Teachers’ Beliefs, Teachers’ Goals and Teachers’ Classroom Management: A Study with Primary Teachers // Crenças, objectivos e gestão de sala de aula: Um estudo com professores do Ensino Primário
Bibliographic record
Abstract
Teachers' beliefs and teachers' practices tend to fit together. However exceptions seem to be significant. This study, carried out with primary teachers (N = 279), explores the relation of teachers' classroom management beliefs to teachers' classroom goals and teachers' practices. A cluster analysis identified three distinct teaching beliefs' profiles: teacher-centered, student-centered and ambivalent/inconsistent. Clusters somehow overlap in the teaching goals they most value but some striking differences are also apparent. Classroom reported practices clearly differentiate clusters. Somehow surprisingly almost a quarter of participants are ambivalent/inconsistent. This mismatch between teaching beliefs, teaching goals and classroom practices seems to elicit some puzzling behaviors on our teachers' participants (e. g. "humiliating students in classroom that show inappropriate behaviors") that deserve further research.
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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 | 0.007 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.004 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".