Evidence map›Paper›PMID 37889879›Full record

ArticlePLOS global public health2023

A community health worker-led program to improve access to gestational diabetes screening in urban slums of Pune, India: Results from a mixed methods study.

Puja Chebrolu, Andrea Chalem, Matthew Ponticiello, Kathryn Broderick, Arthi Vaidyanathan, Rachel Lorenc, Vaishali Kulkarni, Ashlesha Onawale, Jyoti S Mathad, Radhika Sundararajan

Abstract read
In one paragraph

Article in PLOS global public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Editorial: Neglected nuances in gestational diabetes.Frontiers in clinical diabetes and healthcare · 2025
    Article
  4. Article
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

10 authors.

Puja ChebroluCenter for Global Health, Weill Cornell Medicine, New York, New York, United States of America.ORCID https://orcid.org/0000-0002-5422-2966
Andrea ChalemDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, United States of America.
Matthew PonticielloDepartment of Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America.
Kathryn BroderickCenter for Global Health, Weill Cornell Medicine, New York, New York, United States of America.
Arthi VaidyanathanCenter for Global Health, Weill Cornell Medicine, New York, New York, United States of America.
Rachel LorencCenter for Global Health, Weill Cornell Medicine, New York, New York, United States of America.
Vaishali KulkarniDeep Griha Society, Pune, Maharashtra, India.
Ashlesha OnawaleDeep Griha Society, Pune, Maharashtra, India.
Jyoti S MathadCenter for Global Health, Weill Cornell Medicine, New York, New York, United States of America.
Radhika SundararajanCenter for Global Health, Weill Cornell Medicine, New York, New York, United States of America.ORCID https://orcid.org/0000-0002-8451-2243

Funding

Disparities in COVID Disease Severity and Outcomes in New York CityUL1TR002384 · NCATS · WEILL MEDICAL COLL OF CORNELL UNIV · PI JULIANNE L IMPERATO-MCGINLEY · 2017 to 2026
$86.2M
Vanderbilt-Emory-Cornell-Duke Global Health Fellowship Consortium-Expanding Diversity for Global Equity (EDGE)D43TW009337 · FIC · VANDERBILT UNIVERSITY MEDICAL CENTER · PI ALIYU, MUKTAR HASSAN, HEIMBURGER, DOUGLAS CORBETT · 2017 to 2021
$6.3M
Effect of pregnancy and HIV on the development of tuberculosisK23AI129854 · NIAID · WEILL MEDICAL COLL OF CORNELL UNIV · PI MATHAD, JYOTI S · 2017 to 2021
$1.0M
FIC NIH HHS D43 TW009337NCATS NIH HHS UL1 TR002384NIAID NIH HHS K23 AI129854
6 · The paper itself

Abstract

The World Health Organization recommends all pregnant women receive screening for gestational diabetes (GDM) with a fasting oral glucose tolerance test (OGTT). However, very few women receive recommended screening in resource-limited countries like India. We implemented a community health worker (CHW)-delivered program to evaluate if home-based, CHW-delivered OGTT would increase GDM screening in a low-resource setting. We conducted a mixed methods study in two urban slum communities in Pune, India. CHWs were trained to deliver home-based, point-of-care fasting OGTT to women in their third trimester of pregnancy. The primary outcome was uptake of CHW-delivered OGTT. Secondary outcomes included GDM prevalence and linkage to GDM care. Individual interviews were conducted with purposively sampled pregnant women, CHWs, and local clinicians to assess barriers and facilitators of this approach. From October 2021-June 2022, 248 eligible pregnant women were identified. Of these, 223 (90%) accepted CHW-delivered OGTT and 31 (14%) were diagnosed with GDM. Thirty (97%) women diagnosed with GDM subsequently sought GDM care; only 10 (33%) received lifestyle counseling or pharmacologic therapy. Qualitative interviews indicated that CHW-delivered testing was considered highly acceptable as home-based testing saved time and was more convenient than clinic-based testing. Inconsistent clinical management of GDM was attributed to providers' lack of time to deliver counseling, and perceptions that low-income populations are not at risk for GDM. Convenience and trust in a CHW-delivered GDM screening program resulted in high access to gold-standard OGTT screening and identification of a high GDM prevalence among pregnant women in two urban slum communities. Appropriate linkage to care was limited by clinician time constraints and misperceptions of GDM risk. CHW-delivered GDM screening and counseling may improve health education and access to preventive healthcare, offloading busy public clinics in high-need, low-resource settings.

Identifiers

PMID37889879
PMCPMC10610081

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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.