Individual and Systemic Factors of Under-five Mortality in Nigeria: A Cox Proportional Hazard Model
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DOI: https://doi.org/10.30564/mmpp.v5i3.5735
Abstract:Despite considerable efforts to reduce under-five mortality nationwide, Nigeria has fallen short of achieving the Millennium Development Goals (MDGs) target of 67 deaths per 1,000 live births by 2015. Of all the documented factors of under-five mortality, little evidence exists on the impact of systemic barriers and individual factors (maternal health-seeking behaviour) on under-five mortality in Nigeria. The study used a nationally representative sample from Nigeria Demographic and Health Survey (NDHS) 2013 dataset. The target population was 20,192 women aged 15-59 years who had given birth to 31,480 children five years before the survey. Stata software was used for data analysis. The risk of death was estimated using Cox proportional hazard models and results are presented as hazards ratios (HR) with 95% confidence intervals (CI). Findings from the overall Model I-IV revealed individual factors (maternal health-seeking indicators) as significant factors of under-five deaths (p < 0.05). Children whose mothers received antenatal care coverage (ANC) outside health care facilities (HCF) (HR: 1.60, CI: 1.0-2.4, p < 0.05); or delivered outside HCF (HR: 1.02, CI: 0.7-1.5, p < 0.05) had elevated hazard risk of death before age five. Conversely, children who were presented for postnatal check within two weeks of delivery (HR: 0.60, CI: 0.5-0.8, p < 0.05), or delivered within the longer birth interval (HR: 0.67, CI: 0.6-0.8, p < 0.001) had significantly lower hazard risk of death before age five. As part of systemic factors, children whose mothers were covered by health insurance scheme had significantly (HR: 0.52, CI: 0.2-1.2, p < 0.001) lower risk of death when compared with their counterparts without health insurance coverage. The study emphasized the need to revitalize strategies and programs to improve women health seeking behaviour and investment in the health sector through health insurance, infrastructure, and supplies.
References:[1] Morakinyo, O.M., Fagbamigbe, A.F., 2017. Neonatal, infant and under-five mortalities in Nigeria: An examination of trends and drivers (2003-2013). PLoS One. 12(8), e0182990. [2] Nigeria Demographic and Health Survey 2008 [Internet]. National Population Commission (NPC) [Nigeria] and ICF Macro; 2009. Available from: https://dhsprogram.com/pubs/pdf/fr222/fr222.pdf [3] Nigeria Demographic and Health Survey 2013 [Internet]. National Population Commission (NPC) [Nigeria] and ICF International; 2014. Available from: https://dhsprogram.com/pubs/pdf/fr293/fr293.pdf [4] Country Implementation Plan for United Nations Commission on Life-Saving Commodities for Women and Children [Internet]. Federal Republic of Nigeria; 2013. Available from: https://www.researchgate.net/publication/315811553_Country_Implementation_Plan_for_United_Nations_Commission_on_Life-Saving_Commodities_for_Women_and_Children [5] National Routine Immunization Strategic Plan 2013-2015 [Internet]. National Primary Health Care Development Agency; 2013. Available from: https://www.nitag-resource.org/resources/nigeria-national-routine-immunization-strategic-plan-2013-2015 [6] Integrated Maternal, Newborn and Child Health Strategy [Internet]. Federal Ministry of Health; 2007. Available from: https://maternalfigures.com/recwnX7ZBisPvWfnY [7] Health Reform Foundation of Nigeria, 2006. Nigerian health review. Health Reform Foundation of Nigeria: Abuja. [8] The National Strategic Health Development Plan Framework (2009-2015) [Internet]. TWG-NSHDP/Health sector development team; 2009. Available from: https://www.uhc2030.org/fileadmin/uploads/ihp/Documents/Country_Pages/Nigeria/Nigeria%20National%20Strategic%20Health%20Development%20Plan%20Framework%202009-2015.pdf [9] National Human Resources for Health Strategic Plan 2008 to 2012 [Internet]. Federal Republic of Nigeria; 2007. Available from: https://pdf4pro.com/cdn/nigeria-hrhstrategicplan-2008-2012-who-2b01b2.pdf [10]Saving Newborn Lives in Nigeria: Newborn Health in the Context of the Integrated Maternal, Newborn and Child Health Strategy [Internet]. Abuja: Federal Ministry of Health, Save the Children, ACCESS; 2009. Available from: https://www.healthynewbornnetwork.org/hnn-content/uploads/Situation-Analysis-Exec.-Summ..pdf [11] Orubuloye, I.O., Caldwell, J.C., 1975. The impact of public health services on mortality: A study of mortality differentials in a rural area of Nigeria. Population Studies. 29(2), 259-272. DOI: https://doi.org/10.1080/00324728.1975.10410203 [12]Griffiths, P., Madise, N., Whitworth, A., et al., 2004. A tale of two continents: A multilevel comparison of the determinants of child nutritional status from selected African and Indian regions. Health & Place. 10(2), 183-199. [13]Antai, D., 2010. Migration and child immunization in Nigeria: Individual-and community-level contexts. BMC Public Health. 10(1), 1-12. [14]Mosquera, P.A., Hernández, J., Vega, R., et al., 2012. Primary health care contribution to improve health outcomes in Bogota-Colombia: A longitudinal ecological analysis. BMC Family Practice. 