International Students’ Perspectives on the Importance of Obtaining Social Support from Host National Students
Bibliographic record
Abstract
<p class="apa">Students pursuing studies in a foreign land experience a disruption or loss of familiar support networks that function as powerful coping mechanisms in times of stress. Loss of social support has been associated with negative consequences such as depression, anxiety and loneliness. Researchers have categorized social support as emotional, practical, informational and in the form of social companionship. This study reports the findings of a study involving undergraduate international students pursuing their first degrees in four research universities in Malaysia. Using the quantitative methodology, a total of 400 questionnaires were distributed to international undergraduates with a return of 318 questionnaires. Results showed that many international students desired frequent social support from host national students in all four categories. Suggestions are made to institutions of higher learning to create a more supportive and conducive environment for intercultural contact in line with the efforts of internationalization.</p>
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How this classification was reachedexpand
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 teacher head, 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".