31(1), pages 174-185, January.
  31. Leonard, Jonathan & Mas, Alexandre, 2008. "Welfare reform, time limits, and infant health," Journal of Health Economics, Elsevier, vol. 27(6), pages 1551-1566, December.
  32. Pedro Carneiro & Rita Ginja, 2014. "Long-Term Impacts of Compensatory Preschool on Health and Behavior: Evidence from Head Start," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 135-173, November.
  33. 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," Economics of Education Review, Elsevier, vol. 37(C), pages 113-125.
  34. 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.
  35. David M. Kaplan, 2013. "IDEAL Inference on Conditional Quantiles via Interpolated Duals of Exact Analytic L-statistics," Working Papers 1316, Department of Economics, University of Missouri.
  36. 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.
  37. 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.
  38. Konstantinou, Panagiotis Th. & Panagiotidis, Theodore & Roumanias, Costas, 2021. "State-dependent effect on voter turnout: The case of US House elections," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 753-765.
  39. Neumark, David & Simpson, Helen, 2015. "Place-Based Policies," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 1197-1287, Elsevier.
  40. Jesse Rothstein & Till von Wachter, 2016. "Social Experiments in the Labor Market," NBER Working Papers 22585, National Bureau of Economic Research, Inc.
  41. Emla Fitzsimons & Marcos Vera-Hernandez, 2013. "Food for Thought? Breastfeeding and Child Development," IFS Working Papers W13/31, Institute for Fiscal Studies.
  42. Steven F. Lehrer & R. Vincent Pohl & Kyungchul Song, 2022. "Multiple Testing and the Distributional Effects of Accountability Incentives in Education," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(4), pages 1552-1568, October.
  43. Wolfgang Ochel, 2005. "Welfare‐to‐Work Experiences with Specific Work‐First Programmes in Selected Countries," International Social Security Review, John Wiley & Sons, vol. 58(4), pages 67-93, October.
  44. Damian Clarke & Manuel Llorca Jaña & Daniel Pailañir, 2023. "The use of quantile methods in economic history," Historical Methods: A Journal of Quantitative and Interdisciplinary History, Taylor & Francis Journals, vol. 56(2), pages 115-132, April.
  45. Pankaj C. Patel & Cornelius A. Rietveld & Jack I. Richter, 2022. "The relation between public assistance and self-employment in census tracts: a long-term perspective," Journal of Evolutionary Economics, Springer, vol. 32(3), pages 891-927, July.
  46. Andreas Ravndal Kostol & Magne Mogstad, 2014. "How Financial Incentives Induce Disability Insurance Recipients to Return to Work," American Economic Review, American Economic Association, vol. 104(2), pages 624-655, February.
  47. Marianne Bitler & Hilary W. Hoynes, 2006. "Welfare Reform and Indirect Impacts on Health," NBER Working Papers 12642, National Bureau of Economic Research, Inc.
  48. Bruce D. Meyer & James X. Sullivan, 2006. "Consumption, Income, and Material Well-Being After Welfare Reform," NBER Working Papers 11976, National Bureau of Economic Research, Inc.
  49. Ferreira, Francisco H. G. & Firpo, Sergio & Galvao, Antonio F., 2017. "Estimation and Inference for Actual and Counterfactual Growth Incidence Curves," IZA Discussion Papers 10473, Institute of Labor Economics (IZA).
  50. Sokbae (Simon) Lee & Yoon-Jae Whang, 2009. "Nonparametric tests of conditional treatment effects," CeMMAP working papers CWP36/09, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  51. Tymon S{l}oczy'nski, 2018. "Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights," Papers 1810.01576, arXiv.org, revised May 2020.
  52. Abdullah Kumas & Daniel L. Millimet, 2018. "Reassessing the effects of bilateral tax treaties on US FDI activity," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 42(3), pages 451-470, July.
  53. David M. Kaplan & Matt Goldman, 2013. "IDEAL Quantile Inference via Interpolated Duals of Exact Analytic L-statistics," Working Papers 1315, Department of Economics, University of Missouri.
  54. David Card & Pablo Ibarrarán & Ferdinando Regalia & David Rosas-Shady & Yuri Soares, 2011. "The Labor Market Impacts of Youth Training in the Dominican Republic," Journal of Labor Economics, University of Chicago Press, vol. 29(2), pages 267-300.
  55. Tymon Sloczynski, 2018. "A General Weighted Average Representation of the Ordinary and Two-Stage Least Squares Estimands," Working Papers 125, Brandeis University, Department of Economics and International Business School.
