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What Mean Impacts Miss Distributional Effects of Welfare Reform Experiments

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  • Marianne P. Bitler
  • Jonah Gelbach
  • Hilary Hoynes
Abstract
Labor supply theory predicts systematic heterogeneity in the impact of recent welfare reforms on earnings, transfers, and income. Yet most welfare reform research focuses on mean impacts. We investigate the importance of heterogeneity using random-assignment data from Connecticut's Jobs First waiver, which features key elements of post-1996 welfare programs. Estimated quantile treatment effects exhibit the substantial heterogeneity predicted by labor supply theory. Thus mean impacts miss a great deal. Looking separately at samples of dropouts and other women does not improve the performance of mean impacts. We conclude that welfare reform's effects are likely both more varied and more extensive than has been recognized.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Marianne P. Bitler & Jonah Gelbach & Hilary Hoynes, 2004. "What Mean Impacts Miss Distributional Effects of Welfare Reform Experiments," Working Papers WR-109-NICHD/NIA, RAND Corporation.
  • Handle: RePEc:ran:wpaper:wr-109-nichd/nia
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    1. Moffitt, Robert, 1992. "Incentive Effects of the U.S. Welfare System: A Review," Journal of Economic Literature, American Economic Association, vol. 30(1), pages 1-61, March.
    2. 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.
    3. Sergio Firpo, 2007. "Efficient Semiparametric Estimation of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 75(1), pages 259-276, January.
    4. Alberto Abadie & Joshua Angrist & Guido Imbens, 2002. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Econometrica, Econometric Society, vol. 70(1), pages 91-117, January.
    5. Jeffrey Grogger, 2003. "The Effects of Time Limits, the EITC, and Other Policy Changes on Welfare Use, Work, and Income among Female-Headed Families," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 394-408, May.
    6. 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.
    7. Besley, Timothy & Coate, Stephen, 1992. "Workfare versus Welfare Incentive Arguments for Work Requirements in Poverty-Alleviation Programs," American Economic Review, American Economic Association, vol. 82(1), pages 249-261, March.
    8. Leora Friedberg, 2000. "The Labor Supply Effects of the Social Security Earnings Test," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 48-63, February.
    9. James J. Heckman & Jeffrey Smith & Nancy Clements, 1997. "Making The Most Out Of Programme Evaluations and Social Experiments: Accounting For Heterogeneity in Programme Impacts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 487-535.
    10. James J. Heckman & Jeffrey A. Smith, 1995. "Assessing the Case for Social Experiments," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 85-110, Spring.
    11. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    12. Melvin Stephens Jr., 2003. ""3rd of tha Month": Do Social Security Recipients Smooth Consumption Between Checks?," American Economic Review, American Economic Association, vol. 93(1), pages 406-422, March.
    13. Blank, Rebecca M. & Card, David & Robins, Philip K., 1999. "Financial Incentives for Increasing Work and Income Among Low-Income Families," Department of Economics, Working Paper Series qt2f15x7sg, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    14. Nada Eissa & Jeffrey B. Liebman, 1996. "Labor Supply Response to the Earned Income Tax Credit," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 605-637.
    15. Jeffrey Grogger & Charles Michalopoulos, 2003. "Welfare Dynamics under Time Limits," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 530-554, June.
    16. Hilary W. Hoynes & Kenneth Y. Chay & Dean Hyslop, 2004. "True State Dependence In Monthly Welfare Participation:A Nonexperimental Analysis," Working Papers 533, University of California, Davis, Department of Economics.
    17. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    18. Gruber, Jonathan, 2000. "Cash welfare as a consumption smoothing mechanism for divorced mothers," Journal of Public Economics, Elsevier, vol. 75(2), pages 157-182, February.
    19. Hilary W. Hoynes & Kenneth Y. Chay & Dean Hyslop, 2004. "True State Dependence In Monthly Welfare Participation:A Nonexperimental Analysis," Working Papers 2, University of California, Davis, Department of Economics.
    20. Schoeni, R.F. & Blank, R.M., 2000. "What Has Welfare Reform Accomplished? Impacts on Welfare Participation, Employment, Income, Poverty, and Family Structure," Papers 00-02, RAND - Labor and Population Program.
    21. Marianne P. Bitler & Jonah B. Gelbach & Hilary W. Hoynes, 2003. "Some Evidence on Race, Welfare Reform, and Household Income," American Economic Review, American Economic Association, vol. 93(2), pages 293-298, May.
    22. Dehejia, Rajeev H., 2005. "Program evaluation as a decision problem," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 141-173.
    23. Jonathan Gruber, 1996. "Cash Welfare as a Consumption Smoothing Mechanism for Single Mothers," NBER Working Papers 5738, National Bureau of Economic Research, Inc.
    24. Neil G. Bennett & Hsien-Hen Lu & Younghwan Song, 2002. "Welfare Reform and Changes in the Economic Well-Being of Children," NBER Working Papers 9399, National Bureau of Economic Research, Inc.
    25. Moffitt, Robert A., 2002. "Welfare programs and labor supply," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 4, chapter 34, pages 2393-2430, Elsevier.
    26. Daniel Friedlander & Philip K. Robins, 1997. "The Distributional Impacts of Social Programs," Evaluation Review, , vol. 21(5), pages 531-553, October.
    27. Rebecca M. Blank, 2002. "Evaluating Welfare Reform in the United States," Journal of Economic Literature, American Economic Association, vol. 40(4), pages 1105-1166, December.
    28. Schoeni, R.F. & Blank, R.M., 2000. "What Has Welfare Reform Accomplished? Impacts on Welfare Participation, Employment, Income, Poverty, and Family Structure," Papers 00-02, RAND - Labor and Population Program.
    29. Terra McKinnish & Seth Sanders & Jeffrey Smith, 1999. "Estimates of Effective Guarantees and Tax Rates in the AFDC Program for the Post-OBRA Period," Journal of Human Resources, University of Wisconsin Press, vol. 34(2), pages 312-345.
    30. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    31. Abadie A., 2002. "Bootstrap Tests for Distributional Treatment Effects in Instrumental Variable Models," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 284-292, March.
    32. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    33. Thomas Fraker & Robert Moffitt & Douglas Wolf, 1985. "Effective Tax Rates and Guarantees in the AFDC Program, 1967-1982," Journal of Human Resources, University of Wisconsin Press, vol. 20(2), pages 251-263.
    34. Robert A. Moffitt, 1999. "The Effect of Pre-PRWORA Waivers on AFDC Caseloads and Female Earnings, Income, and Labor Force Behavior," JCPR Working Papers 89, Northwestern University/University of Chicago Joint Center for Poverty Research.
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    More about this item

    JEL classification:

    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • H53 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Welfare Programs

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