School of Population and Development Sciences, University of Kinshasa, Kinshasa, Democratic Republic of the Congo.
Department of Epidemiology and Biostatistics, University of Gondar, Gondar, Ethiopia.
PLoS One. 2023 Mar 16;18(3):e0283236. doi: 10.1371/journal.pone.0283236. eCollection 2023.
High-risk fertility behaviour remains a major public health in the Democratic Republic of the Congo, like other sub-Saharan Africa countries, especially because Total Fertility Rate (TFR) is very high in the country, estimated at 6.6 children. Despite the commendable progress in reducing maternal deaths in the region, sub-Saharan Africa is still lagging very behind compared with other regions. Yet, high-risk fertility behaviours are pivotal to improve maternal and child health. This study aims to assess geographical variations of, and to identify risk factors associated with high-risk fertility behaviours among married women in the Democratic Republic of the Congo using the 2013-14 Demographic and Health Survey.
Overall, 11,497 married women were selected from a nationally representative using a two-stage sampling design. Standard logistic regressions were performed to identify individual- and household/community-level factors associated with high-risk fertility behaviours. Additionally, interactions between women's age and education, and urban residence were tested. Bernoulli based spatial scan statistics were used to identify the presence of high-risk fertility behaviours spatial clusters using Kulldorff's SaTScan version 9.6 software. ArcGIS 10.7 was used to visualize the spatial variations of high-risk fertility behaviours. Geographically weighted regression (GWR) analysis was employed using Multiscale GWR version 2.0 software.
Findings indicated that more than two-third of married women exhibited high-risk fertility behaviours in the Democratic Republic of the Congo. Multivariate logistic regression showed that education was negatively and significantly associated with the odds of high-risk fertility behaviours. In contrast, women's age significantly increased the odds of high-risk fertility behaviours. Interactions between urban residence and women's education and age confirmed the urban advantage identified from previous studies. Finally, high-risk fertility behaviours were highly clustered in the Northeastern provinces of the country.
The study showed that there were significant geographical variations of high-risk fertility behaviours across provinces in the Democratic Republic of the Congo. The paper also identified significant-high hot spots of high-risk fertility behaviours in the Northeastern provinces of the country. To reduce high-risk fertility behaviours, and ultimately improve maternal and child outcomes in the country, policymakers and health planners need to strategically address these inequalities. Finally, this paper highlighted the persistent needs of country-specific studies due to differences across sub-Saharan African countries in terms of social development and cultures.
与其他撒哈拉以南非洲国家一样,高风险生育行为仍然是刚果民主共和国的一个主要公共卫生问题,尤其是因为该国的总生育率(TFR)非常高,估计为 6.6 个孩子。尽管该地区在降低产妇死亡率方面取得了值得称赞的进展,但与其他地区相比,撒哈拉以南非洲仍严重滞后。然而,高风险生育行为对于改善母婴健康至关重要。本研究旨在使用 2013-14 年人口与健康调查评估刚果民主共和国已婚妇女高风险生育行为的地理差异,并确定与高风险生育行为相关的风险因素。
总体而言,使用两阶段抽样设计从全国代表性样本中选择了 11497 名已婚妇女。采用标准逻辑回归分析确定与高风险生育行为相关的个体和家庭/社区层面的因素。此外,还测试了妇女年龄和教育与城市居住之间的相互作用。使用 Kulldorff 的 SaTScan 版本 9.6 软件,基于 Bernoulli 的空间扫描统计数据来识别高风险生育行为的存在空间聚类。使用 ArcGIS 10.7 可视化高风险生育行为的空间变化。使用 Multiscale GWR 版本 2.0 软件进行地理加权回归(GWR)分析。
研究结果表明,刚果民主共和国超过三分之二的已婚妇女表现出高风险生育行为。多变量逻辑回归表明,教育与高风险生育行为的几率呈负相关且具有统计学意义。相反,妇女的年龄显著增加了高风险生育行为的几率。城市居住与妇女教育和年龄之间的相互作用证实了先前研究中确定的城市优势。最后,高风险生育行为在该国东北部省份高度聚集。
该研究表明,刚果民主共和国各省之间存在高风险生育行为的显著地理差异。本文还确定了该国东北部省份高风险生育行为的显著热点地区。为了降低高风险生育行为,最终改善该国的母婴结局,政策制定者和卫生规划者需要战略性地解决这些不平等问题。最后,本文强调了由于撒哈拉以南非洲国家在社会发展和文化方面存在差异,因此需要进行特定国家的研究。