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Record W2460699874

Taking Stock of America's Attitudes on Cultural Diversity: An Analysis of Public Deliberation on Multiculturalism, Assimilation and Intermarriage*

2004· article· en· W2460699874 on OpenAlexvenueno aff
George Douglas, George Yancey

Bibliographic record

VenueJournal of Comparative Family Studies · 2004
Typearticle
Languageen
FieldSocial Sciences
TopicSocial and Cultural Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismDeliberationMainstreamSociologyEthnic groupMelting potGender studiesPluralism (philosophy)PopulationPolitical scienceLawPoliticsAnthropologyEpistemology
DOInot available

Abstract

fetched live from OpenAlex

INTRODUCTIONSince America's inception, both social scientists and the public have grappled with the issues associated with racial and ethnic inclusion. In 1835, when commenting on American race relations, de Tocqueville (1900:361) proposed that the presence of an isolated and subjugated black population amounted to the formidable of all the ills threatening the stability of the United States. More than one hundred years later, and shortly after the brief but compelling ascendance of melting pot theory, Myrdal (1944) referred to the very same phenomenon as An American Dilemma and proposed that the integration of minority groups into the mainstream might provide for the equality of all individuals, regardless of their color. Most recently, multiculturalism and its doctrine of equal respect, has emerged as a major theoretical framework for analyzing and resolving intergroup relations (Gordon and Newfield, 1996). In effect, while the appraisal of racial and ethnic inclusion by social scientists and the public vacillated over the years, the presence of an abundant supply of ardent antagonists has ensured the constancy of the assimilation-pluralism debate. Today, the debate persists as American deliberation on multiculturalism and cultural diversity endures.Yet, because scholars and social analysts infuse this debate with most of its energy, much of what we know about America's position on racial and ethnic incorporation is based on their ideas/ideals or anecdotal evidence. While they have produced countless articles, anthologies, texts and monographs on the subject (e.g., Gans, 1997; Glazer, 1997; Nolan, 1996; Manning, 1995; Pincus and Ehrlich, 1994: Goldberg, 1994), attitudinal research on America's position on cultural diversity remains largely unreported, and virtually neglected in the research on racial attitudes (Downey 2000). Available research on this issue tends to focus on political mobilization (Downey, 1999), symbolic issues (Byron, 1999; Alba, 1990), and culture wars and cultural diversity issues (Higham, 2001; Downey, 2000; Schlesinger, 1998; Lipset, 1996; Giroux, 1995; Gitlin, 1995). Of the extant attitudinal research, few studies empirically situate social attitudes toward the central concepts in the debate on cultural diversity-assimilation and cultural pluralism.In this paper we attempt to remedy the gap in the literature in this topic area with a twofold research agenda. First and more generally, we seek to more clearly identify patterns of support and opposition to multiculturalism among the public in the United States. More specifically, we aim to expand the scope of the attitudinal analysis in order to scrutinize how the presence of intermarriage correlates with attitudinal formation on cultural diversity. Intermarriage's longstanding, scholarly reputation as a topic of interests for sociologistsas a measure of social distance, assimilation and intergroup harmony (Lieberson and Waters, 1988), gives the second, more focused research question a compatible, timely and pertinent place within the broader research ambitions stated above.What part does the burgeoning numbers of multiracial, multiethnic families have to play in this national debate on multiculturalism? Some researchers believe intermarriage is more than a measure of the structure of race relations. For them intermarriage itself becomes an engine of social change (Root, 2001; Goldstein, 1999; Yancey and Yancey, 1997). While scant attitudinal research exits on multiculturalism, empirical analysis deliberating on intermarriage and attitudes on cultural diversity, appears to be absent in the literature. Employing a recently administered nation-wide survey, we employ logistic regression models in order to empirically situate the attitudes of Americans on multiculturalism and intermarriage-a deliberation which thus far appears to elude consensus.MULTICULTURIALISM'S CONCEPTUAL FOUNDATIONAssimilation While the central concepts employed in research on racial and ethnic inclusion possess multiple meanings and at times lack conceptual clarity, a generic notion of the meanings attributed to assimilation and pluralism exists in the literature (Downey, 1999). …

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)0.011
metaresearch head score (Gemma)0.011
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.028
Threshold uncertainty score0.105

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0030.004
Science and technology studies0.0120.023
Scholarly communication0.0100.008
Open science0.0020.008
Research integrity0.0040.004
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 head0.281
GPT teacher head0.451
Teacher spread0.170 · 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".

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Citations26
Published2004
Admission routes1
Has abstractyes

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