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Sample selection correction in panel data models when selectivity is due to two sources

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  • Di Novi, Cinzia

Abstract

This paper proposes a specification of Wooldridge's (1995) two step estimation method in which selectivity bias is due to two sources rather than one. The main objective of the paper is to show how the method can be applied in practice. The application concerns an important problem in health economics: the presence of adverse selection in the private health insurance markets on which there exists a large literature. The data for the empirical application is drawn from the 2003/2004 Medical Expenditure Panel Survey in conjunction with the 2002 National Health Interview Survey.

Suggested Citation

  • Di Novi, Cinzia, 2009. "Sample selection correction in panel data models when selectivity is due to two sources," POLIS Working Papers 137, Institute of Public Policy and Public Choice - POLIS.
    • Handle: RePEc:uca:ucapdv:137
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    References listed on IDEAS

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    1. Dustmann, Christian & Rochina-Barrachina, María Engracia, 2000. "Selection Correction in Panel Data Models: An Application to Labour Supply and Wages," IZA Discussion Papers 162, Institute of Labor Economics (IZA).
    2. Keeler, Emmett B & Newhouse, Joseph P & Phelps, C E, 1977. "Deductibles and the Demand for Medical Care Services: The Theory of a Consumer Facing a Variable Price Schedule under Uncertainty," Econometrica, Econometric Society, vol. 45(3), pages 641-655, April.
    3. Christian Dustmann & María Engracia Rochina-Barrachina, 2007. "Selection correction in panel data models: An application to the estimation of females' wage equations," Econometrics Journal, Royal Economic Society, vol. 10(2), pages 263-293, July.
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    Cited by:

    1. Marchese Carla & Ramello Giovanni B., 2011. "In the Beginning Was the Word. Now is the Copyright," Review of Law & Economics, De Gruyter, vol. 7(1), pages 271-289, October.

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    More about this item

    JEL classification:

    • I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design

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