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Record W7057281876

Intercultural Competence Development: Exploring International Graduate Student Leaders' Journeys through Contemplation and Mindfulness-Based Inquiry

2023· other· en· W7057281876 on OpenAlexaboutno aff

Bibliographic record

VenueBrock University Digital Repository (Brock University) · 2023
Typeother
Languageen
FieldMaterials Science
TopicHigh voltage insulation and dielectric phenomena
Canadian institutionsnot available
Fundersnot available
KeywordsTransformative learningContemplationIntercultural competenceCompetence (human resources)Cultural competenceStudy abroadGlobalizationLived experienceConceptual framework
DOInot available

Abstract

fetched live from OpenAlex

Given the globalization of education, intercultural competence (IC) is a pivotal learning outcome in student mobility and internationalization. While scholars conceptualize IC as the ability to communicate effectively and appropriately in cross-cultural contexts, few studies have explored international graduate student leaders’ IC development and how they perceive IC in their transitional journeys, and most research demonstrates IC development mainly through Western-centric frameworks. This study thus explored, through a non-dominant cultural lens, the IC development of international graduate student leaders to deepen the understanding of their lived experiences. Inspired by Thich Nhat Hanh’s philosophy of Engaged Buddhism, the study scaffolded an innovative contemplation and mindfulness-based inquiry and developed the Lotus theoretical framework combining Mezirow’s (1978) transformative learning theory and Drake’s (2010) story model to explore participants’ lived experiences. Eight international graduate student leaders from two Ontario institutions attended the semi-structured interview and two focus groups in the form of a Story Circle (Deardorff, 2020c). Findings depicted new narratives that challenged a deficit view about international students and revealed (a) participants’ perceptions about IC, (b) their journeys of perspective transformation, (c) their engagement in the meaning-making processes, and (d) the role of IC in leadership development. The study’s results offer insight into life in transition and how these students make meaning of their lives through leadership engagement and IC development. Such insights could raise awareness among different stakeholders about the meaning and importance of IC and may enable institutional leaders and practitioners to develop more effective programs and a more inclusive environment for all.

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)0.005
metaresearch head score (Gemma)0.006
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 score0.005
Threshold uncertainty score0.028

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0030.007
Scholarly communication0.0040.003
Open science0.0010.005
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0010.000

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 head0.078
GPT teacher head0.253
Teacher spread0.175 · 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
Published2023
Admission routes1
Has abstractyes

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