The Role of Self-Reflection in an Indigenous Education Course for Teacher Candidates
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 paper explores the role of self-reflection in a teacher education program. In a mandatory Aboriginal Education course in northwestern Ontario, teacher candidates participated in a variety of self-reflection activities that included two reflection papers, non-traditional sharing circles, and lectures, and classroom discussions that challenged common myths, stereotypes, and prejudices about Indigenous peoples. In a survey with open-ended questions administered at the end of the course, 36 teacher candidates shared their perspectives about self-reflection at the end of the course. Findings from the survey were correlated with seven teacher candidates’ reflection papers and with my personal reflections as a participant-as-observer in two of the mandatory courses. The themes that emerged from analysis were placed into three categories; these categories described the role of self-reflection as a process of (1) self-evaluation, (2) establishing personal connections with course theory, and, (3) developing a culturally inclusive pedagogy. The findings suggest that self-reflection in an Indigenous Education course can provide teacher candidates with an effective approach to uncover, identify, and examine internal biases that impact their understanding of teaching Indigenous students and integrating Indigenous content into the curriculum.Keywords: Indigenous Education; self-reflection; teacher education
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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 | 0.001 | 0.000 |
| 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) | 0.000 | 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 it