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Long-Term Effects of Hiring Subsidies for Unemployed Youths—Beware of Spillovers

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  • Andrea Albanese
  • Bart Cockx
  • Muriel Dejemeppe

Abstract

We use (donut) regression discontinuity design and difference-in-differences estimators to estimate the impact of a one-shot hiring subsidy targeted at low-educated unemployed youths during the Great Recession recovery in Belgium. The subsidy increases job-finding in the private sector by 10 percentage points within one year of unemployment. Six years later, high school graduates accumulated 2.8 quarters more private employment. However, because they substitute private for public and self-employment, overall employment does not increase but is still better paid. For high school dropouts, no persistent gains emerge. Moreover, the neighboring attraction pole of Luxembourg induces a complete deadweight near the border.

Suggested Citation

  • Andrea Albanese & Bart Cockx & Muriel Dejemeppe, 2022. "Long-Term Effects of Hiring Subsidies for Unemployed Youths—Beware of Spillovers," CESifo Working Paper Series 9972, CESifo.
    • Handle: RePEc:ces:ceswps:_9972
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    1. Bruno Crépon & Esther Duflo & Marc Gurgand & Roland Rathelot & Philippe Zamora, 2013. "Do Labor Market Policies have Displacement Effects? Evidence from a Clustered Randomized Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 531-580.
    2. Pierre Cahuc & Stéphane Carcillo & Thomas Le Barbanchon, 2019. "The Effectiveness of Hiring Credits," SciencePo Working papers hal-03391893, HAL.
    3. Patrick Kline & Enrico Moretti, 2014. "People, Places, and Public Policy: Some Simple Welfare Economics of Local Economic Development Programs," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 629-662, August.
    4. Carbonnier, Clément & Malgouyres, Clément & Py, Loriane & Urvoy, Camille, 2022. "Who benefits from tax incentives? The heterogeneous wage incidence of a tax credit," Journal of Public Economics, Elsevier, vol. 206(C).
    5. Kim, Jinyoung & Kim, Seonghoon & Koh, Kanghyock, 2022. "Labor market institutions and the incidence of payroll taxation," Journal of Public Economics, Elsevier, vol. 209(C).
    6. Andrea Albanese & Lorenzo Cappellari & Marco Leonardi, 2021. "The effects of youth labour market reforms: evidence from Italian apprenticeships," Oxford Economic Papers, Oxford University Press, vol. 73(1), pages 98-121.
    7. Pieter Gautier & Paul Muller & Bas van der Klaauw & Michael Rosholm & Michael Svarer, 2018. "Estimating Equilibrium Effects of Job Search Assistance," Journal of Labor Economics, University of Chicago Press, vol. 36(4), pages 1073-1125.
    8. Saez, Emmanuel & Schoefer, Benjamin & Seim, David, 2021. "Hysteresis from employer subsidies," Journal of Public Economics, Elsevier, vol. 200(C).
    9. Emmanuel Saez & Joel Slemrod & Seth H. Giertz, 2012. "The Elasticity of Taxable Income with Respect to Marginal Tax Rates: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 50(1), pages 3-50, March.
    10. Jaime Arellano-Bover, 2024. "Career Consequences of Firm Heterogeneity for Young Workers: First Job and Firm Size," Journal of Labor Economics, University of Chicago Press, vol. 42(2), pages 549-589.
    11. Alan I. Barreca & Jason M. Lindo & Glen R. Waddell, 2016. "Heaping-Induced Bias In Regression-Discontinuity Designs," Economic Inquiry, Western Economic Association International, vol. 54(1), pages 268-293, January.
    12. Emmanuel Saez & Benjamin Schoefer & David Seim, 2019. "Payroll Taxes, Firm Behavior, and Rent Sharing: Evidence from a Young Workers' Tax Cut in Sweden," American Economic Review, American Economic Association, vol. 109(5), pages 1717-1763, May.
    13. 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.
    14. Egebark, Johan & Kaunitz, Niklas, 2018. "Payroll taxes and youth labor demand," Labour Economics, Elsevier, vol. 55(C), pages 163-177.
    15. Matthew D. Webb & Arthur Sweetman & Casey Warman, 2016. "Targeting Tax Relief at Youth Employment," Canadian Public Policy, University of Toronto Press, vol. 42(4), pages 415-430, December.
    16. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    17. David H. Autor & Susan N. Houseman, 2010. "Do Temporary-Help Jobs Improve Labor Market Outcomes for Low-Skilled Workers? Evidence from "Work First"," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 96-128, July.
