Exploring the Influence of Leadership Styles on Organizational Commitment: A Quantitative Study
Bibliographic record
Abstract
The relationship between leadership styles and organizational commitment is examined, focusing on how different leadership approaches influence employees’ commitment levels. Organizational commitment is considered a critical factor in employee retention, job satisfaction, and overall organizational performance. A sample of 220 participants from the services sector was drawn and a quantitative analysis was employed to explore the impact of leadership on commitment. Data was collected using validated scales for leadership styles (e.g., ethical, authentic, and inclusive leadership) and organizational commitment. Statistical analyses, including Cronbach’s alpha, correlation, regression, and t-tests, were conducted to test the hypotheses. A significant positive relationship between ethical and authentic leadership styles and organizational commitment was established while a moderate impact was shown by inclusive leadership. The growing body of literature on leadership and organizational behavior benefits from this study. Practical implications proposed that leadership development programs emphasizing ethical and inclusive practices should be prioritized by organizations to enhance employee commitment and ensure organizational success.
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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 | 0.001 | 0.004 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 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 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".