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Distributional Effects of Welfare Reform for Young Adults: An Unconditional Quantile Regression Approach

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  • Hernaes, Øystein

    (Ragnar Frisch Centre for Economic Research)

Abstract

The paper evaluates the distributional effects on earnings and income of requiring young welfare recipients to fulfill conditions related to work and activation. It exploits within-social insurance office variation in policy arising from a geographically staggered reform in Norway. The reform reduced welfare uptake and for women had large, positive effects in the lower part of the earnings distribution. The effect on the distribution of total income is also positive, thus gains in earnings more than offset reduced welfare benefits. Fewer welfare payments and smaller caseloads make the policy highly cost-effective.

Suggested Citation

  • Hernaes, Øystein, 2018. "Distributional Effects of Welfare Reform for Young Adults: An Unconditional Quantile Regression Approach," IZA Discussion Papers 11340, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp11340
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    1. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
    2. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    3. 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).
    4. Anna Persson & Ulrika Vikman, 2014. "The Effects of Mandatory Activation on Welfare Entry and Exit Rates," Research in Labor Economics, in: Safety Nets and Benefit Dependence, volume 39, pages 189-217, Emerald Group Publishing Limited.
    5. David Card & Jochen Kluve & Andrea Weber, 2010. "Active Labour Market Policy Evaluations: A Meta-Analysis," Economic Journal, Royal Economic Society, vol. 120(548), pages 452-477, November.
    6. Emile Cammeraat & Egbert Jongen & Pierre Koning, 2022. "Preventing NEETs during the Great Recession: the effects of mandatory activation programs for young welfare recipients," Empirical Economics, Springer, vol. 62(2), pages 749-777, February.
    7. David Card & Jochen Kluve & Andrea Weber, 2018. "What Works? A Meta Analysis of Recent Active Labor Market Program Evaluations," Journal of the European Economic Association, European Economic Association, vol. 16(3), pages 894-931.
    8. Rebecca M. Blank & Robert F. Schoeni, 2003. "Changes in the Distribution of Children's Family Income over the 1990's," American Economic Review, American Economic Association, vol. 93(2), pages 304-308, May.
    9. Patrick Arni & Gerard J. van den Berg & Rafael Lalive, 2022. "Treatment Versus Regime Effects of Carrots and Sticks," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(1), pages 111-127, January.
    10. Andrew Dyke & Carolyn J. Heinrich & Peter R. Mueser & Kenneth R. Troske & Kyung-Seong Jeon, 2006. "The Effects of Welfare-to-Work Program Activities on Labor Market Outcomes," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 567-608, July.
    11. Marianne Bitler & Hilary Hoynes, 2016. "The More Things Change, the More They Stay the Same? The Safety Net and Poverty in the Great Recession," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 403-444.
    12. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    13. 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.
    14. Thomas DeLeire & Judith A. Levine & Helen Levy, 2006. "Is Welfare Reform Responsible for Low-Skilled Women’s Declining Health Insurance Coverage in the 1990s?," Journal of Human Resources, University of Wisconsin Press, vol. 41(3).
    15. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    16. Juha Tuomala, 2011. "The Threat Effect of Mandatory Programmes in Finland," LABOUR, CEIS, vol. 25(4), pages 508-527, December.
    17. Havnes, Tarjei & Mogstad, Magne, 2015. "Is universal child care leveling the playing field?," Journal of Public Economics, Elsevier, vol. 127(C), pages 100-114.
    18. Chernozhukov, Victor & Hansen, Christian, 2006. "Instrumental quantile regression inference for structural and treatment effect models," Journal of Econometrics, Elsevier, vol. 132(2), pages 491-525, June.
    19. Avram, Silvia & Brewer, Mike & Salvatori, Andrea, 2018. "Can't work or won't work: Quasi-experimental evidence on work search requirements for single parents," Labour Economics, Elsevier, vol. 51(C), pages 63-85.
    20. Dan A. Black & Jeffrey A. Smith & Mark C. Berger & Brett J. Noel, 2003. "Is the Threat of Reemployment Services More Effective Than the Services Themselves? Evidence from Random Assignment in the UI System," American Economic Review, American Economic Association, vol. 93(4), pages 1313-1327, September.
    21. Jonas Maibom & Michael Rosholm & Michael Svarer, 2017. "Experimental Evidence on the Effects of Early Meetings and Activation," Scandinavian Journal of Economics, Wiley Blackwell, vol. 119(3), pages 541-570, July.
    22. Bernt Bratsberg & Øystein Hernæs & Simen Markussen & Oddbjørn Raaum & Knut Røed, 2019. "Welfare Activation and Youth Crime," The Review of Economics and Statistics, MIT Press, vol. 101(4), pages 561-574, October.
