Occupational Therapy and Achievement of Self-Identified Goals by Adults With Acquired Brain Injury: Phase II
Bibliographic record
Abstract
OBJECTIVE: The purpose of this study was to investigate the association between participation in goal-specific outpatient occupational therapy and improvement in self-identified goals in adults with acquired brain injury. METHOD: Thirty-one persons with traumatic brain injury of mixed chronicity participated at three sites located in different regions of the United States. Using a repeated-measures design, therapy that usually was offered at each site to achieve specific goals was followed by a no-treatment period. Participants completed the Canadian Occupational PerFormance Measure Performance subscale (COPM-P) and Satisfaction subscale (COPM-S), and the Community Integration Questionnaire (CIQ) at admission, discharge, and 1 to 18 weeks after discharge. Goal attainment scales were developed at admission and scored at discharge; the differences for each site were tested, using dependent t tests. Gains for the treatment period (admission to discharge) in COPM subscales and the CIQ were compared with gains during the no-treatment period (discharge to follow-up) for each site, using dependent t tests. The results were synthesized meta-analytically across the sites. RESULTS: The participants identified a total of 149 goals, 81% of which were achieved. Goal attainment T scores improved significantly (Z = 7.52, p < .001), and the combined effect size was large (r = .94). The COPM-P (Z = 4.13, p < .001) and COPM-S (Z = 4.25, p < .001) showed significantly greater gains during the treatment (average 15.3 weeks) versus the no-treatment (average 9.9 weeks) period. Effect size estimates were large: .71 and .76, respectively. Gain scores of the CIQ did not differ significantly (Z = .75, p = .22, r = .29) between periods. CONCLUSION: Participation in goal-specific outpatient occupational therapy that focused on teaching compensatory strategies was strongly associated with achievement of self-identified goals and reduction of disability in adults with mild to moderate brain injury.
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How this classification was reachedexpand
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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.003 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".