13, 1-8. [15]Pison, G., Douillot, L., Duthé, G., et al., 2013. Successes and Failures in the Fight against Child Mortality in Sub-Saharan Africa: Lessons from Senegal [Internet]. Available from: https://www.ined.fr/en/publications/editions/document-travail/successes-failures-fight-child-mortality-africa/ [16]Okoro, P.E., Igwe, P.O., Ukachukwu, A.K., 2009. Childhood burns in south eastern Nigeria. African Journal of Paediatric Surgery. 6(1), 24-27. [17]Akinbami, F.O., Kolapo Hamzat, T.H., Orimadegun, A.E., et al., 2010. Body mass composition: A predictor of admission outcomes among hospitalized Nigerian under 5 children. Asia Pacific Journal of Clinical Nutrition. 19(3), 295-300. [18]Phathammavong, O., Ali, M., Souksavat, S., et al., 2010. Antenatal care among ethnic populations in Luang Namtha Province, Lao PDR. Southeast Asian Journal of Tropical Medicine and Public Health. 41(3), 705. [19]Sreeramareddy, C.T., Shankar, R.P., Sreekumaran, B.V., et al., 2006. Care seeking behaviour for childhood illness-a questionnaire survey in western Nepal. BMC International Health and Human Rights. 6(1), 1-10. [20]Statistics at a Glance: Nigeria [Internet]. UNICEF; 2013. [cited 2014 Aug 19]. Available from: https://www.medbox.org/document/unicef-statistics-at-a-glance-nigeria#GO [21]Akin, J.S., Guilkey, D.K., Hazel, E., 1995. Quality of services and demand for health care in Nigeria: A multinomial probit estimation. Social Science & Medicine. 40(11), 1527-1537. [22]Ruckert, A., Labonté, R., 2012. The global financial crisis and health equity: Toward a conceptual framework. Critical Public Health. 22(3), 267-279. [23]Global Health Observatory, Nigeria [Internet]. The World Health Organisation; 2013. [cited 2014 Jun 14]. Available from: http://apps.who.int/gho/data/view.main.ghe100-NGA?lang=en [24]Adeloye, D., David, R.A., Olaogun, A.A., et al., 2017. Health workforce and governance: The crisis in Nigeria. Human Resources for Health. 15(1), 1-8. [25]Child Survival: A Strategy for the African Region Report of the Regional Director [Internet]. WHO; 2006. Available from: https://www.afro.who.int/sites/default/files/sessions/working_documents/AFR-RC56-13%20Child%20Survival%20-%20Final.pdf [26]MDGs Acceleration Framework 2013 [Internet]. Federal Republic of Nigeria and UNDP; 2013. Available from: https://www.undp.org/nigeria/publications/mdgs-acceleration-framework-2013 [27]Onwudiegwu, U., Awowole, I., 2012. Current trends in perinatal Mortality in developing countries: Nigeria as a case study. Perinatal Mortality. 27. [28]Tipping, G., Segall, M., 1995. Health care seeking behaviour in developing countries: An annotated bibliography and literature review. Institute of Development Studies: Brighton, England. [29]Sheeran, P., Abraham, C., 1996. The health belief model. Predicting health behaviours: Research and practice with social cognition models. Open University Press: Buckingham. pp. 23-61. [30]Most Recent Stillbirth, Child and Adolescent Mortality Estimates [Internet]. Inter-Agency Group for Child Mortality Estimation; 2012. [cited 2014 Jun 14]. Available from: https://childmortality.org/ [31]World Factbook [Internet]. Wikimedia Foundation, Inc., [cited 2014 Nov 3]. Available from: http://en.wikipedia.org/wiki/The_World_Factbook [32]Whitworth, A., Stephenson, R., 2002. Birth spacing, sibling rivalry and child mortality in India. Social Science & Medicine. 55(12), 2107-2119. [33]Harttgen, K., Misselhorn, M. (editors), 2006. A Multilevel Approach to Explain Child Mortality and Undernutrition in South Asia and Sub-Saharan Africa. IAI Discussion Papers, No. 152; 2006 September 19; Georg-August-Universität Göttingen, Ibero-America Institute for Economic Research (IAI), Göttingen. [34]Ononokpono, D.N., Odimegwu, C.O., Imasiku, E., et al., 2013. Contextual determinants of maternal health care service utilization in Nigeria. Women & Health. 53(7), 647-668. [35]Parry, J., Mathers, J., Laburn-Peart, C., et al., 2007. Improving health in deprived communities: What can residents teach us?. Critical Public Health. 17(2), 123-136. [36]Adedini, S.A., Odimegwu, C., Imasiku, E.N., et al., 2015. Regional variations in infant and child mortality in Nigeria: A multilevel analysis. Journal of Biosocial Science. 47(2), 165-187. DOI: https://doi.org/10.1017/s0021932013000734 [37]Fernandes, C.M., Daya, M.R., Barry, S., et al., 1994. Emergency department patients who leave without seeing a physician: The Toronto Hospital experience. Annals of Emergency Medicine. 24(6), 1092-1096. [38]Dos Santos, L.M., Stewart, G., Rosenberg, N.M., 1994. Pediatric emergency department walk-outs. Pediatric Emergency Care. 10(2), 76-78. [39]Ahmad, O.B., Lopez, A.D., Inoue, M., 2000. The decline in child mortality: A reappraisal. Bulletin of the World Health Organization. 78, 1175-1191. [40]Cutler, D., Deaton, A., Lleras-Muney, A., 2006. The determinants of mortality. Journal of Economic Perspectives. 20(3), 97-120. [41]Fox, J., 2008. Cox Proportional-hazards Regression for Survival Data [Internet]. Available from: https://socialsciences.mcmaster.ca/jfox/Books/Companion-1E/appendix-cox-regression.pdf [42]Antai, D., 2011. Inequalities in under-5 mortality in Nigeria: Do ethnicity and socioeconomic position matter?. Journal of Epidemiology. 21(1), 13-20.