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Simultaneity in the use of maternal-child health care and contraceptives: evidence from developing countries

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Demography

Abstract

This study examined the relationship between the use of maternal-child health (MCH) care and the use of contraceptives. The high correlation between the two may be due to the independent effect of one on the other or to an association of both with the same or similar background factors. We used structural equation models to examine the relationship between these two interventions. The data were derived from six Demographic and Health Surveys: Zimbabwe from Sub-Saharan Africa, Thailand from Asia, Egypt and Tunisia from North Africa, and Guatemala and Colombia from Latin America. The results show that in all six countries, the use of contraceptives and MCH care are significantly associated, independent of intervening factors; this finding suggests that families develop a joint demand for better-quality health and limited family size and translate these demands into action by using health services for mothers and for children and by voluntarily regulating fertility.

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References

  • Agarwal, K.K. 1994. “Determinants of Health and Family Planning Service Utilization: A Case Study of Tunisia.” Doctoral dissertation, Johns Hopkins University School of Public Health, Baltimore, MD.

    Google Scholar 

  • Ahmed, S. 1996. “Contraceptive Use and Maternal-Child Health Care Utilization: A Search for the Path of Joint Determination.” Doctoral dissertation, Johns Hopkins University School of Public Health, Baltimore, MD.

    Google Scholar 

  • Andersen, R. 1968. “A Behavioral Model of Families’ Use of Health Services.” Research Series No. 25, Center for Health Administration Studies, University of Chicago.

  • Becker, G.S. 1960. “An Economic Analysis of Fertility.” Pp. 209–31 in Demographic and Economic Change in Developed Countries—A Conference of the Universities-National Bureau Committee for Economic Research. Princeton, NJ: Princeton University Press.

    Google Scholar 

  • —. 1976. The Economic Approach to Human Behavior. Chicago: University of Chicago Press.

    Google Scholar 

  • Berry, W.D. 1984. Nonrecursive Causal Models. Sage University Paper Series on Quantitative Applications in the Social Sciences, 07–037. Beverly Hills, CA: Sage.

    Google Scholar 

  • Bollen, K.A. 1989. Structural Equations With Latent Variables. New York: John Wiley & Sons.

    Google Scholar 

  • Bollen, K.A., D.K. Guilkey, and T.A. Mroz. 1995. “Binary Outcomes and Explanatory Variables: Tests and Solutions With an Application to the Demand for Contraceptive Use in Tunisia.” Demography 32:111–31.

    Article  Google Scholar 

  • Browne, M.W. 1984. “Asymptotic Distribution Free Methods in Analysis of Covariance Structures.” British Journal of Mathematical and Statistical Psychology 37:62–83.

    Google Scholar 

  • Buekens P., A. Tsui, M. Kotelchuck, and J. Degraft-Johnson. 1995. “Tetanus Immunization and Prenatal Care in Developing Countries.” International Journal of Gynaecology and Obstetrics 48 (1):91–94.

    Article  Google Scholar 

  • Caldwell, J.C. 1986. “Routes to Low Mortality in Poor Countries.” Population and Development Review 12 (2):171–220.

    Article  Google Scholar 

  • Cleland, J., J.F. Phillips, S. Amin, and G.M. Kamal. 1994. The Determinants of Reproductive Change in Bangladesh: Success in a Challenging Environment. World Bank Regional and Sectoral Studies. Washington, DC: World Bank.

    Google Scholar 

  • Cleland, J. and C. Wilson. 1987. “Demand Theories of the Fertility Transition: An Iconoclastic View.” Population Studies 41 (1):5–30.

    Article  Google Scholar 

  • Coale, A.J. 1973. “The Demographic Transition.” Pp. 53–72 in International Population Confer ence, Liege 1973, Vol. 1. Liege, Belgium: International Union for the Scientific Study of Population.

    Google Scholar 

  • Dhrymes, P.J. 1994. Topics in Advanced Econometrics: Volume 2. Linear and Nonlinear Simultaneous Equations. New York: Springer-Verlag.

