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Two-part multiple spell models for health care demand

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Author Info
Joao M.C. Santos Silva
Frank Windmeijer () (Institute for Fiscal Studies and University of Bristol)

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Abstract

The demand for certain types of health care services depends on decisions of both the individual and the health care provider. This paper studies the conditions under which it is possible to separately identify the parameters driving the two decision processes using only count data on the total demand. It is found that the frequently used hurdle models may not be adequate to describe this type of demand, especially when the assumption of a single illness spell per observation period is violated. A test for the single spell hypothesis is developed and alternative modelling strategies are suggested, including one that allows for correlated unobserved heterogeneity. The results of the paper are illustrated with an application.

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Paper provided by Institute for Fiscal Studies in its series IFS Working Papers with number W99/02.

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Length: 30 pp.
Date of creation: Feb 1999
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Handle: RePEc:ifs:ifsewp:99/02

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Find related papers by JEL classification:
C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Hypothesis Testing
C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Estimation
C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models
I10 - Health, Education, and Welfare - - Health - - - General

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  1. Marc Saez & Carme Saurina & Germà Coenders & Sònia González-Raya, 2006. "Use of primary health care services according to the different degrees of obesity in the Girona Health Region, Spain," Health Economics, John Wiley & Sons, Ltd., vol. 15(2), pages 173-193. [Downloadable!]
  2. David Madden & Anne Nolan & Brian Nolan, 2005. "GP reimbursement and visiting behaviour in Ireland," Health Economics, John Wiley & Sons, Ltd., vol. 14(10), pages 1047-1060. [Downloadable!]
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  3. D. Fabbri & C. Monfardini, 2002. "Public Vs. Private Health Care Services Demand in Italy," Working Papers 457, Dipartimento Scienze Economiche, Universita' di Bologna. [Downloadable!]
    Other versions:
  4. Pedro Pita Barros & Matilde P. Machado & Anna Sanz de Galdeano, 2005. "Moral Hazard And The Demand For Health Services: A Matching Estimator Approach," Economics Working Papers we055928, Universidad Carlos III, Departamento de Economía. [Downloadable!]
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  5. Sergi Jiménez-Martín & José M. Labeaga & Maite Martínez-Granado, 2002. "Latent class versus two-part models in the demand for physician services across the European Union," Health Economics, John Wiley & Sons, Ltd., vol. 11(4), pages 301-321. [Downloadable!]
  6. Rainer Winkelmann, 2002. "Health Care Reform and the Number of Doctor Visits – An Econometric Analysis," Working Papers 0210, University of Zurich, Socioeconomic Institute. [Downloadable!]
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  7. Teresa Bago d'Uva, 2006. "Latent class models for utilisation of health care," Health Economics, John Wiley & Sons, Ltd., vol. 15(4), pages 329-343. [Downloadable!]
  8. Teresa Bago d'Uva, 2005. "Latent class models for use of primary care: evidence from a British panel," Health Economics, John Wiley & Sons, Ltd., vol. 14(9), pages 873-892. [Downloadable!]
  9. Nolan, Anne & Nolan, Brian, 2003. "A Cross-Sectional Analysis of the Utilisation of GP Services in Ireland: 1987-2001," Papers HRBWP01, Economic and Social Research Institute (ESRI). [Downloadable!]
  10. Sisira Sarma & Wayne Simpson, 2006. "A microeconometric analysis of Canadian health care utilization," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 219-239. [Downloadable!]
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