Teachers’ Conceptions of Student Engagement in Learning: The Case of Three Urban Schools
Bibliographic record
Abstract
Although student engagement plays a central role in the education process, defining it is challenging. This study examines teachers’ conceptions of the social and cultural dimensions of student engagement in learning at three low-achieving schools located in a low socioeconomic status (SES) urban area. Sixteen teachers and administrators from the three schools participated in two focus group discussions about their definitions of student engagement, indicators of and factors affecting student engagement, and how to facilitate it. The findings indicate that teachers’ conceptions of student engagement have profound ramifications for the ways that they approach their work. Additionally, the teachers recognize that student engagement is a symptom displayed by individuals, but the roots of engagement lay elsewhere. The teachers also described a wide range of strategies to enhance their students' engagement that focused primarily on the student, the teacher and the classroom through improving student-teacher relationships, incorporating out-of-school issues in the curriculum and the classroom, and having teachers show engagement with educational material. We conclude by outlining several implications for practice and policy and by calling for more research on the origins, development and consequences of teachers’ conceptions of student engagement.
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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 | 0.008 | 0.012 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".