Canaviri, Jose (2007): A Random Parameter Logit model for modeling Health Care Provider Choice in Bolivia.
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Abstract
In 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.
Item Type: | MPRA Paper |
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Institution: | Oklahoma State University |
Original Title: | A Random Parameter Logit model for modeling Health Care Provider Choice in Bolivia |
Language: | English |
Keywords: | Random Parameter Logit; Government and Private Health Facilities; Quality; Prices or User Fees |
Subjects: | I - Health, Education, and Welfare > I1 - Health > I19 - Other I - Health, Education, and Welfare > I1 - Health > I18 - Government Policy ; Regulation ; Public Health I - Health, Education, and Welfare > I1 - Health > I11 - Analysis of Health Care Markets |
Item ID: | 3263 |
Depositing User: | Jose Antonio Canaviri Zamora |
Date Deposited: | 18 May 2007 |
Last Modified: | 26 Sep 2019 19:22 |
References: | 1. Akin, John S.; Griffin, Charles C.; Guilkey, David K.; Popkin, Barry M. The Demand for Primary Health Care Services in the Bicol Region of the Philippines. Economic Development and Cultural Change, Vol. 34, No. 4. (Jul., 1986), pp. 755-782. 2. Akin, John S.; Guilkey, David K.; Denton, E. Hazel. Quality of services and demand for health care in Nigeria: a multinomial Probit estimation. Soc. Sci. Med. Vol. 40, No. 11, pp. 1527-1537, 1995. Elsevier Science Ltd. 3. Ayivor, Edward Carlos Kofi. An econometric study of the decision to seek medical care in west africa: a case study of the ghana danfa health project using discrete choice models (demand, logit). The University of Arizona, 1985, 317 pages; AAT 8512675. 4. Ben-Akiva, Moshe et al. Extended framework for modeling choice behavior. Marketing Letters; Aug 1999; 10, 3; ABI/INFORM Global pg. 187. 5. Bolduc, Denis; Lacroix, Guy; Muller, Christophe. The choice of medical providers in rural Bénin: a comparison of discrete choice models. Journal of Health Economics 15 (1996) 477-498. 6. Borah, Bijan J. A mixed logit model of health care provider choice: analysis of NSS data for rural India. Health Economics. Health Econ. 15: 915–932 (2006) 7. Canaviri, Jose A. Health Sector in Bolivia: Are There Debilities and Inefficiencies on It? Mimeo prepared at Oklahoma State University for MsC. in Economics – Independent Course. Spring, 2006. 8. Capdevila, Gustavo. Bolivia: wanted -- health care adapted to indigenous cultures. Global Information Network. New York: May 26, 2006. pg. 1 9. Dor, Avi; Gertler, Paul; Van Der Gaag, Jacques. Non price rationing and the choice of medical care providers in rural cote D`Ivoire. Journal of Health Economics 6 (1987) 291-304. North-Holland. 10. Geweke, John; Keane, Michael. Alternative Computational Approaches Multinomial Probit Model. The Review of Economics and Statistics, Vol. 76, No. 4. (Nov., 1994), pp. 609-632. 11. Gertler, P; Gaag, JVD. The Willingness to Pay for Medical Care: Evidence from Two Developing Countries. The World Bank: Washington, DC, USA, 1990. 12. Gerdtham, Ulf; Sogaard, Jes. An econometric analysis of health care expenditure: A cross-section study of the OECD countries. Journal of Health Economics I1 (1992) 63-84 North-Holland. 13. Gertler, Paul et al. Are user fees regressive? The Welfare Implications of Health Care Financing Proposals in Peru. Journal of Econometrics 36 (1987) 67-88. North-Holland. 14. Greene, William H; Hensher, David A. The Mixed Logit Model: The State of Practice and Warnings for the Unwary. www.pages.stern.nyu.edu/~wgreene/MixedLogitSOP.pdf. 15. Greene, William. Econometric Analysis. Prentice Hall. 3rd Edition, 1998. 16. Harris, Katherine; Keane, Michael. A model of health plan choice: Inferring preferences and perceptions from a combination of revealed preference and attitudinal data. Journal of Econometrics 89 (1999) 131Ð157. 17. Hausman, Jerry; McFadden, Daniel. Specification tests for the multinomial logit model. Econometrica (pre-1986); Sep 1984; 52, 5; ABI/INFORM Global. pg. 1219. 18. Hoch, Jeffrey et al. Something old, something new, something borrowed, something blue: a framework for the marriage of health econometrics and cost-efectiveness analysis. Health Economics. Health Econ. 11: 415–430 (2002). 19. Homedes, Nuria. Managing externally financed projects: The integrated Primary Health Care Project in Bolivia. Health Policy and Planning; Dec 2001; 16, 4; ABI/INFORM Global pg. 386. 20. Kaufman, Sharon et al. Old Age, Life Extension, and the Character of Medical Choice. The Journals of Gerontology; Jul 2006; 61B, 4; Research Library. pg. S175. 21. Keane, Michael. A Note on Identification in the Multinomial Probit Model. Journal of Business & Economic Statistics, Vol. 10, No. 2. (Apr., 1992), pp. 193-200. 22. Kenkel, Don. Consumer health information and the demand for medical care. The Review of Economics and Statistics, Vol. 72, No. 4. (Nov., 1990), pp. 587-595. 23. Kumar Sarma, Sisira. Three essays in health economics. Department of Economics. The University of Manitoba Winnipeg, Manitoba. 24. Lavy, Victor. Household responses to public health services: Cost and quality tradeoffs. The World Bank Research Observer. Cary: Feb 1996.Vol.11, Iss. 1; pg. 3, 20 pgs. 25. Medical Departmental College – Bolivia. Medical User fees Reference Book. 26. M2 Presswire. USAID: USAID awards $13 million for community health programs in Bolivia. Coventry: Jul 8, 2005. pg. 1 27. Li, Masako. Willingness to pay for medical care: Evidence from urban areas in Bolivia. The University of Wisconsin - Madison, 1993, 180 pages; AAT 9407366 28. Munkin, Murat; Trivedi, Pravin. Bayesian analysis of a self-selection model with multiple outcomes using simulation-based estimation: an application to the demand for healthcare. Journal of Econometrics 114 (2003) 197 – 220 29. Mwabu, Germano M. Nonmonetary Factors in the Household Choice of Medical Facilities. Economic Development and Cultural Change; Jan 1989; 37, 2; ABI/INFORM Global pg. 383. 30. Mwabu, Germano et al. Quality of Medical Care and Choice of Medical Treatment in Kenya: An Empirical Analysis. The Journal of Human Resources, Vol. 28, No. 4, Special Issue: Symposium on Investments in Women's Human Capital and Development. (Autumn, 1993), pp. 838-862. 31. Xing, Guibo. An Econometric Analysis of Veterans' Health Care Utilization. University at Albany, State University of New Cork. College of Arts & Sciences. Department of Economics, 2002. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/3263 |