Developing physical activity interventions for adults with spinal cord injury. Part 3: A pilot feasibility study of an intervention to increase self-managed physical activity.
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
OBJECTIVE: The purpose of this pilot study was to test the efficacy and feasibility of a group-mediated cognitive-behavioral training (GMCB) intervention for increasing self-managed leisure-time physical activity (LTPA) among people with spinal cord injury (SCI) who are already somewhat active. METHODS: Participants were 13 members of a supervised exercise program for adults with SCI. They took part in a 9-week, evidence-based, theoretically framed, GMCB intervention designed to promote self-regulatory skills and to increase the amount of time spent in self-managed LTPA, outside of the supervised program. Minutes/week of self-managed and supervised LTPA were measured pre- and postintervention, along with measures of social-cognitive variables. Participants' and the interventionist's perceptions of the intervention were also assessed. RESULTS: Participants nearly doubled their total min/week of LTPA, as the result of a significant increase in self-managed LTPA from baseline (M = 42.00 ± 69.57 min/week) to postintervention (M = 197.50 ± 270.86 min/week; p < .05), at no cost to supervised LTPA. Consistent with the GMCB and counseling of self-regulatory skills, self-regulatory efficacy was sustained and action planning increased from pre- (M = 4.63 ± 3.25) to postintervention (M = 6.83 ± 2.40; p = .06). The intervention materials and protocol were perceived as usable by the interventionist and participants and had good intervention fidelity. CONCLUSIONS: Persons with SCI can voluntarily increase their self-managed LTPA after learning and practicing self-regulatory skills. GMCB training interventions are a feasible approach for teaching these skills.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| 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 it