ArticleJournal of education and health promotion2024
Social and demographic determinants of health insurance status in India: Evidence from a nationally representative cross-sectional survey.
Article in Journal of education and health promotion, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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Who cites it
3 citing papers in PubMed.
- Association of social determinants of health with opioid misuse among individuals with common psychiatric conditions.Psychiatry research communications · 2026Article
- Bridging the health insurance awareness gap: knowledge, perceptions, and utilization among patients at a tertiary care hospital in India.BMC public health · 2026Article
- Catastrophic health expenditure and commercial health insurance purchase: evidence from China.BMC health services research · 2026Article
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Authors and funding
3 authors.
Funding
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Abstract
backgroundOut-of-pocket medical expenses are a crucial metric for assessing how well the healthcare system is working toward obtaining universal health coverage in any country. In India, out-of-pocket expenses for health are relatively high compared to other developed countries due to a lack of alternative finance arrangements. The disparity in out-of-pocket medical expenses largely depends upon the public health expenditure, government policies, and level of health insurance coverage. MATERIALS AND
methodsThe study used a logit regression model to examine the association of the status of health insurance with socio and demographic variables using National Sample Survey 2018 data. The objective of the study is to analyze the impact of demographic variables on the status of health insurance in India.
resultsThis research found that education and occupation have a significant impact on the status of health insurance, among other demographic factors.
conclusionThese findings underscore the importance of targeted policies and interventions aimed at improving access to health insurance among specific demographic groups. Addressing disparities in health insurance coverage based on educational and occupational factors is essential for achieving equitable healthcare access and improved health outcomes in the country. Increasing awareness of health insurance reduces out-of-pocket medical expenses and subsequently brings down economic poverty.
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