Dimensions of personal meaning from engagement in occupations: A metasynthesis
Bibliographic record
Abstract
BACKGROUND.: Occupational scientists have offered various theoretical propositions regarding the dimensions of meaning derived from engagement in occupations, and empirical studies have explored the personal meaning of engaging in a wide range of occupations. PURPOSE.: The study aimed to distil the dimensions of personal meaning from existing research, with a view to informing theory in this area. METHOD.: A qualitative metasynthesis of research studies was conducted, focusing on research reporting individuals' accounts of the personal meaning of an occupation to them. Twenty papers met the search criteria and were reviewed, rated for quality, analyzed, and synthesized following a process of meta-aggregation. FINDINGS.: There were four common dimensions of personal meaning: a sense of fulfilment; a sense of restoration; social, cultural, and intergenerational connection; and identity shaping. IMPLICATIONS.: This review provides occupational therapists with sound evidence of the link between engagement in a meaningful occupation and a sense of personal and social well-being.
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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 | 0.004 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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".