Evidence map›Paper›PMID 41353555›Full record

ArticleBMC health services research2025

Toward inclusive primary health care: understanding health needs of women in India's informal economy through a socioecological framework.

Ankit Sheth, Rakesh Balachandar, Ankit Viramgami, Anuj Dave, Ekta Ram, Zulekha Khalil, Mahendra Thakor

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 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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

2 citing papers in PubMed.

  1. Systematic review of health challenges experienced by Indian women engaged in informal labor.Journal of occupational medicine and toxicology (London, England) · 2026
    Review
  2. Review
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

7 authors.

Ankit ShethICMR-National Institute of Occupational Health, Ahmedabad, 380016, India.ORCID http://orcid.org/0000-0002-7766-6543
Rakesh BalachandarICMR - Regional Occupational Health Centre (South), Bengaluru, 562110, India.
Ankit ViramgamiICMR-National Institute of Occupational Health, Ahmedabad, 380016, India.
Anuj DaveICMR-National Institute of Occupational Health, Ahmedabad, 380016, India.
Ekta RamICMR-National Institute of Occupational Health, Ahmedabad, 380016, India.
Zulekha KhalilSelf-Employed Women's Association (SEWA), Ahmedabad, India.
Mahendra ThakorICMR-National Institute of Occupational Health, Ahmedabad, 380016, India. mahendra.t@icmr.gov.in.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWomen in India’s informal economy face significant occupational health risks that remain largely undocumented and unaddressed. With limited labour protections and inadequate access to health services, informal women workers (IWWs) experience overlapping vulnerabilities related to gender, work conditions, and environmental exposures. This study explored the multi-level determinants of health among IWWs in Ahmedabad, India, to inform gender-responsive integration of occupational health within primary health care systems.

methodsA qualitative study was conducted using focus group discussions (FGDs) guided by the Socioecological Model (SEM). Five FGDs were held with 41 women representing key occupational groups—agricultural workers, construction workers, street vendors, home-based workers, and waste recyclers. Discussions were recorded, transcribed, translated, and thematically analysed. Themes were organized across SEM domains: intrapersonal, interpersonal, organizational, community, and policy levels.

findingsParticipants reported multiple, intersecting health risks such as musculoskeletal disorders, respiratory problems, skin irritation, and heat-related illnesses. Psychological stress, economic insecurity, and work-family conflict were pervasive, compounded by gendered expectations and absence of social protection. Poor workplace infrastructure, including lack of sanitation and shade exacerbated illness and fatigue. Many women avoided drinking water due to lack of toilets, leading to dehydration and urinary problems. Health-seeking behaviour was shaped by trust and convenience; private clinics were preferred over public facilities despite higher costs. Awareness of government schemes such as Ayushman Bharat and e-Shram was limited. Participants expressed demand for pensions, maternity protection, and home-based livelihood support.

conclusionFindings underscore the urgent need for gender-responsive occupational health integration into primary health care system. The study informed a national policy roundtable that convened key stakeholders to co-develop actionable recommendations to improve occupational health coverage for women in India’s informal economy.

Indexed as

Health Services Needs and DemandInformal SectorOccupational HealthPrimary Health CareAdultFemaleFocus GroupsHumansIndiaQualitative ResearchWorking ConditionsFemaleFocus groupsHealth policyInformal sectorMusculoskeletal diseasesOccupational healthSocioecological model

Identifiers

PMID41353555
PMCPMC12797478

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LicenceCC BY
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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.