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Which factors were behind Germany's labour market upswing? A data‐driven approach

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  • Christian Hutter
  • Francesco Carbonero
  • Sabine Klinger
  • Carsten Trenkler
  • Enzo Weber

Abstract

Germany has experienced a strong and sustained labour market upswing since the mid‐2000s. While various studies have highlighted different specific reasons for this development, this study contributes to the debate by simultaneously considering a broad set of candidate factors for the upswing in a unified methodological framework and systematically weighing them against each other on an empirical basis. We develop a structural macroeconometric framework that leaves as many of the systematic interlinkages as possible for empirical determination while operating with a minimal set of restrictions in order to identify economically meaningful shocks. For this purpose, we combine short‐ and long‐run restrictions based on established assumptions on labour force development, technological change, and search and matching in the labour market. Matching efficiency, the intensity of job creation, the growing labour force, and the declining propensity to separate explain most of the German labour market upswing.

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  • Christian Hutter & Francesco Carbonero & Sabine Klinger & Carsten Trenkler & Enzo Weber, 2022. "Which factors were behind Germany's labour market upswing? A data‐driven approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(5), pages 1052-1076, October.
  • Handle: RePEc:bla:obuest:v:84:y:2022:i:5:p:1052-1076
    DOI: 10.1111/obes.12508
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    1. Lawrence J. Christiano & Martin Eichenbaum & Robert Vigfusson, 2004. "The Response of Hours to a Technology Shock: Evidence Based on Direct Measures of Technology," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 381-395, 04/05.
    2. Cahuc, Pierre & Postel-Vinay, Fabien, 2002. "Temporary jobs, employment protection and labor market performance," Labour Economics, Elsevier, vol. 9(1), pages 63-91, February.
    3. Philip Jung & Moritz Kuhn, 2014. "Labour Market Institutions and Worker Flows: Comparing Germany and the US," Economic Journal, Royal Economic Society, vol. 124(581), pages 1317-1342, December.
    4. Enzo Weber, 2015. "The Labour Market in Germany: Reforms, Recession and Robustness," De Economist, Springer, vol. 163(4), pages 461-472, December.
    5. 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, Institute of Labor Economics (IZA).
    6. Carrillo-Tudela, Carlos & Launov, Andrey & Robin, Jean-Marc, 2021. "The fall in german unemployment: A flow analysis," European Economic Review, Elsevier, vol. 132(C).
    7. Gehrke, Britta & Weber, Enzo, 2018. "Identifying asymmetric effects of labor market reforms," European Economic Review, Elsevier, vol. 110(C), pages 18-40.
    8. Nordmeier, Daniela & Schmerer, Hans-Jörg & Weber, Enzo, 2016. "Trade and labor market dynamics: What do we learn from the data?," Economics Letters, Elsevier, vol. 145(C), pages 206-209.
    9. Michael C. Burda & Jennifer Hunt, 2011. "What Explains the German Labor Market Miracle in the Great Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(1 (Spring), pages 273-335.
    10. Peter Kuhn & Hani Mansour, 2014. "Is Internet Job Search Still Ineffective?," Economic Journal, Royal Economic Society, vol. 124(581), pages 1213-1233, December.
    11. Shigeru Fujita, 2011. "Dynamics of worker flows and vacancies: evidence from the sign restriction approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 89-121, January/F.
    12. Panovska, Irina B., 2017. "What Explains The Recent Jobless Recoveries?," Macroeconomic Dynamics, Cambridge University Press, vol. 21(3), pages 708-732, April.
    13. Hochmuth, Brigitte & Kohlbrecher, Britta & Merkl, Christian & Gartner, Hermann, 2021. "Hartz IV and the decline of German unemployment: A macroeconomic evaluation," Journal of Economic Dynamics and Control, Elsevier, vol. 127(C).
    14. Mr. Tom Krebs & Mr. Martin Scheffel, 2013. "Macroeconomic Evaluation of Labor Market Reform in Germany," IMF Working Papers 2013/042, International Monetary Fund.
    15. Launov, Andrey & Wälde, Klaus, 2016. "The employment effect of reforming a public employment agency," European Economic Review, Elsevier, vol. 84(C), pages 140-164.
    16. Hermann Gartner & Thomas Rothe & Enzo Weber, 2024. "The Quality‐Weighted Matching Function: Did the German Labor Market Reforms Trade‐Off Efficiency against Job Quality?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 56(7), pages 1905-1914, October.
    17. 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.
    18. Morten O. Ravn & Saverio Simonelli, 2007. "Labor Market Dynamics and the Business Cycle: Structural Evidence for the United States," Scandinavian Journal of Economics, Wiley Blackwell, vol. 109(4), pages 743-777, December.
    19. 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.
    20. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    21. Elva BOVA & João TOVAR JALLES & Christina KOLERUS, 2018. "Shifting the Beveridge curve: What affects labour market matching?," International Labour Review, International Labour Organization, vol. 157(2), pages 267-306, June.
    22. Kilian,Lutz & Lütkepohl,Helmut, 2018. "Structural Vector Autoregressive Analysis," Cambridge Books, Cambridge University Press, number 9781107196575, November.
    23. Rahn, Daniela & Weber, Enzo, 2019. "Patterns Of Unemployment Dynamics In Germany," Macroeconomic Dynamics, Cambridge University Press, vol. 23(1), pages 322-357, January.
    24. Nordmeier, Daniela, 2014. "Worker flows in Germany: Inspecting the time aggregation bias," Labour Economics, Elsevier, vol. 28(C), pages 70-83.
    25. By Matthias S. Hertweck & Oliver Sigrist, 2015. "The ins and outs of German unemployment: a transatlantic perspective," Oxford Economic Papers, Oxford University Press, vol. 67(4), pages 1078-1095.
    26. Danny Yagan, 2019. "Employment Hysteresis from the Great Recession," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2505-2558.
    27. 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.
    28. 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.
    29. R. Jason Faberman & Marianna Kudlyak, 2016. "What Does Online Job Search Tell Us about the Labor Market?," Economic Perspectives, Federal Reserve Bank of Chicago, issue 1, pages 1-15.
    30. Harald Uhlig, 2004. "Do Technology Shocks Lead to a Fall in Total Hours Worked?," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 361-371, 04/05.
    31. Fabio Canova & David Lopez-Salido & Claudio Michelacci, 2010. "The effects of technology shocks on hours and output: a robustness analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(5), pages 755-773.
    32. Christian Hutter & Enzo Weber, 2017. "Mismatch and the Forecasting Performance of Matching Functions," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(1), pages 101-123, February.
    33. Lawrence H. Summers, 1986. "Some skeptical observations on real business cycle theory," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 10(Fall), pages 23-27.
    34. Hutter, Christian & Weber, Enzo, 2021. "Labour market miracle, productivity debacle: Measuring the effects of skill-biased and skill-neutral technical change," Economic Modelling, Elsevier, vol. 102(C).
    35. Burda Michael C. & Seele Stefanie, 2020. "Reevaluating the German labor market miracle," German Economic Review, De Gruyter, vol. 21(2), pages 139-179, June.
    36. 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.
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    Cited by:

    1. Christian Merkl & Timo Sauerbier, 2024. "Public Employment Agency Reform, Matching Efficiency, and German Unemployment," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 72(1), pages 393-440, March.

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