Job Satisfaction and Burnout Levels of Early Childhood Teachers in the U.S. and Turkey
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
The present comparative study has investigated whether the fact that EC teachers in the U.S. and Turkey do the same job in different conditions exerts a positive and/or negative influence on their state of job satisfaction and burnout. The study was structured within correlational survey methodology. Participants were EC teachers recruited from the province of Konya in Turkey and Buffalo in New York State. When looked at job satisfaction and burnout levels of the participants in the U.S. and Turkey, results point to a significant difference in the mental burnout and internal satisfaction sub-dimensions in favor of the participants in Turkey. When job satisfaction and burnout levels were examined according to the number of years of occupational seniority, emotional burnout score averages, total burnout scores and external satisfaction score averages of the participants in Turkey were found to be higher than the participants in the U.S
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 | 0.000 |
| 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