  56. Matt Goldman & David M. Kaplan, 2018. "Non‐parametric inference on (conditional) quantile differences and interquantile ranges, using L‐statistics," Econometrics Journal, Royal Economic Society, vol. 21(2), pages 136-169, June.
  57. Bergolo, M. & Cruces, G., 2021. "The anatomy of behavioral responses to social assistance when informal employment is high," Journal of Public Economics, Elsevier, vol. 193(C).
  58. Jiang, Liang & Phillips, Peter C.B. & Tao, Yubo & Zhang, Yichong, 2023. "Regression-adjusted estimation of quantile treatment effects under covariate-adaptive randomizations," Journal of Econometrics, Elsevier, vol. 234(2), pages 758-776.
  59. Abebe, Meseret B. & Alem, Yonas, 2023. "Drought, Livestock Holding, and Milk Production: A Difference-in-Differences Analysis," EfD Discussion Paper 23-12, Environment for Development, University of Gothenburg.
  60. de-Ramon, Sebastian & Francis, William B & Straughan, Michael, 2020. "The link between bank competition and risk in the United Kingdom: two views for policymaking," Bank of England working papers 885, Bank of England.
  61. Sungwon Lee, 2020. "Identification and Confidence Regions for Treatment Effect and its Distribution under Stochastic Dominance," Working Papers 2011, Nam Duck-Woo Economic Research Institute, Sogang University (Former Research Institute for Market Economy).
  62. Okeke, Edward N. & Adepiti, Clement A. & Ajenifuja, Kayode O., 2013. "What is the price of prevention? New evidence from a field experiment," Journal of Health Economics, Elsevier, vol. 32(1), pages 207-218.
  63. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
  64. Katherine Caves & Simone Balestra, 2018. "The impact of high school exit exams on graduation rates and achievement," The Journal of Educational Research, Taylor & Francis Journals, vol. 111(2), pages 186-200, March.
  65. Peter Egger & Mario Larch & Kevin E. Staub & Rainer Winkelmann, 2011. "The Trade Effects of Endogenous Preferential Trade Agreements," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 113-143, August.
  66. Gabrielle Fack & Camille Landais, 2010. "Are Tax Incentives for Charitable Giving Efficient? Evidence from France," NBER Chapters, in: Income Taxation, Trans-Atlantic Public Economics Seminar (TAPES), pages 117-141, National Bureau of Economic Research, Inc.
  67. repec:pri:indrel:dsp01m613mx58m is not listed on IDEAS
  68. Steven F. Lehrer & R. Vincent Pohl & Kyungchul Song, 2016. "Targeting Policies: Multiple Testing and Distributional Treatment Effects," NBER Working Papers 22950, National Bureau of Economic Research, Inc.
  69. Nicholas W Papageorge & Kevin Thom, 2020. "Genes, Education, and Labor Market Outcomes: Evidence from the Health and Retirement Study," Journal of the European Economic Association, European Economic Association, vol. 18(3), pages 1351-1399.
  70. Jackson, Erika & Page, Marianne E., 2013. "Estimating the distributional effects of education reforms: A look at Project STAR," Economics of Education Review, Elsevier, vol. 32(C), pages 92-103.
  71. Trevor Collier & Daniel Millimet, 2009. "Institutional arrangements in educational systems and student achievement: a cross-national analysis," Empirical Economics, Springer, vol. 37(2), pages 329-381, October.
  72. Marc K Chan, 2014. "Measuring the Dynamic Effects of Welfare Time Limits," Working Paper Series 23, Economics Discipline Group, UTS Business School, University of Technology, Sydney.
  73. Altmann, Steffen & Falk, Armin & Jäger, Simon & Zimmermann, Florian, 2018. "Learning about job search: A field experiment with job seekers in Germany," Journal of Public Economics, Elsevier, vol. 164(C), pages 33-49.
  74. Bitler, Marianne P. & Gelbach, Jonah B. & Hoynes, Hilary W., 2008. "Distributional impacts of the Self-Sufficiency Project," Journal of Public Economics, Elsevier, vol. 92(3-4), pages 748-765, April.
  75. Raj Chetty & Emmanuel Saez, 2013. "Teaching the Tax Code: Earnings Responses to an Experiment with EITC Recipients," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 1-31, January.
  76. Tymon Słoczyński, 2022. "Interpreting OLS Estimands When Treatment Effects Are Heterogeneous: Smaller Groups Get Larger Weights," The Review of Economics and Statistics, MIT Press, vol. 104(3), pages 501-509, May.
  77. Xiao, Zhijie & Xu, Lan, 2019. "What do mean impacts miss? Distributional effects of corporate diversification," Journal of Econometrics, Elsevier, vol. 213(1), pages 92-120.
