Experiences of Occupational Performance in Survivors of Stroke Attending Peer Support Groups
Bibliographic record
Abstract
BACKGROUND.: Survivors of stroke often experience environmental isolation and decreased occupational performance after discharge from the hospital. Peer groups benefit psychological, social, and cognitive functioning, though few studies have examined their influence on occupational performance of survivors of stroke. PURPOSE.: This study explores the experiences of occupational performance in survivors of stroke attending an outpatient peer support group. METHOD.: An interpretive qualitative study using semi-structured interviews was conducted with seven survivors of stroke attending an outpatient peer support group. Data was thematically analyzed. FINDINGS.: Four themes related to the experience of peer support on occupational performance emerged: finding hope to return to meaningful occupation, a place for belonging, problem-solving occupational concerns, and finding purpose beyond oneself. IMPLICATIONS.: This research adds to the existing literature that peer support groups help survivors of stroke reengage in meaningful occupations, manage their stroke experience, and move positively through recovery.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".