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Estimating the Probability of Leaving Unemployment using Uncompleted Spells from Repeated Cross-Section Data

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  • Maia Güell
  • Luojia Hu

Abstract

We propose a new econometric estimation method for analyzing the probability of leaving unemployment using uncompleted spells from repeated cross-section data, which can be especially useful when panel data are not available. The proposed method-of-moments based estimator has two important features: (1) it estimates the exit probability at the individual level and (2) it does not rely on the stationarity assumption of the inow composition. We illustrate and gauge the performance of the proposed estimator using the Spanish Labor Force Survey data, and analyze the changes in distribution of unemployment between the 1980s and 1990s during a period of labor market reform. We found that the relative probability of leaving unemployment of the short-term unemployed versus the long-term unemployed becomes significantly higher in the 1990s.

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Bibliographic Info

Paper provided by Barcelona Graduate School of Economics in its series Working Papers with number 41.

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Date of creation: May 2003
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Handle: RePEc:bge:wpaper:41

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Keywords: Repeated cross-section data; GMM; duratin analysis; unemployment;

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  1. Maia Güell, 2003. "Fixed-term Contracts and the Duration Distribution of Unemployment," Working Papers 105, Barcelona Graduate School of Economics.
  2. Arellano, Manuel & Meghir, Costas, 1992. "Female Labour Supply and On-the-Job Search: An Empirical Model Estimated Using Complementary Data Sets," Review of Economic Studies, Wiley Blackwell, Wiley Blackwell, vol. 59(3), pages 537-59, July.
  3. César Alonso-Borrego & Jesús Fernández-Villaverde & José E. Galdón-Sánchez, 2004. "Evaluating Labor Market Reforms: A General Equilibrium Approach," PIER Working Paper Archive 04-016, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  4. Abbring, J.H. & Berg, G. van den & Ours, J.C. van, 1999. "The Anatomy of Unemployment Dynamics," Discussion Paper, Tilburg University, Center for Economic Research 1999-81, Tilburg University, Center for Economic Research.
  5. Victor Aguirregabiria & Cesar Alonso-Borrego, 2014. "Labor Contracts And Flexibility: Evidence From A Labor Market Reform In Spain," Economic Inquiry, Western Economic Association International, Western Economic Association International, vol. 52(2), pages 930-957, 04.
  6. Cabrales, Antonio & Hopenhayn, Hugo A., 1997. "Labor-market flexibility and aggregate employment volatility," Carnegie-Rochester Conference Series on Public Policy, Elsevier, Elsevier, vol. 46(1), pages 189-228, June.
  7. Alison L. Booth & Marco Francesconi & Jeff Frank, 2002. "Temporary Jobs: Stepping Stones Or Dead Ends?," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 112(480), pages F189-F213, June.
  8. Baker, Michael, 1992. "Unemployment Duration: Compositional Effects and Cyclical Variability," American Economic Review, American Economic Association, American Economic Association, vol. 82(1), pages 313-21, March.
  9. Bentolila, Samuel & Saint-Paul, Gilles, 1992. "The macroeconomic impact of flexible labor contracts, with an application to Spain," European Economic Review, Elsevier, Elsevier, vol. 36(5), pages 1013-1047, June.
  10. Stephen Machin & Alan Manning, 1998. "The Causes and Consequences of Long-Term Unemployment in Europe," CEP Discussion Papers, Centre for Economic Performance, LSE dp0400, Centre for Economic Performance, LSE.
  11. Nickell, Stephen J, 1979. "Estimating the Probability of Leaving Unemployment," Econometrica, Econometric Society, Econometric Society, vol. 47(5), pages 1249-66, September.
  12. Cahuc, Pierre & Postel-Vinay, Fabien, 2002. "Temporary jobs, employment protection and labor market performance," Labour Economics, Elsevier, Elsevier, vol. 9(1), pages 63-91, February.
  13. Imbens, Guido W & Lancaster, Tony, 1994. "Combining Micro and Macro Data in Microeconometric Models," Review of Economic Studies, Wiley Blackwell, Wiley Blackwell, vol. 61(4), pages 655-80, October.
