Nonparametric identification of dynamic treatment effects in competing risks models
We introduce a dynamic treatment to the mixed proportional hazard competing risks model and allow for selection on unobservables. Our model can e.g. be used to evaluate the effect of benefit sanctions on the transition rate out of unemployment when more than one exit risk is of interest. Imposing a benefit sanction will influence the transition rate to employment. However, the sanction can also affect the decision of an individual to exit the labor force. The latter effect is often ignored in empirical work. In this paper we present a general model which allows to identify different effects of a treatment such as a sanction on several competing exit risks such as 'finding work' vs. 'exit the labor force'. Our approach exploits the timing at which the individual enters into treatment by adding the hazard rate of the duration to treatment as an additional equation to the competing risks model. We present a new identification result of this model for single-spell duration data. Furthermore, we intend to include an empirical application in this paper to illustrate the estimation procedure.
|Date of creation:||2012|
|Date of revision:|
|Contact details of provider:|| Web page: http://www.socialpolitik.org/|
More information through EDIRC
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.:
- Arni, P. & Lalive, R. & van Ours, J.C., 2009.
"How Effective are Unemployment Benefit Sanctions? Looking Beyond Unemployment Exit,"
2009-80, Tilburg University, Center for Economic Research.
- 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.
- Arni, Patrick & Lalive, Rafael & van Ours, Jan C., 2009. "How Effective Are Unemployment Benefit Sanctions? Looking Beyond Unemployment Exit," IZA Discussion Papers 4509, Institute for the Study of Labor (IZA).
- Arni, Patrick & Lalive, Rafael & van Ours, Jan C., 2009. "How effective are unemployment benefit sanctions? Looking beyond unemployment exit," Working Paper Series 2009:22, IFAU - Institute for Evaluation of Labour Market and Education Policy.
- van den Berg, Gerard J & van der Klaauw, Bas & van Ours, Jan C, 2000.
"Punitive Sanctions and the Transition Rate From Welfare to Work,"
CEPR Discussion Papers
2447, C.E.P.R. Discussion Papers.
- 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.
- Berg, Gerard J. van den & Klaauw, Bas van der & Ours, Jan C. van, 1998. "Punitive sanctions and the transition rate from welfare to work," Serie Research Memoranda 0033, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- Elbers, Chris & Ridder, Geert, 1982. "True and Spurious Duration Dependence: The Identifiability of the Proportional Hazard Model," Review of Economic Studies, Wiley Blackwell, vol. 49(3), pages 403-09, July.
When requesting a correction, please mention this item's handle: RePEc:zbw:vfsc12:66060. 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: (ZBW - German National Library of Economics)
If references are entirely missing, you can add them using this form.