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A nonparametric vs. latent class model of general practitioner utilization: Evidence from Canada

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  • McLeod, Logan

Abstract

Predicting health care utilization is the foundation of many health economics analyses, such as calculating risk-adjustment capitation payments or measuring equity in health care utilization. The most common econometric models of physician utilization are parametric count data models, since the most common metric of physician utilization is the number of physician visits.

Suggested Citation

  • McLeod, Logan, 2011. "A nonparametric vs. latent class model of general practitioner utilization: Evidence from Canada," Journal of Health Economics, Elsevier, vol. 30(6), pages 1261-1279.
    • Handle: RePEc:eee:jhecon:v:30:y:2011:i:6:p:1261-1279
    DOI: 10.1016/j.jhealeco.2011.08.005
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    Citations

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    Cited by:

    1. Richard Layte & Anne Nolan, 2015. "Eligibility for free GP care and the utilisation of GP services by children in Ireland," International Journal of Health Economics and Management, Springer, vol. 15(1), pages 3-27, March.
    2. Weiwei Liu & Kevin J. Egan, 2019. "A Semiparametric Smooth Coefficient Estimator for Recreation Demand," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 74(3), pages 1163-1187, November.
    3. Bach, Philipp & Farbmacher, Helmut & Spindler, Martin, 2018. "Semiparametric count data modeling with an application to health service demand," Econometrics and Statistics, Elsevier, vol. 8(C), pages 125-140.
    4. Hana Bataineh & Rose Anne Devlin & Vicky Barham, 2018. "Does unmet health care lead to poorer health outcomes?," Working Papers 1803E, University of Ottawa, Department of Economics.
    5. Hudson, Eibhlin & Nolan, Anne, 2015. "Public healthcare eligibility and the utilisation of GP services by older people in Ireland," The Journal of the Economics of Ageing, Elsevier, vol. 6(C), pages 24-43.
    6. Logan McLeod, Jeffrey A. Johnson, 2014. "Changing the Schedule of Medical Benefits and the Effect on Primary Care Physician Billing: Quasi-Experimental Evidence from Alberta," LCERPA Working Papers 0077, Laurier Centre for Economic Research and Policy Analysis, revised 28 Aug 2014.

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    More about this item

    Keywords

    GP utilization; Kernel conditional density estimator; Latent class models; Count data; Panel data;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection

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