Abstract
Despite the importance of breast milk, the prevalence of exclusive breastfeeding (EBF) in Nigeria is far lower than what has been recommended for developing countries. Worse still, the practise has been on downward trend in the country recently. This study was aimed at investigating the determinants and geographical variations of EBF in Nigeria. Any intervention programme would require a good knowledge of factors that enhance the practise. A pooled data set from Nigeria Demographic and Health Survey conducted in 1999, 2003, and 2008 were analyzed using a Bayesian stepwise approach that involves simultaneous selection of variables and smoothing parameters. Further, the approach allows for geographical variations at a highly disaggregated level of states to be investigated. Within a Bayesian context, appropriate priors are assigned on all the parameters and functions. Findings reveal that education of women and their partners, place of delivery, mother’s age at birth, and current age of child are associated with increasing prevalence of EBF. However, visits for antenatal care during pregnancy are not associated with EBF in Nigeria. Further, results reveal considerable geographical variations in the practise of EBF. The likelihood of exclusively breastfeeding children are significantly higher in Kwara, Kogi, Osun, and Oyo states but lower in Jigawa, Katsina, and Yobe. Intensive interventions that can lead to improved practise are required in all states in Nigeria. The importance of breastfeeding needs to be emphasized to women during antenatal visits as this can encourage and enhance the practise after delivery.
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References
Gartner, L. M., Morton, J., Lawrence, R. A., et al. (2005). Breastfeeding and the use of human milk. Pediatrics, 115(2), 496–506.
Ip, S., Chung, M., Raman, G., et al. (2007). Breastfeeding and maternal and infant health outcomes in developed countries. Rockville, MD: Agency for Healthcare Research and Quality, U.S. Department of Health and Human Services.
Amerian Academy of Pediatrics. (2012). Breastfeeding and the use of human milk. Pediatrics, 129(3), e827–e841. doi:10.1542/peds.2011-3552.
McCarthy, J., & Maine, D. (1992). The framework for analyzing the determinates of maternal mortality. Studies in Family Planning, 23(1), 23–33.
WHO/UNICEF. (2009). Global action plan for prevention and control of pneumonia (GAPP). http://www.unicef.org/media/files/GAPP3_web.pdf. Accessed April 7, 2012.
GSS, GHS, ICF Macro. (2009). Ghana demographic and health survey 2008. Accra, Ghana: Ghana Statistical Service, Ghana Health Service and ICF Macro.
KNBS, ICF Macro. (2010). Kenya demographic and health survey 2008–09. Calverton, MD: Kenya National Bureau of Statistics and ICF Macro.
National Population Commission, ICF Macro. (2004). Nigeria Demographic and Health Survey, 2004. Abuja, Nigeria: National Population Commission and ICF Macro.
National Population Commission, ICF Macro. (2009). Nigeria Demographic and Health Survey, 2008. Abuja, Nigeria: National Population Commission and ICF Macro.
NPC. (2004). National policy on population for sustainable development. Abuja, Nigeria: National Population Commission.
Kunz, C., Rodriquez-Palmero, M., Koletzko, B., et al. (1999). Nutritional and biochemical properties of human milk, part I: General aspect, proteins, and carbohydrates. Clinics in Perinatology, 26(2), 307–333.
Jones, G., Steketee, R., Black, R., et al. (2003). How many child deaths can we prevent this year. Lancet, 362(19), 65–71.
Suwal, J. V. (2001). The main determinants of infant mortality in Nepal. Social Science and Medicine, 53, 1667–1681.
Tan, K. L. (2011). Factors associated with exclusive breastfeeding among infants under six months of age in Peninsular Malaysia. International Breastfeeding Journal, 6(2). doi:10.1186/1746-4358-6-2.
Agho, K. E., Dibley, M. J., Odiase, J. I., et al. (2011). Determinants of exclusive breastfeeding in Nigeira. BMC Pregnancy and Childbirth, 11(2). doi:10.1186/1471-2393-11-2.
Matias, S. L., Nommsen-Rivers, L. A., & Dewey, K. G. (2012). Determinates of exclusive breastfeeding in a cohort of primiparous Periurban Peruvian mothers. Journal of Human Lactation, 28(1), 45–54.
Perez-Escamilla, R., Lutter, C., Segall, M., et al. (1995). Exclusive breast-feeding duration is associated with attitudinal, socioeconomic and biocultural determinates in three Latin American countries. Journal of Nutrition, 125, 2972–2984.
Ojefeitimi, E. O. (1981). Breast-feeding patterns in a Nigerian maternity centre. Clinical Pediatrics, 20, 412–414.
