Construct validity of the perceived stress scale (PSS-10) in a sample of health professionals in family medicine in Bosnia and Herzegovina
Bibliographic record
Abstract
Background: The 10-item Perceived Stress Scale (PSS-10) has not been translated into Bosnian, nor has a study been conducted employing a sample of family medicine physicians and nurses to examine the instrument's reliability, validity, and factorial structure. Thus, the goal of this study was to investigate the reliability and construct validity of the Bosnian version of the PSS-10 among family medicine professionals. Study design: Cross-sectional descriptive study provided among healthcare professionals in family medicine, using Google forms questionnaire (PSS-10) in Bosnian language. Methods: Translation of PSS-10 in Bosnian is performed according to the proposed set of standardized guidelines. The questionnaire was sent on the email addresses of family physicians and nurses in whole Bosnia and Herzegovina. The collected data were subjected to reliability testing, exploratory and confirmatory factor analysis, which tested three alternative plausible models suggested by the extant literature: single factor, correlated two-factor and bifactor. Results: A total of 272 out of 440 (RR = 61.3) nurses and physician working in family medicine in Bosnia and Herzegovina completed the PSS-10 Bosnia and Herzegovina version (BH). Participants were aged 25 to 69, with a mean age of 44.7 (±10.55). Most participants were women (86.8%) and physicians (58.8%) with specialisation in family medicine (43%). The overall Cronbach's alpha was 0.87 and the test-retest reliability coefficient was 0.88. Exploratory Factor Analysis yielded 2 factors with eigenvalues of 4.77 and 1.35, accounting for 61.2% of variance. Factor 1 consisted of 6 items representing ''perceived distress'', whereas Factor 2 consisted of 4 items representing ''perceived coping''. The Confirmatory factor analysis indicated a very good fit of this bifactor model to this sample. Conclusions: Our results implies that the PSS-10-BH, as a bifactor model with good reliability and validity, may accurately measure the stress levels of family medicine physicians and nurses.
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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 | 0.027 | 0.018 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.003 |
| 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".