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The impact of employment protection on temporary employment: Evidence from a regression discontinuity design

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  • Hijzen, Alexander
  • Mondauto, Leopoldo
  • Scarpetta, Stefano

Abstract

This paper analyses the impact of employment protection (EP) on the composition of the workforce and worker turnover using a unique firm-level dataset for Italy. The impact of employment protection is analyzed by means of a regression discontinuity design (RDD) that exploits the variation in EP provisions in Italy across firms below and above a size threshold. We present three main findings. First, EP increases worker turnover, defined as the sum of hires and separations, thereby reducing rather than increasing worker security on average. Second, this can be entirely explained by the fact that firms facing more stringent EP make a greater use of workers on temporary contracts. Our preferred estimates suggest that the discontinuity in EP increases the incidence of temporary work by 2–2.5 percentage points around the threshold. Moreover, the effect of employment protection persists well beyond the threshold and may account for about 12% of the overall incidence of temporary work. Third, EP tends to reduce labour productivity. This is partly due to the impact of EP on worker turnover and the incidence of temporary work.

Suggested Citation

  • Hijzen, Alexander & Mondauto, Leopoldo & Scarpetta, Stefano, 2017. "The impact of employment protection on temporary employment: Evidence from a regression discontinuity design," Labour Economics, Elsevier, vol. 46(C), pages 64-76.
    • Handle: RePEc:eee:labeco:v:46:y:2017:i:c:p:64-76
    DOI: 10.1016/j.labeco.2017.01.002
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    1. Andrea Bassanini & Luca Nunziata & Danielle Venn, 2009. "Job protection legislation and productivity growth in OECD countries [Appropriate growth policy: a unifying framework]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 24(58), pages 349-402.
    2. Peter Gal & Alexander Hijzen & Zoltan Wolf, 2012. "The Role of Institutions and Firm Heterogeneity for Labour Market Adjustment: Cross-Country Firm-Level Evidence," OECD Social, Employment and Migration Working Papers 134, OECD Publishing.
    3. Adriana Kugler & Juan F. Jimeno & Virginia Hernanz, "undated". "Employment Consequences of Restrictive Permanent Contracts: Evidence from Spanish Labor Market Reforms," Working Papers 2003-14, FEDEA.
    4. Boeri, Tito & Jimeno, Juan F., 2005. "The effects of employment protection: Learning from variable enforcement," European Economic Review, Elsevier, vol. 49(8), pages 2057-2077, November.
    5. 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.
    6. Blanchard, Olivier & Wolfers, Justin, 2000. "The Role of Shocks and Institutions in the Rise of European Unemployment: The Aggregate Evidence," Economic Journal, Royal Economic Society, vol. 110(462), pages 1-33, March.
    7. David H. Autor & William R. Kerr & Adriana D. Kugler, 2007. "Do Employment Protections Reduce Productivity? Evidence from U.S. States," NBER Working Papers 12860, National Bureau of Economic Research, Inc.
    8. Cahuc, Pierre & Postel-Vinay, Fabien, 2002. "Temporary jobs, employment protection and labor market performance," Labour Economics, Elsevier, vol. 9(1), pages 63-91, February.
    9. Hijzen, Alexander & Mondauto, Leopoldo & Scarpetta, Stefano, 2013. "The Perverse Effects of Job-Security Provisions on Job Security in Italy: Results from a Regression Discontinuity Design," IZA Discussion Papers 7594, Institute of Labor Economics (IZA).
    10. Micco, Alejandro & Pagés, Carmen, 2006. "The Economic Effects of Employment Protection: Evidence from International Industry-Level Data," IZA Discussion Papers 2433, Institute of Labor Economics (IZA).
    11. Zweimüller, Josef & Lalive, Rafael & Wuellrich, Jean-Philippe, 2009. "Do Financial Incentives for Firms Promote Employment of Disabled Workers? A Regression Discontinuity Approach," CEPR Discussion Papers 7373, C.E.P.R. Discussion Papers.
    12. Federico Cingano & Marco Leonardi & Julián Messina & Giovanni Pica, 2010. "The effects of employment protection legislation and financial market imperfections on investment: evidence from a firm-level panel of EU countries [Technology and labour regulations]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 25(61), pages 117-163.
