Patients’ satisfaction of health service quality in public hospitals: A PubHosQual analysis
Bibliographic record
Abstract
Patients' satisfaction has become one of the critical issues for governments all over the world and they are prioritizing to keep their citizens happy. The objective of the current study was to determine the impact of health service quality on patient's satisfaction. The study was applied on public hospitals in Jordan. The participants of this research were physician/doctors working in public hospitals in Jordan, a convenience sample with 400 questionnaires handled to the patients, and 354 questionnaires were valid for statistics. The researchers used the AMOS software version 20 to test the hypothesized structural equation model. Health service quality explained %65.7 of the variation of patient satisfaction, which was also, illustrated the extent to which the quality of health service had the potential to make a change in the level of patients' satisfaction in public hospitals. Health service quality had a positive effect on patient satisfaction; therefore, researchers pointed out some recommendations for top management and decision-makers at public hospitals.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.011 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.001 | 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".