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The Effects of Reforming a Federal Employment Agency on Labor Demand

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  • Kraft, Kornelius

    (TU Dortmund)

  • Lammers, Alexander

    (TU Dortmund)

Abstract

In this paper we report the results of an empirical study on the employment growth effects of a policy intervention, explicitly aimed at increasing placement efficiency of the Federal Employment Agency in Germany. We use the Hartz III reform in the year 2004 as an exogenous intervention that improves the matching process and compare establishments that use the services of the Federal Employment Agency with establishments that do not use the placement services. Using detailed German establishment level data, our difference-in-differences estimates reveal an increase in employment growth among those firms that use the agency for their recruitment activities compared to non-user firms. After the Hartz III reform was in place, establishments using the agency grew roughly two percentage points faster in terms of employment relative to non-users and those establishments achieve an increase in the proportion of hires. We provide several robustness tests using, for example, inverse-probability weighting to additionally account for differences in observable characteristics. Our paper highlights the importance of the placement service on the labor demand side, in particular on the so far overlooked establishment level.

Suggested Citation

  • Kraft, Kornelius & Lammers, Alexander, 2021. "The Effects of Reforming a Federal Employment Agency on Labor Demand," IZA Discussion Papers 14629, IZA Network @ LISER.
  • Handle: RePEc:iza:izadps:dp14629
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    1. Ehrich, Malte & Munasib, Abdul & Roy, Devesh, 2018. "The Hartz reforms and the German labor force," European Journal of Political Economy, Elsevier, vol. 55(C), pages 284-300.
    2. Leo Kaas & Philipp Kircher, 2015. "Efficient Firm Dynamics in a Frictional Labor Market," American Economic Review, American Economic Association, vol. 105(10), pages 3030-3060, October.
    3. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2009. "Dealing with limited overlap in estimation of average treatment effects," Biometrika, Biometrika Trust, vol. 96(1), pages 187-199.
    4. Metin Akyol & Michael Neugart & Stefan Pichler, 2013. "Were the Hartz Reforms Responsible for the Improved Performance of the German Labour Market?," Economic Affairs, Wiley Blackwell, vol. 33(1), pages 34-47, February.
    5. Blasco, Sylvie & Pertold-Gebicka, Barbara, 2013. "Employment policies, hiring practices and firm performance," Labour Economics, Elsevier, vol. 25(C), pages 12-24.
    6. Daron Acemoglu & Pascual Restrepo, 2018. "Modeling Automation," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 48-53, May.
    7. Gehrke, Britta & Lechthaler, Wolfgang & Merkl, Christian, 2019. "The German labor market during the Great Recession: Shocks and institutions," Economic Modelling, Elsevier, vol. 78(C), pages 192-208.
    8. Keith Kranker & Laura Blue & Lauren Vollmer Forrow, 2021. "Improving Effect Estimates by Limiting the Variability in Inverse Propensity Score Weights," The American Statistician, Taylor & Francis Journals, vol. 75(3), pages 276-287, July.
    9. 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.
    10. Brändle, Tobias & Goerke, Laszlo, 2018. "The One Constant: A Causal Effect of Collective Bargaining on Employment Growth?," IZA Discussion Papers 11518, IZA Network @ LISER.
    11. Christopher A. Pissarides & Barbara Petrongolo, 2001. "Looking into the Black Box: A Survey of the Matching Function," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 390-431, June.
    12. Launov, Andrey & Wälde, Klaus, 2016. "The employment effect of reforming a public employment agency," European Economic Review, Elsevier, vol. 84(C), pages 140-164.
    13. McDonald, John F & Moffitt, Robert A, 1980. "The Uses of Tobit Analysis," The Review of Economics and Statistics, MIT Press, vol. 62(2), pages 318-321, May.
    14. Sabine Klinger & Enzo Weber, 2016. "Decomposing Beveridge Curve Dynamics By Correlated Unobserved Components," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(6), pages 877-894, December.
    15. Christian Dustmann & Bernd Fitzenberger & Uta Sch?nberg & Alexandra Spitz-Oener, 2014. "From Sick Man of Europe to Economic Superstar: Germany's Resurgent Economy," Journal of Economic Perspectives, American Economic Association, vol. 28(1), pages 167-188, Winter.
    16. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    17. Sant’Anna, Pedro H.C. & Zhao, Jun, 2020. "Doubly robust difference-in-differences estimators," Journal of Econometrics, Elsevier, vol. 219(1), pages 101-122.
