Enhancing graduate supervision in occupational therapy education through alternative delivery
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
Abstract Sophisticated information technology systems have made distance education both possible and highly desirable. Distance graduate research degrees have contributed to the globalization of occupational therapy research. An exploratory study using qualitative methodology was conducted to further understand the perspectives of four distance students and three supervisors. All students perceived many personal and professional advantages in undertaking graduate study by distance; however, they acknowledged a number of challenges, such as social isolation and lack of access to resources. Supervisors and students identified issues relating to the university bureaucracy, infrastructure, time and isolation. A number of supports that promote successful graduate education were identified, including associate supervisors, on‐campus residency and informal social networks. Students and supervisors needed excellent time management and communication skills, and a commitment to maintaining contact. Students needed to balance multiple demands and supervisors needed to be student advocates. The small sample size in this study limits generalizability of the findings. Further research into methods of optimizing the use of information technology is required. An awareness of the issues and challenges is essential if graduate distance education is to be a mutually beneficial experience for supervisors and students. Copyright © 2000 Whurr Publishers Ltd.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.032 | 0.002 |
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