Abstract
This study examined the multilevel correlates of childhood mortality among women (aged 15–49 years) in Nigeria using pooled data from the 2003, 2008 and 2018 Nigeria Demographic and Health Surveys. This study considered 25,685 women who stated that they never lived outside their communities. Descriptive and multilevel regression analyses were performed. About 38% of the women reported losing at least a child. The individual-level correlates of childhood mortality were age, age at first birth, years of education, marital status and ethnicity. Household variables such as number of male children ever born (aIRR = 1.031; 95% CI = 1.026–1.036; p = 0.001), no bed net (aIRR = 1.052; 95% CI = 1.011–1.094; p = 0.012) and using biomass/charcoal (aIRR = 1.223; 95% CI = 1.013–1.475; p = 0.036) were positively associated with childhood mortality while wealth index was negatively correlated with childhood mortality. At the community level, lower childhood mortality was observed in South South region (aIRR = 0.853; 95% CI = 0.767–0.949; p = 0.003), but it was higher in North East (aIRR = 1.143; 95% CI = 1.050–1.244; p = 0.002), North West (aIRR = 1.440; 95% CI = 1.318–1.574; p = 0.001) and South East (aIRR = 1.156; 95% CI = 1.028–1.300; p = 0.016) respectively. Higher childhood mortality was associated positively with community poverty (medium: aIRR = 1.107; 95% CI = 1.013–1.210; p = 0.024), low ownership of piped water (aIRR = 1.128; 95% CI = 1.047–1.215; p = 0.002) and problematic distance to health facility (aIRR = 1.046; 95% CI = 1.006–1.088; p = 0.025). There is a need for more interventions to tackle multilevel drivers of child mortality in Nigeria.
Similar content being viewed by others
Data Availability
The NDHS data analysed in this study was obtained with permission from the DHS program. The data is accessible from the website https://dhsprogram.com/data/available-datasets.cfm.
References
Adedini, S. A. (2013). Contextual determinants of infant and child mortality in Nigeria, University of Witwatersrand, Johannesburg, SA [PhD Thesis]. PhD Thesis.
Adedini, S. A., Odimegwu, C., Imasiku, E. N., & Ononokpono, D. N. (2015a). Unmet need for family planning: Implication for under-five mortality in Nigeria. Journal of Health, Population, and Nutrition, 33(1), 187.
Adedini, S. A., Odimegwu, C., Imasiku, E. N., Ononokpono, D. N., & Ibisomi, L. (2015b). Regional variations in infant and child mortality in Nigeria: A multilevel analysis. Journal of Biosocial Science, 47(2), 165–187.
Adegboye, O. A., Kotze, D., & Adegboye, O. A. (2014). Multi-year trend analysis of childhood immunization uptake and coverage in Nigeria. Journal of Biosocial Science, 46(2), 225–239.
Adeolu, M., Akpa, O. M., Adeolu, A. T., & Aladeniyi, I. O. (2016). Environmental and socioeconomic determinants of child mortality: Evidence from the 2013 Nigerian demographic health survey. American Journal of Public Health Research, 4(4), 134–141.
Adepoju, A. O. (2015). Differential pattern in child mortality rate in rural. Nigeria Annual Research & Review in Biology 309–317. https://doi.org/10.9734/ARRB/2015/9643
Adugna, A. (2018). Determinants of the number of children born to reproductive women in Ethiopia: Sampling cluster based national spatial analysis of the 2016 Demographic and Health Survey Data. Journal of Geography and Geology, 10(4).
Akinyemi, J. O., Adebowale, A. S., Bamgboye, E. A., & Ayeni, O. (2015). Child survival dynamics in Nigeria: Is the 2006 child health policy target met? Nigerian Journal of Health Sciences, 15(1), 18–26. https://www.chs-journal.com/text.asp?2015/15/1/18/171378
Akinyemi, J. O., Odimegwu, C. O., & Banjo, O. O. (2017). Dynamics of maternal union dissolution and childhood mortality in sub-Saharan Africa. Development Southern Africa, 34(6), 752–770.
Antai, D. (2011). Regional inequalities in under-5 mortality in Nigeria: A population-based analysis of individual-and community-level determinants. Population Health Metrics, 9(1), 1–10.
