Does the delivery of interprofessional education have an effect on stereotypical views of healthcare students in Qatar?
Bibliographic record
Abstract
Interprofessional education (IPE) is an evolving educational approach for preparing healthcare professional students to provide patient care in a collaborative team atmosphere. One of the important outcomes to be achieved is understanding the stereotypical views of health professionals held by themselves and by others to eventually reduce negative and harmful stereotypes and to foster an environment of mutual respect and trust amongst healthcare professionals. The primary aim of this study was to investigate whether there is a change in healthcare students' stereotypical belief about the characteristics of healthcare professionals before and after an IPE activity focused on smoking cessation. The Student Stereotype Rating Questionnaire (SSRQ) was used to assess the students' stereotype ratings of their professions and other healthcare professions before and after the IPE activity. The ratings were made in relation to nine attributes. Sixty-eight students from five different majors (Medicine, Nursing, Pharmacy, Public Health, and Respiratory Therapy) participated in the IPE activity. All the students involved in the activity responded to both the pre and post surveys (response rate, 100%). The participating students' combined ratings revealed a significant change in the perspectives of medical, pharmacy, and respiratory therapy students in all of the nine attributes. While for public health students, differences were significant in two aspects: professional competence and practical skills. Three central themes emerged after the IPE session from the open-ended questions: roles and responsibilities, patient-centered care, and integrated healthcare team. Overall, the findings from this study suggest that stereotyping exists among different healthcare profession student groups in Qatar and that IPE can impact both hetero-stereotypes and auto-stereotypes. The positive change in perception following the IPE activity indicates the effectiveness and the value of these short duration IPE activities in negating stereotypical views.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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".