Evidence map›Paper›PMID 42847394›Full record

Trial reportAnnals of behavioral medicine : a publication of the Society of Behavioral Medicine2026

Can targeted recruitment methods affect male participation in weight loss interventions and trials?

Ivelina Arnaoudova, Alice Pham, Laura Scanlan, Charlie Olvera, Alexis Hernandez, Angela Fidler Pfammatter

Abstract readRandomized Controlled Trial
In one paragraph

Trial report 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.

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0citing papers in PubMed
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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

6 authors.

Ivelina ArnaoudovaDepartment of Psychology, Emory University, Atlanta, GA 30322, United States.
Alice PhamDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States.
Laura ScanlanDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States.
Charlie OlveraDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States.
Alexis HernandezDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States.
Angela Fidler PfammatterDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States.ORCID 0000-0003-0081-4090

Funding

Evaluating the EVO treatment optimized for resource constraints: Elements Vital to treat ObesityR01DK125749 · NIDDK · UNIVERSITY OF TENNESSEE KNOXVILLE · PI PFAMMATTER, ANGELA FIDLER · 2020 to 2025
$2.7M
National Institute of Diabetes and Digestive and Kidney Diseases award R01DK125749NIDDK NIH HHS R01 DK125749Northwestern University Feinberg School of Medicine
6 · The paper itself

Abstract

backgroundBehavioral weight loss studies often enroll more females than males despite similar obesity prevalence. There is a paucity of experimental evidence on recruitment strategies to attract male participants in behavioral trials broadly and in weight management trials, specifically.

methodsWe examined 4 theory and evidence-based advertising messages and 4 recruitment modalities (mailing, emailing, Facebook, and Spotify) in three iterative waves during a decentralized longitudinal randomized controlled trial comparing 2 behavioral weight loss interventions.

resultsThe number of ad clicks and web screens completed did not appear to differ among the messages. Facebook was the most cost-effective overall ($32.86 per recruited person) with the highest proportion of male interest when the message was tailored and campaigns were set to target males (79%), but mailing produced the higher total rate of potential participants screened and garnered a higher proportion of male interest overall (23% average across all waves), albeit it at greater cost.

conclusionsSocial media is a cost-efficient recruitment avenue, although it may reduce the ability to assemble a representative sample. Future studies should formally experiment with recruitment to inform robust recommendations.

Indexed as

AdvertisingBehavior TherapyObesityPatient SelectionSocial MediaWeight Reduction ProgramsAdultHumansMaleMiddle Agedbehavioral interventionclinical trialrecruitmentweight management

Identifiers

PMID42847394
PMCPMC13489706

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.