IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp8839.html
   My bibliography  Save this paper

Identification of the Timing-of-Events Model with Multiple Competing Exit Risks from Single-Spell Data

Author

Listed:
  • Drepper, Bettina

    (Tilburg University)

  • Effraimidis, Georgios

    (University of Southern Denmark)

Abstract

This note describes how the (single-spell) identification result of the timing-of-events model by Abbring and Van den Berg (2003b) can be extended to a model that accommodates several competing exit risks. The extended model can be used for example to distinguish between the different effects of a benefit sanction on several competing exit risks out of unemployment such as 'finding work' vs. 'exiting the labor force'. By allowing for a flexible dependence structure between competing exit risks and the duration until entry into treatment, the model can take account of selection into treatment and dependencies between competing exit risks by way of unobservables.

Suggested Citation

  • Drepper, Bettina & Effraimidis, Georgios, 2015. "Identification of the Timing-of-Events Model with Multiple Competing Exit Risks from Single-Spell Data," IZA Discussion Papers 8839, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp8839
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp8839.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jaap H. Abbring & Gerard J. Berg & Jan C. Ours, 2005. "The Effect of Unemployment Insurance Sanctions on the Transition Rate from Unemployment to Employment," Economic Journal, Royal Economic Society, vol. 115(505), pages 602-630, July.
    2. Jakob Roland Munch & Michael Rosholm & Michael Svarer, 2006. "Are Homeowners Really More Unemployed?," Economic Journal, Royal Economic Society, vol. 116(514), pages 991-1013, October.
    3. Gerard J. van den Berg & Bas van der Klaauw & Jan C. van Ours, 2004. "Punitive Sanctions and the Transition Rate from Welfare to Work," Journal of Labor Economics, University of Chicago Press, vol. 22(1), pages 211-241, January.
    4. van Ours, Jan C., 2003. "Is cannabis a stepping-stone for cocaine?," Journal of Health Economics, Elsevier, vol. 22(4), pages 539-554, July.
    5. Patrick Arni & Rafael Lalive & Jan C. Van Ours, 2013. "How Effective Are Unemployment Benefit Sanctions? Looking Beyond Unemployment Exit," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(7), pages 1153-1178, November.
    6. Harminder Battu & Ada Ma & Euan Phimister, 2008. "Housing Tenure, Job Mobility and Unemployment in the UK," Economic Journal, Royal Economic Society, vol. 118(527), pages 311-328, March.
    7. van Ours, Jan C. & Williams, Jenny, 2009. "Why parents worry: Initiation into cannabis use by youth and their educational attainment," Journal of Health Economics, Elsevier, vol. 28(1), pages 132-142, January.
    8. Katz, Lawrence F. & Meyer, Bruce D., 1990. "The impact of the potential duration of unemployment benefits on the duration of unemployment," Journal of Public Economics, Elsevier, vol. 41(1), pages 45-72, February.
    9. Jaap H. Abbring & Gerard J. Van Den Berg, 2003. "The identifiability of the mixed proportional hazards competing risks model," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 65(3), pages 701-710, August.
    10. Rafael Lalive & Jan C. van Ours & Josef Zweimüller, 2005. "The Effect Of Benefit Sanctions On The Duration Of Unemployment," Journal of the European Economic Association, MIT Press, vol. 3(6), pages 1386-1417, December.
    11. Michiel van Leuvensteijn & Pierre Koning, 2006. "The Effect of Home-Ownership on Labour Mobility in the Netherlands," Chapters, in: Julián Messina & Claudio Michelacci & Jarkko Turunen & Gylfi Zoega (ed.), Labour Market Adjustments in Europe, chapter 6, Edward Elgar Publishing.
    12. Joshua S. Gans & David H. Hsu & Scott Stern, 2008. "The Impact of Uncertain Intellectual Property Rights on the Market for Ideas: Evidence from Patent Grant Delays," Management Science, INFORMS, vol. 54(5), pages 982-997, May.
    13. van den Berg, Gerard J. & Lindeboom, Maarten & Portrait, France, 2011. "Conjugal bereavement effects on health and mortality at advanced ages," Journal of Health Economics, Elsevier, vol. 30(4), pages 774-794, July.
    14. Munch, Jakob Roland & Rosholm, Michael & Svarer, Michael, 2008. "Home ownership, job duration, and wages," Journal of Urban Economics, Elsevier, vol. 63(1), pages 130-145, January.
    15. McCall, Brian P, 1997. "The Determinants of Full-Time versus Part-Time Reemployment Following Job Displacement," Journal of Labor Economics, University of Chicago Press, vol. 15(4), pages 714-734, October.
    16. Michael Rosholm & Michael Svarer, 2008. "The Threat Effect of Active Labour Market Programmes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(2), pages 385-401, June.
    17. Jaap H. Abbring & Gerard J. van den Berg, 2003. "The Nonparametric Identification of Treatment Effects in Duration Models," Econometrica, Econometric Society, vol. 71(5), pages 1491-1517, September.
    18. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    19. Bo E. Honoré & Adriana Lleras-Muney, 2006. "Bounds in Competing Risks Models and the War on Cancer," Econometrica, Econometric Society, vol. 74(6), pages 1675-1698, November.
    20. Michael Svarer & Mette Verner, 2008. "Do children stabilize relationships in Denmark?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(2), pages 395-417, April.
