MétaCan
Menu
Back to cohort
Record W271464739

Vietnamese-Canadian University Students in Regina: Socio-Cultural and Educational Adaptation

2006· article· en· W271464739 on OpenAlex
Henry P. H. Chow

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.

venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCanadian ethnic studies · 2006
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsnot available
Fundersnot available
KeywordsVietnameseAcculturationEthnic groupSociologyHumanitiesImmigrationEthnologyPolitical scienceAnthropologyArt
DOInot available

Abstract

fetched live from OpenAlex

ABSTRACT/RESUME A questionnaire survey of the socio-cultural and educational adaptation experiences of Vietnamese-Canadian university students was conducted in a Canadian prairie city. Students' language use, acculturation, academic performance, and school experience were explored. Results indicated that these Vietnamese students were adapting reasonably well to Canadian society. Multiple ordinary least-squares regression analysis demonstrated that the following were significantly related to students' overall adaptation experience: perceived friendliness of Canadians, satisfaction with academic program, academic performance, language proficiency, ethnic self-identity, and sex. Un questionnaire portant sur les experiences d'adaptation educationnelle et socioculturelle d'etudiants universitaires canadiens d'origine vietnamienne a ete distribue dans une ville des prairies canadiennes. Le questionnaire explorait la langue d'usage, le niveau d'assimilation, les performances academiques et l'experience scolaire de ces etudiants. Les resultats indiquent que les etudiants vietnamiens s'adaptaient passablement bien a la societe canadienne. Une analyse quantitative de ces donnees demontre qu'il existe un lien significatif entre leur experience d'adaptation generale et les realites suivantes: leur perception de l'amabilite des Canadiens a leur egard, leur satisfaction concernant leur programme d'etudes, leurs performances academiques, leur niveau de langage, leur identite ethnique et leur sexe. INTRODUCTION The size of the Vietnamese-Canadian ethnic group has been growing as a result of the exodus of Vietnamese nationals from Indochina following the collapse of the Saigon regime in 1975. The 1996 Census enumerated a total of 136,810 Vietnamese in Canada (Statistics Canada 1996). According to the 2001 Census, that number increased to 151,415 over the five year span, as shown in figure 1. Vietnamese Canadians were highly concentrated in the following census metropolitan areas: Toronto (45,105), Montreal (25,610), Vancouver (22,865), Calgary (11,595), Edmonton (8,990), Ottawa/Gatineau (6,650), Ottawa/Hull of Ontario (6,090), Winnipeg (3,495), Hamilton (3,405), and Kitchener (3,315). Only 915 individuals of Vietnamese origin resided in Regina (Statistics Canada 2003). Previous studies of Vietnamese immigrant communities in Canada focus on socioeconomic adaptation among adults (Chan and Dorais 1998; Lam 1996; Montgomery 1986, 1991; Valtonen 1999) and on post-migration stress (Allen and Hiller 1985; Taylor 1991). The few studies involving younger Vietnamese immigrants explore acculturation attitudes (Kwak and Berry 2001), stress (Fry 1985; Hymna et al. 2000), and discriminatory experiences in schools (Phan 2003). Using Chow's (1997) multivariate model of immigrant student adaptation, (1) this study attempts to fill a gap in the literature, namely the adaptation (2) of younger Vietnamese immigrants, by examining the sociocultural (i.e., language use, acculturation, and ethnic self-identification) and educational (i.e., school experience and academic performance) adaptation of Vietnamese-Canadian university students in Regina. Their overall adaptation experience will also be explored. METHODOLOGY Sample Using snowball sampling, 50 students of Vietnamese descent (3) at the University of Regina participated in this survey during the academic year 1999-2000 (Chow 2005). The sample consisted of 28 males and 22 females, with a mean age of 24 years (SD= 5.9). An overwhelming majority (n=44, 88.0%) were born in Vietnam. About three-fifths (n = 29, 58.0%) were admitted to Canada as sponsored, family-class immigrants, and two-fifths (n= 19, 38.0%) came as refugee claimants. The students' length of residence in Canada ranged from 4 to 20 years (M = 13.57, SD = 4.47). Nearly all respondents (n = 49, 98.0%) were Canadian citizens at the time of the survey. With respect to socio-economic status, a majority reported a total family income within the range of $30,001 to $40,000 (n=31, 63. …

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.554
Threshold uncertainty score0.610

Codex and Gemma teacher scores by category

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

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 head0.117
GPT teacher head0.400
Teacher spread0.283 · 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