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Bounds on treatment effects on transitions

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Author Info

  • Ridder, Geert

    ()
    (University of Southern California)

  • Vikström, Johan

    ()
    (IFAU - Insitute for Labour Market Policy Evaluation)

Abstract

This paper considers the definition and identification of treatment effects on conditional transition probabilities. We show that even under sequential random assignment only the instantaneous average treatment effect is point identified. Because treated and control units drop out at different rates, randomization only ensures the comparability of treatment and controls at the time of randomization, so that long run average treatment effects are not point identified. Instead we derive informative bounds on these average treatment effects. Our bounds do not impose (semi)parametric restrictions, as e.g. proportional hazards, that would narrow the bounds or even allow for point identification. We also explore various assumptions such as monotone treatment response, common shocks and positively correlated outcomes.

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Bibliographic Info

Paper provided by IFAU - Institute for Evaluation of Labour Market and Education Policy in its series Working Paper Series with number 2011:6.

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Length: 55 pages
Date of creation: 25 Mar 2011
Date of revision:
Handle: RePEc:hhs:ifauwp:2011_006

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Related research

Keywords: Partial identification; duration model; randomized experiment; treatment effect;

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Cited by:
  1. Vikström, Johan & Rosholm, Michael & Svarer, Michael, 2013. "The effectiveness of active labor market policies: Evidence from a social experiment using non-parametric bounds," Labour Economics, Elsevier, vol. 24(C), pages 58-67.

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