Evidence map›Paper›PMID 42961875›Full record

Trial reportPloS one2026

Community health worker intervention to prevent incident type 2 diabetes: A cluster randomized trial.

Mark D Schwartz, Jiyuan Hu, Scott E Sherman, Radhika Gore, Natalie Levy, Michael Tanner, Michael Bergman, Nadia Islam

Registry-linked trialAbstract readRandomized Controlled TrialPragmatic Clinical Trial
In one paragraph

Trial report in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03006666 (Integrating Community Health Workers Into Primary Care Teams to Improve Diabetes Prevention in Underserved Communities), which is not on this map. Not yet cited in PubMed.

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

NCT03006666 nacompletednot on this map

Integrating Community Health Workers Into Primary Care Teams to Improve Diabetes Prevention in Underserved Communities

TypeinterventionalSponsorNYU Langone HealthRan2017 to 2021Enrolled773ConditionsDiabetes MellitusArmsCHW Training, Data Only
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Mark D SchwartzDepartment of Population Health, NYU Grossman School of Medicine, New York, New York, United States of America.ORCID https://orcid.org/0000-0002-7123-0060
Jiyuan HuDepartment of Population Health, NYU Grossman School of Medicine, New York, New York, United States of America.
Scott E ShermanDepartment of Population Health, NYU Grossman School of Medicine, New York, New York, United States of America.
Radhika GoreDepartment of Population Health, NYU Grossman School of Medicine, New York, New York, United States of America.ORCID https://orcid.org/0000-0001-7564-6808
Natalie LevyDepartment of Population Health, NYU Grossman School of Medicine, New York, New York, United States of America.
Michael TannerDepartment of Population Health, NYU Grossman School of Medicine, New York, New York, United States of America.
Michael BergmanDepartment of Population Health, NYU Grossman School of Medicine, New York, New York, United States of America.
Nadia IslamDepartment of Population Health, NYU Grossman School of Medicine, New York, New York, United States of America.

Funding

Integrating Community Health Workers into Primary Care Teams to improve Diabetes Prevention in Underserved CommunitiesR18DK110740 · NIDDK · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI ISLAM, NADIA S, SCHWARTZ, MARK D · 2016 to 2020
$3.5M
NIDDK NIH HHS R18 DK110740
6 · The paper itself

Abstract

objectiveType 2 diabetes mellitus (T2DM) affects millions of Americans, and prediabetes significantly increases progression to T2DM. Community Health Workers (CHWs) may help prevent diabetes through behavioral interventions, but their effectiveness in real-world settings remains uncertain. We evaluated whether a CHW intervention prevents incident T2DM among adults with prediabetes. RESEARCH DESIGN AND

methodsPragmatic, cluster-randomized controlled trial in primary care clinics at the Veterans Affairs NY Harbor Healthcare System (Manhattan) and Bellevue Hospital, New York City. The study included adults aged 18-75 years with HbA1c 5.7-6.4% and no prior diabetes or use of diabetes medications other than metformin. Primary care teams were cluster-randomized to a 12-month CHW program-health action plans, motivational interviewing, health education, and community referrals-versus usual care. The primary outcome was incident diabetes during up to 6 months' follow-up after the 12-month intervention. Secondary outcomes were changes in HbA1c, weight, blood pressure, lipids, and health care utilization.

resultsIncident diabetes occurred in 5.9% of intervention patients versus 4.3% of controls (risk difference 1.6%; 95% CI -3.68% to 4.10%). No significant differences were observed in HbA1c, weight, blood pressure, or lipids. The intervention group had more primary care encounters (77.6% vs 62.5%) and emergency department encounters (35.0% vs 29.1%).

conclusionsIn this pragmatic trial, a 12-month CHW program did not reduce incident diabetes among adults with prediabetes but was associated with greater health care engagement (more primary care visits). More intensive or standardized CHW models should be tested to determine whether increased engagement translates into long-term metabolic benefit.

trial registrationThe study protocol was registered at ClinicalTrials.gov (NCT03006666, 12/27/2016). https://clinicaltrials.gov/study/NCT03006666.

Indexed as

Community Health WorkersDiabetes Mellitus, Type 2AdolescentAdultAgedFemaleGlycated HemoglobinHumansMaleMiddle AgedPrediabetic StatePrimary Health CareYoung AdultGlycated Hemoglobin

Identifiers

PMID42961875
PMCPMC13722175

What OpenQuestion holds

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Registered trials

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.