Parents as partners: investigating the role(s) of mothers in coordinating health and education activities for children with chronic care needs
Bibliographic record
Abstract
Interprofessional collaboration (IPC) between health professionals, and educators is an essential component of academic success and well-being for children who experience chronic illnesses. This study sought to understand parents' roles in and perceptions of IPC between their child's healthcare professionals and educators. We recruited 23 mothers to participate in our study. Data were analyzed using a combination of univariate analyses and content analysis. Overall, parents reported that they could effectively communicate their child's health and educational needs with health and educational professionals, but statistical analysis determined moderately increased challenges presenting information across professions. Most participants (n = 19) indicated that IPC between health and educational professionals could be improved. Effectively engaging parents as partners in IPC can promote more seamless collaboration and communication of a child's needs and offer a greater likelihood of achieving a child's health and educational goals.
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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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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".