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Record W2098775063 · doi:10.5430/ijhe.v2n2p35

New International Academics’ Narratives of Cross-Cultural Transition

2013· article· en· W2098775063 on OpenAlexvenueno aff
Sharon Thomas, Bunmi S. Malau‐Aduli

Bibliographic record

VenueInternational Journal of Higher Education · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Student and Expatriate Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsCollegialityInstitutionHigher educationNarrativeSociologyPublic relationsIdeologyIdentity (music)Political scienceFocus groupPedagogySocial sciencePoliticsLaw

Abstract

fetched live from OpenAlex

Increasing numbers of academics world-wide are migrating as higher education institutions internationalise. Yet academics’ experiences of cross-cultural transition remain under-explored, especially in comparison with students. This small-scale narrative study, employing focus group interviews, aimed to explore the cross-cultural transition experiences of international academics at one multi-campus university in regional Australia. This research was not institutionally-driven. Rather, it was instigated by the researchers out of concern for the welfare of new international academics at their institution. The findings are compelling, some of which underscore existing research findings of other migrating groups – for example, the complex, challenging, highly individualised nature of cross-cultural transition experiences. Some findings, however, are unique to this group of academics – for example, the ‘culture of silence’ that permeated most aspects of their professional lives as well as the challenges inherent in developing a professional identity in a small, isolated, parochial community. These latter findings are disquieting as they highlight a gap between policy and practice within the university. More disturbingly, they are resonant of the neoliberalist ideology currently dominating higher education where hyperindividualism and survival-of-the-fittest mentalities erode collegiality. There are salutary messages for the myriad groups who work in higher education institutions about the ‘cost’ associated with an absence of comprehensive, systematic institutional transition support for international academics. Recommendations specifically aimed at new international academics include: a revision of workload models; general and pedagogically-specific induction workshops; professional learning (cross-cultural transition) workshops for support staff and senior management; and the establishment of support groups for the academics and their families.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.465
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.002
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.000

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 head0.039
GPT teacher head0.426
Teacher spread0.387 · 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 teacher head, not a consensus.

Study designNot applicable
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

Citations12
Published2013
Admission routes1
Has abstractyes

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