    18. Batut, Cyprien, 2021. "The longer term impact of hiring credits. Evidence from France," Labour Economics, Elsevier, vol. 72(C).
    19. 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.
    20. Till von Wachter, 2021. "Long-Term Employment Effects from Job Losses during the COVID-19 Crisis? A Comparison to the Great Recession and Its Slow Recovery," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 481-485, May.
    21. Gruber, Jonathan, 1997. "The Incidence of Payroll Taxation: Evidence from Chile," Journal of Labor Economics, University of Chicago Press, vol. 15(3), pages 72-101, July.
    22. Skedinger, Per, 2014. "Effects of Payroll Tax Cuts for Young Workers," Working Paper Series 1031, Research Institute of Industrial Economics.
    23. Pierre Cahuc & Stéphane Carcillo & Andreea Minea, 2021. "The Difficult School-to-Work Transition of High School Dropouts: Evidence from a Field Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 56(1), pages 159-183.
    24. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    25. Aki Kangasharju, 2007. "Do Wage Subsidies Increase Employment in Subsidized Firms?," Economica, London School of Economics and Political Science, vol. 74(293), pages 51-67, February.
    26. Marc Ferracci & Gr�gory Jolivet & Gerard J. van den Berg, 2014. "Evidence of Treatment Spillovers Within Markets," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 812-823, December.
    27. repec:hal:pseose:halshs-00840901 is not listed on IDEAS
    28. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    29. Marco Caliendo & Ricarda Schmidl, 2016. "Youth unemployment and active labor market policies in Europe," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-30, December.
    30. Chris Riddell & W. Craig Riddell, 2020. "Interpreting Experimental Evidence in the Presence of Postrandomization Events: A Reassessment of the Self-Sufficiency Project," Journal of Labor Economics, University of Chicago Press, vol. 38(4), pages 873-914.
    31. Blundell, Richard, 2006. "Earned income tax credit policies: Impact and optimality: The Adam Smith Lecture, 2005," Labour Economics, Elsevier, vol. 13(4), pages 423-443, August.
    32. Schünemann Benjamin & Lechner Michael & Wunsch Conny, 2015. "Do Long-Term Unemployed Workers Benefit from Targeted Wage Subsidies?," German Economic Review, De Gruyter, vol. 16(1), pages 43-64, February.
    33. Emanuele Ciani & Adele Grompone & Elisabetta Olivieri, 2019. "Long-term unemployment and subsidies for permanent employment," Temi di discussione (Economic working papers) 1249, Bank of Italy, Economic Research and International Relations Area.
    34. Edward L. Glaeser & Joshua D. Gottlieb, 2008. "The Economics of Place-Making Policies," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(1 (Spring), pages 155-253.
    35. Matias Busso & John DiNardo & Justin McCrary, 2014. "New Evidence on the Finite Sample Properties of Propensity Score Reweighting and Matching Estimators," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 885-897, December.
    36. Bart Cockx, 2016. "Do youths graduating in a recession incur permanent losses?," IZA World of Labor, Institute of Labor Economics (IZA), pages 281-281, August.
    37. 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.
    38. Thomas A. Mroz & Timothy H. Savage, 2006. "The Long-Term Effects of Youth Unemployment," Journal of Human Resources, University of Wisconsin Press, vol. 41(2).
    39. Anderson, Patricia M. & Meyer, Bruce D., 2000. "The effects of the unemployment insurance payroll tax on wages, employment, claims and denials," Journal of Public Economics, Elsevier, vol. 78(1-2), pages 81-106, October.
    40. 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.
    41. 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.
    42. Kenneth A. Couch & Douglas J. Besharov & David Neumark, 2013. "Spurring Job Creation in Response to Severe Recessions: Reconsidering Hiring Credits," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 32(1), pages 142-171, January.
    43. Till von Wachter, 2020. "The Persistent Effects of Initial Labor Market Conditions for Young Adults and Their Sources," Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 168-194, Fall.