  14. Bover, O. & Arellano, M. & Bentolila, S., 1997. "Unemployment Duration, Benefit Duration, and the Business Cycle," Papers, Centro de Estudios Monetarios Y Financieros- 9717, Centro de Estudios Monetarios Y Financieros-.
  15. van den Berg, Gerard J & van Ours, Jan C, 1996. "Unemployment Dynamics and Duration Dependence," Journal of Labor Economics, University of Chicago Press, University of Chicago Press, vol. 14(1), pages 100-125, January.
  16. Bentolila, S. & Saint-Paul, G., 1991. "The Macroeconomic Impact of Flexibility Labor Contracts with an Application to Spain," DELTA Working Papers, DELTA (Ecole normale supérieure) 91-22, DELTA (Ecole normale supérieure).
  17. Van den Berg, Gerard J., 2000. "Duration Models: Specification, Identification, and Multiple Durations," MPRA Paper 9446, University Library of Munich, Germany.
  18. Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, Elsevier, vol. 30(1-2), pages 239-267.
  19. Lusardi, Annamaria, 1996. "Permanent Income, Current Income, and Consumption: Evidence from Two Panel Data Sets," Journal of Business & Economic Statistics, American Statistical Association, American Statistical Association, vol. 14(1), pages 81-90, January.
  20. repec:fth:prinin:444 is not listed on IDEAS
  21. Deaton, Angus, 1985. "Panel data from time series of cross-sections," Journal of Econometrics, Elsevier, Elsevier, vol. 30(1-2), pages 109-126.
  22. Jenkins, Stephen P. & Garcia-Serrano, Carlos, 2000. "Re-employment probabilities for Spanish men: what role does the unemployment benefit system play?," ISER Working Paper Series 2000-17, Institute for Social and Economic Research.
  23. Blundell, Richard & Meghir, Costas & Neves, Pedro, 1993. "Labour supply and intertemporal substitution," Journal of Econometrics, Elsevier, Elsevier, vol. 59(1-2), pages 137-160, September.
  24. E Wasmer, 1997. "Competition for Jobs in a Growing Economy and the Emergence of Dualism," CEP Discussion Papers, Centre for Economic Performance, LSE dp0369, Centre for Economic Performance, LSE.
  25. van den Berg, Gerard J & van Ours, Jan C, 1994. "Unemployment Dynamics and Duration Dependence in France, the Netherlands and the United Kingdom," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 104(423), pages 432-43, March.
  26. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, Econometric Society, vol. 50(4), pages 1029-54, July.
  27. van den Berg, Gerard J. & van der Klaauw, Bas, 2000. "Combining Micro and Macro Unemployment Duration Data," IZA Discussion Papers 109, Institute for the Study of Labor (IZA).
  28. Katharine G. Abraham & Robert Shimer, 2001. "Changes in Unemployment Duration and Labor Force Attachment," NBER Working Papers 8513, National Bureau of Economic Research, Inc.
  29. Moffitt, Robert, 1993. "Identification and estimation of dynamic models with a time series of repeated cross-sections," Journal of Econometrics, Elsevier, Elsevier, vol. 59(1-2), pages 99-123, September.
  30. Blanchard, O.J. & Diamond, P., 1990. "Ranking, Unemployment Duration, And Wages," Working papers, Massachusetts Institute of Technology (MIT), Department of Economics 546, Massachusetts Institute of Technology (MIT), Department of Economics.
  31. Browning, Martin & Deaton, Angus & Irish, Margaret, 1985. "A Profitable Approach to Labor Supply and Commodity Demands over the Life-Cycle," Econometrica, Econometric Society, Econometric Society, vol. 53(3), pages 503-43, May.
  32. Joshua Angrist & Alan Krueger, 1990. "The Effect of Age at School Entry on Educational Attainment: An Application of Instrumental Variables with Moments from Two Samples," Working Papers, Princeton University, Department of Economics, Industrial Relations Section. 654, Princeton University, Department of Economics, Industrial Relations Section..
  33. 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.
  34. Juan F. Jimeno & Luis Toharia, 1993. "The effects of fixed-term employment on wages: theory and evidence from Spain," Investigaciones Economicas, Fundación SEPI, Fundación SEPI, vol. 17(3), pages 475-494, September.
  35. Alfonso Alba-Ramirez, 1999. "Explaining the transitions out of unemployment in Spain: the effect of unemployment insurance," Applied Economics, Taylor & Francis Journals, Taylor & Francis Journals, vol. 31(2), pages 183-193.