Davies-Adetugbo, A. A. (1997). Sociocultural factors and the promotion of exclusive breastfeeding in rural Yoruba communities of Osun State. Social Science and Medicine, 45, 113–125.
Goldstein, H. (2003). Multilevel statistical models (3rd ed.). London: Oxford University Press.
Diggle, P. J., Tawn, J. A., & Moyeed, R. A. (1998). Model-based geostatistics (with discussion). Applied Statistics, 47, 299–350.
Lang, S., & Brezger, A. (2004). Bayesian P-splines. Journal of Computational and Graphical Statistics, 13, 183–212.
Brezger, A., & Lang, S. (2006). Generalized structured additive regression based on Bayesian P splines. Computational Statistics & Data Analysis, 50, 967–991.
Besag, J., York, Y., & Mollie, A. (1991). Bayesian image restoration with two applications in spatial statistics (with discussion). Annals of the Institute of Statistical Mathematics, 43, 1–59.
Belitz, C., & Lang, S. (2008). Simultaneous selection of variables and smoothing parameters in structured additive regression models. Computational Statistics & Data Analysis, 53, 61–81.
Fahrmeir, L., Kneib, T., & Lang, S. (2004). Penalized structured additive regression for space-time data: A Bayesian perspective. Statistica Sinica, 14, 715–745.
Kneib, T., & Fahrmeir, L. (2007). A mixed model approach for geoadditive hazard regression. Scandinavian Journal of Statistics, 34, 207–228.
Belitz, C., Brezger, A., Kneib, T., et al. (2009). Software for Bayesian inference in structured and additive regression models, version 2.0.1. http://www.stat.uni-muenchen.de/~bayesx.
Osayande, C. (1998). Studies on exclusive breastfeeding: A report on associated factors in an African population. Journal of Tropical Pediatrics, 44, 172–173.
Lawoyin, T., Olawuyi, J. F., & Onadeko, M. O. (2001). Factors associated with exclusive breastfeeding in Ibadan, Nigeria. Journal of Human Lactation, 17(4), 321–325.
Venancio, S. I., & Monteiro, C. A. (2005). Individual and contextual determinants of exclusive breast-feeding in São Paulo, Brazil: A multilevel analysis. Public Health Nutrition, 9(1), 40–46.
Igbogboja, I. S., Odumodu, C. W., & Olarewaju, R. S. (1996). Breastfeeding pattern in Jos Nigeria before baby friendly hospital initiative. Journal of Tropical Pediatrics, 42, 178–179.
Sachdev, H. P. S., & Mehrptra, S. (1995). Predictors of exclusive breastfeeding in early infancy: Operational implications. Indian Pediatrics, 32, 1277–1296.
Ssenyonga, R., Muwonge, R., & Nankya, I. (2004). Better understanding of exclusive breastfeeding in the era of HIV/AIDS: A study of prevalence and factors associated with exclusive breastfeeding from birth, in Rakai, Uganda. Journal of Tropical Pediatric, 50(6), 348–352.
Alemayehu, T., Haidar, J., & Habte, D. (2009). Determinants of exclusive breastfeeding practices in Ethiopia. Ethiopia Journal of Health Development, 23(1), 12–18.
Chen, S. T. (1978). Infant feeding practices in Malaysia. Medical Journal of Malaysia, 33(2), 120–124.
Leung, T. F., Tam, W. H., Hung, E. C. W., et al. (2003). Socio-demographic and atopic factors affecting breastfeeding intention in Chinese mothers. Journal of Pediatric and Child Health, 39(6), 460–464.
Manandhar, D. S., Osrin, D., Shrestha, B. P., et al. (2004). Effect of a participatory intervention with women’s groups on birth outcomes in Nepal: Cluster-randomised controlled trial. Lancet, 364(9438), 970–979. doi:10.1016/S0140-6736(04)17021-9.
WHO. (2013). Breast is always best, even for HIV-positive mothers. World Health Organization. http://www.who.int/bulletin/volumes/88/1/10-030110/en/index.html. Accessed February 28, 2013.
Acknowledgments
The first author appreciates support from the National Council for Scientific and Technological Development (CNPq) and The Third World Academy of Science (TWAS) towards a post doctoral fellowship during which this study was carried out. We acknowledge Macro ORS/ICF International and the Nigeria National Population Commission for granting us access to the data analysed.
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Gayawan, E., Adebayo, S.B. & Chitekwe, S. Exclusive Breastfeeding Practice in Nigeria: A Bayesian Stepwise Regression Analysis. Matern Child Health J 18, 2148–2157 (2014). https://doi.org/10.1007/s10995-014-1463-6
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DOI: https://doi.org/10.1007/s10995-014-1463-6