President Ramon Magsaysay State University Graduate School (PRMSU-GS) Lecturers’ Job Satisfaction in the ‘New Normal’
Bibliographic record
Abstract
A study on job satisfaction study among Graduate School professor/lecturer respondents of President Ramon Magsaysay State University, Iba, Zambales, Philippines was conducted during the first quarter of the school year 2023. A descriptive research design with standardizes survey checklist on job satisfaction. The study used a descriptive statistical tool in analyzing the data gathered. Dimensions of the job satisfaction include pay, promotion, supervision, fringe benefits, contingent rewards, operating conditions, co-workers, nature of work and communication. Majority of the Graduate School professor/lecturer respondents are female, holders of Doctorate degree, Associate Professors and Assistant Professors and working in PRMSU for less than two decades. The Graduate School professor/lecturer respondents strongly agreed that they are satisfied with the aspect of job satisfaction primarily Supervision; followed by nature of work and communication. Overall the Graduate School professor/lecturer respondents perceived strongly agreed they are satisfied with their job/work at the Department during the New Normal.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 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 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".