Inspiring Educators and a Pedagogy of Kindness: A Reflective Essay
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
The purpose of this reflective essay was to explore the literature on educators that employ kindness as an approach to pedagogy in higher education. Through a series of reflections, we then considered how educators using a teaching philosophy guided by a pedagogy of kindness influenced learners’ lives, enhanced their social consciousness, and facilitated meaningful learning. To begin, we summarized research reports from peer-reviewed journals and articles from grey literature. Questions that guided the literature search were, how does the use of a teaching philosophy based on a pedagogy of kindness affect the learning environment for students and does it modify their attitudes towards social injustice, does this teaching philosophy improve academic outcomes for learners, and is there a possible link between a pedagogy of kindness and teaching success? In sum, the literature revealed that a teaching philosophy based on a pedagogy of kindness is a common approach used by inspiring educators. Further, this teaching philosophy positively influences students, their learning environments, their educational achievements, and engages them to reflect on issues of social justice. A pedagogy of kindness also results in increased career fulfillment for teachers. Our reflections provide examples of these conclusions.
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 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 | 0.000 | 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 | 0.000 | 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