Aregbeshola, B. S., & Khan, S. M. (2018). The relationship between health facility-based delivery and child mortality in Nigeria: Insights from 2013 Nigeria Demographic and Health Survey. American Journal of Public Health Research, 6(1), 4–10. https://doi.org/10.12691/ajphr-6-1-2
Ariyo, T., & Jiang, Q. (2021). Trends in the association between educational assortative mating, infant and child mortality in Nigeria. BMC Public Health, 21(1), 1493. https://doi.org/10.1186/s12889-021-11568-0
Barr, P. (2004). Guilt-and shame-proneness and the grief of perinatal bereavement. Psychology and Psychotherapy: Theory, Research and Practice, 77(4), 493–510.
Basu, A. M. (1989). Is discrimination in food really necessary for explaining sex differentials in childhood mortality? Population Studies, 43(2), 193–210. https://doi.org/10.1080/0032472031000144086
Bello, R. A., & Joseph, A. I. (2014). Determinants of child mortality in Oyo State. Nigeria. African Research Review, 8(1), 252–272.
Biradar, R., Patel, K. K., & Prasad, J. B. (2019). Effect of birth interval and wealth on under-5 child mortality in Nigeria. Clinical Epidemiology and Global Health, 7(2), 234–238. https://doi.org/10.1016/j.cegh.2018.07.006
Buor, D. (2003). Mothers’ education and childhood mortality in Ghana. Health Policy, 64(3), 297–309.
Edeme, R. K., Ifelunini, I. A., & S, O. O. (2015). Relationship between household income and child mortality in Nigeria. American Journal of Life Sciences, 2(6), 1. https://doi.org/10.11648/j.ajls.s.2014020604.11
Ekhator-Mobayode, U. E., & Abebe Asfaw, A. (2019). The child health effects of terrorism: Evidence from the Boko Haram Insurgency in Nigeria. Applied Economics, 51(6), 624–638.
Ezeh, O. K., Agho, K. E., Dibley, M. J., Hall, J. J., & Page, A. N. (2015). Risk factors for postneonatal, infant, child and under-5 mortality in Nigeria: A pooled cross-sectional analysis. British Medical Journal Open, 5(3), e006779.
Friede, A., Baldwin, W., Rhodes, P. H., Buehler, J. W., & Strauss, L. T. (1988). Older maternal age and infant mortality in the United States. Obstetrics and Gynecology, 72(2), 152–157.
Friedenreich, C. M. (1993). Methods for pooled analyses of epidemiologic studies. Epidemiology, 295–302.
Gayawan, E., Orunmoluyi, O. S., & Adegboye, O. A. (2022). Geostatistical patterns of comorbidity of diarrhea, acute respiratory infection, and stunting among under-five children in Nigeria. Mathematical Population Studies, 1–15.
Gayawan, E., & Turra, C. M. (2015). Mapping the determinants of child mortality in Nigeria: Estimates from mortality index. African Geographical Review, 34(3), 269–293.
Hammarberg, K., Zosel, R., Comoy, C., Robertson, S., Holden, C., Deeks, M., & Johnson, L. (2017). Fertility-related knowledge and information-seeking behaviour among people of reproductive age: A qualitative study. Human Fertility, 20(2), 88–95.
Kabir, A., Jahan, R., Islam, M. S., & Ali, R. (2001). The effect of child mortality on fertility. The Sciences, 1(6), 377–380.
Khan, A., & Cheri, L. (2016). An examination of poverty as the foundation of crisis in Northern Nigeria. Insight on Africa, 8(1), 59–71.
Kingsley, I. C., Charlie, I. -A. U., & Chidi, C. D. (2017). Socioeconomic determinants of under-five children health outcome among childbearing mothers in Abia state, Nigeria. International Journal of Sociology and Anthropology, 9(2), 17–27.
Kiross, G. T., Chojenta, C., Barker, D., & Loxton, D. (2021). Individual-, household- and community-level determinants of infant mortality in Ethiopia. PLoS One, 16(3), e0248501. https://doi.org/10.1371/journal.pone.0248501
Koenig, M. A., & D’Souza, S. (1986). Sex differences in childhood mortality in rural Bangladesh. Social Science & Medicine, 22(1), 15–22. https://doi.org/10.1016/0277-9536(86)90303-5
Kravdal, Ø. (2004). Child mortality in India: The community-level effect of education. Population Studies, 58(2), 177–192.