  36. Newey, Whitney K. & McFadden, Daniel, 1986. "Large sample estimation and hypothesis testing," Handbook of Econometrics, Elsevier, in: R. F. Engle & D. McFadden (ed.), Handbook of Econometrics, edition 1, volume 4, chapter 36, pages 2111-2245 Elsevier.
  37. Manski, Charles F & Lerman, Steven R, 1977. "The Estimation of Choice Probabilities from Choice Based Samples," Econometrica, Econometric Society, Econometric Society, vol. 45(8), pages 1977-88, November.
  38. Olivier Blanchard & Augustin Landier, 2001. "The Perverse Effects of Partial Labor Market Reform: Fixed Duration Contracts in France," NBER Working Papers 8219, National Bureau of Economic Research, Inc.
  39. Alba-Ramirez, Alfonso, 1994. "Formal Training, Temporary Contracts, Productivity and Wages in Spain," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, Department of Economics, University of Oxford, vol. 56(2), pages 151-70, May.
  40. Alison L Booth & Juan J. Dolado & Jeff Frank, 2002. "Symposium On Temporary Work Introduction," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 112(480), pages F181-F188, June.
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Cited by:
  1. Álvarez de Toledo, Pablo & Núñez, Fernando & Usabiaga, Carlos, 2014. "An empirical approach on labour segmentation. Applications with individual duration data," Economic Modelling, Elsevier, Elsevier, vol. 36(C), pages 252-267.
  2. Dang, Hai-Anh & Lanjouw, Peter, 2013. "Measuring poverty dynamics with synthetic panels based on cross-sections," Policy Research Working Paper Series 6504, The World Bank.
  3. Valletta, Robert G., 2013. "House lock and structural unemployment," Labour Economics, Elsevier, Elsevier, vol. 25(C), pages 86-97.
  4. Stephen Bazen & Xavier Joutard & Mouhamadou M. Niang, 2012. "The Duration-Based Measurement of Unemployment: Estimation Issues and an Application to Male-Female Unemployment Differences in France," Working Papers, HAL halshs-00793056, HAL.
  5. Seik Kim, . "Sample Attrition in the Presence of Population Attrition," Working Papers, University of Washington, Department of Economics UWEC-2009-02, University of Washington, Department of Economics.
  6. Robert G. Valletta, 2012. "House lock and structural unemployment," Working Paper Series, Federal Reserve Bank of San Francisco 2012-25, Federal Reserve Bank of San Francisco.
  7. Carlos Usabiaga & Fernando Núñez & Pablo Álvarez de Toledo, 2013. "Segmentación del mercado de trabajo, clusters, movilidad y duración de desempleo con datos individuales," Economic Working Papers at Centro de Estudios Andaluces, Centro de Estudios Andaluces E2013/02, Centro de Estudios Andaluces.
  8. Bemjamin Villena-Roldan, 2009. "Aggregate Implications of Employer Search and Recruiting Selection," 2009 Meeting Papers, Society for Economic Dynamics 97, Society for Economic Dynamics.
  9. Dang, Hai-Anh & Lanjouw, Peter & Luoto, Jill & McKenzie, David, 2011. "Using repeated cross-sections to explore movements in and out of poverty," Policy Research Working Paper Series 5550, The World Bank.
  10. Nikita Céspedes & Ana Paola Gutiérrez & Vanessa Belapatiño, 2014. "Determinantes de la duración del desempleo en una economía con alta informalidad," Working Papers 2014-2, Peruvian Economic Association.
  11. Bruce Meyer & Robert Goerge, 2011. "Errors in Survey Reporting and Imputation and Their Effects on Estimates of Food Stamp Program Participation," Working Papers, Center for Economic Studies, U.S. Census Bureau 11-14, Center for Economic Studies, U.S. Census Bureau.
  12. Seik Kim, . "Economic Assimilation of Foreign-Born Workers in the United States: An Overlapping Rotating Panel Analysis," Working Papers, University of Washington, Department of Economics UWEC-2008-19, University of Washington, Department of Economics.
  13. Valletta, Robert G., 2012. "House Lock and Structural Unemployment," IZA Discussion Papers 7002, Institute for the Study of Labor (IZA).
  14. Álvarez de Toledo, Pablo & Núñez, Fernando & Usabiaga, Carlos, 2013. "Labour Market Segmentation, Clusters, Mobility and Unemployment Duration with Individual Microdata," MPRA Paper 46003, University Library of Munich, Germany.
  15. Carlos Gradín & Olga Cantó & Coral del Río, 2012. "Unemployment and Spell Duration during the Great Recession in the EU," Working Papers, Universidade de Vigo, Departamento de Economía Aplicada 1205, Universidade de Vigo, Departamento de Economía Aplicada.

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