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Record W7132861684

The Cosmopolitans: International Students’ Identity Negotiations, Past and Present, at an Ontario University

2024· dissertation· W7132861684 on OpenAlexaffabout
Maria Merecoulias

Bibliographic record

VenueTSpace · 2024
Typedissertation
Language
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsVector InstituteUniversity of Toronto
Fundersnot available
KeywordsCosmopolitanismIdentity (music)Venn diagramEthnographyDiversity (politics)IdeologySocializationEnculturationHermeneuticsNegotiation
DOInot available

Abstract

fetched live from OpenAlex

This research highlights the superdiversity (Blommaert, 2013; Vertovec, 2007) of undergraduate students in a university located within a large urban area in Ontario. Almost one-quarter of the total student body comprises international students, primarily from Asia. This superdiversity has created the cosmopolitans, a by-product of globally mobile students who are in pursuit of an Inner Circle English (Kachru, 1985) education. To theoretically frame the second-language socialization experiences of mobile students in English-speaking contexts, scholars have positioned cosmopolitanism at the junction of identity, language, culture, capital, and ideology (Darvin & Norton, 2016). Cosmopolitanism is a philosophy and a disposition that emphasizes openness and recognizes diversity while respectfully engaging in critical dialogue about difference (Appiah, 2006; Delanty, 2009). This study seeks to examine the role of cosmopolitanism in international students’ identity negotiations, past and present, as reflected in their dispositions and experiences while studying at a university in Ontario as well as in their recollections of their high school experiences. Elements of ethnographic and phenomenological approaches are blended with a case study method, and data have been collected and analyzed using qualitative, interpretivist methodologies. Data were collected through semi-structured interviews with 12 university students (focal participants) and two of their peers (non-focal participants), during which a Venn Diagram was used as a heuristic to discuss hybrid identity negotiations (Bhabha, 1994). Some students also completed journals. In addition, interviews were conducted with seven educational professionals to gain multiple perspectives. The research findings highlight the ways in which early study abroad experiences shape students’ identities and future choices. This study also expands the use of a tool that can be used to collect data about participants’ identities, specifically by using the Venn diagram. This dissertation provides educators with a deeper understanding of international students’ experiences. It has the potential to promote third space (Bhabha, 1994) for international students to negotiate their identities in the classroom and beyond, including those students who participate in early study abroad as adolescents.

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)0.003
metaresearch head score (Gemma)0.004
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 score0.274
Threshold uncertainty score0.551

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0270.010
Scholarly communication0.0080.003
Open science0.0010.007
Research integrity0.0010.002
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 head0.025
GPT teacher head0.407
Teacher spread0.382 · 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
Published2024
Admission routes2
Has abstractyes

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