A listening skill educational intervention for pediatric rehabilitation clinicians: A mixed-methods pilot study
Bibliographic record
Abstract
OBJECTIVE: To prepare for an RCT by examining the effects of an educational intervention on the listening skills of pediatric rehabilitation clinicians, piloting study procedures, and investigating participants' learning experiences. METHODS: Six experienced clinicians received the intervention, consisting of video simulations and solution-focused coaching regarding personal listening goals. Self- and observer-rated measures of listening skill were completed and qualitative information was gathered in interviews and a member checking session. RESULTS: Significant change on self-reported listening skills was found from pre- to post-test and/or follow-up. The pilot provided useful information to improve the study protocol, including the addition of an initial orientation to listening skills. Participants found the intervention to be a highly valuable and intense learning experience, and reported immediate changes to their clinical and interprofessional practice. CONCLUSION: The educational intervention has the potential to be an effective means to enhance the listening skills of practicing pediatric rehabilitation clinicians.
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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 | 0.025 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.000 | 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".