Healthcare students’ attitudes towards patient centred care: a systematic review with meta-analysis
Bibliographic record
Abstract
BACKGROUND: Patient centred care is commonly recommended in clinical practice guidelines to improve patient outcomes and reduce healthcare costs. Identifying measurement tools used to assess healthcare students' attitudes towards patient centered care and determining their attitudes is the first step to ensuring patient centred care is provided in the future. The primary aim of this review was to describe the measurement tools used to assess healthcare students' attitudes towards patient centred care. The secondary aim was to quantify healthcare students' attitudes towards patient centred care. METHODS: An electronic database search was conducted in MEDLINE, EMBASE, CINAHL from inception until March 1, 2021, with combined terms relating to 'patient centred care', 'attitudes', and 'healthcare students'. Studies that quantitatively assessed healthcare students' attitudes towards patient centred care were included. Measurement tools used in the included studies were qualitatively described. Meta-analysis was conducted to quantify healthcare students' attitudes towards patient centred care and assess the respective influence of gender, profession, and study geographical location on healthcare students' attitudes towards patient centred care. RESULTS: The electronic search identified 3948 total studies. One hundred twenty-nine full texts were screened, and 49 studies were included. There were 16 measurement tools used to assess healthcare students' attitudes towards patient centered care. Most studies (53%, n = 26) used the Patient-Practitioner Orientation Scale (PPOS) to assess patient centered care. Meta-analyses of 20 studies with 26 total groups resulted in a pooled mean PPOS score of 4.16 on a 0-6 scale (95% Confidence Interval [CI]: 3.95, 4.37), indicating low attitudes towards patient centered care. Additional analyses found that women have significantly higher attitudes towards patients centred care than men (pooled effect 0.14 [95% CI: 0.05, 0.23], n = 8 studies) and mean PPOS scores appear similar among sub-groups of only medical students (pooled mean 4.13, 95% CI: 3.85, 4.42, n = 13 studies) and only American healthcare students (pooled mean 4.49, 95% CI: 4.35, 4.64, n = 5 studies). CONCLUSIONS: Several different measurement tools have been used to assess healthcare students' attitudes towards patient centred care, but the most commonly used is the PPOS. Our results indicate that healthcare students have low attitudes towards patient centred care. Future studies should evaluate if attitudes towards patient centred care can be improved during healthcare education.
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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 | 0.001 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.010 | 0.003 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.011 | 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".