ArticlePloS one2023
Factors associated with underutilization of antenatal care in India: Results from 2019-2021 National Family Health Survey.
Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis that pooled it.
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Who cites it
24 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Socioeconomic inequalities in access to maternal healthcare in South-Asian countries: A systematic review.PloS one · 2025Pooled it
- Trends and Inequities Related to Antenatal Care Utilization Among Pakistani Women From 1990 to 2019: An Insight From Demographic and Health Surveys.Journal of pregnancy · 2026Review
- A framework for combining morbidity and mortality to identify determinants of child health.Frontiers in public health · 2026Article
- Experiences of Healthcare Providers and Households Facing Healthcare Costs in Eastern Kasai/DR Congo: A Qualitative Analysis.ClinicoEconomics and outcomes research : CEOR · 2026Article
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- A systematic scoping review of health-seeking behavior and healthcare utilization in tribal communities of odisha, india: concentration on maternal and child health.BMC public health · 2025Article
- Receipt of adequate antenatal care and associated factors among women delivering in public hospitals, Afar region, Ethiopia.Scientific reports · 2025Article
- Assessment of antenatal care received and its association with different factors among the postnatal mothers: A cross-sectional study.Journal of family medicine and primary care · 2025Article
- Unraveling the complexity of selected adverse neonatal outcomes in India: a multilevel analysis using data from a nationally representative sample survey.BMC pregnancy and childbirth · 2025Article
- Utilization of full antenatal care among Scheduled Caste mothers in India, 2015-2021.BMC women's health · 2025Article
- Discordance of 3rd and 4th generation QuantiFERON-TB Gold assays by pregnancy stages in India.Journal of clinical tuberculosis and other mycobacterial diseases · 2025Article
- Trends and determinants of maternal health services utilization in India from 2015 to 2021.Scientific reports · 2025Article
- The impact of multidimensional poverty on antenatal care service utilisation in Malawi.Health economics review · 2025Article
- Predicting delayed antenatal care initiation among pregnant women in East Africa: using machine learning algorithms.Frontiers in global women's health · 2025Article
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- The early advantage: How antenatal care shapes cognitive development in India: Evidence from Young Lives, India.PLOS global public health · 2025Article
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- Leveraging health financing, digital health and self-care approaches to strengthen maternal health journeys in India: perspectives from Assam.Frontiers in global women's health · 2025Article
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Abstract
introductionDespite progress in recent years, full antenatal care utilization in India continues to be relatively low and inequitable, particularly between states and districts. In 2015-2016, for example, only 51% of women aged 15-49 in India attended antenatal care at least four times during pregnancy. Using data from the fifth iteration of India's National Family Health Survey, our study aims to explore factors related to the underutilization of antenatal care in India. MATERIALS AND
methodsData from the most recent live birth in the past five years among women aged 15-49 years were included in our analysis (n = 172,702). Our outcome variable was "adequate antenatal care visits", defined as four or more antenatal visits. Utilizing Andersen's behavioral model, 14 factors were identified as possible explanatory variables. We used univariate and multivariate binary logistic regression models to analyze the association between explanatory variables and adequate visits. Associations were considered statistically significant if p<0.05.
resultsOf the 172,702 women in our sample, 40.75% (95% CI: 40.31-41.18%) had an inadequate number of antenatal care visits. In multivariate analysis, women with less formal education, from poorer households and more rural areas had higher odds of inadequate visits. Regionally, women from Northeastern and Central states had higher odds of inadequate antenatal care utilization compared to those from Southern states. Caste, birth order, and pregnancy intention were also among the variables associated with utilization of antenatal care. DISCUSSION: Despite improvements in antenatal care utilization, there is cause for concern. Notably, the percentage of Indian women receiving adequate antenatal care visits is still below the global average. Our analysis also reveals a continuity in the groups of women at highest risk for inadequate visits, which may be due to structural drivers of inequality in healthcare access. To improve maternal health and access to antenatal care services, interventions aimed at poverty alleviation, infrastructure development, and education should be pursued.
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