Evidence map›Paper›PMID 41666224›Full record

ArticlePloS one2026

Environmental influences on community participation among people with multiple sclerosis: A mixed methods study.

Bishan Yang, Ivan Molton, Andrew Humbert, Carolyn Baylor, Emma Gregg, Dawn Ehde, Jennifer Sullivan, Elysa Lanz, Michael Schiller, Philip Hurvitz and 1 more

Abstract read
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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

11 authors.

Bishan YangDepartment of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, Washington, United States of America.ORCID https://orcid.org/0009-0002-2924-3228
Ivan MoltonDepartment of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, Washington, United States of America.
Andrew HumbertDepartment of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, Washington, United States of America.
Carolyn BaylorDepartment of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, Washington, United States of America.
Emma GreggDepartment of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, Washington, United States of America.
Dawn EhdeDepartment of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, Washington, United States of America.
Jennifer SullivanNational Multiple Sclerosis Society, the Greater Northwest Chapter, Seattle, Washington, United States of America.
Elysa LanzCommunity advisory board member, Seattle, Washington, United States of America.
Michael SchillerCommunity advisory board member, Seattle, Washington, United States of America.
Philip HurvitzCenter for Studies in Demography and Ecology, University of Washington, Seattle, Washington, United States of America.
Danbi LeeDepartment of Rehabilitation Medicine, University of Washington School of Medicine, Seattle, Washington, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo examine the influence of environmental factors (EFs) and personal factors (PFs) on community participation among people with multiple sclerosis (PwMS) and identify areas for improvement.

methodsA mixed methods explanatory sequential design was used. A secondary data analysis of patient-reported outcomes and Global Positioning System (GPS) data was completed using multiple linear regression analysis to examine associations between five EFs, five PFs, and six community participation outcomes in 100 PwMS. Four focus groups were completed with 12 PwMS who use mobility aids and 12 who do not to understand how EFs affected community participation experiences. Thematic analysis was used.

resultsRegression results showed significant associations between PFs and five community participation outcomes (R2 = 13% - 48%, p < 0.05), and EFs explained an additional 11% variation in satisfaction with participation and 11% in GPS-derived measures of activity space, after adjusting for PFs (ΔR² = 0.11, p < 0.05). Among individual EFs, after accounting for PFs, perceived financial resources was associated with ability to participate (B = 1.46, p = 0.018), and satisfaction with participation (B = 3.12, p < 0.001). Social support (B = -1.05, p = 0.022) and neighborhood safety (B = 1.3, p = 0.007) were associated with activity space. Qualitative findings revealed that mobility aid users experienced increased challenges in the built environment, and non-users reported more concerns about the attitudinal environment. They also described how environmental support enabled participation despite functional declines. Acceptance and adaptation were useful strategies, but participants called for improvements in the built environment, information access, MS specialty care, and public attitudes towards disability.

conclusionCommunity participation among PwMS is influenced by both PFs and EFs. Statistically, EFs uniquely affected participation satisfaction and activity space, while qualitative findings revealed major barriers and highlighted needs for improvement in physical, social, and attitudinal environments.

Indexed as

Community ParticipationEnvironmentMultiple SclerosisAdultFemaleFocus GroupsGeographic Information SystemsHumansMaleMiddle AgedSocial Support

Identifiers

PMID41666224
PMCPMC12970384

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.