    18. Alex Bryson & Satu Nurmi, 2011. "Private sector employment growth, 1998--2004: a panel analysis of British workplaces," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 35(1), pages 85-104.
    19. Steven J. Davis & R. Jason Faberman & John C. Haltiwanger, 2013. "The Establishment-Level Behavior of Vacancies and Hiring," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 581-622.
    20. Hartung, Benjamin & Jung, Philip & Kuhn, Moritz, 2018. "What Hides behind the German Labor Market Miracle? Unemployment Insurance Reforms and Labor Market Dynamics," IZA Discussion Papers 12001, IZA Network @ LISER.
    21. repec:bla:germec:v:10:y:2009:i::p:284-316 is not listed on IDEAS
    22. John J. Horton, 2017. "The Effects of Algorithmic Labor Market Recommendations: Evidence from a Field Experiment," Journal of Labor Economics, University of Chicago Press, vol. 35(2), pages 345-385.
    23. Gabriel Chodorow-Reich, 2014. "The Employment Effects of Credit Market Disruptions: Firm-level Evidence from the 2008-9 Financial Crisis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 1-59.
    24. Fougère, Denis & Pradel, Jacqueline & Roger, Muriel, 2009. "Does the public employment service affect search effort and outcomes?," European Economic Review, Elsevier, vol. 53(7), pages 846-869, October.
    25. Rafael Gralla & Kornelius Kraft, 2018. "Separating Introduction Effects from Selectivity Effects:Â The Differences in Employment Patterns of Codetermined Firms," LABOUR, CEIS, vol. 32(1), pages 93-111, March.
    26. Michael Stops, 2016. "Revisiting German labour market reform effects—a panel data analysis for occupational labour markets," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-43, December.
    27. Battisti, Michele & Giesing, Yvonne & Laurentsyeva, Nadzeya, 2019. "Can job search assistance improve the labour market integration of refugees? Evidence from a field experiment," Labour Economics, Elsevier, vol. 61(C).
    28. Bauer, Anja & King, Ian, 2018. "The Hartz reforms, the German Miracle, and labor reallocation," European Economic Review, Elsevier, vol. 103(C), pages 1-17.
    29. Le Barbanchon, Thomas, 2016. "The effect of the potential duration of unemployment benefits on unemployment exits to work and match quality in France," Labour Economics, Elsevier, vol. 42(C), pages 16-29.
    30. Kurt G. Lunsford, 2020. "Policy Language and Information Effects in the Early Days of Federal Reserve Forward Guidance," American Economic Review, American Economic Association, vol. 110(9), pages 2899-2934, September.
    31. Jacobi, Lena & Kluve, Jochen, 2007. "Before and after the Hartz reforms: The performance of active labour market policy in Germany," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 40(1), pages 45-64.
    32. Seema Jayachandran & Adriana Lleras-Muney & Kimberly V. Smith, 2010. "Modern Medicine and the Twentieth Century Decline in Mortality: Evidence on the Impact of Sulfa Drugs," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 118-146, April.
    33. Dufour, Jean-Marie, 1982. "Generalized Chow Tests for Structural Change: A Coordinate-Free Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 23(3), pages 565-575, October.
    34. Uusitalo, Roope & Verho, Jouko, 2010. "The effect of unemployment benefits on re-employment rates: Evidence from the Finnish unemployment insurance reform," Labour Economics, Elsevier, vol. 17(4), pages 643-654, August.
    35. René Fahr & Uwe Sunde, 2009. "Did the Hartz Reforms Speed‐Up the Matching Process? A Macro‐Evaluation Using Empirical Matching Functions," German Economic Review, Verein für Socialpolitik, vol. 10(3), pages 284-316, August.
    36. Fabienne Liechti, 2020. "Connecting Employers and Workers: Can Recommendations from the Public Employment Service Act as a Substitute for Social Contacts?," Work, Employment & Society, British Sociological Association, vol. 34(4), pages 587-604, August.
    37. Stephan Dlugosz & Gesine Stephan & Ralf A. Wilke, 2014. "Fixing the Leak: Unemployment Incidence before and after a Major Reform of Unemployment Benefits in Germany," German Economic Review, Verein für Socialpolitik, vol. 15(3), pages 329-352, August.
    38. Wiese, Rasmus, 2014. "What triggers reforms in OECD countries? Improved reform measurement and evidence from the healthcare sector," European Journal of Political Economy, Elsevier, vol. 34(C), pages 332-352.
    39. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    40. Marek Giebel & Kornelius Kraft, 2019. "External Financing Constraints and Firm Innovation," Journal of Industrial Economics, Wiley Blackwell, vol. 67(1), pages 91-126, March.
