Evidence mapPaperPMID 41628140Full record

ArticlePloS one2026

Differences and commonalities in barriers and facilitators experienced by participants enrolled in an online behavioral weight management program: A qualitative comparison.

Meigan Thomson, Anne Martin, Emily Long, Jennifer Logue, Sharon Anne Simpson

Abstract readComparative Study
In one paragraph

Article in PloS one, 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
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

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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

5 authors.

Meigan ThomsonMRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow, United Kingdom.ORCID https://orcid.org/0000-0002-2171-9159
Anne MartinMRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow, United Kingdom.
Emily LongMRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow, United Kingdom.
Jennifer LogueLancaster Medical School, University of Lancaster, Lancaster, United Kingdom.
Sharon Anne SimpsonMRC/CSO Social and Public Health Sciences Unit, University of Glasgow, Glasgow, United Kingdom.ORCID https://orcid.org/0000-0002-6219-1768

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Online behavioral weight management programs offer a scalable solution to address overweight and obesity but often face high dropout rates and variable success. Understanding the barriers and facilitators experienced by participants who achieve weight loss targets versus those who do not is critical for optimizing programs. This study compared the barriers and facilitators reported by participants achieving ≥5% weight loss with those achieving <5%, using a social-ecological framework to capture influences across individual, interpersonal, and environmental levels. The framework was chosen to reflect the complex, interacting factors beyond the individual that shape behavior. Forty-eight participants completed semi-structured telephone interviews exploring factors affecting their weight loss journey. Interviews were analyzed using a thematic framework approach. Across both groups, key facilitators included willpower, knowledge, social support, and perceived safety in the local environment, with their absence acting as barriers. Food availability at home and in the workplace was also reported as a barrier due to temptation. Social roles could challenge behavior change, though perceiving themselves as role models provided motivation. Program-specific factors, such as group dynamics and difficulty using the platform, were barriers for both groups. Notable differences emerged between groups in responding to challenges. The ≥ 5% weight loss group proactively addressed stressors and sought solutions, while the < 5% weight loss group reported greater difficulty overcoming barriers, more interpersonal stressors, and dissatisfaction with their weight targets. This is the first study to compare qualitative experiences across social-ecological domains between participants achieving ≥5% and <5% weight loss during program participation. Findings highlight the need to address environmental infrastructure, interpersonal skills, and communication of weight targets to improve program effectiveness. Future research should examine how these factors can identify individuals at risk of not achieving 5% weight loss and inform tailored interventions.

Indexed as

Behavior TherapyObesityOverweightWeight Reduction ProgramsAdultFemaleGroup DynamicsHumansMaleMiddle AgedMotivationQualitative ResearchSocial SupportWeight Loss

Identifiers

PMID41628140
PMCPMC12863570

What Socratic holds

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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 Socratic graph.