Rethinking Classroom Management from a Student-Centered Perspective: An Online Module Approach
Bibliographic record
Abstract
In our qualitative research study, we sought to determine whether completing a set of online modules called Classroom Flow could shift pre-service teachers’ (PSTs’) perceptions, language, and practice towards developing classroom cultures that are more student-centered. The online modules encouraged PSTs to familiarize themselves with the various classroom management theories and practices throughout history. Embedded case study scenarios within the modules enabled PSTs to encounter, redirect, and/or mitigate off-task student behaviours in a safe environment outside of the classroom. Throughout the modules, we opted to use the language of flow to represent the idea of classroom management from a more student-centered perspective. Our findings revealed that the use of online modules not only enabled PSTs to reflect on their choices for establishing student-centered classroom cultures and mitigating classroom disruptions but also helped to fill a gap in their teacher education programs.
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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 | 0.009 | 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 | 0.007 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.009 |
| 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".