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The effects of hiring credits on firm dynamics: a synthetic difference-in-differences evaluation

Author

Listed:
  • Santoni, Edoardo
  • Patriarca, Fabrizio
  • Scarlato, Margherita

Abstract

Despite hiring credits being a long-standing labor market policy, evidence of their impact at the firm level is limited. This paper contributes to the existing literature by providing an empirical analysis of an untargeted hiring credits policy introduced in Italy in 2015. We implement the Synthetic Control Difference in Differences method using administrative employer-employee data. The results show an increase in employment but at the same time a reduction in capital intensity, labor productivity and workforce quality. Furthermore, the reduction in labor costs for involved firms is not associated with an increase in their profitability.

Suggested Citation

  • Santoni, Edoardo & Patriarca, Fabrizio & Scarlato, Margherita, 2024. "The effects of hiring credits on firm dynamics: a synthetic difference-in-differences evaluation," GLO Discussion Paper Series 1546, Global Labor Organization (GLO).
    • Handle: RePEc:zbw:glodps:1546
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    1. Lechner, Michael & Scioch, Patrycja & Wunsch, Conny, 2013. "Do Firms Benefit from Active Labour Market Policies?," Working papers 2013/11, Faculty of Business and Economics - University of Basel.
    2. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    3. 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.
    4. Valeria Cirillo & Marta Fana & Dario Guarascio, 2017. "Labour market reforms in Italy: evaluating the effects of the Jobs Act," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 34(2), pages 211-232, August.
    5. David Card & Francesco Devicienti & Agata Maida, 2014. "Rent-sharing, Holdup, and Wages: Evidence from Matched Panel Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 84-111.
    6. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    7. Blasco, Sylvie & Pertold-Gebicka, Barbara, 2013. "Employment policies, hiring practices and firm performance," Labour Economics, Elsevier, vol. 25(C), pages 12-24.
    8. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
    9. Bana, Sarah & Bedard, Kelly & Rossin-Slater, Maya & Stearns, Jenna, 2023. "Unequal use of social insurance benefits: The role of employers," Journal of Econometrics, Elsevier, vol. 233(2), pages 633-660.
    10. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    11. 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.
    12. Tito Boeri & Pietro Garibaldi, 2007. "Two Tier Reforms of Employment Protection: a Honeymoon Effect?," Economic Journal, Royal Economic Society, vol. 117(521), pages 357-385, June.
    13. David Card & Ana Rute Cardoso & Patrick Kline, 2016. "Bargaining, Sorting, and the Gender Wage Gap: Quantifying the Impact of Firms on the Relative Pay of Women," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 633-686.
    14. Jan Eeckhout & Philipp Kircher, 2011. "Identifying Sorting--In Theory," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(3), pages 872-906.
    15. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    16. David Card & Ana Rute Cardoso & Joerg Heining & Patrick Kline, 2018. "Firms and Labor Market Inequality: Evidence and Some Theory," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 13-70.
    17. Bruno Crépon & Gerard J. van den Berg, 2016. "Active Labor Market Policies," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 521-546, October.
    18. Jesus Fernandez-Villaverde & Dario Laudati & Lee Ohanian & Vincenzo Quadrini, 2023. "Accounting for the Duality of the Italian Economy," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 50, pages 267-290, October.
    19. Mario Macis & Fabiano Schivardi, 2016. "Exports and Wages: Rent Sharing, Workforce Composition, or Returns to Skills?," Journal of Labor Economics, University of Chicago Press, vol. 34(4), pages 945-978.
    20. Isaac Sorkin, 2018. "Ranking Firms Using Revealed Preference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1331-1393.
    21. Domenico Depalo & Eliana Viviano, 2024. "Hiring Subsidies and Firm Growth: Some New Evidence from Italy," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 10(3), pages 1173-1194, November.
    22. Diego Daruich & Sabrina Di Addario & Raffaele Saggio, 2023. "The Effects of Partial Employment Protection Reforms: Evidence from Italy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(6), pages 2880-2942.
    23. Benzarti, Youssef & Harju, Jarkko, 2021. "Can payroll tax cuts help firms during recessions?," Journal of Public Economics, Elsevier, vol. 200(C).
    24. Damian Clarke & Daniel Paila~nir & Susan Athey & Guido Imbens, 2023. "Synthetic Difference In Differences Estimation," Papers 2301.11859, arXiv.org, revised Feb 2023.
    25. 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.
    26. Youssef Benzarti & Jarkko Harju, 2021. "Using Payroll Tax Variation to Unpack the Black Box of Firm-Level Production," Journal of the European Economic Association, European Economic Association, vol. 19(5), pages 2737-2764.
    27. repec:hal:spmain:info:hdl:2441/2rcfhie1t29t8ri11cvv60qku0 is not listed on IDEAS
    28. 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.
    29. Boone, Jan & van Ours, Jan C., 2004. "Effective Active Labor Market Policies," IZA Discussion Papers 1335, Institute of Labor Economics (IZA).
    30. Maxwell Kellogg & Magne Mogstad & Guillaume A. Pouliot & Alexander Torgovitsky, 2021. "Combining Matching and Synthetic Control to Tradeoff Biases From Extrapolation and Interpolation," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1804-1816, October.
    31. Batut, Cyprien, 2021. "The longer term impact of hiring credits. Evidence from France," Labour Economics, Elsevier, vol. 72(C).
    32. Enrico Rubolino, 2022. "Taxing the Gender Gap: Labor Market Effects of a Payroll Tax Cut for Women in Italy," Cahiers de Recherches Economiques du Département d'économie 22.01, Université de Lausanne, Faculté des HEC, Département d’économie.
    33. Boeri, Tito & Garibaldi, Pietro, 2019. "A tale of comprehensive labor market reforms: Evidence from the Italian jobs act," Labour Economics, Elsevier, vol. 59(C), pages 33-48.
    34. Bruno Ferman & Cristine Pinto, 2021. "Synthetic controls with imperfect pretreatment fit," Quantitative Economics, Econometric Society, vol. 12(4), pages 1197-1221, November.
    35. Paolo Sestito & Eliana Viviano, 2018. "Firing costs and firm hiring: evidence from an Italian reform," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 33(93), pages 101-130.
    36. Renato Faccini, 2014. "Reassessing Labour Market Reforms: Temporary Contracts as a Screening Device," Economic Journal, Royal Economic Society, vol. 124(575), pages 167-200, March.
    37. Alberto Abadie, 2021. "Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 391-425, June.
    38. Enrico Rubolino, 2022. "Taxing the Gender Gap: Labor Market Effects of a Payroll Tax Cut for Women in Italy," CESifo Working Paper Series 9671, CESifo.
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    More about this item

    Keywords

    hiring credits; synthetic difference-in-differences; firm performance;
    All these keywords.

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J08 - Labor and Demographic Economics - - General - - - Labor Economics Policies
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis

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