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Record W4408220829 · doi:10.1093/geront/gnaf089

Increasing Social Connection in Permanent Supportive Housing: A Participatory Study on Therapeutic Recreation for People With Experiences of Homelessness

2025· article· en· W4408220829 on OpenAlexaff
Lara Nixon, Kearah Darr, Megan Sampson, Fadzai Moreblessing Punungwe, Martina Kelly

Bibliographic record

VenueThe Gerontologist · 2025
Typearticle
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsRecreationCitizen journalismConnection (principal bundle)PsychologySupportive housingSociologyPolitical sciencePsychiatryEngineering

Abstract

fetched live from OpenAlex

BACKGROUND AND OBJECTIVES: Social exclusion and isolation due to homelessness are compounded in older people by physical frailty and stigma. Interventions to support older people with experiences of homelessness often neglect social dimensions of well-being. In this participatory action research study, residents, staff, and researchers collaborated to develop, implement, and evaluate therapeutic recreation programming in a permanent supportive housing facility for older people with experiences of homelessness (n = 68). RESEARCH DESIGN AND METHODS: A community advisory group, "The Exchange," co-designed program delivery and evaluation. Quantitative evaluation data consisted of participant demographics, participation rates, goals set, and quality of life questionnaires at three points in the study. Qualitative data included co-design meeting notes (n = 24), and interviews with residents (n = 19) and staff (n = 20). Quantitative data were reported descriptively, and qualitative data were analyzed thematically, using social and ecological theories of care from recreation studies as a sensitizing lens. Data were synthesized to develop a final interpretation. RESULTS: Sixty-one (90%) residents participated in recreation programming. Residents set 253 goals; social goals were the most popular. Residents reported increased confidence to learn new skills, engaging in meaningful activities, and improved social connection with their community. DISCUSSION AND IMPLICATIONS: Co-designing recreation programming contributed to an inclusive social environment that enhanced individual and community connectivity. The findings demonstrate the benefits of therapeutic recreation in promoting well-being among older people with experiences of homelessness living in permanent supportive housing.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.056
Threshold uncertainty score0.956

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.136
GPT teacher head0.456
Teacher spread0.319 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2025
Admission routes1
Has abstractyes

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