Evidence map›Paper›PMID 40756713›Full record

ArticleInternational journal of transgender health2025

MAHI: A multidimensional access to healthcare index for hijra, kothi, and transgender individuals.

Shamayeta Bhattacharya, Debarchana Ghosh

Abstract read
In one paragraph

Article in International journal of transgender health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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.

Shamayeta BhattacharyaDepartment of Community Engagement, Point Park University, Pittsburgh, USA.
Debarchana GhoshDepartment of Geography, University of Connecticut, Storrs, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Gender-diverse individuals encounter a greater number of barriers to healthcare access, stemming from stigma, insufficient awareness, unavailability of gender-affirming healthcare, limited social support, and minimal legal protections. These barriers have a differential impact on healthcare access for the hijra, kothi, or transgender (HKT) communities in India. Aim: We, first, developed a multidimensional access to healthcare index (MAHI) to assess disparities in access among HKT individuals; and second, identified the social (SDoH) and structural (STDoH) determinants of health that are associated with their access. Methods: Data on a variety of healthcare access questions were collected from a representative sample of HKT individuals ( Results: PCA identified six dimensions-affordability, acceptance, accommodation, accessibility, accompaniment, and awareness-that comprehensively described MAHI. The mean score of MAHI for participants was 42.0 (minimum = 19.6; maximum = 74.7) on a scale from 0 to 100 (where 0 represented best and 100 represented worst healthcare access). The mean MAHI scores varied by two SDoH, gender identity and educational qualifications ( Conclusion: The MAHI recommends six strategies for improving access and mitigating health disparities among the hijra, kothi, and transgender individuals in India. It underscores the significance of recognizing the diverse nature of gender identities in health research.

Indexed as

Acceptabilitygender-diverse communitiesgeospatial analysis multidimensional access to carestructural determinants of health

Identifiers

PMID40756713
PMCPMC12312206

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.