    44. Lee, David S. & Card, David, 2008. "Regression discontinuity inference with specification error," Journal of Econometrics, Elsevier, vol. 142(2), pages 655-674, February.
    45. Patrick Kline & Enrico Moretti, 2013. "Place Based Policies with Unemployment," American Economic Review, American Economic Association, vol. 103(3), pages 238-243, May.
    46. Pierre Cahuc & Stéphane Carcillo & Thomas Le Barbanchon, 2019. "The Effectiveness of Hiring Credits," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(2), pages 593-626.
    47. Meghir, Costas & Whitehouse, Edward, 1996. "The Evolution of Wages in the United Kingdom: Evidence from Micro Data," Journal of Labor Economics, University of Chicago Press, vol. 14(1), pages 1-25, January.
    48. Pasquini, Alessandra & Centra, Marco & Pellegrini, Guido, 2019. "Fighting long-term unemployment: Do we have the whole picture?," Labour Economics, Elsevier, vol. 61(C).
    49. Yoram Ben-Porath, 1967. "The Production of Human Capital and the Life Cycle of Earnings," Journal of Political Economy, University of Chicago Press, vol. 75(4), pages 352-352.
    50. Brewer, Mike & Cribb, Jonathan, 2016. "Lone Parents, Time-Limited In-Work Credits and the Dynamics of Work and Welfare," IZA Discussion Papers 10414, Institute of Labor Economics (IZA).
    51. Matz Dahlberg & Anders Forslund, 2005. "Direct Displacement Effects of Labour Market Programmes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 107(3), pages 475-494, September.
    52. Blinder, Alan S & Weiss, Yoram, 1976. "Human Capital and Labor Supply: A Synthesis," Journal of Political Economy, University of Chicago Press, vol. 84(3), pages 449-472, June.
    53. Bozio, Antoine & Breda, Thomas & Grenet, Julien, 2019. "Does Tax-Benefit Linkage Matter for the Incidence of Social Security Contributions?," IZA Discussion Papers 12502, Institute of Labor Economics (IZA).
    54. Patricia M. Anderson & Bruce D. Meyer, 1997. "Unemployment Insurance Takeup Rates and the After-Tax Value of Benefits," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 913-937.
    55. Heckman, James J, 1974. "Shadow Prices, Market Wages, and Labor Supply," Econometrica, Econometric Society, vol. 42(4), pages 679-694, July.
    56. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    57. Christopher T. King & Peter R. Mueser, 2005. "Welfare and Work: Experiences in Six Cities," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number waw.
    58. Sant’Anna, Pedro H.C. & Zhao, Jun, 2020. "Doubly robust difference-in-differences estimators," Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
    59. Enrico Moretti, 2014. "Local Economic Development, Agglomeration Economies, and the Big Push: 100 Years of Evidence from the Tennessee Valley Authority," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 275-331.
    60. repec:hal:spmain:info:hdl:2441/2rcfhie1t29t8ri11cvv60qku0 is not listed on IDEAS
    61. Cheung, Maria & Egebark, Johan & Forslund, Anders & Laun, Lisa & Rödin, Magnus & Vikström, Johan, 2019. "Does job search assistance reduce unemployment? Experimental evidence on displacement effects and mechanisms," Working Paper Series 2019:25, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    62. Manski, Charles F & Lerman, Steven R, 1977. "The Estimation of Choice Probabilities from Choice Based Samples," Econometrica, Econometric Society, vol. 45(8), pages 1977-1988, November.
    63. David Neumark & Diego Grijalva, 2017. "The Employment Effects of State Hiring Credits," ILR Review, Cornell University, ILR School, vol. 70(5), pages 1111-1145, October.
    64. Albanese, Andrea & Cockx, Bart, 2019. "Permanent wage cost subsidies for older workers. An effective tool for employment retention and postponing early retirement?," Labour Economics, Elsevier, vol. 58(C), pages 145-166.
    65. Amanda Pallais, 2014. "Inefficient Hiring in Entry-Level Labor Markets," American Economic Review, American Economic Association, vol. 104(11), pages 3565-3599, November.
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    More about this item

    Keywords

    hiring subsidies; youth unemployment; cross-border employment; regression discontinuity design; difference-in-differences; spillover effects; displacement;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • J08 - Labor and Demographic Economics - - General - - - Labor Economics Policies
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers

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