Knowledge, behaviours, and training related to 2SLGBTQIA+ health education amongst entry-level physiotherapy students in Canada: results of a nationwide, cross-sectional survey
Bibliographic record
Abstract
BACKGROUND: Individuals who identify as 2SLGBTQIA+ report worse health outcomes than heterosexual/cisgender counterparts, in part due to poor experiences with healthcare professionals. This may stem from inadequate 2SLGBTQIA+ health and inclusiveness training in health professional student education. The purpose of the study was to evaluate knowledge, behaviours, and training related to 2SLGBTQIA+ health education and inclusiveness for entry-level physiotherapy students in Canada. METHODS: We conducted a nationwide, cross-sectional survey with physiotherapy students from accredited Canadian physiotherapy programs. We administered the survey through Qualtrics and recruited students through targeted recruitment emails and social media posts on Twitter and Instagram between August and December 2021. Survey responses are reported as frequencies (percentage). We also completed multivariable logistic regressions to evaluate associations among question responses related to working with 2SLGBTQIA+ individuals (i.e., communication, feeling prepared and assessment competency). Covariates included training hours (< 10/10 + hours) and 2SLGBTQIA+ identity (yes/no). RESULTS: A total of 150 students responded to the survey, with 35 (23%) identifying as 2SLGBTQIA+ . Many students felt confident in communicating effectively with clients who identify as 2SLGBTQIA+ (69%). However, only half (47%) felt comfortable assessing clients who identify as 2SLGBTQIA+ . Routine practice of inclusive behaviours such as using pronouns, considering identities are fluid and a patient's gender identity and/or sexual orientation may shift from one visit to the next, and considering trauma-informed care practices were reported from less than half of the students (< 45%). Around 29% of students reported no 2SLGBTQIA+ training in their physiotherapy program, while 47% reported 0-10 hours, and 24% reported 10 + hours of training. Students with 10 + hours of training had 92% higher odds of feeling competent in assessing 2SLGBTQIA+ clients, compared to those with < 10 hours of training. CONCLUSIONS: Entry-level physiotherapy students in Canada show a lack of understanding and awareness for 2SLGBTQIA+ health and inclusive behaviours which can meaningfully impact patient experience. Students report feeling incompetent when working with 2SLGBTQIA+ patients, which may be associated with lack of 2SLGBTQIA+ training in their programs. Greater efforts and attention towards increasing 2SLGBTQIA+ health education and inclusivity in Canadian entry-level physiotherapy programs is critically needed.
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 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".