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The Evolution of Socioeconomic-Related Inequalities in Maternal Healthcare Utilization: Evidence from Zimbabwe, 1994-2011

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  • Makate, Marshall
  • Makate, Clifton

Abstract

Inequalities in maternal healthcare are pervasive in the developing world, a fact that has led to questions about the extent of these inequalities across socioeconomic groups. Yet, despite a growing literature on maternal health across Sub-Saharan African countries, relatively little is known about the evolution of these inequalities over time for specific countries. This study sought to examine and document the trends in the inequalities in prenatal care use, professional delivery assistance, and the receipt of information on pregnancy complications in Zimbabwe. We assess the extent to which the observed inequalities have been pro-poor or pro-rich. The empirical analysis uses data from four rounds of the nationally representative Demographic and Health Survey for Zimbabwe conducted in 1994, 1999, 2005/06 and 2010/11. Three binary indicators were used as measures of maternal health care utilization; (1) the receipt of four or more antenatal care visits, (2) the use of professional delivery assistance, and (3) the receipt of information regarding pregnancy complications for the most recent pregnancy. We measure and explain inequalities in maternal health care use using Erreyger’s corrected concentration index. A decomposition analysis was conducted to determine the contributions of each determining factor to the measured inequalities. We found a significant and persistently pro-rich distribution of inequalities in professional delivery assistance and knowledge regarding pregnancy complications was observed between 1994 and 2010/11. Also, inequalities in prenatal care use were pro-rich in 1994, 2005/06 and 2010/11 periods and pro-poor in 1999. Furthermore, we stratified the results by rural or urban status. The results reveal a rising trend in observed inequalities in maternal health care use over time. Our findings suggest that addressing inequalities in maternal healthcare utilization requires coordinated public health policies targeting the more poor and vulnerable segments of the population in Zimbabwe.

