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Combining Micro and Macro Unemployment Duration Data

  • van den Berg, Gerard J.

    ()

    (University of Mannheim)

  • van der Klaauw, Bas

    ()

    (VU University Amsterdam)

We combine micro and macro unemployment duration data to study the effects of the business cycle on the outflow from unemployment. We allow the cycle to affect individual exit probabilities of unemployed workers as well as the composition of the total inflow into unemployment. We estimate the model using (micro) survey data and (macro) administrative data from France. The distribution of the inflow composition is estimated along with the other parameters. The estimation method deals with differences between the micro and macro unemployment definitions. The results also show to what extent the unemployment duration distributions corresponding to the two definitions can be described by the same model

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Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 109.

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Length: 42 pages
Date of creation: Jan 2000
Date of revision:
Publication status: published in: Journal of Econometrics, 2001, 102 (2), 271-309
Handle: RePEc:iza:izadps:dp109
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  1. Gallant, A Ronald & Nychka, Douglas W, 1987. "Semi-nonparametric Maximum Likelihood Estimation," Econometrica, Econometric Society, vol. 55(2), pages 363-90, March.
  2. van den Berg, Gerard J. & van der Klaauw, Bas, 2001. "Combining micro and macro unemployment duration data," Journal of Econometrics, Elsevier, vol. 102(2), pages 271-309, June.
  3. Magnac & Visser, 1999. "Transition models with measurement errors," Working Papers 156514, Institut National de la Recherche Agronomique, France.
  4. Baker, Michael & Melino, Angelo, 2000. "Duration dependence and nonparametric heterogeneity: A Monte Carlo study," Journal of Econometrics, Elsevier, vol. 96(2), pages 357-393, June.
  5. Layard, Richard & Nickell, Stephen & Jackman, Richard, 1991. "Unemployment: Macroeconomic Performance and the Labour Market," OUP Catalogue, Oxford University Press, number 9780198284345, March.
  6. Magnac, Thierry, 2000. "Subsidised Training and Youth Employment: Distinguishing Unobserved Heterogeneity from State Dependence in Labour Market Histories," Economic Journal, Royal Economic Society, vol. 110(466), pages 805-37, October.
  7. Baker, Michael, 1992. "Unemployment Duration: Compositional Effects and Cyclical Variability," American Economic Review, American Economic Association, vol. 82(1), pages 313-21, March.
  8. Bean, Charles R, 1994. "European Unemployment: A Survey," Journal of Economic Literature, American Economic Association, vol. 32(2), pages 573-619, June.
  9. Steven J. Davis & John C. Haltiwanger & Scott Schuh, 1998. "Job Creation and Destruction," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262540932, June.
  10. Dynarski, Mark & Sheffrin, Steven M, 1990. "The Behavior of Unemployment Durations over the Cycle," The Review of Economics and Statistics, MIT Press, vol. 72(2), pages 350-56, May.
  11. Laisney, François & Lechner, Michael, 1993. "Combining panel data and macro information: an application to the estimation of a participation model," ZEW Discussion Papers 93-23, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  12. Michael R. Darby & John Haltiwanger & Mark Plant, 1984. "Unemployment-Rate Dynamics and Persistent Unemployment Under RAtional Expectations," UCLA Economics Working Papers 339, UCLA Department of Economics.
  13. Imbens, G W, 1994. "Transition Models in a Non-stationary Environment," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 703-20, November.
  14. Honore, Bo E, 1993. "Identification Results for Duration Models with Multiple Spells," Review of Economic Studies, Wiley Blackwell, vol. 60(1), pages 241-46, January.
  15. Van den Berg, Gerard J., 2001. "Duration models: specification, identification and multiple durations," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 55, pages 3381-3460 Elsevier.
  16. Imbens, Guido W & Lancaster, Tony, 1994. "Combining Micro and Macro Data in Microeconometric Models," Review of Economic Studies, Wiley Blackwell, vol. 61(4), pages 655-80, October.
  17. repec:fth:inseep:9858 is not listed on IDEAS
  18. Thierry Magnac, 1997. "State Dependence and Heterogeity in youth Employment Histories," Working Papers 97-47, Centre de Recherche en Economie et Statistique.
  19. van den Berg, Gerard J, 1990. "Search Behaviour, Transitions to Nonparticipation and the Duration of Unemployment," Economic Journal, Royal Economic Society, vol. 100(402), pages 842-65, September.
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