Clinical Educators' Empowerment, Job Tension, and Job Satisfaction
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
In Brief Recruitment and retention of qualified nursing staff are vital to safe patient care and require the expertise of clinical educators to facilitate the nurses' professional development. However, organizational redesign has challenged clinical educators with role ambiguity, job stress, and decreased job satisfaction. This study used Kanter's Structural Theory of Organizational Behavior to examine the relationships between clinical educators' perceptions of empowerment, job tension, and job satisfaction. High levels of workplace empowerment were significantly related to low levels of job tension. In addition, the combination of high levels of empowerment and low levels of job tension was predictive of high levels of job satisfaction. Implications for staff development administrators are discussed. This study used Kanter's Structural Theory of Organizational Behavior to examine the relationships between clinical educators' perceptions of empowerment, job tension, and job satisfaction.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| 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