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Record W7119493546 · doi:10.14421/pjk.v18i2.2796

Exploring Communication and Cultural Adaptation Practices Among Indonesian Diaspora Students at McGill University, Canada

2025· article· id· W7119493546 on OpenAlexaboutno aff
Muhammad Rifa'at Adiakarti Farid, Latutik Mukhlisin, Fajar Junaedi, Eka Anisa Sari

Bibliographic record

VenueProfetik Jurnal Komunikasi · 2025
Typearticle
Languageid
FieldSocial Sciences
TopicInternational Student and Expatriate Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsIndonesianAdaptation (eye)DiasporaReciprocity (cultural anthropology)CLARITYQualitative researchFace (sociological concept)

Abstract

fetched live from OpenAlex

This study discusses the communication and cultural adaptation of Indonesian diaspora students who are studying abroad. The background of this research is rooted in the need to understand how students adjust to their surrounding environment and how they experience cultural adaptation while pursuing education overseas, where the culture and language differ from those of their hometowns. It is undeniable that Indonesian students face various challenges when studying abroad, such as adapting to a new environment, unfamiliar habits, and different patterns of interaction with groups or individuals. These challenges are influenced by several factors, including time, climate, academic environment, food, ethics, language, location, and cultural values, all of which have distinct characteristics. Barriers to communication adaptation can be observed in the ongoing communication process. The influencing factors include the communicators’ linguistic ability, the clarity of messages, the communication media used, the characteristics of the communicants, and the level of reciprocity within the communication interaction. This study employs a qualitative descriptive method, with Indonesian doctoral diaspora students at McGill University, Canada, serving as the research subjects. The results show that respondents needed time to adjust to their environment before they were eventually able to adapt well. The study concludes that adaptation, particularly the ability to understand the local culture and language plays a crucial role in enabling students to adjust successfully.

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 score0.327
Threshold uncertainty score0.658

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0170.004
Scholarly communication0.0040.001
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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.

Opus teacher head0.102
GPT teacher head0.332
Teacher spread0.230 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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