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Record W233132351

Ethnic Intermarriage in Canada (1)

2002· article· en· W233132351 on OpenAlexvenueaboutno aff
Madeline A. Kalbach

Bibliographic record

VenueCanadian ethnic studies · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicMigration and Labor Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsEthnic groupEthnologyGeographyCensusHumanitiesDemographySociologyPopulationArtAnthropology
DOInot available

Abstract

fetched live from OpenAlex

ABSTRACT/RESUME Since the late nineteenth century the rate of ethnic intermarriage has been increasing in Canada. This paper analyzes current levels of ethnic intermarriage in Canada during the 1990s in relation to the historical trends reported in earlier analyses. Differences between husbands and wives and the native-born and foreign-born are examined for Canada as a whole using data from the 1996 Census. Intermarriage data are also presented for husbands and wives residing in five Prairie major CMAs as well as for Toronto, Montreal, and Vancouver. Overall, husbands tend to marry exogamously to a slightly greater extent than wives, the native-born tend to exhibit higher rates of ethnic exogamy than their foreign-born counterparts, and the Prairie CMAs have higher rates of ethnic endogamy compared to Toronto, Montreal, and Vancouver. Depuis la fin du dix-neuvieme siecle, le taux de marriage entre divers groupes ethniques au Canada a toujours augmente. Le present article fait l'analyse des niveaux courants d'intermarriage ethnique au Canada pendant les annees 1990s, quant a les tendances historiques rapportes ailleurs. Les differences entre les maris et les epouses, et entre les Canadiens de naissance et ceux qui sont de provenance etrangere, sont examinees en somme, en utilisant les donnees du Recensement de 1996. Les donnees pour l'intermarriage ethnique sont aussi presentees pour les maris et les epouses qui habite a cinq villes majeurs (CMAs) des Prairies, et aussi pour Toronto, Montreal, et Vancouver. En general, les maris se dirigent vers le marriage exogame un peu plus que les epouses, les Canadiens de naissance montre des taux d'exogame ethnique plus eleves que leurs contre-parties de provenance etrangere, et les villes majeurs (CMAs) des Prairies ont des taux plus eleves de l'endogame ethnique en comparaison de Toronto, Montreal, et Vancouver. INTRODUCTION By definition, intermarriage means the crossing of some well-defined line such as ethnic origin or religion in mate selection. Thus, ethnic intermarriage (ethnic exogamy) occurs when an individual marries a spouse of an ethnic origin different from his or her own. On the other hand, ethnic endogamy (ethnic intramarriage) occurs when an individual marries someone of the same ethnic origin as him- or herself. In a multicultural society such as Canada, minority persons who marry within their own minority ethnic or cultural origin group are said to be more ethnically-connected than individuals who marry exogamously. They are considered to be relatively more assimilated than those who retain their original ethnic ties through marriage. The purpose of this paper is to analyze current levels of ethnic intermarriage in Canada during the 1990s in relation to the historical trends of ethnic intermarriage reported in an earlier analysis by Kalbach (2000). Variations in intermarriage patterns for both native-born and foreign-born husbands and wives will be examined for a selected number of ethnic origin groups, e.g., English, Irish, Scottish, French, Ukrainian, German, Greek, Italian, Chinese, East Indian, West Asian/Arab, and Black/Caribbean ethnic origins at the time of the 1996 Census. This paper also examines the overall pattern of ethnic intermarriage regardless of ethnic origin for husbands and wives living in Toronto, Montreal, and Vancouver and the five Prairie CMAs, i.e., Edmonton, Calgary, Regina, Saskatoon, and Winnipeg. Intermarriage and Assimilation Certain behaviours are commonly considered indicators of assimilation. In a predominantly English-speaking society like Canada, for example, an immigrant who can speak English is considered more assimilated or acculturated than one who cannot. Similarly, a relatively higher degree of assimilation is attributed to an immigrant who marries a spouse of a different ethnic or cultural origin than to one who remains ethnically-connected through marriage to his/her own group. …

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.014
Threshold uncertainty score0.100

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.005
Science and technology studies0.0030.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.000

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 head0.156
GPT teacher head0.371
Teacher spread0.215 · 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 designObservational
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

Citations29
Published2002
Admission routes2
Has abstractyes

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Same venueCanadian ethnic studiesSame topicMigration and Labor DynamicsFrench-language works237,207