ArticlePloS one2021
Mixed effects analysis of factors associated with health insurance coverage among women in sub-Saharan Africa.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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Who cites it
26 citing papers in PubMed.
- Equity in health insurance coverage among women with children under two years of age in Laos: a cross-sectional study of sociodemographic disparities and implications for universal health coverage.Journal of health, population, and nutrition · 2026Article
- Health insurance coverage and health service utilisation in Uganda: an analysis of the 2016 Uganda Demographic and Health Survey.BMC health services research · 2026Article
- Hidden inequities in universal health coverage: determinants of health insurance underutilization in Indonesia.BMC public health · 2026Article
- Examining the potential of mobile money-based health insurance for people living with HIV and hypertension or diabetes in Uganda.Frontiers in health services · 2026Article
- The role of health insurance on healthcare utilisation among women in Tanzania: insights from Tanzania demographic and health survey 2022.Archives of public health = Archives belges de sante publique · 2025Article
- Factors influencing the demand for individual voluntary private health insurance in Iran.Cost effectiveness and resource allocation : C/E · 2025Article
- Health insurance non-enrollment among women in Sierra Leone: A cross-sectional analysis of the 2019 Demographic and Health Survey.PloS one · 2025Article
- Universal health coverage for women of reproductive ages: a survey-based comprehensive assessment of service utilisation and health expenditure in Tanzania.BMJ public health · 2025Article
- Predictors of community-based health insurance enrollment among reproductive-age women in Ethiopia based on the EDHS 2019 dataset: a study using SHAP analysis technique, 2024.Frontiers in public health · 2025Article
- Article
- Spatial distribution and factors associated with health insurance subscription among women in Ghana.International health · 2024Article
- Utilizing maternal healthcare services: are female-headed households faring poorly?BMC pregnancy and childbirth · 2024Article
- Determinants of health insurance coverage among women in Mauritania: a multilevel analysis.BMC public health · 2024Article
- Determinants of healthcare insurance coverage among women of reproductive age in Tanzania: A multilevel mixed effect analysis.PloS one · 2024Article
- Assessing inequalities in publicly funded health insurance scheme coverage and out-of-pocket expenditure for hospitalization: findings from a household survey in Kerala.International journal for equity in health · 2023Article
- Health insurance coverage among women of reproductive age in rural Ghana: policy and equity implications.Health research policy and systems · 2023Article
- Towards achievement of Sustainable Development Goal 3: multilevel analyses of demographic and health survey data on health insurance coverage and maternal healthcare utilisation in sub-Saharan Africa.International health · 2023Article
- Predictors of national health insurance membership among the poor with different education levels in Indonesia.BMC public health · 2023Article
- Enrollment of reproductive age women in community-based health insurance: An evidence from 2019 Mini Ethiopian Demographic and Health Survey.Frontiers in public health · 2023Article
- Uptake of health insurance in Malawi in 2019-2020: evidence from the multiple indicator cluster survey.The Pan African medical journal · 2023Article
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Authors and funding
7 authors.
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Abstract
introductionIn the pursuit of achieving the Sustainable Development Goal targets of universal health coverage and reducing maternal mortality, many countries in sub-Saharan Africa have implemented health insurance policies over the last two decades. Given that there is a paucity of empirical literature at the sub-regional level, we examined the prevalence and factors associated with health insurance coverage among women in in sub-Saharan Africa. MATERIALS AND
methodsWe analysed cross-sectional data of 307,611 reproductive-aged women from the most recent demographic and health surveys of 24 sub-Saharan African countries. Bivariable and multivariable analyses were performed using chi-square test of independence and multi-level logistic regression respectively. Results are presented as adjusted Odds Ratios (aOR) for the multilevel logistic regression analysis. Statistical significance was set at p<0.05.
resultsThe overall coverage of health insurance was 8.5%, with cross-country variations. The lowest coverage was recorded in Chad (0.9%) and the highest in Ghana (62.4%). Individual-level factors significantly associated with health insurance coverage included age, place of residence, level of formal education, frequency of reading newspaper/magazine and watching television. Wealth status and place of residence were the contextual factors significantly associated with health insurance coverage. Women with no formal education were 78% less likely to be covered by health insurance (aOR = 0.22, 95% CI = 0.21-0.24), compared with those who had higher education. Urban women, however, had higher odds of being covered by health insurance, compared with those in the rural areas [aOR = 1.20, 95%CI = 1.15-1.25].
conclusionWe found an overall relatively low prevalence of health insurance coverage among women of reproductive age in sub-Saharan Africa. As sub-Saharan African countries work toward achieving the Sustainable Development Goal targets of universal health coverage and lowering maternal mortality to less than 70 deaths per 100,000 live births, it is important that countries with low coverage of health insurance among women of reproductive age integrate measures such as free maternal healthcare into their respective development plans. Interventions aimed at expanding health insurance coverage should be directed at younger women of reproductive age, rural women, and women who do not read newspapers/magazines or watch television.
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