The Impact of the Implementation of Organizational Excellence Policies on the Contextual Performance: A Case Study in the Cardiovascular Surgery Hospital
Bibliographic record
Abstract
This research aims to identify the concept of excellence, its organizational requirements and various models, as well as to identify organizational citizenship behaviors and levels of organizational commitment among sample hospital staff. Furthermore, it aims to study the impact of organizational excellence policies on the dimensions of contextual performance. The research has been applied on a sample of 76 members of both majors (doctors, nurses) working at the heart surgery hospital in the city of Aleppo, Syria. The following conclusions have been reached: Employees moderately exercise policies of both organizational excellence (empowerment, training, wages and incentives) and contextual performance dimensions (organizational citizenship, organizational commitment). Moreover, there was an observed positive correlation with one of the policies of organizational excellence (empowerment) on the dimensions of contextual performance, while there was no observed significant effect of both policies (training, wages and incentives) on the dimensions of contextual performance.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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".