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Record W2974148974 · doi:10.1108/ijem-06-2019-0204

Managing a short international study trip: the case of China

2019· article· en· W2974148974 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInternational Journal of Educational Management · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Student and Expatriate Challenges
Canadian institutionsWestern University
Fundersnot available
KeywordsExperiential learningTRIPS architectureOriginalityCompetence (human resources)Knowledge managementPsychologyComputer scienceSociologyPedagogyQualitative research

Abstract

fetched live from OpenAlex

Purpose The purpose of this paper is to discuss the major planning and implementation practices that should be followed in a short term international study trip (IST). The focus throughout is on how to utilize experiential learning to establish cultural competence. Design/methodology/approach The paper shows how to plan and manage an international MBA study trip to China using a specific case to illustrate the methods employed. Findings The use of a highly structured approach to an experiential learning exercise combined with a focus on key elements of cultural competencies creates a positive environment and leads to significant focused learning. Originality/value This paper fills three key gaps in the literature. First it uniquely focuses on the implementation of a conceptual framework that incorporates the types of cultural competency related learning that are to take place. Second, it illustrates how to design and implement an IST highlighting two key aspects of experiential learning: providing challenging experiences and encouraging reflection. Third, it focuses on a trip to China which, although one of the most popular destinations for business students, is lightly reviewed in the literature. This study fills a significant gap in the literature dealing with the management of short term study trips.

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.

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)0.002
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.547
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.023
GPT teacher head0.380
Teacher spread0.358 · 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