The Examination of Teachers’ Levels of Organizational Happiness
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
This study aims to investigate the levels of organizational happiness of teachers working in primary, secondary, and high schools and to determine whether there is a significant difference in terms of some demographic characteristics. The screening model was employed in the study. The study population consists of teachers working in the Küçükçekmece, Bağcılar, Avcılar, and Esenyurt districts during the 2017-2018 academic year. The sample of the study comprises 297 teachers working in the Küçükçekmece, Bağcılar, Avcılar, and Esenyurt districts and selected via the convenience/incidental sampling method. In the study, the “Personal Information Form” created by the researchers and the “School Happiness Scale” developed by Bulut (2015) were used as data collection tools. The SPSS packaged software was used in the data analysis. According to the results of the data analysis, teachers’ general happiness perceptions and organizational happiness perceptions were observed to be high according to the subdimensions of management processes, attitudes towards the teaching profession, communication, commitment and economic provision of the School Happiness Scale. Teachers’ perceptions of organizational happiness differed significantly according to the level of education taught by teachers in the subdimensions of management processes and economic provision of the School Happiness Scale. Teachers’ perceptions of organizational happiness differed significantly according to professional seniority in the management processes subdimension of the School Happiness Scale. Teachers’ perceptions of organizational happiness differed significantly in the subdimensions of management processes, attitudes towards the teaching profession, commitment, and economic provision of the School Happiness Scale and according to the branch variable in the overall total. Teachers’ perceptions of organizational happiness did not differ significantly according to the variables of gender, educational status, age, and seniority in the school where they worked.
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 | 0.000 |
| 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) | 0.001 | 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