Psychological Empowerment on Organizational Commitment as Perceived by Saudi Academics
Bibliographic record
Abstract
Various scholars have identified commitment as one of the major contributors of workplace productivity.Commitment provides the interest and morale for handling tasks which results in organisation progress and growth.Commitment is perceived as either continuance, normative, or continuance commitment. The three commitmentcategories are fundamental, and academics have established empowerment as a fundamental tool for developingworkplace commitment. Significantly, empowerment is categorized as either psychological or structural.Psychological empowerment is purported to increase the commitment levels in institutions. Basically, psychologicalempowerment is concerned more with personnel experience and their responsibilities in the organization rather thanfocusing on managerial activities. This study, therefore, establishes the validity of psychological empowerment inimproving the commitment levels among institutions.The study sampled 100 employees from varied departments in King Saudi University. The participants weredistributed in accordance with their working experience; twenty of the respondents had worked for between 11 and 15years, thirty had a working experience of 6-10 years, and the majority (50) had worked for less than five years. Thelevel of psychological empowerment (PE) and the corresponding organization commitment (OC) was measuredthrough a survey questionnaire. In both questionnaires, the items were measured in 7-point Likert- type, with theleast value being 1 (strongly disagree) and the highest 7 (strongly agree). The results of the study indicated that thatthe average of psychological empowerment and the five dimensions relating to it with organization commitmentwere on the higher side. Notably, organization commitment relied heavily on the level of autonomy given to theemployee in decision making at the workplace.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".