The Impact of Transformational Leadership on Crisis Management in the Cellular Communications Sector in Jordan
Bibliographic record
Abstract
The current study aimed to identify the impact of transformational leadership on crisis management in the Cellular Communications sector in Jordan. This study relies on the descriptive and analytical approach for this study. The study population includes administrators working in Zain, Orange, and Umniah companies. A Convenience non-probability sample of 100 managers was taken to distribute the study questionnaire to them. Moreover, the study reached the following results: There is a statistically significant impact at (α ≤ 0.05) for transformational leadership with its dimensions (ideal effect, inspirational stimulation, intellectual stimulation, individual considerations) on crisis management in Jordan cellular communications sector. In light of the previous results, the researcher recommends the following: The necessity for the administration to use the information network security system to retrieve information before the crisis occurs. Senior management's necessity to benefit from its previous experiences to generate knowledge benefits the organization's employees—the need to create an organizational culture that promotes the useful application of transformational leadership.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 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".