Qualitative Meta-Synthesis: Reflections on the Utility and Challenges in Occupational Therapy
Bibliographic record
Abstract
BACKGROUND: A qualitative meta-synthesis is an approach to synthesizing relevant findings from across qualitative studies on a particular topic using methods consistent with qualitative research. PURPOSE: Using examples of recently completed qualitative meta-synthesis projects, the purpose of this paper is to present the meta-synthesis approach; highlight the key steps, processes, and issues involved; and demonstrate its potential to advance knowledge about occupation and occupation-based practice. KEY ISSUES: The qualitative meta-synthesis approach allows us to take stock of the current state of knowledge in a given area in order to ensure that we have explored the phenomenon from different perspectives and to begin to push the field forward by allowing us to develop deeper insights and understandings. IMPLICATIONS: Despite certain limitations and challenges associated with the approach, qualitative meta-syntheses can provide new knowledge through critical analysis and interpretation to inform client, practitioner, and policy audiences.
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How this classification was reachedexpand
Direct model labels (unvalidated)
Per-model category and study-design labels from the labeling rounds. They are machine output, unvalidated, and the disagreement between models ships as data. No study design here is MEDLINE-validated yet.
| Model arm | Categories | Study design | Confidence |
|---|---|---|---|
| gpt | Meta-epidemiology (broad) Domain: not available · Genre: Review About the Canadian research system: no · About a Canadian topic: no | Systematic review | high |
| grok | Metaresearch Domain: Methods · Genre: Methods About the Canadian research system: no · About a Canadian topic: no | Theoretical or conceptual | high |
| opus | Metaresearch Domain: Methods · Genre: Methods About the Canadian research system: no · About a Canadian topic: no | Theoretical or conceptual | medium |
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 | 0.758 | 0.774 |
| Meta-epidemiology (narrow) | 0.003 | 0.004 |
| Meta-epidemiology (broad) | 0.007 | 0.010 |
| Bibliometrics | 0.011 | 0.015 |
| Science and technology studies | 0.010 | 0.050 |
| Scholarly communication | 0.031 | 0.046 |
| Open science | 0.012 | 0.025 |
| Research integrity | 0.021 | 0.029 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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, unvalidatedLabeled directly by 3 models reading the full record.
The models disagree on parts of this classification; every voice is preserved in the section at the end of the page.
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".