    13. Kugler, Adriana & Pica, Giovanni, 2008. "Effects of employment protection on worker and job flows: Evidence from the 1990 Italian reform," Labour Economics, Elsevier, vol. 15(1), pages 78-95, February.
    14. Skedinger, Per, 2011. "Employment Consequences of Employment Protection Legislation," Working Paper Series 865, Research Institute of Industrial Economics.
    15. Pietro Garibaldi & Lia Pacelli & Andrea Borgarello, 2004. "Employment Protection Legislation and the Size of Firms," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 63(1), pages 33-68, April.
    16. Andrea Bassanini & Romain Duval, 2009. "Unemployment, institutions, and reform complementarities: re-assessing the aggregate evidence for OECD countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 25(1), pages 40-59, Spring.
    17. Ichino, Andrea & Polo, Michele & Rettore, Enrico, 2003. "Are judges biased by labor market conditions?," European Economic Review, Elsevier, vol. 47(5), pages 913-944, October.
    18. Christopher A. Pissarides, 2010. "Why Do Firms Offer ‘Employment Protection’?," Economica, London School of Economics and Political Science, vol. 77(308), pages 613-636, October.
    19. Veronica Grembi & Tommaso Nannicini & Ugo Troiano, 2016. "Do Fiscal Rules Matter?," American Economic Journal: Applied Economics, American Economic Association, vol. 8(3), pages 1-30, July.
    20. Joshua Angrist & Miikka Rokkanen, 2012. "Wanna Get Away? RD Identification Away from the Cutoff," NBER Working Papers 18662, National Bureau of Economic Research, Inc.
    21. Schivardi, Fabiano & Torrini, Roberto, 2008. "Identifying the effects of firing restrictions through size-contingent differences in regulation," Labour Economics, Elsevier, vol. 15(3), pages 482-511, June.
    22. John Martin & Stefano Scarpetta, 2012. "Setting It Right: Employment Protection, Labour Reallocation and Productivity," De Economist, Springer, vol. 160(2), pages 89-116, June.
    23. Centeno, Mário & Novo, Álvaro A., 2012. "Excess worker turnover and fixed-term contracts: Causal evidence in a two-tier system," Labour Economics, Elsevier, vol. 19(3), pages 320-328.
    24. O Blanchard & A Landier, 2002. "The Perverse Effects of Partial Labour Market Reform: fixed--Term Contracts in France," Economic Journal, Royal Economic Society, vol. 112(480), pages 214-244, June.
    25. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    26. 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.
    27. Patrick Kline, 2011. "Oaxaca-Blinder as a Reweighting Estimator," American Economic Review, American Economic Association, vol. 101(3), pages 532-537, May.
    28. Haltiwanger, John & Scarpetta, Stefano & Schweiger, Helena, 2014. "Cross country differences in job reallocation: The role of industry, firm size and regulations," Labour Economics, Elsevier, vol. 26(C), pages 11-25.
    29. Kahn, Lawrence M., 2010. "Employment protection reforms, employment and the incidence of temporary jobs in Europe: 1996-2001," Labour Economics, Elsevier, vol. 17(1), pages 1-15, January.
    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.
    31. Oecd, 2009. "Employment and Social Protection," OECD Journal on Development, OECD Publishing, vol. 9(4), pages 7-54.
    32. Danielle Venn, 2009. "Legislation, Collective Bargaining and Enforcement: Updating the OECD Employment Protection Indicators," OECD Social, Employment and Migration Working Papers 89, OECD Publishing.
    33. David H. Autor & William R. Kerr & Adriana D. Kugler, 2007. "Does Employment Protection Reduce Productivity? Evidence From US States," Economic Journal, Royal Economic Society, vol. 117(521), pages 189-217, June.
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    More about this item

    Keywords

    J42; J63; J65; Worker turnover; Temporary contracts; Labour market duality;
    All these keywords.

    JEL classification:

    • J42 - Labor and Demographic Economics - - Particular Labor Markets - - - Monopsony; Segmented Labor Markets
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • J65 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment Insurance; Severance Pay; Plant Closings

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