    41. Tom Krebs & Martin Scheffel, 2013. "Macroeconomic Evaluation of Labor Market Reform in Germany," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(4), pages 664-701, December.
    42. Mario Bossler & Gregor Geis & Jens Stegmaier, 2018. "Comparing survey data with an official administrative population: assessing sample-selectivity in the IAB Establishment Panel," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(2), pages 899-920, March.
    43. John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2013. "Who Creates Jobs? Small versus Large versus Young," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 347-361, May.
    44. Michele Pellizzari, 2010. "Do Friends and Relatives Really Help in Getting a Good Job?," ILR Review, Cornell University, ILR School, vol. 63(3), pages 494-510, April.
    45. Jennifer C. Smith, 2015. "Pay Growth, Fairness, and Job Satisfaction: Implications for Nominal and Real Wage Rigidity," Scandinavian Journal of Economics, Wiley Blackwell, vol. 117(3), pages 852-877, July.
    46. Ricardo Mora & Iliana Reggio, 2015. "didq: A command for treatment-effect estimation under alternative assumptions," Stata Journal, StataCorp LLC, vol. 15(3), pages 796-808, September.
    47. David H. Autor, 2001. "Wiring the Labor Market," Journal of Economic Perspectives, American Economic Association, vol. 15(1), pages 25-40, Winter.
    48. Hud, Martin & Hussinger, Katrin, 2015. "The impact of R&D subsidies during the crisis," Research Policy, Elsevier, vol. 44(10), pages 1844-1855.
    49. Bradley, Jake & Kügler, Alice, 2019. "Labor market reforms: An evaluation of the Hartz policies in Germany," European Economic Review, Elsevier, vol. 113(C), pages 108-135.
    50. Hangoma, Peter & Robberstad, Bjarne & Aakvik, Arild, 2018. "Does Free Public Health Care Increase Utilization and Reduce Spending? Heterogeneity and Long-Term Effects," World Development, Elsevier, vol. 101(C), pages 334-350.
    51. Steven J. Davis & John Haltiwanger, 1992. "Gross Job Creation, Gross Job Destruction, and Employment Reallocation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 819-863.
    52. Cantrell, R Stephen & Burrows, Peter M & Vuong, Quang H, 1991. "Interpretation and Use of Generalized Chow Tests," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(3), pages 725-741, August.
    53. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    54. Michele Campolieti, 2018. "Matching and Inverse Propensity Weighting Estimates of the Union Wage Premium: Evidence from Canada, 1997–2014," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 57(1), pages 101-130, January.
    55. Jacobi, Lena & Kluve, Jochen, 2007. "Before and after the Hartz reforms: The performance of active labour market policy in Germany," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 40(1), pages 45-64.
    56. Arent Stefan & Nagl Wolfgang, 2013. "Unemployment Compensation and Wages: Evidence from the German Hartz Reforms," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 233(4), pages 450-466, August.
    57. Jaromír Antoch & Jan Hanousek & Lajos Horváth & Marie Hušková & Shixuan Wang, 2019. "Structural breaks in panel data: Large number of panels and short length time series," Econometric Reviews, Taylor & Francis Journals, vol. 38(7), pages 828-855, August.
    58. Peter Ellguth & Susanne Kohaut & Iris Möller, 2014. "The IAB Establishment Panel—methodological essentials and data quality [Das IAB-Betriebspanel: Methodische Grundlagen und Datenqualität]," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 47(1), pages 27-41, March.
    59. Dale T. Mortensen & Christopher A. Pissarides, 1994. "Job Creation and Job Destruction in the Theory of Unemployment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 397-415.
    60. Jacobi, Lena & Kluve, Jochen, 2007. "Before and after the Hartz reforms: The performance of active labour market policy in Germany," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 40(1), pages 45-64.
    61. Sabine Klinger & Thomas Rothe, 2012. "The Impact of Labour Market Reforms and Economic Performance on the Matching of the Short‐term and the Long‐term Unemployed," Scottish Journal of Political Economy, Scottish Economic Society, vol. 59(1), pages 90-114, February.
    62. Ioana Marinescu & Roland Rathelot, 2018. "Mismatch Unemployment and the Geography of Job Search," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(3), pages 42-70, July.
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    JEL classification:

    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • 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

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