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Long-term effects of hiring subsidies for low-educated unemployed youths

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  • Albanese, Andrea
  • Cockx, B.
  • Dejemeppe, Muriel

Abstract

We use a regression discontinuity design and difference-in-differences estimators to estimate the impact of a one-shot hiring subsidy for 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, they substitute private for public and self-employment; thus, overall employment does not increase but is still better paid. For high school dropouts, no persistent gains emerge. Moreover, the neighboring employment hub of Luxembourg induces a complete deadweight loss near the border.

Suggested Citation

  • Albanese, Andrea & Cockx, B. & Dejemeppe, Muriel, 2023. "Long-term effects of hiring subsidies for low-educated unemployed youths," ROA Research Memorandum 002, Maastricht University, Research Centre for Education and the Labour Market (ROA).
  • Handle: RePEc:unm:umaror:2023002
    DOI: 10.26481/umaror.2023002
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    1. Joseph G. Altonji & Charles R. Pierret, 2001. "Employer Learning and Statistical Discrimination," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 313-350.
    2. Arellano-Bover, Jaime, 2020. "Career Consequences of Firm Heterogeneity for Young Workers: First Job and Firm Size," IZA Discussion Papers 12969, Institute of Labor Economics (IZA).
    3. 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.
    4. 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.
    5. Albanese, Andrea & Nieto, Adrián & Tatsiramos, Konstantinos, 2022. "Job Location Decisions and the Effect of Children on the Employment Gender Gap," GLO Discussion Paper Series 1113, Global Labor Organization (GLO).
    6. 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.
    7. 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.
    8. Saez, Emmanuel & Schoefer, Benjamin & Seim, David, 2021. "Hysteresis from employer subsidies," Journal of Public Economics, Elsevier, vol. 200(C).
    9. 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, Oxford University Press, vol. 128(2), pages 531-580.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. Pasquini, Alessandra & Centra, Marco & Pellegrini, Guido, 2019. "Fighting long-term unemployment: Do we have the whole picture?," Labour Economics, Elsevier, vol. 61(C).
    19. Daron Acemoglu & Jörn-Steffen Pischke, 1998. "Why Do Firms Train? Theory and Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 113(1), pages 79-119.
    20. 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.
    21. Dorsett, Richard, 2006. "The new deal for young people: effect on the labour market status of young men," Labour Economics, Elsevier, vol. 13(3), pages 405-422, June.
    22. Fougere, Denis & Kramarz, Francis & Magnac, Thierry, 2000. "Youth employment policies in France," European Economic Review, Elsevier, vol. 44(4-6), pages 928-942, May.
    23. David H. Autor, 2001. "Why Do Temporary Help Firms Provide Free General Skills Training?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1409-1448.
    24. 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.
    25. Henry S. Farber & Robert Gibbons, 1996. "Learning and Wage Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(4), pages 1007-1047.
    26. 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, Oxford University Press, vol. 129(1), pages 275-331.
    27. Egebark, Johan & Kaunitz, Niklas, 2018. "Payroll taxes and youth labor demand," Labour Economics, Elsevier, vol. 55(C), pages 163-177.
    28. Patrick Kline & Enrico Moretti, 2013. "Place Based Policies with Unemployment," American Economic Review, American Economic Association, vol. 103(3), pages 238-243, May.
    29. Sant’Anna, Pedro H.C. & Zhao, Jun, 2020. "Doubly robust difference-in-differences estimators," Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
    30. Caliendo, Marco & Künn, Steffen & Schmidl, Ricarda, 2011. "Fighting Youth Unemployment: The Effects of Active Labor Market Policies," IZA Discussion Papers 6222, Institute of Labor Economics (IZA).
    31. 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.
    32. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    33. 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.
    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. Monica Costa Dias & Hidehiko Ichimura & Gerard J. van den Berg, 2013. "Treatment Evaluation With Selective Participation and Ineligibles," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 108(502), pages 441-455, June.
    36. Lee, David S. & Card, David, 2008. "Regression discontinuity inference with specification error," Journal of Econometrics, Elsevier, vol. 142(2), pages 655-674, February.
    37. Pierre Cahuc & Stéphane Carcillo & Andreea Minea, 2021. "The Difficult School-to-Work Transition of High School Dropouts: Evidence from a Field Experiment," SciencePo Working papers Main hal-03878721, HAL.
    38. 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.
    39. repec:hal:spmain:info:hdl:2441/2rcfhie1t29t8ri11cvv60qku0 is not listed on IDEAS
    40. Muriel Roger & Philippe Zamora, 2011. "Hiring young, unskilled workers on subsidized open-ended contracts: a good integration programme?," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 27(2), pages 380-396.
    41. 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.
    42. Jérôme Adda & Christian Dustmann, 2023. "Sources of Wage Growth," Journal of Political Economy, University of Chicago Press, vol. 131(2), pages 456-503.
    43. 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.
    44. Desiere Sam & Cockx Bart, 2022. "How effective are hiring subsidies in reducing long-term unemployment among prime-aged jobseekers? Evidence from Belgium," IZA Journal of Labor Policy, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 12(1), pages 1-38, January.
    45. Sjögren, Anna & Vikström, Johan, 2015. "How long and how much? Learning about the design of wage subsidies from policy changes and discontinuities," Labour Economics, Elsevier, vol. 34(C), pages 127-137.
    46. Brian Bell & Richard Blundell & John Reenen, 1999. "Getting the Unemployed Back to Work: The Role of Targeted Wage Subsidies," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 6(3), pages 339-360, August.
    47. 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.
    48. Batut, Cyprien, 2021. "The longer term impact of hiring credits. Evidence from France," Labour Economics, Elsevier, vol. 72(C).
    49. Lichter, Andreas & Peichl, Andreas & Siegloch, Sebastian, 2015. "The own-wage elasticity of labor demand: A meta-regression analysis," European Economic Review, Elsevier, vol. 80(C), pages 94-119.
    50. Kangasharju, Aki, 2005. "Do Wages Subsidies Increase Employment in Subsidised Firms?," Discussion Papers 378, VATT Institute for Economic Research.
    51. Pierre Cahuc & Stéphane Carcillo & Thomas Le Barbanchon, 2019. "The Effectiveness of Hiring Credits," SciencePo Working papers Main hal-03391893, HAL.
    52. 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.
    53. 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.
    54. 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.
    55. 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.
    56. 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.
    57. Pierre Cahuc & Stéphane Carcillo & Andreea Minea, 2021. "The Difficult School-to-Work Transition of High School Dropouts: Evidence from a Field Experiment," Post-Print hal-03878721, HAL.
    58. 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.
    59. 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.
    60. Pierre Cahuc & Stéphane Carcillo & Thomas Le Barbanchon, 2019. "The Effectiveness of Hiring Credits," SciencePo Working papers hal-03391893, HAL.
    61. 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.
    62. Skedinger, Per, 2014. "Effects of Payroll Tax Cuts for Young Workers," Working Paper Series 1031, Research Institute of Industrial Economics.
    63. 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).
    64. 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, pages 352-352.
    65. Heckman, James J, 1974. "Shadow Prices, Market Wages, and Labor Supply," Econometrica, Econometric Society, vol. 42(4), pages 679-694, July.
    66. 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.
    67. 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.
    68. Laura Larsson, 2003. "Evaluation of Swedish Youth Labor Market Programs," Journal of Human Resources, University of Wisconsin Press, vol. 38(4).
    69. 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

    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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