    23. Christian Dustmann & Costas Meghir, 2005. "Wages, Experience and Seniority," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 77-108.
    24. David Card & Dean R. Hyslop, 2005. "Estimating the Effects of a Time-Limited Earnings Subsidy for Welfare-Leavers," Econometrica, Econometric Society, vol. 73(6), pages 1723-1770, November.
    25. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    26. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 521-566, July.
    27. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    28. Hernæs, Øystein & Markussen, Simen & Røed, Knut, 2017. "Can welfare conditionality combat high school dropout?," Labour Economics, Elsevier, vol. 48(C), pages 144-156.
    29. Richard Blundell & Monica Costa Dias & Costas Meghir & John Van Reenen, 2004. "Evaluating the Employment Impact of a Mandatory Job Search Program," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 569-606, June.
    30. Victor Chernozhukov & Christian Hansen, 2005. "An IV Model of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 73(1), pages 245-261, January.
    31. 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.
    32. Lincoln H. Groves, 2016. "Welfare Reform and Labor Force Exit by Young, Low-Skilled Single Males," Demography, Springer;Population Association of America (PAA), vol. 53(2), pages 393-418, April.
    33. 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.
    34. Arindrajit Dube, 2019. "Minimum Wages and the Distribution of Family Incomes," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 268-304, October.
    35. Fiva, Jon H., 2009. "Does welfare policy affect residential choices? An empirical investigation accounting for policy endogeneity," Journal of Public Economics, Elsevier, vol. 93(3-4), pages 529-540, April.
    36. David H. Autor & Susan N. Houseman & Sari Pekkala Kerr, 2017. "The Effect of Work First Job Placements on the Distribution of Earnings: An Instrumental Variable Quantile Regression Approach," Journal of Labor Economics, University of Chicago Press, vol. 35(1), pages 149-190.
    37. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1993. "Long-term earnings losses of high-seniority displaced workers," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 17(Nov), pages 2-20.
    38. Graversen, Brian Krogh & van Ours, Jan C., 2008. "How to help unemployed find jobs quickly: Experimental evidence from a mandatory activation program," Journal of Public Economics, Elsevier, vol. 92(10-11), pages 2020-2035, October.
    39. Koning, Pierre, 2015. "Making work pay for the indebted? Assessing the effects of debt services on welfare recipients," Labour Economics, Elsevier, vol. 34(C), pages 152-161.
    40. Kluve, Jochen & Puerto, Susanna & Robalino, David & Romero, José Manuel & Rother, Friederike & Stöterau, Jonathan & Weidenkaff, Felix & Witte, Marc, 2016. "Do Youth Employment Programs Improve Labor Market Outcomes? A Systematic Review," Ruhr Economic Papers 648, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    41. Dahlberg, Matz & Johansson, Kajsa & Mörk, Eva, 2009. "On Mandatory Activation of Welfare Recipients," IZA Discussion Papers 3947, Institute of Labor Economics (IZA).
    42. Victor Chernozhukov & Christian Hansen, 2004. "The Effects of 401(K) Participation on the Wealth Distribution: An Instrumental Quantile Regression Analysis," The Review of Economics and Statistics, MIT Press, vol. 86(3), pages 735-751, August.
    43. Cammeraat, Emile & Jongen, Egbert L. W. & Koning, Pierre, 2017. "Preventing NEETs during the Great Recession: The Effects of a Mandatory Activation Program for Young Welfare Recipients," IZA Discussion Papers 11090, Institute of Labor Economics (IZA).
    44. Knut Røed, 2012. "Active social insurance," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-22, December.
    45. Bruce D. Meyer & James X. Sullivan, 2008. "Changes in the Consumption, Income, and Well-Being of Single Mother Headed Families," American Economic Review, American Economic Association, vol. 98(5), pages 2221-2241, December.
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    Cited by:

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    3. Eréndira León Bravo, 2022. "Three essays on education, wages, and the labour market in Mexico," Economics PhD Theses 0322, Department of Economics, University of Sussex Business School.

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    More about this item

    Keywords

    social assistance; activation; conditionality; welfare reform; labor supply; quantile treatment effects;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • H55 - Public Economics - - National Government Expenditures and Related Policies - - - Social Security and Public Pensions
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • J18 - Labor and Demographic Economics - - Demographic Economics - - - Public Policy
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

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