The Relationship between Employee Engagement, Organizational Citizenship Behavior, and Counterproductive Work Behavior
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
Organization have long been interested in the role of management on how employees think and feel about their jobs, as well as what employees are willing to dedicate to the organization. This study tested the relationship between employee engagement, organizational citizenship behavior (OCB), and counterproductive work behavior (CWB). The author administered 507 participants employee engagement scale, organizational OCB scale, and CWB scale of service industries in Yogyakarta, Indonesia. Validity and reliability tests were used to evaluate the questionnaire contents. The result indicated a significant positive relation between employee engagement and OCB and a significant negative relation between employee engagement and CWB and between OCB and CWB This result also indicated no differences between employee engagement of female and male. This result shows that there is a different in mean score of OCB and CWB between male and female.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.001 |
| 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 | 0.001 | 0.002 |
| Open science | 0.000 | 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 it