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Unemployment Duration: Competing and Defective Risks

  • John T. Addison
  • Pedro Portugal

This paper examines the determinants of unemployment duration in the framework of a competing risks model, where the destination states are employment and inactivity. The major innovation is the use of a split-population approach to accommodate the presence of defective risks in the context of the competing risks model. Certain of the regressors that affect the conditional hazards are allowed to influence defective risks. Unobserved individual heterogeneity among the susceptible populations is also controlled for. Access to unemployment benefits and age are accorded special emphasis because of their influence on defective risks and escape rates.

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File URL: http://www.bportugal.pt/en-US/BdP%20Publications%20Research/WP200001.pdf
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Paper provided by Banco de Portugal, Economics and Research Department in its series Working Papers with number w200001.

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Date of creation: 2000
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Handle: RePEc:ptu:wpaper:w200001
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  1. Olivier Blanchard & Pedro Portugal, 1998. "What Hides Behind An Unemployment Rate: Comparing Portuguese and Us Unemployment," Working Papers w199803, Banco de Portugal, Economics and Research Department.
  2. Addison, John T. & Portugal, Pedro, 1998. "Job Search Methods and Outcomes," ZEW Discussion Papers 98-41, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  3. Narendranathan, W. & Stewart, M.B., 1989. "Modelling The Probability Of Leaving Unemployment: Competing Risks Models With Flexible Baseline Hazards," The Warwick Economics Research Paper Series (TWERPS) 331, University of Warwick, Department of Economics.
  4. Lars Ljungqvist & Thomas J. Sargent, 1995. "The European unemployment dilemma," Working Paper Series, Macroeconomic Issues 95-17, Federal Reserve Bank of Chicago.
  5. Han, Aaron & Hausman, Jerry A, 1990. "Flexible Parametric Estimation of Duration and Competing Risk Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 5(1), pages 1-28, January-M.
  6. Pedro Portugal & Olivier Blanchard, 2001. "What Hides Behind an Unemployment Rate: Comparing Portuguese and U.S. Labor Markets," American Economic Review, American Economic Association, vol. 91(1), pages 187-207, March.
  7. Christopher J. Flinn, 1986. "Econometric Analysis of CPS-Type Unemployment Data," Journal of Human Resources, University of Wisconsin Press, vol. 21(4), pages 456-484.
  8. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 972-90, October.
  9. Ridder, Geert & van den Berg, Gerard J., 2002. "A cross-country comparison of labor market frictions," Working Paper Series 2002:22, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  10. Bart L. W. Cockx, 2000. "Analysis Of Transition Data By The Minimum-Chi-Square Method: An Application To Welfare Spells In Belgium," The Review of Economics and Statistics, MIT Press, vol. 79(3), pages 392-405, August.
  11. Melkersson, Maria, 1999. "Unemployment duration and heterogenous search behavior among Swedish disabled workers," Working Paper Series 1999:5, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  12. Christopher J. Flinn & James J. Heckman, 1982. "Models for the Analysis of Labor Force Dynamics," NBER Working Papers 0857, National Bureau of Economic Research, Inc.
  13. Christopher J. Flinn & James J. Heckman, 1982. "Are Unemployment and Out of the Labor Force Behaviorally Distinct Labor Force States?," NBER Working Papers 0979, National Bureau of Economic Research, Inc.
  14. Schmidt, Peter & Witte, Ann Dryden, 1989. "Predicting criminal recidivism using 'split population' survival time models," Journal of Econometrics, Elsevier, vol. 40(1), pages 141-159, January.
  15. Bruce K. Fallick, 1989. "Unemployment Insurance and the Rate of Re-Employment of Displaced Workers," UCLA Economics Working Papers 550, UCLA Department of Economics.
  16. Blanchard, Olivier Jean & Diamond, Peter A, 1994. "Ranking, Unemployment Duration, and Wages," Review of Economic Studies, Wiley Blackwell, vol. 61(3), pages 417-34, July.
  17. Olympia Bover & Pilar García-Perea & Pedro Portugal, 2000. "Labour market outliers: Lessons from Portugal and Spain," Economic Policy, CEPR;CES;MSH, vol. 15(31), pages 379-428, October.
  18. Portugal, Pedro & Addison, John T, 1995. "Short- and Long-Term Unemployment. A Parametric Model with Time-Varying Effects," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(2), pages 205-27, May.
  19. Pudney, Stephen & Thomas, Jonathan, 1995. "Specification Tests for the Competing Risks Duration Model: An Application to Unemployment Duration and Sectoral Movement," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(3), pages 323-47, August.
  20. Meyer, Bruce D, 1990. "Unemployment Insurance and Unemployment Spells," Econometrica, Econometric Society, vol. 58(4), pages 757-82, July.
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