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Record W4416841694 · doi:10.1108/jica-04-2025-0039

Implementing social prescribing in a rural Ottawa community: collaboration between a community resource centre and a family health organization

2025· article· en· W4416841694 on OpenAlexaffabout
Ellen McGarity‐Shipley, Erin Timmins, E Andrea Nelson, Jessica Poloz

Bibliographic record

VenueJournal of Integrated Care · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicArt Therapy and Mental Health
Canadian institutionsDalhousie University
Fundersnot available
KeywordsIntervention (counseling)Health careLonelinessResource (disambiguation)Community healthSocial workRural healthCommunity organizationMental health

Abstract

fetched live from OpenAlex

Purpose The purpose of this paper is to describe a social prescribing pilot intervention that was delivered in a rural community and its impact on the health, well-being and healthcare utilization of clients. Design/methodology/approach A 10-month social prescribing pilot intervention was implemented in a family health organization which involved embedding a social prescribing link worker from a local community resource centre into the clinic to provide mental health and community resource navigation support to clients. A service evaluation was performed to measure the impact of the programme on client health, well-being and healthcare utilization. Findings There was a 43% improvement in well-being and a 23% improvement in loneliness for the small subset of participants who provided outcome measures at their first and third visits (n = 3). Hospital, emergency department and emergency medical services (paramedic) use decreased over the course of the programme for the 16 participants who completed discharge questions on healthcare utilization, while family doctor visits increased overall. Practical implications These findings support the integration of social prescribing into primary care practice through collaboration between community and healthcare organizations to potentially improve client well-being and healthcare utilization. However, these findings were based on a small number of participants who provided outcome measure data after the initial visit. Originality/value This study presents a unique model for a social prescribing intervention in a rural setting that strengthens collaboration between healthcare and community organizations and is outside of the community health centre model of care.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.052
Threshold uncertainty score1.000

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 studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.030
GPT teacher head0.303
Teacher spread0.273 · 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.

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

Citations0
Published2025
Admission routes2
Has abstractyes

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