    Google Scholar 

  • Easterlin, R.A. 1975. “An Economic Framework for Fertility Analysis.” Studies in Family Planning 6 (March):54–63.

    Article  Google Scholar 

  • Easterlin, R.A. and E.M. Crimmins. 1985. The Fertility Revolution: A Supply-Demand Analysis. Chicago: University of Chicago Press.

    Google Scholar 

  • Fisher, F.M. 1961. “On the Cost of Approximate Specification in Simultaneous Equations.” Econometrica 29:139–70.

    Article  Google Scholar 

  • —. 1966. The Identification Problem in Econometrics. New York: McGraw-Hill.

    Google Scholar 

  • Geraci V.J. 1982. Simultaneous Equation Models With Measurement Error. New York: Garland.

    Google Scholar 

  • Institute for Resource Development (IRD). 1990. “An Assessment of DHS-I Data Quality.” DHS Methodological Reports No. 1. Calverton, MD: IRD/Macro Systems.

    Google Scholar 

  • Jöreskog, K.G. 1979. “Structural Equation Models in the Social Sciences: Specification, Estimation and Testing.” Pp. 105–27 in Advances in Factor Analysis and Structural Equation Models, edited by K.G. Jöreskog and D. Sörbom. Cambridge, MA: Abt Books.

    Google Scholar 

  • —. 1986. “Estimation of the Polyserial Correlation From Summary Statistics.” Mimeograph, Department of Statistics, University of Uppsala, Sweden.

    Google Scholar 

  • Jöreskog, K.G. and D. Sörbom. 1989. LISREL 7: A Guide to the Program and Application. Chicago: SPSS.

    Google Scholar 

  • McGuire, W.J. 1981. “The Theoretical Foundations of Campaigns.” Pp. 41–70 in Public Communication Campaigns, edited by W. Rice and W. Paisley. Beverly Hills, CA: Sage.

    Google Scholar 

  • Meijer, E. 1998. Structural Equation Models for Nonnormal Data. Leiden, the Netherlands: DSWO Press.

    Google Scholar 

  • Monteith, R.S., C.W. Warren, E. Stanziole, U.R. Lopez, and M.W. Oberle. 1987. “Use of Maternal and Child Health Services and Immunization Coverage in Panama and Guatemala.” Bulletin of the Pan American Health Organization 21 (2):1–15.

    Google Scholar 

  • Mosley, W.H. and I. Sirageldin. 1987. “The Effects of Family Planning on Improving Efficiency and Effectiveness of Health Services.” Paper presented at the International Conference on Better Health for Women and Children Through Family Planning, Nairobi, Kenya, October 5–9.

  • Mosley, W.H., R. Wong, and F.K. Shah. 1988. “Child Survival, Fertility Control and Population Growth in Developing Countries: Implication for Health and Policy Programs.” Unpublished manuscript. Johns Hopkins University, Baltimore, MD.

    Google Scholar 

  • Population Council. 1993. “Family Planning for Couples in Rural Areas—Tunisia.” In Operations Research Family Planning Database Project Summaries. New York: Population Council.

    Google Scholar 

  • Potter, J.E., O. Mojarro, and L. Nunez. 1987. “The Influence of Health Care on Contraceptive Acceptance in Rural Mexico.” Studies in Family Planning 18 (3):144–56.

    Article  Google Scholar 

  • Pullum, T.W. 1991. “The Relationship of Service Availability to Contraceptive Use in Rural Guatemala.” Working Paper. Calverton, MD: IRD/Macro Systems.

    Google Scholar 

  • Rosenfield, A. 1984. “The Integration of Health, Nutrition and Family Planning Services.” Unpublished paper. Center for Population and Family Health, Columbia University.

  • Rosenstock, I.M. 1974. “The Health Belief Model and Preventive Health Model. ” Health Education Monograph 2:354–86.

