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Record W2345941913 · doi:10.14288/1.0055791

Welcome to Canada? : experiences and views of international graduate students at the University of British Columbia

2009· article· en· W2345941913 on OpenAlexaboutno aff
Regina Arkadiyivna Lyakhovetska

Bibliographic record

VenuecIRcle (University of British Columbia) · 2009
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicManagement and Organizational Studies
Canadian institutionsnot available
Fundersnot available
KeywordsLibrary sciencePolitical scienceMedia studiesMedical educationSociologyMedicineComputer science

Abstract

fetched live from OpenAlex

There is a significant body of research literature on problems of adaptation of international students, but there is a general scarcity of research on issues related to international students and internationalization of higher education. This qualitative study was designed to examine the experiences of international graduate students with respect to their academic and social life, finances and employment as well as experiences with the student services and perceptions of inclusion in campus community. Their views about internationalization at UBC were also examined. Ten students from nine different countries studying in one department at the Faculty of Education participated. Individual indepth interviews and a focus group were conducted. The study has revealed that experiences of international students are as diverse as their backgrounds. Three participants studying at a PhD level were consistently satisfied with all aspects of their experiences. They were active in class discussions; they attended and presented in seminars and conferences. They had scholarships or sufficient family savings or secure on-campus assistantships. They felt included in the campus community and found the community at the department very welcoming. In contrast, Masters students from non-English speaking countries have found it challenging to survive and progress at university. Few were active in classroom discussions, extra-curricular academic and social activities. None reported having developed more than one or two meaningful contacts with Canadian classmates and faculty throughout their studies. They did not feel included in the department community or felt neither excluded nor included. They talked about feeling strangers and outsiders. Few used student services. They reported significant challenges in finding on-campus jobs. However, they developed many connections with other international students. Several of them volunteered to help other international students feel welcome. Although these students reported having struggled a lot, they also learned a lot from their experiences and became more independent, more outspoken and more proactive. Participants agreed that international students should be more active in sharing their backgrounds and participating in campus activities, but they needed the university to reach out for them as well and make them feel an important part of campus. The majority of them believed that international students were bringing a variety of benefits to teaching, learning and research. They listed Canadian students, faculty members, other international students and the university as a whole among the main beneficiaries. Based on the findings above, the following areas were identified where the majority of participants felt their needs were not fully met and improvements would enable them to have better educational and social experiences. These areas included academic programming, social interaction, community sensitivity, support services, institutional and government policies, and the role of international students in internationalization. This study recommends enhanced efforts by a host university and its community to integrate international students in and outside the classroom. It also calls for greater attention to provision of language training, curriculum internationalization, and easing of institutional and government policies restricting financial aid and employment opportunities for international students. Successful interaction and collaboration between international students and host universities will advance the process of university internationalization.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.972
Threshold uncertainty score0.200

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0270.006
Scholarly communication0.0090.002
Open science0.0020.005
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0060.001

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.

Opus teacher head0.012
GPT teacher head0.178
Teacher spread0.166 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations3
Published2009
Admission routes1
Has abstractyes

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