Process-based assessment for professional learning in higher education: Perspectives on the student-teacher relationship
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 article reports on a study that was carried out in autumn 2007 with students in a professional nurse education distance course at a Swedish university. The study aimed to develop a greater understanding of the student-teacher relationship based on research questions addressing the teachers’ role, the learning process, and the assessment process in traditional approaches to teaching and learning. A didactical design was adopted, focusing on three learning outcomes in three phases. In each of the three phases, these learning outcomes were assessed by each student documenting his/her knowledge at the beginning, middle, and end of the course. Data was collected via in-depth interviews with students (n = 14) and through a questionnaire (n = 40) and was analysed using an inductive thematic analysis of the material. The results indicate a student-teacher relationship involving ambiguity and complexity in relation to the degree of teacher direction as being teacher-centred or learner-centred and also in relation to the learning process as being reproductive or productive. The interpretation of the results shows diverse aspects of the student-teacher relationship arising from students’ beliefs about teaching, learning, and assessment and, in particular, process-based assessment. The locus of control involves the teachers’ role, the learning process, and the assessment process, which illuminates different perspectives of power relations in the student-teacher relationship.
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 | 0.016 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 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