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2016 | nr 19 | 10
Tytuł artykułu

Multiple unemployment spells duration in Poland

Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
I study multiple unemployment spells. I refer to Poland, as this country experiences high incidence of the long-term unemployment and long mean incomplete unemployment duration. I estimate conditional risk set model for multiple spells, and Cox model for 1st to 5th spell, separately. I use time-to-event data (complete spells) for almost 435000 individuals in the 2007-2014 period from five public employment offices. Almost 99% of the individuals have up to 5 spells, but "only" 60% of them experience one complete spell. I find that subsequent unemployment spells are on average shorter, but slightly more individuals experience longer subsequent spells. Thus, those who exit either learn how to seek job or decide to leave the pool. Younger males with primary education are better off at leaving the pool, but the impact of sex and education diminishes in subsequent spells. Tertiary education, since 2nd spell, also entails higher hazard of leaving the pool. Results indicate heterogeneity among job seekers and mismatch between job seekers and job vacancies (as public employment offices often have low quality job offers). (original abstract)
Rocznik
Numer
Strony
10
Opis fizyczny
Twórcy
  • Warsaw School of Economics, Poland
Bibliografia
  • Hamerle A., 1989, Multiple-spell Regression Models for Duration Data, "Applied Statistics", 38, no. 1, pp. 127-138.
  • Heckman J., Singer B., 1982, Population Heterogeneity in Demographic Models, pp. 567-99, [in:] Multidimensional Mathematical Demography, K. Land, A. Rogers (ed.) New York: Academic Press.
  • Lancaster T., 1979, Econometric methods for the duration of unemployment. "Econometrica", 47, 939-56.
  • Prentice R. L., Williams B. J., Peterson A. V., 1981, On the Regression Analysis of Multivariate Failure Time Data, "Biometrika", vol. 68, no. 2, pp. 373-379.
  • Trivedi P. K., Alexander J., N., 1989, Reemployment Probability and Multiple Unemployment Spells: A Partial-Likelihood Approach, "Journal of Business & Economic Statistics", vol. 7, no. 3, pp. 395-401, July 1989.
  • Van den Berg G., 2001, Duration Models: Specification, Identification, and Multiple Durations, pp. 3381-3460, [in:] Handbook of Econometrics, Vol. V, J. Heckman and E. Leamer (ed.), Amsterdam: North-Holland.
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171526883

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