  78. Egor Malkov, 2021. "Welfare Effects of the Labor Income Tax Changes on Married Couples: A Sufficient Statistics Approach," Working Papers 590, ECINEQ, Society for the Study of Economic Inequality.
  79. John Mullahy, 2017. "Individual Results May Vary: Elementary Analytics of Inequality-Probability Bounds, with Applications to Health-Outcome Treatment Effects," NBER Working Papers 23603, National Bureau of Economic Research, Inc.
  80. Deaton, Angus & Cartwright, Nancy, 2018. "Understanding and misunderstanding randomized controlled trials," Social Science & Medicine, Elsevier, vol. 210(C), pages 2-21.
  81. Sakos, Grayson & Cerulli, Giovanni & Garbero, Alessandra, 2021. "Beyond the ATE: Idiosyncratic Effect Estimation to Uncover Distributional Impacts Results from 17 Impact Evaluations," 2021 Annual Meeting, August 1-3, Austin, Texas 314017, Agricultural and Applied Economics Association.
  82. Toshiaki Aizawa, 2019. "Transition of the BMI distribution in India: evidence from a distributional decomposition analysis," Journal of Bioeconomics, Springer, vol. 21(1), pages 3-36, April.
  83. Tetsuya Kaji & Jianfei Cao, 2023. "Assessing Heterogeneity of Treatment Effects," Papers 2306.15048, arXiv.org.
  84. Essama-Nssah, B., 2012. "Identification of sources of variation in poverty outcomes," Policy Research Working Paper Series 5954, The World Bank.
  85. 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.
  86. William N. Evans & Craig Garthwaite, 2012. "Estimating Heterogeneity in the Benefits of Medical Treatment Intensity," The Review of Economics and Statistics, MIT Press, vol. 94(3), pages 635-649, August.
  87. Undral Byambadalai & Tatsushi Oka & Shota Yasui, 2024. "Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction," Papers 2407.16037, arXiv.org.
  88. Pedro H. C. Sant’Anna, 2021. "Nonparametric Tests for Treatment Effect Heterogeneity With Duration Outcomes," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 39(3), pages 816-832, July.
  89. Kendo, Sandra & Tchakounte, Josephine, 2022. "The drivers of the financial integration of microfinance Institutions: Do financial development, agency costs and microfinance performance matter?," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 128-142.
  90. Robert W. Fairlie & Jonathan Robinson, 2013. "Experimental Evidence on the Effects of Home Computers on Academic Achievement among Schoolchildren," American Economic Journal: Applied Economics, American Economic Association, vol. 5(3), pages 211-240, July.
  91. Kaplan, David M., 2015. "Improved quantile inference via fixed-smoothing asymptotics and Edgeworth expansion," Journal of Econometrics, Elsevier, vol. 185(1), pages 20-32.
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  126. Aaberge, Rolf & Havnes, Tarjei & Mogstad, Magne, 2013. "A Theory for Ranking Distribution Functions," IZA Discussion Papers 7738, Institute of Labor Economics (IZA).
  127. Peng Ding & Avi Feller & Luke Miratrix, 2016. "Randomization inference for treatment effect variation," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 78(3), pages 655-671, June.
  128. Firpo, Sergio Pinheiro, 2010. "Identification and estimation of interventions using changes in inequality measures," Textos para discussão 214, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
  129. Lisa Barrow & Bea Rivera & Diane Whitmore Schanzenbach, 2024. "Work, Poverty, and Social Benefits Over the Past Three Decades," Working Papers 24-22, Federal Reserve Bank of Cleveland.
  130. Duggan Mark G & Evans William N, 2008. "Estimating the Impact of Medical Innovation: A Case Study of HIV Antiretroviral Treatments," Forum for Health Economics & Policy, De Gruyter, vol. 11(2), pages 1-39, January.
  131. 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.
  132. Bettendorf, Leon J.H. & Folmer, Kees & Jongen, Egbert L.W., 2014. "The dog that did not bark: The EITC for single mothers in the Netherlands," Journal of Public Economics, Elsevier, vol. 119(C), pages 49-60.
  133. Goldman, Matt & Kaplan, David M., 2018. "Comparing distributions by multiple testing across quantiles or CDF values," Journal of Econometrics, Elsevier, vol. 206(1), pages 143-166.
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  222. Kling, Jeffrey & Liebman, Jeffrey, 2004. "Experimental Analysis of Neighborhood Effects on Youth," Working Paper Series rwp04-034, Harvard University, John F. Kennedy School of Government.
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