IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

Assessing Unemployment Traps in Belgium using Panel Data Sample Selection models

  • Anna Cristina d'Addio

    ()

    (Aarhus School of Business)

  • Isabelle De Greef

    ()

    (Université Catholique de Louvain)

  • Michael Rosholm

    ()

    (University of Aarhus)

In this paper we investigate whether unemployment traps exist and are significant in the transition from unemployment into employment in Belgium. In order to assess them, we use panel data sample selection models. Specifically, we estimate a parametric random effects models composed by a wage equation and a selection equation by maximum likelihood techniques. The income ratios have been computed for every individual in the sample by using the predicted wages obtained from the estimation of the wage equation corrected for sample selectivity. The empirical analyses has exploited the data extracted from the waves 1993-1997 of the Panel Study of Belgian Household and has been led separately on (unbalanced) samples of men and women. The estimation results suggest significant differences in the behaviour of these two groups. The experience of long periods of unemployment in the past is particularly important: long-term unemployed people have difficulties in re-integrating the labour market and they obtain low salaries when they succeed in finding employment. Long unemployment spells are likely to have a “scarring” effect on subsequent earnings. Moreover, the computation of income ratios for all individuals highlights the importance of unemployment traps for the women present in the sample. Indeed, their expected wage is often lower than their income while being unemployed. A significant proportion of the available samples (men and women) is shown to enter employment although this transition is accompanied by a substantial loss in their disposable income.

(This abstract was borrowed from another version of this item.)

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://econpapers.repec.org/cpd/2002/93_DeGreef.pdf
Download Restriction: no

Paper provided by International Conferences on Panel Data in its series 10th International Conference on Panel Data, Berlin, July 5-6, 2002 with number C1-3.

as
in new window

Length:
Date of creation: Mar 2002
Date of revision:
Handle: RePEc:cpd:pd2002:c1-3
Contact details of provider:

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
  2. Patricia Tracy Jones & Stephen Nickell & Glenda Quintini, 2000. "A Picture of Job Insecurity Facing British Men," CEP Discussion Papers dp0479, Centre for Economic Performance, LSE.
  3. Atkinson, Anthony B & Micklewright, John, 1991. "Unemployment Compensation and Labor Market Transitions: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 29(4), pages 1679-1727, December.
  4. Jensen, Peter & Rosholm, Michael & Verner, Mette, 2002. "A Comparison of Different Estimators for Panel Data Sample Selection Models," Working Papers 02-1, University of Aarhus, Aarhus School of Business, Department of Economics.
  5. Lee, Myoung-jae, 2001. "First-difference estimator for panel censored-selection models," Economics Letters, Elsevier, vol. 70(1), pages 43-49, January.
  6. Nielsen, Helena Skyt & Rosholm, Michael & Smith, Nina & Husted, Leif, 2001. "Qualifications, Discrimination, or Assimilation? An Extended Framework for Analysing Immigrant Wage Gaps," IZA Discussion Papers 365, Institute for the Study of Labor (IZA).
  7. Ruhm, Christopher J, 1991. "Are Workers Permanently Scarred by Job Displacements?," American Economic Review, American Economic Association, vol. 81(1), pages 319-24, March.
  8. Blundell, Richard, 2000. "Work Incentives and 'In-Work' Benefit Reforms: A Review," Oxford Review of Economic Policy, Oxford University Press, vol. 16(1), pages 27-44, Spring.
  9. Arulampalam, Wiji, 2000. "Is Unemployment Really Scarring? Effects of Unemployment Experiences on Wages," IZA Discussion Papers 189, Institute for the Study of Labor (IZA).
  10. Husted, Leif & Skyt Nielsen, Helena & Rosholm, Michael & Smith, Nina, 2000. "Employment and Wage Assimilation of Male First Generation Immigrants in Denmark," CLS Working Papers 00-1, University of Aarhus, Aarhus School of Business, Centre for Labour Market and Social Research.
  11. Pasi Holm & Tomi Kyyrä & Juha Rantala, 1999. "Household Level Economic Incentives, Unemployment Trap and Job Finding Probability," International Tax and Public Finance, Springer, vol. 6(3), pages 361-378, August.
  12. Ekaterini Kyriazidou, 1997. "Estimation of a Panel Data Sample Selection Model," Econometrica, Econometric Society, vol. 65(6), pages 1335-1364, November.
  13. Vella, F. & Verbeek, M.J.C.M., 1999. "Two-step estimation of panel data models with censored endogenous variables and selection bias," Other publications TiSEM 5aad87bc-25d1-49bc-882b-c, Tilburg University, School of Economics and Management.
  14. Duncan, Alan & Giles, Christopher, 1996. "Labour Supply Incentives and Recent Family Credit Reforms," Economic Journal, Royal Economic Society, vol. 106(434), pages 142-55, January.
  15. Sébastien Laurent, 2001. "Capital humain, emploi et salaire en Belgique et dans ses régions," Reflets et perspectives de la vie économique, De Boeck Université, vol. 0(1), pages 25-36.
  16. Tomi Kyyrä, 1999. "Post-Unemployment Wages and Economic Incentives to Exit from Unemployment," Research Reports 56, Government Institute for Economic Research Finland (VATT).
  17. Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
  18. Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
  19. Bruce C. Fallick, 1996. "A review of the recent empirical literature on displaced workers," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 50(1), pages 5-16, October.
  20. Pedersen, Peder J. & Smith, Nina, 2002. "Unemployment Traps: Do Financial Dis-incentives matter?," CLS Working Papers 01-1, University of Aarhus, Aarhus School of Business, Centre for Labour Market and Social Research.
  21. Hausman, Jerry A & Wise, David A, 1979. "Attrition Bias in Experimental and Panel Data: The Gary Income Maintenance Experiment," Econometrica, Econometric Society, vol. 47(2), pages 455-73, March.
  22. Stevens, Ann Huff, 1997. "Persistent Effects of Job Displacement: The Importance of Multiple Job Losses," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 165-88, January.
  23. Dustmann, Christian & Rochina-Barrachina, María Engracia, 2000. "Selection Correction in Panel Data Models: An Application to Labour Supply and Wages," IZA Discussion Papers 162, Institute for the Study of Labor (IZA).
  24. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January.
  25. Lori G. Kletzer, 1998. "Job Displacement," Journal of Economic Perspectives, American Economic Association, vol. 12(1), pages 115-136, Winter.
  26. Vella, Francis & Verbeek, Marno, 1999. "Two-step estimation of panel data models with censored endogenous variables and selection bias," Journal of Econometrics, Elsevier, vol. 90(2), pages 239-263, June.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:cpd:pd2002:c1-3. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Sune Karlsson)

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.