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Heterogeneous impact of the "Seguro Popular" program on the utilization of obstetrical services in Mexico, 2001-2006: A multinomial probit model with a discrete endogenous variable

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  • Sosa-Rubí, Sandra G.
  • Galárraga, Omar
  • Harris, Jeffrey E.

Abstract

Objective We evaluated the impact of Seguro Popular (SP), a program introduced in 2001 in Mexico primarily to finance health care for the poor. We focused on the effect of household enrollment in SP on pregnant women's access to obstetrical services, an important outcome measure of both maternal and infant health.Data We relied upon data from the cross-sectional 2006 National Health and Nutrition Survey (ENSANUT) in Mexico. We analyzed the responses of 3890 women who delivered babies during 2001-2006 and whose households lacked employer-based health care coverage.Methods We formulated a multinomial probit model that distinguished between three mutually exclusive sites for delivering a baby: a health unit specifically accredited by SP; a non-SP-accredited clinic run by the Department of Health (Secretaría de Salud, or SSA); and private obstetrical care. Our model accounted for the endogeneity of the household's binary decision to enroll in the SP program.Results Women in households that participated in the SP program had a much stronger preference for having a baby in a SP-sponsored unit rather than paying out of pocket for a private delivery. At the same time, participation in SP was associated with a stronger preference for delivering in the private sector rather than at a state-run SSA clinic. On balance, the Seguro Popular program reduced pregnant women's attendance at an SSA clinic much more than it reduced the probability of delivering a baby in the private sector. The quantitative impact of the SP program varied with the woman's education and health, as well as the assets and location (rural vs. urban) of the household.Conclusions The SP program had a robust, significantly positive impact on access to obstetrical services. Our finding that women enrolled in SP switched from non-SP state-run facilities, rather than from out-of-pocket private services, is important for public policy and requires further exploration.

