Postgraduate Distance Education in University of Cape Coast, Ghana: Students’ Perspectives
Bibliographic record
Abstract
The study explored perceptions of postgraduate distance education students of University of Cape Coast (UCC). Specifically, associations between UCC postgraduate distance students’ characteristics and satisfaction, as well as students’ perceptions of physical facilities, staff-students relationship, facilitator quality, and student support services were examined. Determinants of students’ satisfaction regarding physical facilities, staff-students relationship, facilitator quality, and student support services were also investigated. A census was used for the study, whereby a questionnaire was used to collect data from 125 students. It was revealed that satisfaction was not dependent on age, gender, or programme of study but was significantly related to study centre location and semester of study. The students were generally satisfied with physical facilities, staff-students relationship, and facilitator quality but were unimpressed with student support services. The three domains that students were impressed with were deemed to be determinants of their satisfaction. It was recommended that those aspects of the programme that received satisfactory responses should be maintained but improved on with time. Those aspects with unfavourable responses, on the other hand, were to be critically considered for immediate improvement.
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".