Examining Axiological and Ethical Assumptions in Physical Activity Intervention Research involving Individuals With Intellectual Impairments: A Review
Bibliographic record
Abstract
Adapted physical activity has been critiqued for its lack of attention to assumptions underlying both research and practice. In response to these critiques, the purpose of this paper was to perform a secondary analysis of a recent systematic literature review to examine the axiological and ethical assumptions of physical activity intervention research involving adults with Down syndrome since 1990 in light of the possibilities of critical disability studies. Findings revealed the dominance of normative movement ideologies and a focus on physical activity performance. Participants were not afforded research roles beyond that of subjects, and there was no evidence of results being communicated to them. In future, we hope scholars will consider the use of emancipatory frameworks where power is situated within the community involved and more inquiry that expands our understanding of the benefits of physical activity for individuals with intellectual impairment that decenters the focus on normative ways of 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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.005 |
| Insufficient payload (model declined to judge) | 0.000 | 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".