The association of management and leadership competencies with work satisfaction among pharmacists in Lebanon
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Pharmacists are at the core of the healthcare system and are the most accessible healthcare professionals. Their new roles involve leadership skills, among others. Work satisfaction of pharmacists might affect the quality of the services they provide. Hence, the primary objective of this study was to evaluate the management/leadership skills and work satisfaction of pharmacists and working pharmacy students. The secondary objective was to establish the relationship between management/leadership competencies and work satisfaction. METHODS: This cross-sectional study enrolled 415 Lebanese pharmacists and fifth-year pharmacy students (undergraduates) working in different pharmacy sectors across Lebanon from August 2021 through October 2021 using the snowball sampling technique and validated tools to assess management/leadership competencies and work satisfaction. RESULTS: Management/leadership competencies were significantly correlated with work satisfaction (B = 0.288) and inversely associated with being engaged/married (B = - 2.825) and living outside Beirut or Mount Lebanon (B = - 1.873). Pharmacy students did not significantly differ in their leadership/management level from graduate pharmacists. Work satisfaction was significantly associated with management/leadership competencies (B = 0.062) and inversely related to education level (B = - 0.644). CONCLUSIONS: Pharmacists' work satisfaction and management/leadership competencies are interrelated, although the level of satisfaction seemed lower than the declared level of competencies. These concepts are differentially affected by personal and work-related characteristics. More efforts should be exerted to improve both the satisfaction and management/leadership competencies of pharmacists in Lebanon.
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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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it