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Record W4404239805 · doi:10.1007/s44217-024-00338-w

Reflective practice as a tool for teacher education: a comparison between individual and peer reflection of Iranian EFL teachers

2024· article· en· W4404239805 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueDiscover Education · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicReflective Practices in Education
Canadian institutionsYork University
Fundersnot available
KeywordsReflection (computer programming)Reflective practicePsychologyMathematics educationPedagogyTeacher educationComputer science

Abstract

fetched live from OpenAlex

Although research on teacher reflection has substantially grown in the past decades, little is known about how reflection could be integrated in teacher education programs. The current study explored the potential of reflection as a tool for teacher education among Iranian EFL teachers through the use of individual and peer reflection. Data were collected before, during, and after the teacher education program from semi-structured interviews and reflective journals. The analysis of the data showed that while the teachers were not adequately familiar with the principles of reflection before the course, they gradually learned how to use the course content for their personal reflection and use in their classes in relation to their individual and peer reflection. After the course, the teachers showed great interest to be exposed to alternative teacher education programs and learned to situate their course learning within their own engagement in reflective practice. The study provides implications for teacher educators regarding how to include individual and peer reflection approaches in pre-service and in-service teacher education programs so that teachers could become more reflective in their teaching practices.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.711
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.003
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.053
GPT teacher head0.490
Teacher spread0.437 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it