CONTEXTUAL DETERMINANTS OF FERTILITY TRANSITIONS AMONG BLACK SOUTH AFRICAN WOMEN: A MULTI-LEVEL ANALYSIS

Ahuejere Leonard, Ishmael Kalule
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Abstract

Fertility declines (transitions) and their contextual determinants are concerns to the government and other stakeholders in South Africa. These are so, especially among the Black South African women of childbearing age. The South African Demographic Health Survey (SADHS) 2016 data was used to examine the role of three hierarchical layers of variables (individual, household and community level characteristics) in determining fertility transitions among Black South African women of childbearing age. Based on the Social-Ecological (SEM) and the Easterlin’s micro-economic models, the chi-squared test and multilevel logistic regression were performed at the bi-variate and multivariate levels of analysis. The multilevel logistic regression was performed using the generalised linear and latent mixed model (GLLAMM) to obtain fixed and random effects. Findings suggest that close to half (48.1%) of these women had low fertility levels (1-2 children) in South Africa. Those in rural areas had a higher fertility level (4 plus children), compared to those in urban areas. Factors such as mother’s age, employment and wealth status, owning a house with water and electricity, access and distance to health facilities and workers, etc., were strongly associated (significant) at different hierarchical model levels (p<0.05). Results of random effect revealed a non-existance (0.00%) of variations in their log odds of predicting fertility transitions across the communities (clusters/layers). The study recommends that these findings be considered in all programme and policy developments around the issue in South Africa.
南非黑人妇女生育过渡的背景决定因素:多层次分析
生育率下降(过渡)及其背景决定因素是南非政府和其他利益相关者关注的问题。情况就是如此,尤其是在育龄黑人南非妇女中。2016年南非人口健康调查(SADHS)的数据被用来研究三个层次变量(个人、家庭和社区层面的特征)在决定南非黑人育龄妇女生育过渡中的作用。基于社会生态(SEM)和伊斯特林(Easterlin)微观经济模型,在双变量和多变量水平上进行卡方检验和多水平逻辑回归分析。采用广义线性和潜在混合模型(GLLAMM)进行多水平逻辑回归,以获得固定和随机效应。研究结果表明,在南非,这些妇女中近一半(48.1%)的生育水平较低(1-2个孩子)。与城市地区相比,农村地区的生育率更高(4个以上子女)。在不同层次模型水平上,母亲年龄、就业和财富状况、拥有水电住房、卫生设施和工作人员的可及性和距离等因素呈显著相关(p<0.05)。随机效应的结果显示,它们预测群落(集群/层)生育过渡的对数赔率不存在(0.00%)变化。该研究建议在南非围绕该问题制定的所有方案和政策中考虑到这些调查结果。
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