Evidence map›Paper›PMID 40016775›Full record

ArticleBMC health services research2025

Women's healthcare access: assessing the household, logistic and facility-level barriers in India.

Manas Ranjan Pradhan, Prasenjit De

Abstract read
In one paragraph

Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Manas Ranjan PradhanAssistant Professor, Department of Fertility and Social Demography, International Institute for Population Sciences (IIPS), Govandi Station Road, Deonar, Mumbai, 400088, Maharashtra, India.ORCID http://orcid.org/0000-0002-7011-894X
Prasenjit DeAssistant Professor, Department of Fertility and Social Demography, International Institute for Population Sciences (IIPS), Govandi Station Road, Deonar, Mumbai, 400088, Maharashtra, India. deprasen98@gmail.com.ORCID http://orcid.org/0009-0001-0764-1199

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEnsuring comprehensive and quality healthcare access is necessary to promote good health and well-being and to secure health equity. Barriers to healthcare access result in unmet health needs. Moreover, there is limited empirical evidence on specific types of barriers to women's general health-seeking in India. This study investigates women's perceived household-level, logistic, and facility-level barriers to healthcare access and its individual, household, and community-level determinants.

methodsThe study used data from the fifth round of the National Family Health Survey (NFHS-5), with a total sample of 108,785 women aged 15-49 drawn from the state module of the survey. The primary outcome variables were household, logistic, and facility-level barriers to healthcare access. A set of individual, household, and community-level predictors was assessed using multivariate binary logistic regression due to the dichotomous nature of the outcome variables. The adjusted odds ratio (AOR) with the corresponding 95% confidence intervals (CI) was used to present the regression results. The Hosmer-Lemeshow test and ROC curve statistics were carried out to enhance the robustness of the analysis and validity of the model.

resultsThe study found a considerable proportion of women (84%) with at least one perceived barrier to accessing healthcare, with significant inter-state variations. Facility-level (55%) and logistic barriers (51%) were the predominant obstacles to healthcare access. Women aged 35-49, with higher education levels, exposed to mass media, working in professional/technical/managerial/clerical jobs, access to bank accounts, having mobile phones, and from rich households had lower odds of perceived household, logistic, and facility-level barriers to healthcare access.

conclusionMost women perceive barriers to healthcare access, though a wide inter-state variation exists. Facility-level barriers such as the unavailability of drugs and healthcare providers are major concerns to healthcare access. Distance to health facilities continues to be a logistic barrier, along with getting money for treatment at the household level. Illiteracy, non-exposure to mass media, working in the agricultural sector, no access to a bank account and a mobile phone, rural residency, and poor wealth status are significant factors adversely affecting the perceived barriers to healthcare access. The findings recommend strengthening the existing health system and increasing health literacy among poor, less educated, and rural women to reduce disparity in healthcare access.

Indexed as

Health Services AccessibilityWomen's HealthAdolescentAdultFamily CharacteristicsFemaleHumansIndiaLogistic ModelsMiddle AgedSocioeconomic FactorsYoung AdultDeterminantsHealthcare accessIndiaPerceived barriersWomen

Identifiers

PMID40016775
PMCPMC11866841

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.