IDEAS home Printed from https://ideas.repec.org/a/eee/econom/v142y2008i2p807-828.html

Incentive effects of social assistance: A regression discontinuity approach

Author

Listed:
  • Lemieux, Thomas
  • Milligan, Kevin

Abstract

Before 1989, childless social assistance recipients in Quebec under age 30 received much lower benefits than recipients over age 30. We use this sharp discontinuity in policy to estimate the effects of social assistance on various labour market outcomes using a regression discontinuity approach. We find strong evidence that more generous social assistance benefits reduce employment. The estimates exhibit little sensitivity to the degree of flexibility in the specification, and perform very well when we control for unobserved heterogeneity using a first difference specification. Finally, we show that commonly used difference-in-differences estimators may perform poorly with inappropriately chosen control groups.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Lemieux, Thomas & Milligan, Kevin, 2008. "Incentive effects of social assistance: A regression discontinuity approach," Journal of Econometrics, Elsevier, vol. 142(2), pages 807-828, February.
  • Handle: RePEc:eee:econom:v:142:y:2008:i:2:p:807-828
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304-4076(07)00118-2
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or

    for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Fortin, Bernard & Lacroix, Guy & Drolet, Simon, 2004. "Welfare benefits and the duration of welfare spells: evidence from a natural experiment in Canada," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1495-1520, July.
    2. Robert A. Moffitt, 2003. "The Temporary Assistance for Needy Families Program," NBER Chapters, in: Means-Tested Transfer Programs in the United States, pages 291-364, National Bureau of Economic Research, Inc.
    3. 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.
    4. Martin D. Dooley & Stéphane Gascon & Pierre Lefebvre & Philip Merrigan, 2000. "Lone Female Headship and Welfare Policy in Canada," Journal of Human Resources, University of Wisconsin Press, vol. 35(3), pages 587-602.
    5. Kapsalis, Costa, 2001. "An Assessment of EI and SA Reporting in SLID," Analytical Studies Branch Research Paper Series 2001166e, Statistics Canada, Analytical Studies Branch.
    6. Sandra E. Black, 1999. "Do Better Schools Matter? Parental Valuation of Elementary Education," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 577-599.
    7. Green, David A. & Warburton, William P., 2004. "Tightening a welfare system: the effects of benefit denial on future welfare receipt," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1471-1493, July.
    8. Carol Harvey & Michael J. Camasso & Radha Jagannathan, 2000. "Evaluating Welfare Reform Waivers under Section 1115," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 165-188, Fall.
    9. Lemieux, Thomas & Milligan, Kevin, 2008. "Incentive effects of social assistance: A regression discontinuity approach," Journal of Econometrics, Elsevier, vol. 142(2), pages 807-828, February.
    10. Hilary Williamson Hoynes, 2000. "Local Labor Markets And Welfare Spells: Do Demand Conditions Matter?," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 351-368, August.
    11. Martin D. Dooley, 1999. "The Evolution of Welfare Participation Among Canadian Lone Mothers From 1973-1991," Canadian Journal of Economics, Canadian Economics Association, vol. 32(3), pages 589-612, May.
    12. Murphy, Kevin M & Welch, Finis, 1990. "Empirical Age-Earnings Profiles," Journal of Labor Economics, University of Chicago Press, vol. 8(2), pages 202-229, April.
    13. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    14. Black, Dan A. & McKinnish, Terra G. & Sanders, Seth G., 2003. "Does the availability of high-wage jobs for low-skilled men affect welfare expenditures? Evidence from shocks to the steel and coal industries," Journal of Public Economics, Elsevier, vol. 87(9-10), pages 1921-1942, September.
    15. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, September.
    16. Garry F. Barrett & Michael I. Cragg, 1998. "An Untold Story: The Characteristics of Welfare Use in British Columbia," Canadian Journal of Economics, Canadian Economics Association, vol. 31(1), pages 165-188, February.
    17. Wei-Yin Hu, 2001. "Welfare and Family Stability: Do Benefits Affect When Children Leave the Nest?," Journal of Human Resources, University of Wisconsin Press, vol. 36(2), pages 274-303.
    18. Lee, David S. & Card, David, 2008. "Regression discontinuity inference with specification error," Journal of Econometrics, Elsevier, vol. 142(2), pages 655-674, February.
    19. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    20. 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.
    21. Olivier Blanchard, 2004. "The Economic Future of Europe," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 3-26, Fall.
