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A Test between Unemployment Theories Using Matching Data

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  • Coles, Melvyn

    () (University of Essex)

  • Petrongolo, Barbara

    () (Queen Mary, University of London)

Abstract

This paper tests whether aggregate matching is consistent with unemployment being mainly due to search frictions or due to job queues. Using U.K. data and correcting for temporal aggregation bias, estimates of the random matching function are consistent with previous work in this field, but random matching is formally rejected by the data. The data instead support "stock-flow" matching. Estimates find that around 50% of newly unemployed workers match quickly - they are interpreted as being on the short-side of their skill markets. The remaining workers match slowly, their re-employment rates depending statistically on the inflow of new vacancies and not on the vacancy stock. Having failed to match with existing vacancies, these workers wait for the arrival of new job vacancies. The results have important policy implications, particularly with reference to the design of optimal unemployment insurance programs.

Suggested Citation

  • Coles, Melvyn & Petrongolo, Barbara, 2003. "A Test between Unemployment Theories Using Matching Data," IZA Discussion Papers 723, Institute for the Study of Labor (IZA).
  • Handle: RePEc:iza:izadps:dp723
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    1. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    2. Fredriksson, Peter & Holmlund, Bertil, 2001. "Optimal Unemployment Insurance in Search Equilibrium," Journal of Labor Economics, University of Chicago Press, vol. 19(2), pages 370-399, April.
    3. Daron Acemoglu & Robert Shimer, 1999. "Efficient Unemployment Insurance," Journal of Political Economy, University of Chicago Press, vol. 107(5), pages 893-928, October.
    4. 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.
    5. Shavell, Steven & Weiss, Laurence, 1979. "The Optimal Payment of Unemployment Insurance Benefits over Time," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1347-1362, December.
    6. Freeman, Richard B & Schettkat, Ronald, 2001. " Marketization of Production and the US-Europe Employment Gap," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(0), pages 647-670, Special I.
    7. Kenneth Burdett & Shouyong Shi & Randall Wright, 2001. "Pricing and Matching with Frictions," Journal of Political Economy, University of Chicago Press, vol. 109(5), pages 1060-1085, October.
    8. Gregg, Paul & Wadsworth, Jonathan, 1996. "How Effective Are State Employment Agencies? Jobcentre Use and Job Matching in Britain," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 443-467, August.
    9. Diamond, Peter A, 1982. "Aggregate Demand Management in Search Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 90(5), pages 881-894, October.
    10. Ricardo Lagos, 2000. "An Alternative Approach to Search Frictions," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 851-873, October.
    11. Martin Conyon & Richard B. Freeman, 2004. "Shared Modes of Compensation and Firm Performance U.K. Evidence," NBER Chapters,in: Seeking a Premier Economy: The Economic Effects of British Economic Reforms, 1980-2000, pages 109-146 National Bureau of Economic Research, Inc.
    12. Katharine G. Abraham, 1987. "Help-Wanted Advertising, Job Vacancies, and Unemployment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 18(1), pages 207-248.
    13. Berman, Eli, 1997. "Help Wanted, Job Needed: Estimates of a Matching Function from Employment Service Data," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 251-292, January.
    14. Cahuc, Pierre & Lehmann, Etienne, 2000. "Should unemployment benefits decrease with the unemployment spell?," Journal of Public Economics, Elsevier, vol. 77(1), pages 135-153, July.
    15. Hopenhayn, Hugo A & Nicolini, Juan Pablo, 1997. "Optimal Unemployment Insurance," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 412-438, April.
    16. Burdett, Kenneth & Coles, Melvyn G & van Ours, Jan C, 1994. "Temporal Aggregation Bias in Stock-Flow Models," CEPR Discussion Papers 967, C.E.P.R. Discussion Papers.
    17. Alex Bryson & Lorenzo Cappellari & Claudio Lucifora, 2004. "Does Union Membership Really Reduce Job Satisfaction?," British Journal of Industrial Relations, London School of Economics, vol. 42(3), pages 439-459, September.
    18. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    19. Richard Jackman & Christopher A. Pissarides & S Savouri, 1990. "Labour Market Policies and Unemployment in the OECD," CEP Discussion Papers dp0011, Centre for Economic Performance, LSE.
    20. Coles, Melvyn G, 1999. "Turnover Externalities with Marketplace Trading," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(4), pages 851-868, November.
    21. Melvyn G. Coles & Abhinay Muthoo, 1998. "Strategic Bargaining and Competitive Bidding in a Dynamic Market Equilibrium," Review of Economic Studies, Oxford University Press, vol. 65(2), pages 235-260.
    22. Eran Yashiv, 2000. "The Determinants of Equilibrium Unemployment," American Economic Review, American Economic Association, vol. 90(5), pages 1297-1322, December.
    23. Curtis R. Taylor, 1995. "The Long Side of the Market and the Short End of the Stick: Bargaining Power and Price Formation in Buyers', Sellers', and Balanced Markets," The Quarterly Journal of Economics, Oxford University Press, vol. 110(3), pages 837-855.
    24. James D. Montgomery, 1991. "Equilibrium Wage Dispersion and Interindustry Wage Differentials," The Quarterly Journal of Economics, Oxford University Press, vol. 106(1), pages 163-179.
    25. Coles, Melvyn G & Smith, Eric, 1998. "Marketplaces and Matching," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(1), pages 239-254, February.
    26. Shapiro, Carl & Stiglitz, Joseph E, 1984. "Equilibrium Unemployment as a Worker Discipline Device," American Economic Review, American Economic Association, vol. 74(3), pages 433-444, June.
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    Cited by:

