A Random Parameter Logit model for modeling Health Care Provider Choice in Bolivia
AbstractIn this paper we model health care provider choice in Bolivia with a Random Parameter Logit (RPL) using MECOVI data during the period 1999 and 2000. To our knowledge this is the first time that a RPL is used for modeling health care provider choice in Bolivia. We found that price and income are determinants of the decision choice of health care provider. Increasing government prices or fees shift the demand from government to private health facilities for children and women. In addition, women are more sensitive than children and adults to changes in price and income. The perception of Quality is significant just for private health facilities except for children. Finally, people would rather private instead of government facilities and self care treatment when they are ill.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by University Library of Munich, Germany in its series MPRA Paper with number 3263.
Date of creation: Jan 2007
Date of revision:
Random Parameter Logit; Government and Private Health Facilities; Quality; Prices or User Fees;
Find related papers by JEL classification:
- I19 - Health, Education, and Welfare - - Health - - - Other
- I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
- I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
This paper has been announced in the following NEP Reports:
- NEP-ALL-2007-05-26 (All new papers)
- NEP-DCM-2007-05-26 (Discrete Choice Models)
- NEP-HEA-2007-05-26 (Health Economics)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- John Geweke & Michael Keane & David Runkle, 1994.
"Alternative computational approaches to inference in the multinomial probit model,"
170, Federal Reserve Bank of Minneapolis.
- Geweke, John & Keane, Michael P & Runkle, David, 1994. "Alternative Computational Approaches to Inference in the Multinomial Probit Model," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 609-32, November.
- Kenkel, Don, 1990. "Consumer Health Information and the Demand for Medical Care," The Review of Economics and Statistics, MIT Press, vol. 72(4), pages 587-95, November.
- Harris, Katherine M. & Keane, Michael P., 1998. "A model of health plan choice:: Inferring preferences and perceptions from a combination of revealed preference and attitudinal data," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 131-157, November.
- Paul J. Gertler & Luis Locay & Warren C. Sanderson, 1987.
"Are User Fees Regressive? The Welfare Implications of Health Care Financing Proposals in Peru,"
NBER Working Papers
2299, National Bureau of Economic Research, Inc.
- Gertler, Paul & Locay, Luis & Sanderson, Warren, 1987. "Are user fees regressive? : The welfare implications of health care financing proposals in Peru," Journal of Econometrics, Elsevier, vol. 36(1-2), pages 67-88.
- Alderman, Harold & Lavy, Victor, 1996. "Household Responses to Public Health Services: Cost and Quality Tradeoffs," World Bank Research Observer, World Bank Group, vol. 11(1), pages 3-22, February.
- Munkin, Murat K. & Trivedi, Pravin K., 2003. "Bayesian analysis of a self-selection model with multiple outcomes using simulation-based estimation: an application to the demand for healthcare," Journal of Econometrics, Elsevier, vol. 114(2), pages 197-220, June.
- Dor, Avi & Gertler, Paul & van der Gaag, Jacques, 1987. "Non-price rationing and the choice of medical care providers in rural Cote d'Ivoire," Journal of Health Economics, Elsevier, vol. 6(4), pages 291-304, December.
- Keane, Michael P, 1992. "A Note on Identification in the Multinomial Probit Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(2), pages 193-200, April.
- BOLDUC, Denis & LACROIX, Guy & MULLER, Christophe, 1994.
"The Choice of Medical Providers in Rural Bénin: a Comparison of Discrete Choice Model,"
Cahiers de recherche
9411, Université Laval - Département d'économique.
- Bolduc, Denis & Lacroix, Guy & Muller, Christophe, 1996. "The choice of medical providers in rural Benin: A comparison of discrete choice models," Journal of Health Economics, Elsevier, vol. 15(4), pages 477-498, August.
- Akin, John S, et al, 1986. "The Demand for Primary Health Care Services in the Bicol Region of the Philippines," Economic Development and Cultural Change, University of Chicago Press, vol. 34(4), pages 755-82, July.
- Akin, John S. & Guilkey, David K. & Hazel?Denton, E., 1995. "Quality of services and demand for health care in Nigeria: A multinomial probit estimation," Social Science & Medicine, Elsevier, vol. 40(11), pages 1527-1537, June.
- Martine Audibert & Yong He & Jacky Mathonnat, 2013.
"Two-Period Comparison of Healthcare Demand with Income Growth and Population Aging in Rural China: Implications for Adjustment of the Healthcare Supply and Development,"
- Jacky MATHONNAT & Yong HE & Martine AUDIBERT, 2013. "Two-Period Comparison of Healthcare Demand with Income Growth and Population Aging in Rural China: Implications for Adjustment of the Healthcare Supply and Development," Working Papers 201315, CERDI.
- Jacky MATHONNAT & Yong HE & Martine AUDIBERT, 2013.
"Multinomial and Mixed Logit Modeling in the Presence of Heterogeneity: A Two-Period Comparison of Healthcare Provider Choice in Rural China,"
- Martine Audibert & Yong He & Jacky Mathonnat, 2013. "Multinomial and Mixed Logit Modeling in the Presence of Heterogeneity: A Two-Period Comparison of Healthcare Provider Choice in Rural China," Working Papers halshs-00846085, HAL.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Ekkehart Schlicht).
If references are entirely missing, you can add them using this form.