Evidence map›Paper›PMID 42847409›Full record

ArticleAnnals of behavioral medicine : a publication of the Society of Behavioral Medicine2026

A scoping review of e/mHealth interventions for weight management in racial and ethnic minority adults in the United States.

Caroline F Ajilogba, Robert P Briggs, Sam L Battalio, Christopher Nguyen, Eileen Wafford, Sara Hoffman Marchese, Bonnie Spring, Angela Fidler Pfammatter

Abstract readScoping Review
In one paragraph

Article in Annals of behavioral medicine : a publication of the Society of Behavioral Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

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.

Caroline F AjilogbaDepartment of Public Health, The University of Tennessee, Knoxville, TN 37996, United States.ORCID 0000-0003-0706-4210
Robert P BriggsDepartment of Public Health, The University of Tennessee, Knoxville, TN 37996, United States.
Sam L BattalioDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States.
Christopher NguyenDepartment of Anesthesiology, Yale University School of Medicine, New Haven, CT 06510, United States.
Eileen WaffordNorthwestern University Feinberg School of Medicine, Chicago, IL 60611, United States.ORCID 0000-0001-5228-8219
Sara Hoffman MarcheseDepartment of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States.
Bonnie SpringDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States.ORCID 0000-0003-0692-9868
Angela Fidler PfammatterDepartment of Public Health, The University of Tennessee, Knoxville, TN 37996, United States.ORCID 0000-0003-0081-4090

Funding

A Mixed-Methods Evaluation of mHealth Weight Management for Racial/Ethnic MinoritiesF31HL162555 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI BATTALIO, SAMUEL LOUIS · 2022 to 2024
$130k
National Institutes of Health, National Heart, Lung, and Blood Institute F31HL162555NHLBI NIH HHS F31 HL162555
6 · The paper itself

Abstract

importanceObesity and chronic diseases disproportionately burden racial/ethnic minority adults in the United States (U.S.) (eg, Black, Hispanic/Latino, Asian, American Indian/Alaska Native, and Native Hawaiian/Pacific Islander), partially owing to barriers to receiving obesity treatment. While eHealth/mHealth-supported interventions offer a potential scalable solution and have proliferated in recent years, the last evidence synthesis was published in 2018.

objectiveGiven the wide variation in intervention approaches, we aimed to map current evidence on weight management programs targeting U.S. racial and ethnic minority adults. We sought to understand the e/mHealth tools used, the extent to which interventions were tailored, and how they addressed barriers and achieved effectiveness in reducing health disparities.

methodsWe performed a Joanna Briggs Institute/Preferred Reporting Items for systematic reviews and meta-analyses and related scoping review guidance-guided search of MEDLINE, Cochrane, Embase, CINAHL Plus, and PsycINFO (inception-June 2025) for U.S. English-language studies (>50% minority adults ≥18 y, BMI ≥ 25 kg/m²) using electronic/mobile health (e/mHealth) for weight management.

resultsDual review of 4811 records yielded 51 studies (45 randomized controlled trials (RCTs)). Most studies used smartphone applications, a form of messaging to phones, and/or wearables (86%; 35/51) as opposed to other eHealth approaches. Interventions were culturally tailored in 34 studies (67%), yet few used co-design methods with the target population (3/51).

conclusionsInterventions that use e/mHealth show moderate promise for scalable weight management, with available but uneven tailoring. Short-term/individual designs limit equity and sustainability, especially for underrepresented men and rural groups. Prioritization of co-designed, social determinants of health (SDOH) and theory-grounded (eg, socio-ecological) trials ≥12 months is necessary for scalable, responsive solutions.

Indexed as

Ethnic and Racial MinoritiesObesityTelemedicineWeight Reduction ProgramsAdultDigital HealthHealthcare DisparitiesHumansUnited Statescultural tailoringeHealthhealth equitymHealthobesityracial ethnic minoritiesweight management

Identifiers

PMID42847409
PMCPMC13626718

What OpenQuestion holds

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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.