Participation and quality of life among Australian children with developmental coordination disorder
Bibliographic record
Abstract
PURPOSE: Children with Developmental Coordination Disorder (DCD) experience difficulty in the acquisition and performance of movement skills, threatening participation and quality of life. Environmental influences on participation and quality of life were investigated in children with DCD and their neurotypical peers. MATERIALS AND METHODS: . The association between participation, environmental factors, and quality of life were investigated alongside group differences in home, school, and community settings. RESULTS: Children with DCD were less involved than their neurotypical peers in school and community activities. Across all settings, parents of children with DCD reported more barriers to participation, less helpful environments, a greater desire for change in participation, and lower overall environmental support. Children with DCD experienced poorer quality of life, which was predicted by overall community and school support. CONCLUSIONS: Results have several implications for therapy. Individual (e.g., cognitive and physical demands) and environmental factors (e.g., additional school and community resources) should be considered in intervention development to promote participation frequency and involvement.
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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 | 0.000 | 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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".