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Record W4390271464 · doi:10.29173/ijll36

Eat those Words: Flipping Understandings of Culture Shock Failure through Self-Leadership in Overseas International Schools

2023· article· en· W4390271464 on OpenAlexaff
Rebecca Stroud Stasel, Rebecca Evans

Bibliographic record

VenueInternational Journal for Leadership in Learning · 2023
Typearticle
Languageen
FieldArts and Humanities
TopicEducation Practices and Challenges
Canadian institutionsQueen's University
Fundersnot available
KeywordsExpatriateAcculturationContext (archaeology)Shock (circulatory)Global LeadershipPsychologyPolitical scienceImmigrationPedagogySociologyPublic relationsMedicineHistoryLaw

Abstract

fetched live from OpenAlex

The global demand for teachers outstrips its supply (Brummitt & Keeling, 2013; UNESCO, 2016). This article argues for a re-examination of the concept of failure in the context of educator acculturation overseas, and the self-leadership and school leadership actions that support teachers new to a host country. Oberg (1960, p. 177) first described culture shock as “an occupational disease” that can lead to sudden breakdown and departure. Culture shock with expatriate teachers overseas is inevitable (Roskell, 2013), and teacher turnover has been reported as high as 60% in some international schools (Mancuso et al., 2010). Since the onset of the pandemic, sudden teacher departures have risen sharply in some schools (Author1, in press). To mitigate the issue, strategic planning of K-12 international school leadership includes improving teacher retention. How a leader views failure matters and learning to fail intelligently can promote innovation and improvement in the longer term (Cannon & Edmondson, 2005). This article examines a subset of a qualitative study on educator acculturation involving 17 sojourning (between-culture) educators in 5 regions in Southeast and East Asia. Participants were found to utilize an arsenal of self-leadership strategies (Houghton et al., 2011) to mitigate acculturative challenges. Most of the participants recalled an early career sojourning experience that they described as shocking and stressful. Participants initially viewed their experiences as failures, however, participants described that these experiences led to beneficial outcomes: increased capacity for future overseas teaching experiences, evidenced by reduced acculturative stress (Berry, 2006). This widespread experience leads one to posit that the initial “fail” when coupled with self-leadership strategies, has a beneficial long-term effect. Better understanding of such experiences will help educational organizations harness the power of these failures by turning them into meaningful learning opportunities that guide the new sojourning teaching towards a successful career.

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 score0.013
Threshold uncertainty score0.027

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0090.024
Scholarly communication0.0100.018
Open science0.0010.007
Research integrity0.0040.008
Insufficient payload (model declined to judge)0.0070.001

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 head0.390
GPT teacher head0.377
Teacher spread0.013 · 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
Published2023
Admission routes1
Has abstractyes

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