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Record W7067955128

Narrative research on Asian students’ interpretations and integrations of their worldviews studying in a Master of Education (MEd) program in Canada

2022· article· en· W7067955128 on OpenAlexaboutno aff

Bibliographic record

VenueIslandScholar (University of Prince Edward Island) · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Student and Expatriate Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsTransformative learningVietnameseNarrativeContext (archaeology)Narrative inquiryEthnographyDestinationsStudy abroad
DOInot available

Abstract

fetched live from OpenAlex

Canada is one of the favored destinations for Asian students to pursue their postgraduate study in Education. Asian students in this thesis refer to Chinese and Vietnamese students from Sinosphere influenced by Confucianism in East Asia. However, those graduate students often encounter a wide range of language, academic, social, cultural, and employment challenges. These challenges provide them opportunities to digest new experiences, reflect on their own knowledge and values, and integrate that knowledge into their own perspectives. Yet, these transformative experiences are seldom discussed. This thesis describes the experiences of six Master of Education students studying in Atlantic Canada. Utilizing narrative inquiry, important factors and mindsets relating to transformative growth are outlined holistically so that each participant's story can be understood through the context of lived experience. This study took place during the pandemic of COVID-19, so the findings are constrained by and informative of studying during the pandemic. Analyses included grouping participants into two characters, a single female and a female with family. Themes, contextual setting, actions, problems, and solutions were identified. Findings address how participants have interpreted their new experiences and integrated these experiences into their original worldviews studying in Canada and highlight how these events triggered them to internalize their experience and create meaning. Participants found increasing self-understanding and positive attitudes in learning as two experiences toward positive changes. In addition, the findings point to four major difficult experiences faced by participants: a lack of confidence in English speaking, insufficient crosscultural social connections, inadequate critical thinking ability, and limited choices in career. Implications focus on how to provide the total experience for students with the collaboration of the Education faculty, various departments in universities, the provincial governments, and future employers.

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)0.008
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 score0.457
Threshold uncertainty score0.919

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0240.013
Scholarly communication0.0090.003
Open science0.0030.006
Research integrity0.0010.005
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 head0.053
GPT teacher head0.352
Teacher spread0.299 · 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
Published2022
Admission routes1
Has abstractyes

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