Ladusingh, L., & Singh, C. H. (2006). Place, community education, gender and child mortality in North-east India. Population, Space and Place, 12(1), 65–76.
Leckie, G., Browne, W. J., Goldstein, H., Merlo, J., & Austin, P. C. (2020). Partitioning variation in multilevel models for count data. Psychological Methods, 25(6), 787–801. https://doi.org/10.1037/met0000265
Lee, K. K., Bing, R., Kiang, J., Bashir, S., Spath, N., Stelzle, D., Mortimer, K., Bularga, A., Doudesis, D., & Joshi, S. S. (2020). Adverse health effects associated with household air pollution: A systematic review, meta-analysis, and burden estimation study. The Lancet Global Health, 8(11), e1427–e1434.
Mondal, M. N. I., Hossain, M. K., & Ali, M. K. (2009). Factors influencing infant and child mortality: A case study of Rajshahi District. Bangladesh. Journal of Human Ecology, 26(1), 31–39.
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. https://doi.org/10.1371/journal.pone.0182990
Muhuri, P., & Preston, S. (1991). Effects of family composition on mortality differentials by sex among children in Matlab.
National Bureau of Statistics and United Nations Children’s Fund. (2017). Nigeria Multiple Indicator Cluster survey (2016–2017), Survey finding Report, Abuja-Nigeria. NBS and UNICEF. https://www.unicef.org/nigeria/sites/unicef.org.nigeria/files/2018-09/Nigeria-MICS-2016-17.pdf
National Population Commission - NPopC, & ORC Macro. (2004). Nigeria Demographic and Health Survey 2003. http://dhsprogram.com/pubs/pdf/FR148/FR148.pdf
National Population Commission (NPopC), & ICF Macro. (2009). Nigeria demographic and health survey 2008. National Population Commission, ICF Macro.
National Population Commission (NPopC), & ICF Macro. (2019). Nigeria demographic and health survey 2018. NPC, ICF.
Nyaramba, J. T. (2017). Determinants of socioeconomic inequality in Under-Five mortality in Kenya [PhD Thesis]. University of Nairobi.
Okunlola, D. A., Bolarinwa, O. A., Alawode, O. A., & Adetutu, O. M. (2020). Determinants of non-participation in labour force among women of reproductive age in Nigeria. African Population Studies, 34(2).
Olawuwo, S., Forcheh, N., & Setlhare, S. (2018). Individual, household and community-level effects of infant and child mortality in Nigeria: A logistic regression approach. Global Journal of Health Science, 10(10), 136–151.
Ononokpono, D. N., Odimegwu, C. O., Adedini, S. A., & Imasiku, E. N. (2016). Ethnic diversity and maternal health care in Nigeria. Women’s Reproductive Health, 3(1), 45–59.
Ononokpono, D. N., Odimegwu, C. O., Imasiku, E., & Adedini, S. (2013). Contextual determinants of maternal health care service utilization in Nigeria. Women & Health, 53(7), 647–668.
Ononokpono, D. N., Odimegwu, C. O., Imasiku, E. N., & Adedini, S. A. (2014). Does it really matter where women live? A multilevel analysis of the determinants of postnatal care in Nigeria. Maternal and Child Health Journal, 18(4), 950–959.
Pérez-Mesa, D., Marrero, G. A., & Darias-Curvo, S. (2020). Child health inequality and opportunities in Sub-Saharan Africa. Society for the Study of Economic Inequality.
Pradhan, M., Sahn, D. E., & Younger, S. D. (2003). Decomposing world health inequality. Journal of Health Economics, 22(2), 271–293.
Roberman, J., Emeto, T. I., & Adegboye, O. A. (2021). Adverse birth outcomes due to exposure to household air pollution from unclean cooking fuel among women of reproductive age in Nigeria. International Journal of Environmental Research and Public Health, 18(2), 634.
