Modeling timing of sexual debut among women in Zimbabwe using a geoadditive discrete-time survival approach

dc.contributor.authorBere, Alphonce
dc.contributor.authorMaposa, Innocent
dc.contributor.authorMatsena-Zingoni, Zvifadzo
dc.contributor.authorTwabi, Halima S.
dc.contributor.authorBatidzirai, Jesca M.
dc.contributor.authorSingini, Geoffrey C.
dc.contributor.authorMchunu, Nobuhle
dc.contributor.authorNasejje, Justine B.
dc.contributor.authorMoyo-Chilufya, Maureen
dc.contributor.authorOjifinni, Oludoyinmola
dc.contributor.authorNevhungoni, Portia
dc.contributor.authorMusekiwa, Alfred
dc.date.accessioned2025-05-23T07:06:28Z
dc.date.available2025-05-23T07:06:28Z
dc.date.issued2025-03
dc.descriptionDATA AVAILABILITY : The dataset generated and analysed during the current study are not publicly available since we received a data access letter from the DHS team https://dhsprogram.com/ specific to our project but are available from the DHS team upon request.
dc.description.abstractBACKGROUND : Early sexual debut has undesirable health consequences such as an increased risk of contracting sexually transmitted infections (STIs) including HIV, mental health problems, pregnancy-related complications and death including abortion-related deaths. Despite a global decline in adolescent birth rates, Zimbabwe continues to face a high prevalence of underage pregnancies, highlighting significant early sexual debut among Zimbabwean adolescents. This study examined the spatial variation and the demographic and socio-economic determinants of the timing of early sexual debut among Zimbabwean women. METHODS : Data for 9,882 Zimbabwean women of reproductive age were drawn from the 2015 Zimbabwe Demographic and Health Survey (ZDHS). We defined early sexual debut as having first sexual intercourse before the 18 years of age. A fully Bayesian geoadditive discrete-time survival model was used. Adjustments for unequal sampling probabilities were done using the provided survey weights. RESULTS : Our findings show that women with primary education (aOR = 0.62,95% Crl:0.47–0.81), secondary education (aOR = 0.25,95% Crl:0.19–0.33) and higher education (aOR = 0.06,95% Crl:0.04–0.09) had lower odds of early sexual debut than those with no education. In comparison to those with middle household wealth index, women with higher household wealth index (aOR = 0.83, 95% CrI: 0.71–0.98) had lower odds of early sexual initiation. On the other hand, women with lower household wealth index had higher likelihood of early sexual debut (aOR = 1.13, 95% CrI: 1.03–1.26) than those with middle household wealth index. The type of place of residence and birth year cohort did not have a significant association with the odds of early sexual debut. The hotspots of early sexual debut were in Matabeleland North and Matabeleland South provinces. CONCLUSION : To mitigate early sexual debut in Zimbabwe, targeted interventions are essential in Matabeleland North and Matabeleland South provinces as well as in the identified high-risk groups.
dc.description.departmentSchool of Health Systems and Public Health (SHSPH)
dc.description.librarianhj2025
dc.description.sdgSDG-05: Gender equality
dc.description.sdgSDG-03: Good health and well-being
dc.description.urihttps://bmcwomenshealth.biomedcentral.com/
dc.identifier.citationBere, A., Maposa, I., Matsena-Zingoni, Z. et al. Modeling timing of sexual debut among women in Zimbabwe using a Geoadditive Discrete-Time survival approach. BMC Women's Health 25, 137 (2025). https://doi.org/10.1186/s12905-025-03590-w.
dc.identifier.issn1472-6874 (online)
dc.identifier.other10.1186/s12905-025-03590-w
dc.identifier.urihttp://hdl.handle.net/2263/102488
dc.language.isoen
dc.publisherBioMed Central
dc.rights© The Author(s) 2025. Open Access. This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
dc.subjectSexually transmitted infection (STI)
dc.subjectEarly sexual debut
dc.subjectGeoadditive model
dc.subjectSpatial analysis
dc.subjectDiscrete-time survival
dc.subjectBayesian estimation
dc.subjectZimbabwe
dc.titleModeling timing of sexual debut among women in Zimbabwe using a geoadditive discrete-time survival approach
dc.typeArticle

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