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  • Makate, Marshall & Makate, Clifton, 2016. "The Evolution of Socioeconomic-Related Inequalities in Maternal Healthcare Utilization: Evidence from Zimbabwe, 1994-2011," MPRA Paper 83897, University Library of Munich, Germany, revised 12 Jan 2018.
  • Handle: RePEc:pra:mprapa:83897
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    1. Gyimah, Stephen Obeng & Takyi, Baffour K. & Addai, Isaac, 2006. "Challenges to the reproductive-health needs of African women: On religion and maternal health utilization in Ghana," Social Science & Medicine, Elsevier, vol. 62(12), pages 2930-2944, June.
    2. Erreygers, Guido, 2009. "Correcting the Concentration Index: A reply to Wagstaff," Journal of Health Economics, Elsevier, vol. 28(2), pages 521-524, March.
    3. Anindita Chakrabarti & Kausik Chaudhuri, 2007. "Antenatal and maternal health care utilization: evidence from northeastern states of India," Applied Economics, Taylor & Francis Journals, vol. 39(6), pages 683-695.
    4. Ellen Poel & Owen O'donnell & Eddy Doorslaer, 2009. "What explains the rural-urban gap in infant mortality: Household or community characteristics?," Demography, Springer;Population Association of America (PAA), vol. 46(4), pages 827-850, November.
    5. Owen O'Donnell & Eddy van Doorslaer & Adam Wagstaff & Magnus Lindelow, 2008. "Analyzing Health Equity Using Household Survey Data : A Guide to Techniques and Their Implementation," World Bank Publications - Books, The World Bank Group, number 6896.
    6. Grossman, Michael, 2006. "Education and Nonmarket Outcomes," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 10, pages 577-633, Elsevier.
    7. Hernández-Quevedo, Cristina & Masseria, Cristina, 2013. "Measuring income-related inequalities in health in multi-country analysis," LSE Research Online Documents on Economics 53576, London School of Economics and Political Science, LSE Library.
    8. Clarke, Philip M. & Gerdtham, Ulf-G. & Johannesson, Magnus & Bingefors, Kerstin & Smith, Len, 2002. "On the measurement of relative and absolute income-related health inequality," Social Science & Medicine, Elsevier, vol. 55(11), pages 1923-1928, December.
    9. Marion Devaux, 2015. "Income-related inequalities and inequities in health care services utilisation in 18 selected OECD countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(1), pages 21-33, January.
    10. Hajizadeh, Mohammad & Nandi, Arijit & Heymann, Jody, 2014. "Social inequality in infant mortality: What explains variation across low and middle income countries?," Social Science & Medicine, Elsevier, vol. 101(C), pages 36-46.
    11. Wagstaff, Adam, 2002. "Inequalities in health in developing countries - swimming against the tide?," Policy Research Working Paper Series 2795, The World Bank.
    12. van Doorslaer, Eddy & Wagstaff, Adam & Bleichrodt, Han & Calonge, Samuel & Gerdtham, Ulf-G. & Gerfin, Michael & Geurts, Jose & Gross, Lorna & Hakkinen, Unto & Leu, Robert E., 1997. "Income-related inequalities in health: some international comparisons," Journal of Health Economics, Elsevier, vol. 16(1), pages 93-112, February.
    13. Michael Grossman, 2015. "The Relationship between Health and Schooling: What’s New?," NBER Working Papers 21609, National Bureau of Economic Research, Inc.
    14. Gage, Anastasia J., 2007. "Barriers to the utilization of maternal health care in rural Mali," Social Science & Medicine, Elsevier, vol. 65(8), pages 1666-1682, October.
    15. Office of Health Economics, 2007. "The Economics of Health Care," For School 001490, Office of Health Economics.
    16. Wagstaff, Adam & van Doorslaer, Eddy & Watanabe, Naoko, 2003. "On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam," Journal of Econometrics, Elsevier, vol. 112(1), pages 207-223, January.
    17. David McKenzie, 2005. "Measuring inequality with asset indicators," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(2), pages 229-260, June.
    18. Magnus Lindelow, 2006. "Sometimes more equal than others: how health inequalities depend on the choice of welfare indicator," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 263-279, March.
    19. Wagstaff, Adam & Paci, Pierella & van Doorslaer, Eddy, 1991. "On the measurement of inequalities in health," Social Science & Medicine, Elsevier, vol. 33(5), pages 545-557, January.
    20. Eddy van Doorslaer & Xander Koolman, 2004. "Explaining the differences in income‐related health inequalities across European countries," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 609-628, July.
    21. Lu, Jui-fen R. & Leung, Gabriel M. & Kwon, Soonman & Tin, Keith Y.K. & Van Doorslaer, Eddy & O'Donnell, Owen, 2007. "Horizontal equity in health care utilization evidence from three high-income Asian economies," Social Science & Medicine, Elsevier, vol. 64(1), pages 199-212, January.
    22. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    23. Bago d'Uva, Teresa & Jones, Andrew M. & van Doorslaer, Eddy, 2009. "Measurement of horizontal inequity in health care utilisation using European panel data," Journal of Health Economics, Elsevier, vol. 28(2), pages 280-289, March.
    24. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    25. Adam Wagstaff & Eddy van Doorslaer, 2000. "Measuring and Testing for Inequity in the Delivery of Health Care," Journal of Human Resources, University of Wisconsin Press, vol. 35(4), pages 716-733.
    26. Van de Poel, Ellen & O'Donnell, Owen & Van Doorslaer, Eddy, 2007. "Are urban children really healthier? Evidence from 47 developing countries," Social Science & Medicine, Elsevier, vol. 65(10), pages 1986-2003, November.
    27. Jeffrey Alwang & Bradford F. Mills & Nelson Taruvinga, 2002. "Why Has Poverty Increased in Zimbabwe?," World Bank Publications - Books, The World Bank Group, number 14060.
    28. Adam Wagstaff, 2005. "The bounds of the concentration index when the variable of interest is binary, with an application to immunization inequality," Health Economics, John Wiley & Sons, Ltd., vol. 14(4), pages 429-432, April.
    29. Ellen van de Poel & Owen O'Donnell & Eddy van Doorslaer, 2007. "Are Urban Children really healthier?," Tinbergen Institute Discussion Papers 07-035/3, Tinbergen Institute.
    30. Grépin, Karen A. & Bharadwaj, Prashant, 2015. "Maternal education and child mortality in Zimbabwe," Journal of Health Economics, Elsevier, vol. 44(C), pages 97-117.
    31. Nazmul Alam & Mohammad Hajizadeh & Alexandre Dumont & Pierre Fournier, 2015. "Inequalities in Maternal Health Care Utilization in Sub-Saharan African Countries: A Multiyear and Multi-Country Analysis," PLOS ONE, Public Library of Science, vol. 10(4), pages 1-16, April.
    32. Navaneetham, K. & Dharmalingam, A., 2002. "Utilization of maternal health care services in Southern India," Social Science & Medicine, Elsevier, vol. 55(10), pages 1849-1869, November.
    33. Makate, Marshall & Makate, Clifton, 2016. "The causal effect of increased primary schooling on child mortality in Malawi: Universal primary education as a natural experiment," Social Science & Medicine, Elsevier, vol. 168(C), pages 72-83.
    34. Erreygers, Guido, 2009. "Correcting the Concentration Index," Journal of Health Economics, Elsevier, vol. 28(2), pages 504-515, March.
    35. Culyer, A. J. & Wagstaff, Adam, 1993. "Equity and equality in health and health care," Journal of Health Economics, Elsevier, vol. 12(4), pages 431-457, December.
    36. Owen O’Donnell & Stephen O’Neill & Tom Van Ourti & Brendan Walsh, 2016. "conindex: Estimation of concentration indices," Stata Journal, StataCorp LP, vol. 16(1), pages 112-138, March.
    37. Neddy Matshalaga, 2000. "Macroeconomic policies and their impact on health in Zimbabwe in the 1980s and 1990s: An analysis of the prevalence of diarrhoea, malnutrition, maternal mortality and access to health services," Development Southern Africa, Taylor & Francis Journals, vol. 17(5), pages 769-790.
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    Cited by:

    1. Makate, Marshall & Makate, Clifton, 2016. "Demand for prenatal care and its impact on neonatal, infant and child mortality in Zimbabwe: Evidence from the Demographic and Health Surveys," MPRA Paper 72805, University Library of Munich, Germany, revised 31 Jul 2016.
    2. Chipo Mutyambizi & Frederik Booysen & Andrew Stokes & Milena Pavlova & Wim Groot, 2019. "Lifestyle and socio-economic inequalities in diabetes prevalence in South Africa: A decomposition analysis," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-21, January.
    3. Conrad Murendo & Gamuchirai Murenje & Pepukai Prince Chivenge & Rumbidzai Mtetwa, 2021. "Financial Inclusion, Nutrition and Socio‐Economic Status Among Rural Households in Guruve and Mount Darwin Districts, Zimbabwe," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(1), pages 86-108, January.
    4. Dhammika Deepani Siriwardhana & Arunasalam Pathmeswaran & Ananda Rajitha Wickremasinghe, 2019. "Socioeconomic inequality and determinants of postnatal home visits made by public health midwives: An analysis of the Sri Lanka Demographic and Health Survey," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-15, April.

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    More about this item

    Keywords

    Socioeconomic-related inequality; maternal healthcare utilization; Erreygers concentration index; Zimbabwe;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality

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