Fitness coordinators’ and fitness instructors’ perspectives on implementing a task-oriented community exercise program within a healthcare-recreation partnership for people with balance and mobility limitations: a qualitative study
Bibliographic record
Abstract
Background: Healthcare organizations are partnering with recreation organizations to support the delivery of community-based exercise programs for people with balance and mobility limitations. The value and impact of support strategies provided by healthcare organizations, however, have not been examined.Objective: Study objectives were to explore fitness coordinators’ and fitness instructors’ experiences with implementing a task-oriented community-based exercise program for people with balance and mobility limitations within the context of a healthcare-recreation partnership.Methods: A qualitative descriptive study was conducted. Fitness coordinators and instructors involved with delivering a licensed, group, task-oriented community-based exercise program for people with balance and mobility limitations supported by a healthcare-recreation partnership were interviewed by telephone. Interviews were audio-recorded and transcribed verbatim. A thematic analysis was performed.Results: Eight fitness coordinators and 8 fitness instructors from 14 recreation centres were interviewed. Findings showed that healthcare-recreation partnerships help to optimize exercise program quality and safety through multiple strategies. Fitness coordinators and instructors still face challenges with program implementation at start-up and over time. Recommendations to address these challenges included increased training content related to adjusting exercises to accommodate participant abilities, 1–2 visits from a healthcare professional each program after initial program implementation, suggestions to increase exercise variety, and ongoing education.Conclusions: Findings clarify the role of healthcare organizations, ongoing challenges, and directions for improvement in this program delivery model.Implications for rehabilitationCommunity recreation centres can provide task-oriented exercise programs to help people with balance and mobility limitations safely engage in regular exerciseHealthcare organizations should provide specific supports to help increase the safety and quality of task-oriented exercise programs in recreation centresSupports include providing clear exercise guidelines, and a healthcare professional who trains fitness instructors, visits the program, answers questions between visits, promotes collaboration and information exchange between recreation centres, and provides ongoing education
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.022 | 0.026 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.006 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".