A Qualitative Study of Postgraduate Students’ Learning Experiences in Malaysia
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
In Malaysia, postgraduate coursework and research training have expanded significantly in attracting both domestic and international students from Southeast Asia and the Middle East. The task of evaluating the student learning experience in postgraduate education can point out to researchers and university educators various mismatches that would not be immediately known otherwise. In this study, 83 MA and MEd students in two public universities in Malaysia submitted written narratives to discuss their postgraduate learning experiences. Of this total, 10% of the respondents (12 postgraduate students) also volunteered to be interviewed. The findings of this qualitative study showed that the following dimensions impacted on students’ learning experiences: knowledge, values and contacts acquired, professional and personal values acquired and specific learning problems encountered. The implications of the results of this study suggest that public universities in Malaysia can take proactive steps to celebrate learner diversity when addressing students’ difficulties in their continuous effort to further enhance support and facilities for their postgraduate students.
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 | 0.003 | 0.006 |
| 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 | 0.001 |
| 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