Conceptualizing Community Development: Occupational Therapy Practice at the Intersection of Health Services and Community
Bibliographic record
Abstract
BACKGROUND: Despite occupational therapy's theoretical commitment to community development (CD) approaches, current practice models focus on individual interventions rather than community issues. PURPOSE: This research examined three cases of Canadian occupational therapists working in CD to conceptualize CD from an occupational therapy perspective. METHOD: Data collection occurred over 12-14 days at each site and included observations, document reviews, and interviews with 14 colleagues and program participants. Constructivist grounded theory informed data analysis. FINDINGS: A conceptual framework was developed that describes the contextual background to CD initiatives and the strategies used: nurturing community partnerships, building community capacity, influencing health services, and linking sectors. Underlying these strategies was the strategic use of self which allowed the sharing of power and legitimacy to create opportunities for meaningful occupational engagement. IMPLICATIONS: The conceptual framework helps articulate CD's underlying processes and can be used to understand and guide practice.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.010 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".