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(In)Efficiency of Matching - The Case of A Post-transition Economy

  • Jeruzalski, Tomasz
  • Tyrowicz, Joanna
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    This paper approaches the question of efficiency in job placement using regional data for Polish regions (policy relevant NUTS 4 level) over the time span of 2000-2008. Using a unique data set we estimate the matching function using stochastic frontier as well as difference-in-difference estimators. We use also managed to combine this unique data set with another unique source of data on the ALMPs coverage, unemployment structure across time and regions as well as the individual capacity of local labour offices. We use these data to explain the exceptional variation in estimated efficiency scores. Our findings suggest that matching abilities are highly driven by demand fluctuations, while unemployment structure, ALMPs and individual labour office capacities have little explanatory power. Although without individual data it is fairly impossible to provide a reliable counterfactual, we raise some arguments to support the claim of job placement inefficiency by public employment services in Poland.

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    File URL: https://mpra.ub.uni-muenchen.de/16598/1/MPRA_paper_16598.pdf
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    Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 16598.

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    Date of creation: 03 Aug 2009
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    Handle: RePEc:pra:mprapa:16598
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    1. Puhani, Patrick A., 1999. "Estimating the effects of public training on Polish unemployment by way of the augmented matching function approach," ZEW Discussion Papers 99-38, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
    2. Coles, Melvyn & Petrongolo, Barbara, 2003. "A Test between Unemployment Theories Using Matching Data," IZA Discussion Papers 723, Institute for the Study of Labor (IZA).
    3. Munich, Daniel & Svejnar, Jan, 2007. "Unemployment in East and West Europe," Labour Economics, Elsevier, vol. 14(4), pages 681-694, August.
    4. Hagen, Tobias, 2003. "Three Approaches to the Evaluation of Active Labour Market Policy in East Germany Using Regional Data," ZEW Discussion Papers 03-27, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
    5. Katrencik, David & Tyrowicz, Joanna & Wojcik, Piotr, 2008. "Unemployment Convergence in Transition," MPRA Paper 15386, University Library of Munich, Germany.
    6. Ibourk, A. & Maillard, B. & Perelman, S. & Sneessens, H.R., 2001. "The Matching Efficiency of Regional Labour Markets. A Stochastic Production Frontier Estimation, France 1990-1995," Liege - Groupe d'Etude des Mathematiques du Management et de l'Economie 2001/04, UNIVERSITE DE LIEGE, Faculte d'economie, de gestion et de sciences sociales, Groupe d'Etude des Mathematiques du Management et de l'Economie.
    7. Calmfors, Lars & Skedinger, Per, 1995. "Does Active Labour-Market Policy Increase Employment? Theoretical Considerations and Some Empirical Evidence from Sweden," Oxford Review of Economic Policy, Oxford University Press, vol. 11(1), pages 91-109, Spring.
    8. Rene Fahr & Uwe Sunde, 2006. "Regional dependencies in job creation: an efficiency analysis for Western Germany," Applied Economics, Taylor & Francis Journals, vol. 38(10), pages 1193-1206.
    9. Coles, Melvyn G & Smith, Eric, 1994. "Marketplaces and Matching," CEPR Discussion Papers 1048, C.E.P.R. Discussion Papers.
    10. Jekaterina Dmitrijeva & Mihails Hazans, 2005. "A stock-flow matching approach to evaluation of public training program in a high unemployment environment," Labor and Demography 0506007, EconWPA.
    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. Munich, Daniel & Svejnar, Jan, 2009. "Unemployment and Worker-Firm Matching Theory and Evidence from East and West Europe," Policy Research Working Paper Series 4810, The World Bank.
    13. Calmfors, Lars & Forslund, Anders & Hemström, Maria, 2002. "Does Active Labour Market Policy Work? Lessons from the Swedish Experiences," Seminar Papers 700, Stockholm University, Institute for International Economic Studies.
    14. Lars Calmfors, 1993. "Centralisation of Wage Bargaining and Macroeconomic Performance: A Survey," OECD Economics Department Working Papers 131, OECD Publishing.
    15. Tyrowicz, Joanna & Wojcik, Piotr, 2007. "Regional Dynamics of Unemployment in Poland - A Convergence Approach," MPRA Paper 15385, University Library of Munich, Germany.
    16. Gregg, Paul & Petrongolo, Barbara, 2005. "Stock-flow matching and the performance of the labor market," European Economic Review, Elsevier, vol. 49(8), pages 1987-2011, November.
    17. Sergio Destefanis & Raquel Fonseca, 2005. "Matching Efficiency and Labour Market Reform in Italy. A Macroeconometric Assessment," CELPE Discussion Papers 93, CELPE - Centre of Labour Economics and Economic Policy, University of Salerno, Italy.
    18. Lehmann, Hartmut, 1995. "Active labor market policies in the OECD and in selected transition economies," Policy Research Working Paper Series 1502, The World Bank.
    19. Daniel Munich & Jan Svejnar & Katherine Terrell, 2001. "Worker-firm Matching and Unemployment in Transition to a Market," Development and Comp Systems 0012011, EconWPA.
    20. Fahr, René & Sunde, Uwe, 2002. "Estimations of Occupational and Regional Matching Efficiencies Using Stochastic Production Frontier Models," IZA Discussion Papers 552, Institute for the Study of Labor (IZA).
    21. repec:hhs:iuiwop:429 is not listed on IDEAS
    22. Vassiliev, Anatoli & Ferro Luzzi, Giovanni & Fluckiger, Yves & Ramirez, Jose V., 2006. "Unemployment and employment offices' efficiency: What can be done?," Socio-Economic Planning Sciences, Elsevier, vol. 40(3), pages 169-186, September.
    23. Bruce D. Meyer & James X. Sullivan, 2003. "Measuring the Well-Being of the Poor Using Income and Consumption," NBER Working Papers 9760, National Bureau of Economic Research, Inc.
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