Spatial pattern and correlates of maternal healthcare utilization in the North Eastern Region of India: evidence from the National Family Health Survey, 2019–2021

Utilization of maternal healthcare services such as four or more antenatal care visits (4+ ANC), delivery by a skilled birth attendant (Del-SBA), and postnatal care (PNC) is crucial for better pregnancy outcomes and reducing maternal and child mortality. Northeast India faces serious maternal health issues as Assam records the highest maternal mortality ratio in the country. Therefore, the present study aims to examine the spatial patterns and determinants of maternal healthcare utilization in Northeast India. The choropleth mapping, bivariate analysis, and logistic regression were applied to the National Family Health Survey-5 data to assess the spatial pattern and determinants of maternal healthcare services utilization. We found that the levels of 4+ ANC, Del-SBA, and PNC were 49.7%, 79.1%, and 69.7%, respectively, in Northeast India, which is lesser than the national level. The state and district-level patterns indicate significant disparities in the utilization of 4+ ANC, PNC, and Del-SBA. Among north-eastern states, Manipur had the highest level of 4+ ANC, and Sikkim had the highest level of PNC and Del-SBA. On the other hand, Nagaland performs worst in utilizing all three maternal health services. Women with exposure to mass media, higher educational level, Hindu religion, rich wealth quintile and urban residence were significantly more likely to utilize maternal healthcare services than their counterparts. Additionally, beneficiaries of government programmes such as the Janani Suraksha Yojana, health insurance, and mother and child protection cards were significantly more likely to utilize maternal healthcare services. In conclusion, to increase maternal healthcare utilization in northeastern states, special attention is required for women belonging to poor wealth status, scheduled castes and scheduled tribes, living in rural areas, and having no education. In addition, raising awareness and tailored policy intervention is needed in Nagaland and districts closer to international borders.

Authors

Institutions

Publication Details

Journal
Discover Public Health
Published
2025-06-27
DOI
https://doi.org/10.1186/s12982-025-00660-0
Citations
1
Primary Topic
Global Maternal and Child Health
Type
article
Field-Weighted Citation Impact
3.49
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Spatial pattern and correlates of maternal healthcare utilization in the North Eastern Region of India: evidence from the National Family Health Survey, 2019–2021

Tejbir Singh Rana, A. W. Roy, Gajendra Nath Gupta, Sadanand Karun
1 citations
Discover Public Health
Global Maternal and Child Health
3.49
article

Spatial pattern and correlates of maternal healthcare utilization in the North Eastern Region of India: evidence from the National Family Health Survey, 2019–2021

Tejbir Singh Rana, A. W. Roy, Gajendra Nath Gupta, Sadanand Karun
article en
1 citations

Abstract

Utilization of maternal healthcare services such as four or more antenatal care visits (4+ ANC), delivery by a skilled birth attendant (Del-SBA), and postnatal care (PNC) is crucial for better pregnancy outcomes and reducing maternal and child mortality. Northeast India faces serious maternal health issues as Assam records the highest maternal mortality ratio in the country. Therefore, the present study aims to examine the spatial patterns and determinants of maternal healthcare utilization in Northeast India. The choropleth mapping, bivariate analysis, and logistic regression were applied to the National Family Health Survey-5 data to assess the spatial pattern and determinants of maternal healthcare services utilization. We found that the levels of 4+ ANC, Del-SBA, and PNC were 49.7%, 79.1%, and 69.7%, respectively, in Northeast India, which is lesser than the national level. The state and district-level patterns indicate significant disparities in the utilization of 4+ ANC, PNC, and Del-SBA. Among north-eastern states, Manipur had the highest level of 4+ ANC, and Sikkim had the highest level of PNC and Del-SBA. On the other hand, Nagaland performs worst in utilizing all three maternal health services. Women with exposure to mass media, higher educational level, Hindu religion, rich wealth quintile and urban residence were significantly more likely to utilize maternal healthcare services than their counterparts. Additionally, beneficiaries of government programmes such as the Janani Suraksha Yojana, health insurance, and mother and child protection cards were significantly more likely to utilize maternal healthcare services. In conclusion, to increase maternal healthcare utilization in northeastern states, special attention is required for women belonging to poor wealth status, scheduled castes and scheduled tribes, living in rural areas, and having no education. In addition, raising awareness and tailored policy intervention is needed in Nagaland and districts closer to international borders.

Discover Public HealthVol. 22(1)
University of Delhi (IN), International Institute for Population Sciences (IN)
Openalex Percentile: Top 9%
Global Maternal and Child Health
3.49
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.