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A Matching Method with Panel Data

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  • Nguyen Viet, Cuong

Abstract

Difference-in-differences with matching is a popular method to measure the impact of an intervention in health as well as social sciences. This method requires baseline data, i.e., data before interventions, which are not always available in reality. Instead, panel data with two time periods are often collected after interventions begin. In this paper, a simple matching method is proposed to measure impact of an intervention using two-period panel data after the intervention.

Suggested Citation

  • Nguyen Viet, Cuong, 2010. "A Matching Method with Panel Data," MPRA Paper 36756, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:36756
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    File URL: https://mpra.ub.uni-muenchen.de/36756/1/MPRA_paper_36756.pdf
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    References listed on IDEAS

    as
    1. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    2. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
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    Cited by:

    1. Marini, Andrea, 2024. "Updating the retirement-consumption puzzle in Italy: who are the most affected?," Working Paper Series 2936, European Central Bank.

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    More about this item

    Keywords

    Impact evaluation; difference-in-differences; matching; propensity score; panel data;
    All these keywords.

    JEL classification:

    • H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models

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