    Google Scholar 

  • Simmons, G.B. 1992. “Supply and Demand, Not Supply vs. Demand: Appropriate Theory for the Study of Effects of Family Planning Programmes on Fertility.” Pp. 59–77 in Family Planning Programmes and Fertility, edited by J.F. Phillips and J.A. Ross. Oxford, England: Clarendon Press.

    Google Scholar 

  • Stewart, K. and A.E. Sommerfelt. 1991. “Utilization of Maternity Care Services: A Comparative Study Using DHS Data.” Pp. 1645–68 in Proceedings of the Demographic and Health Surveys World Conference, Vol. 3. Calverton, MD: IRD/Macro Systems.

    Google Scholar 

  • Taylor, H.C. and B. Berelson. 1971. “Comprehensive Family Planning Based on Maternal/Child Health Services: A Feasibility Study for a World Program.” Studies in Family Planning 2 (2):22–54.

    Article  Google Scholar 

  • Taylor, C.E., R.S. Sarma, R.L. Parker, W.A. Reinke, and R. Faruqee, eds. 1983. Child and Maternal Health Services in Rural India, The Narangwal Experiment: Integrated Family Planning and Health Care, Vol. 2. Baltimore, MD: Johns Hopkins University Press.

    Google Scholar 

  • Verkuyl, D.A., S. Fawcus, J.A. Willis, and H. Mutusa. 1990. “Integration of FP Into Maternal and Child Health and Other Services at Harare Central Hospital.” Central African Journal of Medicine 36:311–15.

    Google Scholar 

  • Wansbeek, T. and E. Meijer. 2000. Measurement Error and Latent Variables in Econometrics. Amsterdam, North Holland: Elsevier Press.

    Google Scholar 

  • Warren, C.W., R.S. Monteith, J.T. Johnson, R. Santiso, F. Guerra, and M.W. Oberle. 1987. “Use of Maternal-Child Health Services and Contraception in Guatemala and Panama.” Journal of Biosocial Science 19:229–43.

    Article  Google Scholar 

  • Wiley, D.E. 1973. “The Identification Problem for Structural Equation Models With Unmeasured Variables.” Pp. 69–83 in Structural Equation Models in Social Sciences, edited by A.S. Goldberger and O.D. Duncan. New York: Academic Press.

    Google Scholar 

  • Wilopo, S.A. and W.H. Mosley. 1992. “The Relationship of Child Survival Intervention Programs to the Practice of Contraception: A Case Study in Indonesia.” Unpublished manuscript, Johns Hopkins University School of Hygiene and Public Health.

  • Winikoff, B. 1988. “Womeńs Health: An Alternative Prospective for Choosing Interventions.” Studies in Family Planning 19:197–214.

    Article  Google Scholar 

  • Wong, R. and K.K. Agarwal. 1993. “The Common Determinants of Utilization of Child Survival and Fertility-Control Interventions.” Pp. 81–96 in Proceedings of the International Union for the Scientific Study of Population (IUSSP), Montreal, Vol. 2. Leige, Belgium: IUSSP.

    Google Scholar 

  • Zerai, A. and A.O. Tsui. 1995. “The Relationship Between Prenatal Care and Subsequent Modern Contraceptive Use in Bolivia, Botswana, Egypt and Thailand.” Paper presented at the Annual Meeting of the Population Association of America, San Francisco, April 6–8.

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Correspondence to Saifuddin Ahmed.

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This study received financial support from a research training grant from the World Health Organization (WHO), Geneva. We thank the Human Reproduction Program, Division of WHO, and the Hopkins Population Center for their financial support and Stan Becker, Laura Caulfield, and Mei-Cheng Wang for their contribution in the study. The first author thanks Halida Hanum Akhter for her support to his doctoral program when this study was undertaken. We thank the anonymous reviewers for their comments and suggestions and to acknowledge the contribution of Barbara Entwisle in the overall improvement of this article through her suggestions and editorial comments.

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Ahmed, S., Mosley, W.H. Simultaneity in the use of maternal-child health care and contraceptives: evidence from developing countries. Demography 39, 75–93 (2002). https://doi.org/10.1353/dem.2002.0001

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