Challenges experienced by international students while doing their graduate studies at Memorial University of Newfoundland
Bibliographic record
Abstract
This abstract provides an overview of the challenges faced by international students at Memorial University of Newfoundland (MUN) while pursuing their graduate studies. It highlights the key challenges that international students encounter during their academic journey and the implications these challenges have on their overall experience and well-being. This qualitative study explores various aspects of the challenges faced by international students at MUN, including financial difficulties, cultural adjustment, health, accommodations, language barriers, mental health, climatic, food, daycare and employment. It examines the impact of these challenges on students' academic performance, personal growth, and social integration. Through a comprehensive literature review and analysis of existing research, this study sheds light on the experiences and perspectives of international students at MUN. It explores the multifaceted nature of the challenges they face and the strategies they employ to overcome these obstacles. The findings reveal that international students at MUN face significant financial burdens, including high tuition fees, high living expenses, and limited financial support options. Moreover, language barriers pose communication challenges, hindering their academic progress and social interactions. Cultural adjustment difficulties, such as adapting to a new educational system and social norms, further contribute to their challenges. Health care challenges included limited access to Medicare, health insurance coverage. Unaffordable housing cost, unavailability of housing closer to MUN and issues they had with on campus accommodation were discussed under Accommodations challenges. Limited availability to daycare and high cost of daycare were pointed out by the participants with regards to daycare challenges. Unpredictable weather conditions in Newfoundland and daylight hours were associated with climatic challenges. Difficulty in finding cultural foods and spices were the concerns of food challenges faced by international students. This study also highlights the detrimental impact of academic pressure on international students, leading to stress, anxiety, and decreased mental well-being. These challenges often result in feelings of isolation, homesickness, and a sense of belongingness. Despite the various challenges, international students at MUN demonstrate resilience and determination in overcoming these obstacles. They employ coping strategies such as seeking support from peers, faculty, and support services, engaging in cultural activities, and participating in language enhancement programs.
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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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.004 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.002 | 0.010 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 0.001 |
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".