Roser, M., Ritchie, H., & Dadonaite, B. (2013). Child and infant mortality. Our World in Data. https://ourworldindata.org/child-mortality
Salawu, M. M., Afolabi, R. F., Gbadebo, B. M., Salawu, A. T., Fagbamigbe, A. F., & Adebowale, A. S. (2021). Preventable multiple high-risk birth behaviour and infant survival in Nigeria. BMC Pregnancy and Childbirth, 21(1), 345. https://doi.org/10.1186/s12884-021-03792-8
Samuel, G., & Amoo, E. (2014). A statistical analysis of child mortality: Evidence from Nigeria. Journal of Demography and Social Statistics, 1, 110–120.
Say, L., & Raine, R. (2007). A systematic review of inequalities in the use of maternal health care in developing countries: Examining the scale of the problem and the importance of context. Bulletin of the World Health Organization, 85, 812–819.
Shifa, G. T., Ahmed, A. A., & Yalew, A. W. (2018). The relationship between under-five child death and maternal mental distress in Gamo Gofa Zone, Southern Ethiopia: A community based comparative cross-sectional study. BMC Women’s Health, 18(1), 1–12.
Smith-Warner, S. A., Spiegelman, D., Ritz, J., Albanes, D., Beeson, W. L., Bernstein, L., Berrino, F., Van Den Brandt, P. A., Buring, J. E., & Cho, E. (2006). Methods for pooling results of epidemiologic studies: The pooling project of prospective studies of diet and cancer. American Journal of Epidemiology, 163(11), 1053–1064.
Solanke, B. L., & Rahman, S. A. (2018). Multilevel analysis of factors associated with assistance during delivery in rural Nigeria: Implications for reducing rural-urban inequity in skilled care at delivery. BMC Pregnancy and Childbirth, 18(1), 1–15.
Syamala, T. S. (2001). Relationship between infant and child mortality and fertility—An enquiry into goan women. The Indian Journal of Pediatrics, 68(12), 1111–1115.
Titilayo, A., Anuodo, O. O., & Palamuleni, M. E. (2017). Family type, domestic violence and under-five mortality in Nigeria. African Health Sciences, 17(2), 538–548. https://doi.org/10.4314/ahs.v17i2.30
UN-IGME. (2019). Mortality rate, under-5 (per 1,000 live births) | Data. https://data.worldbank.org/indicator/SH.DYN.MORT?most_recent_value_desc=true
UN-IGME. (2020). Level & Trends of Child Mortality: Report 2020, Estimates by the United Nations Inter-agency Group for Child Mortality Estimation.
Wall, L. L. (1998). Dead mothers and injured wives: The social context of maternal morbidity and mortality among the Hausa of northern Nigeria. Studies in Family Planning, 341–359.
Wolf, J., Hunter, P. R., Freeman, M. C., Cumming, O., Clasen, T., Bartram, J., Higgins, J. P., Johnston, R., Medlicott, K., & Boisson, S. (2018). Impact of drinking water, sanitation and handwashing with soap on childhood diarrhoeal disease: Updated meta-analysis and meta-regression. Tropical Medicine & International Health, 23(5), 508–525.
Yaya, S., Ekholuenetale, M., Tudeme, G., Vaibhav, S., Bishwajit, G., & Kadio, B. (2017). Prevalence and determinants of childhood mortality in Nigeria. BMC Public Health, 17(1), 1–7.
Author information
Authors and Affiliations
Contributions
Conceptualisation: David A. Okunlola; methodology: David A. Okunlola; formal analysis and investigation: David A. Okunlola; writing (original draft): Oluwatobi A. Alawode, Abayomi F. Awoleye and David A. Okunlola; critical review and editing: Oyelola Adegboye.
Corresponding author
Ethics declarations
Ethics Approval
Permission to use the 2018 Nigeria Demographic and Health Survey was sought from and granted by the MEASURE DHS. No attempt was made to identify the respondents or communities that took part in the survey. The data had been anonymised before the data request use was made. Findings from the study are not expected to cause injury or harm to the individuals or communities represented in the study.
Consent to Participate
Not applicable.
Consent to Publish
Not applicable.
Conflict of Interest
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Okunlola, D.A., Alawode, O.A., Awoleye, A.F. et al. Exploring the Hierarchies: Multilevel Correlates of Child Mortality in Nigeria and Implications for Interventions. Glob Soc Welf 9, 131–139 (2022). https://doi.org/10.1007/s40609-022-00225-y
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40609-022-00225-y