    21. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bart Cockx & Stijn Baert, 2015. "Contracting Out Mandatory Counselling and Training for Long-Term Unemployed. Private For-Profit or Non-Profit, or Keep it Public?," CESifo Working Paper Series 5587, CESifo.
    2. van den Berg, Gerard J. & Uhlendorff, Arne & Wolff, Joachim, 2015. "Under heavy pressure : intense monitoring and accumulation of sanctions for young welfare recipients in Germany," IAB-Discussion Paper 201534, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    3. Anna Godøy & Knut Røed, 2016. "Unemployment Insurance and Underemployment," LABOUR, CEIS, vol. 30(2), pages 158-179, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Clausen, Jens & Heinesen, Eskil & Hummelgaard, Hans & Husted, Leif & Rosholm, Michael, 2009. "The effect of integration policies on the time until regular employment of newly arrived immigrants: Evidence from Denmark," Labour Economics, Elsevier, vol. 16(4), pages 409-417, August.
    2. Nisar Ahmad & Michael Svarer & Amjad Naveed, 2019. "The Effect of Active Labour Market Programmes and Benefit Sanctions on Reducing Unemployment Duration," Journal of Labor Research, Springer, vol. 40(2), pages 202-229, June.
    3. Schmidpeter, Bernhard & Winter-Ebmer, Rudolf, 2021. "Automation, unemployment, and the role of labor market training," European Economic Review, Elsevier, vol. 137(C).
    4. Kyyrä, Tomi, 2010. "Partial unemployment insurance benefits and the transition rate to regular work," European Economic Review, Elsevier, vol. 54(7), pages 911-930, October.
    5. Koning, Pierre, 2015. "Making work pay for the indebted? Assessing the effects of debt services on welfare recipients," Labour Economics, Elsevier, vol. 34(C), pages 152-161.
    6. Landaud, Fanny, 2021. "From employment to engagement? Stable jobs, temporary jobs, and cohabiting relationships," Labour Economics, Elsevier, vol. 73(C).
    7. Stijn Baert & Freddy Heylen & Daan Isebaert, 2014. "Does Homeownership Lead to Longer Unemployment Spells? The Role of Mortgage Payments," De Economist, Springer, vol. 162(3), pages 263-286, September.
    8. Gerard J. van den Berg & Arne Uhlendorff & Joachim Wolff, 2022. "The Impact of Sanctions for Young Welfare Recipients on Transitions to Work and Wages, and on Dropping Out," Economica, London School of Economics and Political Science, vol. 89(353), pages 1-28, January.
    9. Arni, Patrick & Schiprowski, Amelie, 2016. "Strengthening Enforcement in Unemployment Insurance: A Natural Experiment," IZA Discussion Papers 10353, Institute of Labor Economics (IZA).
    10. Arni, Patrick & Schiprowski, Amelie, 2015. "The Effects of Binding and Non-Binding Job Search Requirements," IZA Discussion Papers 8951, Institute of Labor Economics (IZA).
    11. van Ours, Jan C. & Williams, Jenny, 2009. "Why parents worry: Initiation into cannabis use by youth and their educational attainment," Journal of Health Economics, Elsevier, vol. 28(1), pages 132-142, January.
    12. van den Berg, Gerard J. & Uhlendorff, Arne & Wolff, Joachim, 2015. "Under heavy pressure : intense monitoring and accumulation of sanctions for young welfare recipients in Germany," IAB-Discussion Paper 201534, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    13. Bruce Headey & Ruud Muffels, 2016. "Towards a Theory of Life Satisfaction: Accounting for Stability, Change and Volatility in 25-Year Life Trajectories in Germany," SOEPpapers on Multidisciplinary Panel Data Research 864, DIW Berlin, The German Socio-Economic Panel (SOEP).
    14. Bruno Crépon & Muriel Dejemeppe & Marc Gurgand, 2005. "Counseling the unemployed: does it lower unemployment duration and recurrence?," Working Papers halshs-00590769, HAL.
    15. Tatsiramos, Konstantinos, 2010. "Job displacement and the transitions to re-employment and early retirement for non-employed older workers," European Economic Review, Elsevier, vol. 54(4), pages 517-535, May.
    16. Rainer Eppel & Helmut Mahringer, 2019. "Getting a lot out of a little bit of work? The effects of marginal employment during unemployment," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(2), pages 381-408, May.
    17. Bart Cockx & Stijn Baert, 2015. "Contracting Out Mandatory Counselling and Training for Long-Term Unemployed. Private For-Profit or Non-Profit, or Keep it Public?," CESifo Working Paper Series 5587, CESifo.
    18. Arni, Patrick & Schiprowski, Amelie, 2019. "Job search requirements, effort provision and labor market outcomes," Journal of Public Economics, Elsevier, vol. 169(C), pages 65-88.
    19. Meekes, Jordy & Hassink, Wolter, 2017. "The Role of the Housing Market in Workers' Resilience to Job Displacement after Firm Bankruptcy," IZA Discussion Papers 10894, Institute of Labor Economics (IZA).
    20. van der Klaauw, B. & van Ours, J.C., 2010. "Carrot and Stick : How Reemployment Bonuses and Benefit Sanctions Affect Job Finding Rates," Other publications TiSEM f368f876-0bd7-499d-8211-d, Tilburg University, School of Economics and Management.

    More about this item

    Keywords

    mixed proportional hazard; multivariate duration analysis; treatment effects; competing risks; timing-of-events;
    All these keywords.

    JEL classification:

    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp8839. See general information about how to correct material in RePEc.

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.