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A simple procedure for the evaluation of treatment effects on duration variables

Author

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  • Abbring, Jaap H

    (Free University Amsterdam)

  • van den Berg, Gerard J

    (Free University Amsterdam, Tinbergen Institute, IFAU)

Abstract

Often, a treatment and the outcome of interest are characterized by the moment they occur, and these moments are realizations of stochastic processes with dependent unobserved determinants. We develop a simple and intuitive method for inference on the treatment effect. The method can be implemented as a graphical procedure or as a straightforward parameter test in an auxiliary univariate single-spell duration model. The method exploits information on the timing of the treatment relative to the outcome that is discarded in binary treatment analyses.

Suggested Citation

  • Abbring, Jaap H & van den Berg, Gerard J, 2003. "A simple procedure for the evaluation of treatment effects on duration variables," Working Paper Series 2003:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    • Handle: RePEc:hhs:ifauwp:2003_019
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    References listed on IDEAS

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    1. 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.
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    Cited by:

    1. Svarer, Michael, 2007. "The Effect of Sanctions on the Job Finding Rate: Evidence from Denmark," IZA Discussion Papers 3015, Institute of Labor Economics (IZA).
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    3. Hägglund, Pathric & Johansson, Per & Laun, Lisa, 2015. "Rehabilitation of mental illness and chronic pain – the impact on sick leave and health," Working Paper Series 2015:22, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    4. Pathric Hägglund & Per Johansson & Lisa Laun, 2020. "The Impact of CBT on Sick Leave and Health," Evaluation Review, , vol. 44(2-3), pages 185-217, April.
    5. Qureshi, Atef, 2013. "The Effect of Punitive Sanctions on the Transition Rate from Welfare to Work: Evidence from Denmark," Nationaløkonomisk tidsskrift, Nationaløkonomisk Forening, vol. 2013(2), pages 225-246.

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    More about this item

    Keywords

    Duration analysis; hazard rate; selectivity bias; treatment effect; unobserved heterogeneity;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • 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
    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies

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