IDEAS home Printed from
MyIDEAS: Login to save this paper or follow this series

Nonparametric identification of dynamic treatment effects in competing risks models

  • Drepper, Bettina
  • Effraimidis, Georgios
Registered author(s):

    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.

    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:
    Download Restriction: no

    Paper provided by Verein für Socialpolitik / German Economic Association in its series Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century with number 66060.

    in new window

    Date of creation: 2012
    Date of revision:
    Handle: RePEc:zbw:vfsc12:66060
    Contact details of provider: Web page:

    More information through EDIRC

    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. 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.
    2. 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.
    3. 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.
    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: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 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.