    22. 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.
    23. Wilbert van der Klaauw, 2002. "Estimating the Effect of Financial Aid Offers on College Enrollment: A Regression-Discontinuity Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1249-1287, November.
    24. Baker, Michael & Payne, A. Abigail & Smart, Michael, 1999. "An empirical study of matching grants: the 'cap on CAP'," Journal of Public Economics, Elsevier, vol. 72(2), pages 269-288, May.
    25. Marianne P. Bitler & Jonah B. Gelbach & Hilary W. Hoynes, 2005. "Welfare Reform and Health," Journal of Human Resources, University of Wisconsin Press, vol. 40(2).
    26. Kevin Milligan, 2005. "Subsidizing the Stork: New Evidence on Tax Incentives and Fertility," The Review of Economics and Statistics, MIT Press, vol. 87(3), pages 539-555, August.
    27. Marianne P. Bitler & Jonah B. Gelbach & Hilary W. Hoynes, 2006. "Welfare Reform and Children's Living Arrangements," Journal of Human Resources, University of Wisconsin Press, vol. 41(1).
    28. Justin McCrary, 2007. "Manipulation of the Running Variable in the Regression Discontinuity Design: A Density Test," NBER Technical Working Papers 0334, National Bureau of Economic Research, Inc.
    29. Robert A. Moffitt, 2003. "Means-Tested Transfer Programs in the United States," NBER Books, National Bureau of Economic Research, Inc, number moff03-1, September.
    30. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Charles L. Baum & Christopher J. Ruhm, 2016. "The Changing Benefits of Early Work Experience," Southern Economic Journal, John Wiley & Sons, vol. 83(2), pages 343-363, October.
    2. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    3. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    4. BARGAIN Olivier & DOORLEY Karina, 2009. "Caught in the Trap? The Disincentive Effect of Social Assistance," IRISS Working Paper Series 2009-10, IRISS at CEPS/INSTEAD.
    5. van der Klaauw, Bas, 2014. "From micro data to causality: Forty years of empirical labor economics," Labour Economics, Elsevier, vol. 30(C), pages 88-97.
    6. 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.
    7. Feng, Andy & Graetz, Georg, 2017. "A question of degree: The effects of degree class on labor market outcomes," Economics of Education Review, Elsevier, vol. 61(C), pages 140-161.
    8. Sami Napari, 2008. "The Early‐career Gender Wage Gap among University Graduates in the Finnish Private Sector," LABOUR, CEIS, vol. 22(4), pages 697-733, December.
    9. Arthur Charpentier & Emmanuel Flachaire & Antoine Ly, 2017. "Econom\'etrie et Machine Learning," Papers 1708.06992, arXiv.org, revised Mar 2018.
    10. Kadija Charni & Stephen Bazen, 2017. "Do earnings really decline for older workers?," International Journal of Manpower, Emerald Group Publishing Limited, vol. 38(1), pages 4-24, April.
    11. Kadija Charni, 2016. "Is it Better to Work When We Are Older? An Empirical Comparison Between France and Great Britain," AMSE Working Papers 1640, Aix-Marseille School of Economics, France.
    12. Solomon W. Polachek & Jun (Jeff) Xiang, 2006. "The Effects of Incomplete Employee Wage Information: A Cross-Country Analysis," Research in Labor Economics, in: The Economics of Immigration and Social Diversity, pages 35-75, Emerald Group Publishing Limited.
    13. JongSoo Lee & Bit Na Choi, 2023. "A Study on Regional Return to Education in South Korea: Comparison of Male and Female Wages," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 202311, University of Kansas, Department of Economics.
    14. Meng, Lingsheng, 2013. "Evaluating China's poverty alleviation program: A regression discontinuity approach," Journal of Public Economics, Elsevier, vol. 101(C), pages 1-11.
    15. Elżbieta Stępień, 2009. "The Impact of International Trade and Foreign Competition on Labour Earnings in Poland," Ekonomia journal, Faculty of Economic Sciences, University of Warsaw, vol. 24.
    16. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    17. Lina Cardona-Sosa & Carlos Medina & Jairo Nuñez Méndez, 2017. "Impacto de las Transferencias Condicionadas sobre el Mercado de Crédito El caso de Familias en Acción en Colombia," Borradores de Economia 995, Banco de la Republica de Colombia.
    18. John DiNardo & David S. Lee, 2010. "Program Evaluation and Research Designs," Working Papers 1228, Princeton University, Department of Economics, Industrial Relations Section..
    19. Vladimir Gimpelson, 2019. "Age and Wage: Stylized Facts and Russian Evidence," HSE Economic Journal, National Research University Higher School of Economics, vol. 23(2), pages 185-237.

    More about this item

    JEL classification:

    • H3 - Public Economics - - Fiscal Policies and Behavior of Economic Agents
    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:econom:v:142:y:2008:i:2:p:807-828. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jeconom .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

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