    1. Chassamboulli, Andri, 2013. "Labor-market volatility in a matching model with worker heterogeneity and endogenous separations," Labour Economics, Elsevier, vol. 24(C), pages 217-229.
    2. Jolivet, Gregory & Postel-Vinay, Fabien & Robin, Jean-Marc, 2006. "The empirical content of the job search model: Labor mobility and wage distributions in Europe and the US," European Economic Review, Elsevier, vol. 50(4), pages 877-907, May.
    3. Iva Tomic, 2012. "The Efficiency of the Matching Process: Exploring the Impact of Regional Employment Offices in Croatia," Working Papers 1204, The Institute of Economics, Zagreb.
    4. Upward, Richard & Martyn Andrews & Steve Bradley & Dave Stott, 2003. "Testing theories of labour market matching," Royal Economic Society Annual Conference 2003 209, Royal Economic Society.
    5. Robert Shimer, 2007. "Mismatch," American Economic Review, American Economic Association, vol. 97(4), pages 1074-1101, September.
    6. Yashiv, Eran, 2007. "Labor search and matching in macroeconomics," European Economic Review, Elsevier, vol. 51(8), pages 1859-1895, November.
    7. Jos van Ommeren & Giovanni Russo, 2014. "Firm Recruitment Behaviour: Sequential or Non-sequential Search?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(3), pages 432-455, June.
    8. Aki Kangasharju & Jaakko Pehkonen & Sari Pekkala, 2005. "Returns to scale in a matching model: evidence from disaggregated panel data," Applied Economics, Taylor & Francis Journals, vol. 37(1), pages 115-118.
    9. Stephen R. G. Jones & W. Craig Riddell, 2006. "Unemployment and Nonemployment: Heterogeneities in Labor Market States," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 314-323, May.
    10. Jekaterina Dmitrijeva & Mihails Hazans, 2007. "A Stock-Flow Matching Approach to Evaluation of Public Training Programme in a High Unemployment Environment," LABOUR, CEIS, vol. 21(3), pages 503-540, September.
    11. Joanna Tyrowicz & Tomasz Jeruzalski, 2013. "(In)Efficiency of matching: the case of a post-transition economy," Economic Change and Restructuring, Springer, vol. 46(2), pages 255-275, May.
    12. Borowczyk-Martins, Daniel & Jolivet, Grégory & Postel-Vinay, Fabien, 2011. "Accounting For Endogenous Search Behavior in Matching Function Estimation," CEPR Discussion Papers 8471, C.E.P.R. Discussion Papers.
    13. 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, pages 284-316, August.
    14. Ebrahimy, Ehsan & Shimer, Robert, 2010. "Stock-flow matching," Journal of Economic Theory, Elsevier, vol. 145(4), pages 1325-1353, July.
    15. M. J. Andrews & S. Bradley & D. Stott & R. Upward, 2008. "Successful Employer Search? An Empirical Analysis of Vacancy Duration Using Micro Data," Economica, London School of Economics and Political Science, vol. 75(299), pages 455-480, August.
    16. Sunde, Uwe, 2002. "Unobserved Bilateral Search on the Labor Market: A Theory-Based Correction for a Common Flaw in Empirical Matching Studies," IZA Discussion Papers 520, Institute for the Study of Labor (IZA).
    17. M Andrews & S Bradley & D Stott & R Upward, 2003. "Why do Job-Seeker and Vacancy Hazards Slope Downwards? Estimating a Two-Sided Search Model of the Labour Market," The School of Economics Discussion Paper Series 0320, Economics, The University of Manchester.
    18. Jekaterina Dmitrijeva, 2008. "Matching and Labour Market Efficiency across Space and through EU accession: Evidence from Latvia, Estonia and Slovenia," Documents de recherche 08-05, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.

    More about this item

    Keywords

    temporal aggregation; unemployment; matching;

    JEL classification:

    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • J41 - Labor and Demographic Economics - - Particular Labor Markets - - - Labor Contracts
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

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