Health Insurance and Maternal Healthcare Utilisation in Nepal: Evidence from the Nepal Demographic and Health Survey 2022
Lamsal, Y. R.; Hussen, A. M.; Browne, J. L.; Sagtani, R. A.
Show abstract
Background: Access to maternal healthcare services is essential for improving maternal and neonatal health outcomes. Health insurance can reduce financial barriers to healthcare access and may facilitate utilisation of maternal health services, and contextualized evidence can further support policy development and implementation. This study assessed the association between health insurance coverage and utilisation of antenatal care (ANC), institutional delivery, skilled birth attendance and postnatal care (PNC) services among women in Nepal. Methods: This study used data from the 2022 Nepal Demographic and Health Survey (NDHS), a nationally representative cross-sectional survey. The analysis included women aged 15-49 years who had a live birth within the 24 months preceding the survey. Inverse probability of treatment weighting (IPTW) based on propensity scores was applied to balance measured socioeconomic and demographic characteristics between insured and uninsured women. Weighted marginal structural models were used to estimate the association between health insurance coverage and maternal healthcare utilisation outcomes. Robustness was assessed using alternative propensity score specifications and E-values for unmeasured confounding. Results: Among 14,845 women interviewed, 2,078 reported a recent live birth and were included in the analysis (unweighted; 1,998 when survey-weighted). Of these, 201 (9.7%) had health insurance coverage and 1,877 (90.3%) were uninsured. After adjustment using IPTW, health insurance coverage was associated with significantly higher utilisation of maternal healthcare services. Insured women had more than twice the odds of attending at least four ANC visits compared with uninsured women (AOR 2.14; 95% CI 1.15-3.98). Similarly, insured women had higher odds of receiving a PNC check-up within two days of delivery (AOR 2.05; 95% CI 1.28-3.27) and receiving PNC from a skilled provider (AOR 1.94; 95% CI 1.23-3.06). Although insurance coverage was positively associated with institutional delivery (AOR 1.55; 95% CI 0.91-2.62) and skilled birth attendance (AOR 1.57; 95% CI 0.90-2.72), these associations did not reach statistical significance. Conclusion: Health insurance coverage was associated with greater utilisation of antenatal and postnatal healthcare services among women in Nepal. However, no significant association was observed for institutional delivery or skilled birth attendance. Expanding health insurance coverage, particularly among underserved populations, may help improve maternal healthcare utilisation and support progress towards universal health coverage and maternal health-related Sustainable Development Goals.
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Determinants of facility-based childbirth among adolescents and young women in Guinea: a secondary analysis of the 2018 Demographic and Health Survey 96%
- The effect of health insurance coverage on antenatal care utilization in Cambodia: A secondary analysis of Cambodia Demographic and Health Survey 2021-2022 96%
- Quality of newborn care and associated factors: An analysis of the 2022 Kenya demographic and health survey 95%
Similar papers in this journal
- Health service utilisation lags behind maternal diseases or illnesses during pregnancy in rural south Ethiopia: A prospective cohort study 96%
- Home birth and associated factors in Nigeria: a comparative study of rural and urban settings based on the analysis of national population-based data 96%
- Estimates and determinants of health facility delivery in the Birhan cohort in Ethiopia 95%
Similar papers in this journal
- Inequities in Effective Coverage of Family Planning Services in Low-and Middle-Income Countries: Linking Households and Facility Surveys 95%
- Availability and readiness of healthcare facilities and their effects on under-five mortality in Bangladesh: Analysis of linked data 94%
- Effective coverage for maternal health: operationalizing effective coverage cascades for antenatal care and nutrition interventions for pregnant women in seven low- and middle-income countries 94%
Similar papers in this journal
- Persistence of geographic barriers to maternal care services following a health system strengthening initiative in rural Madagascar 95%
- Maternal and perinatal characteristics and outcomes of pregnancies complicated with COVID-19 in Kuwait 93%
- What are the mechanisms of effect of group antenatal care? A systematic realist review and synthesis of the literature 93%
Similar papers in this journal
- Exploring Multilevel Determinants of Stillbirth: A Comprehensive Analysis Across Sub-Saharan African Countries 95%
- Knowledge and use of lactational amenorrhea as a family planning method among adolescent mothers in Uganda: a secondary analysis of Demographic and Health Surveys between 2006 and 2016 95%
- Use of health care services during the Covid-19 pandemic in Ethiopia: Evidence from a health facility survey 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.