Evaluation of an occupation‐based, mental‐health program: Meeting being, belonging and becoming needs
Bibliographic record
Abstract
INTRODUCTION: Being, belonging and becoming are important theoretical constructs for occupational scientists and therapists, and for members of Northern Initiative for Social Action (NISA), located in northern Ontario, Canada. Collaborative research with service users guided the development of NISA and its evaluation tool: the 3B~S Scale. The aim of this paper is to share the results of the 2018 program evaluation. METHODS: 113 participants completed a questionnaire consisting of the 3B~S Scale, demographic and program satisfaction questions, and open-ended questions. Quantitative analysis used descriptive statistics followed by ordinal logistic regression to determine the intersectional effects of gender, race and age on becoming and system impact outcomes. Open-ended responses were analysed thematically and triangulated with quantitative findings. RESULTS: Participants agreed-to-strongly agreed that the program met their 3B needs (x = 4.20, SD = 0.24). Participants indicated strong satisfaction with the program (x = 4.38, SD = 0.66), and agreement that participating in the program reduced their reliance on other system-based services (x = 3.96, SD = 0.24). The regression revealed no significant differences in gender, race or age in predicting six of 10 outcomes examined; race was not significant for any outcome. Younger females were more likely to agree that the work they do is part of a larger community charitable purpose, the program is helping them to achieve their goals, and is increasing their involvement in community. Younger participants were more likely to agree that participation facilitated a return to school or employment than older participants. CONCLUSIONS: Occupation-based, mental health programs that address participants' being, belonging and becoming needs can contribute to improvements in perceived mental health and well-being, as well as to improved community and system usage outcomes. The NISA model provides a framework for clinically operationalising the 3B's and may provide a unique contribution to ongoing theoretical discussions of these constructs within occupational therapy and science.
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 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 | 0.008 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".