Research

Abstract

Statistical modeling is essential for evidence-based decision-making in public health, especially in sub-Saharan Africa, where the prevalence of both communicable and noncommunicable diseases remains high. This chapter serves as an introduction to the book “Statistical Modelling for Evidence-Based Public Health: Case Studies in HIV Epidemiology and Child and Maternal Health.” It outlines the book’s structure and key themes while highlighting the use of advanced statistical techniques to analyze disease patterns, monitor health interventions, and optimize health policies. By connecting data science with public health, this chapter underscores the importance of robust analytical methods in enhancing healthcare outcomes and guiding policy decisions in resource-limited settings.

Original language	en
Pages (from-to)	1-14
Publication status	Published - 2025

UN SDGs

This research output contributes to the following United Nations (UN) Sustainable Development Goals (SDGs)

Access document

10.1007/978-3-031-97281-2_1

License

https://www.springernature.com/gp/researchers/text-and-data-mining

UN SDGs

This research output contributes to the following United Nations (UN) Sustainable Development Goals (SDGs)

Access document

10.1007/978-3-031-97281-2_1

License

https://www.springernature.com/gp/researchers/text-and-data-mining

M O Afolabi (2021). Developing World Bioethics, Vol. 21, (1), pp. 25.
https://doi.org/10.1111/dewb.12275
E K Ameyaw (2024). BMC Public Health, Vol. 24, (1), pp. 540.
https://doi.org/10.1186/s12889-024-18004-z
N Anderegg (2024). Infectious Disease Modelling, Vol. 9, (1), pp. 263.
https://doi.org/10.1016/j.idm.2024.01.006
L-G Bekker (2023). Nature Reviews Disease Primers, Vol. 9, (1), pp. 42.
https://doi.org/10.1038/s41572-023-00452-3
F Chammartin (2020). Bmj Open, Vol. 10, (5).
https://doi.org/10.1136/bmjopen-2019-035246
B H Chi (2013). Current HIV/AIDS Reports, Vol. 10, pp. 124.
https://doi.org/10.1007/s11904-013-0154-z
. .
https://doi.org/10.1007/978-3-031-11012-2_1
L Degenhardt (2023). The Lancet Global Health, Vol. 11, (5), pp. e659.
https://doi.org/10.1016/S2214-109X(23)00057-8
D K Ekouevi (2020). International Journal of Infectious Diseases, Vol. 95, pp. 162.
https://doi.org/10.1016/j.ijid.2020.02.016
P W Gething (2012). BMC Public Health, Vol. 12, pp. 1.
https://doi.org/10.1186/1471-2458-12-991
B Grinsztejn (2018). The Lancet HIV, Vol. 5, (3), pp. e136.
https://doi.org/10.1016/S2352-3018(18)30008-0
C Grollman (2014). Tropical Medicine & International Health, Vol. 19, (1), pp. 83.
https://doi.org/10.1111/tmi.12226
B A Hailu (2021). Scientific Reports, Vol. 11, (1), pp. 19544.
https://doi.org/10.1038/s41598-021-98671-9
G A Hamuza (2024). Malaria Journal, Vol. 23, (1), pp. 246.
https://doi.org/10.1186/s12936-024-05070-2
A Hatcher (2022). SSM-Mental Health, Vol. 2, pp. 100112.
https://doi.org/10.1016/j.ssmmh.2022.100112
T M Kaombe (2023). BMC Public Health, Vol. 23, (1), pp. 1674.
https://doi.org/10.1186/s12889-023-16544-4
. .
https://doi.org/10.1007/978-1-4939-9544-8_65-1
F A Kitole (2024). Global Social Welfare, Vol. 11, (2), pp. 123.
https://doi.org/10.1007/s40609-022-00241-y
A Kolekang (2021). BMC Pediatrics, Vol. 21, pp. 1.
https://doi.org/10.1186/s12887-021-02934-3
E L Korenromp (2019). PloS one, Vol. 14, (2).
https://doi.org/10.1371/journal.pone.0211720
A Langer (2015). The Lancet, Vol. 386, (9999), pp. 1165.
https://doi.org/10.1016/S0140-6736(15)60497-4
R-S Mboumba Bouassa (2017). Expert Review of Anti-infective Therapy, Vol. 15, (6), pp. 613.
https://doi.org/10.1080/14787210.2017.1322902
E Nicol (2023). AIDS and Behavior, Vol. 27, (4), pp. 1068.
https://doi.org/10.1007/s10461-022-03844-w
L Palk (2018). BMC Medicine, Vol. 16, pp. 1.
https://doi.org/10.1186/s12916-018-1006-x
M D Rothman (2008). Journal of the American Geriatrics Society, Vol. 56, (12), pp. 2211.
https://doi.org/10.1111/j.1532-5415.2008.02008.x
O Sankoh (2020). The Lancet Global Health, Vol. 8, (1), pp. e33.
https://doi.org/10.1016/S2214-109X(19)30442-5
C-H Shrader (2021). AIDS and Behavior, Vol. 25, pp. 1636.
https://doi.org/10.1007/s10461-020-03080-0
. .
UNAIDS GH (2023). Aids statistics—fact sheet. 2022. Available on: https://www.unaids.org/sites/default/files/media_asset/UNAIDS_FactSheet_en.pdf
. .
WHO U (2023). UNFPA. WHO 2.

UN SDGs

This research output contributes to the following United Nations (UN) Sustainable Development Goals (SDGs)

Access document

10.1007/978-3-031-97281-2_1

License

https://www.springernature.com/gp/researchers/text-and-data-mining

About UNIMA research

Research discovery