Suggested Citation

  • Sosa-Rubí, Sandra G. & Galárraga, Omar & Harris, Jeffrey E., 2009. "Heterogeneous impact of the "Seguro Popular" program on the utilization of obstetrical services in Mexico, 2001-2006: A multinomial probit model with a discrete endogenous variable," Journal of Health Economics, Elsevier, vol. 28(1), pages 20-34, January.
    • Handle: RePEc:eee:jhecon:v:28:y:2009:i:1:p:20-34
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    1. Emmanuel Skoufias & Susan Wendy Parker, 2001. "Conditional Cash Transfers and Their Impact on Child Work and Schooling: Evidence from the PROGRESA Program in Mexico," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2001), pages 45-96, August.
    2. Schwartz, J Brad & Akin, John S & Popkin, Barry M, 1988. "Price and Income Elasticities of Demand for Modern Health Care: The Case of Infant Delivery in the Philippines," The World Bank Economic Review, World Bank, vol. 2(1), pages 49-76, January.
    3. Wagstaff, Adam & Lindelow, Magnus & Jun, Gao & Ling, Xu & Juncheng, Qian, 2009. "Extending health insurance to the rural population: An impact evaluation of China's new cooperative medical scheme," Journal of Health Economics, Elsevier, vol. 28(1), pages 1-19, January.
    4. 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.
    5. Lorenzo Cappellari & Stephen P. Jenkins, 2006. "Calculation of multivariate normal probabilities by simulation, with applications to maximum simulated likelihood estimation," Stata Journal, StataCorp LP, vol. 6(2), pages 156-189, June.
    6. Ana C. Dammert, 2009. "Heterogeneous Impacts of Conditional Cash Transfers: Evidence from Nicaragua," Economic Development and Cultural Change, University of Chicago Press, vol. 58(1), pages 53-83, October.
    7. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    8. Partha Deb & Murat K. Munkin & Pravin K. Trivedi, 2006. "Bayesian analysis of the two‐part model with endogeneity: application to health care expenditure," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(7), pages 1081-1099, November.
    9. 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.
    10. Hoddinott, John & Skoufias, Emmanuel, 2004. "The Impact of PROGRESA on Food Consumption," Economic Development and Cultural Change, University of Chicago Press, vol. 53(1), pages 37-61, October.
    11. 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.
    12. Harsha Thirumurthy & Joshua Graff Zivin & Markus Goldstein, 2008. "The Economic Impact of AIDS Treatment: Labor Supply in Western Kenya," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 511-552.
    13. Bijan J. Borah, 2006. "A mixed logit model of health care provider choice: analysis of NSS data for rural India," Health Economics, John Wiley & Sons, Ltd., vol. 15(9), pages 915-932, September.
    14. Antonio Trujillo & Jorge Portillo & John Vernon, 2005. "The Impact of Subsidized Health Insurance for the Poor: Evaluating the Colombian Experience Using Propensity Score Matching," International Journal of Health Economics and Management, Springer, vol. 5(3), pages 211-239, September.
    15. Balia, Silvia & Jones, Andrew M., 2008. "Mortality, lifestyle and socio-economic status," Journal of Health Economics, Elsevier, vol. 27(1), pages 1-26, January.
    16. Leonard, Kenneth L, 2007. "Learning in Health Care: Evidence of Learning about Clinician Quality in Tanzania," Economic Development and Cultural Change, University of Chicago Press, vol. 55(3), pages 531-555, April.
    17. Meyerhoefer, Chad D. & Pylypchuk, Vuriy, 2008. "AJAE Appendix: Does Participation in the Food Stamp Program Increase the Prevalence of Obesity and Health Care Spending?," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 90(2), pages 1-6.
    18. Office of Health Economics, 2007. "The Economics of Health Care," For School 001490, Office of Health Economics.
    19. Lara Gitto & Domenico Santoro & Giuseppe Sobbrio, 2006. "Choice of dialysis treatment and type of medical unit (private vs public): application of a recursive bivariate probit," Health Economics, John Wiley & Sons, Ltd., vol. 15(11), pages 1251-1256, November.
    20. Hugh R. Waters, 1999. "Measuring the impact of health insurance with a correction for selection bias-a case study of Ecuador," Health Economics, John Wiley & Sons, Ltd., vol. 8(5), pages 473-483.
    21. Campo, Juan Carlos Chavez-Martin del, 2006. "Does Conditionality Generate Heterogeneity and Regressivity in Program Impacts? The Progresa Experience," Working Papers 127042, Cornell University, Department of Applied Economics and Management.
    22. A. C. Cameron & P. K. Trivedi & Frank Milne & J. Piggott, 1988. "A Microeconometric Model of the Demand for Health Care and Health Insurance in Australia," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 55(1), pages 85-106.
    23. Djebbari, Habiba, 2005. "The Impact on Nutrition of the Intrahousehold Distribution of Power," IZA Discussion Papers 1701, Institute of Labor Economics (IZA).
    24. Parker, Susan W. & Wong, Rebeca, 1997. "Household income and health care expenditures in Mexico," Health Policy, Elsevier, vol. 40(3), pages 237-255, June.
    25. Paul Gertler, 2004. "Do Conditional Cash Transfers Improve Child Health? Evidence from PROGRESA's Control Randomized Experiment," American Economic Review, American Economic Association, vol. 94(2), pages 336-341, May.
    26. Alejandro Gaviria & Carlos Medina & Carolina Mejia, 2006. "Assessing Health Reform in Colombia: From Theory to Practice," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2006), pages 29-72, August.
    27. Sapelli, Claudio & Vial, Bernardita, 2003. "Self-selection and moral hazard in Chilean health insurance," Journal of Health Economics, Elsevier, vol. 22(3), pages 459-476, May.
    28. José A. Pagán & Andrea Puig & Beth J. Soldo, 2007. "Health insurance coverage and the use of preventive services by Mexican adults," Health Economics, John Wiley & Sons, Ltd., vol. 16(12), pages 1359-1369, December.
    29. Antonio J. Trujillo, 2003. "Medical care use and selection in a social health insurance with an equalization fund: evidence from Colombia," Health Economics, John Wiley & Sons, Ltd., vol. 12(3), pages 231-246, March.
    30. Suraratdecha, Chutima & Saithanu, Somying & Tangcharoensathien, Viroj, 2005. "Is universal coverage a solution for disparities in health care?: Findings from three low-income provinces of Thailand," Health Policy, Elsevier, vol. 73(3), pages 272-284, September.
    31. Alejandro Gaviria & Carlos Medina & Carolina Mejía, 2006. "Evaluating The Impact Of Health Care Reform In Colombia: From Theory To Practice," Documentos CEDE 2647, Universidad de los Andes, Facultad de Economía, CEDE.
    32. Skoufias, Emmanuel, 2005. "PROGRESA and its impacts on the welfare of rural households in Mexico:," Research reports 139, International Food Policy Research Institute (IFPRI).
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    More about this item

    Keywords

    Maternal health Medical care finance developing economies Discrete choice models;

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O22 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Project Analysis
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • O54 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Latin America; Caribbean

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