The Nebulous, Essential Dimensions in Effective University Teaching: The Ethic of Care and Relational Acumen
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 examines the interrelationships between teaching beliefs and approaches, instructional design, relationships with students, and academics’ and students’ perceptions of effective teaching and learning. Mixed methodology was utilised and included interviews with academics and students, and questionnaires, inventories, and learning journals. As anticipated educationally optimal instructional design was appreciated by academics and students, however, it was not the most significant aspect in influencing students’ perceptions of ‘good’ or effective teaching. Differences were found between two teaching academics’ beliefs about students and these translated into varied approaches to teaching, interactions with students, and different capacities to establish positive classroom environments and relationships. Academics’ ethic of care and relational acumen were the pivotal components in students’ criteria for effective teaching, which may present a quandary to academic developers. Findings indicate the importance of relational acumen and an ethic of care and may also have significance for university leaders in matching academic teaching activities to faculty strengths and potentially explaining negative student feedback in well-designed units.
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 | 0.026 | 0.038 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| 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