Development of Performance Appraisal System for Local School Teachers in Thailand
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
<p class="apa">The objectives of this research were: 1) to study current situation and problem in the performance appraisal system of secondary school teachers, under jurisdiction of the Local Administrative Organization (LAO), 2) to develop the performance appraisal system to apply with the LAO school teachers, and 3) to evaluate the application from the performance appraisal system by using research and development process. The researcher intended to study the current situation and problem of appraisal system in work practice of secondary school teachers. The research was based on the appraisal system, system development, evaluation of performace, factors in performance appraisal system, the LAO educational administration, and the Good Governance principle. The samples were 758 school directors, vice-directors, and division/department chairs from the secondary schools in Thailand. Research instruments were semi-structure interview, rating scale questionnaires, and open-ended questions. Research finding revealed that ethical values were the highest rank in content of performance appraisal while learning management ranked the lowest. Discussion aspects were included current situation, performance appraisal system, application of the system, and satisfaction to performance appraisal system.</p>
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