MétaCan
Menu
Back to cohort
Record W4376876228 · doi:10.1177/00207152231173307

Globalization, contextual threat perception, and nativist backlash: A cross-national examination of ethnic nationalism and anti-immigrant prejudice

2023· article· en· W4376876228 on OpenAlexvenueno aff
Harris Hyun‐soo Kim

Bibliographic record

VenueInternational Journal of Comparative Sociology · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicPopulism, Right-Wing Movements
Canadian institutionsnot available
Fundersnot available
KeywordsGlobalizationImmigrationNationalismPolitical economyPrejudice (legal term)PoliticsPolitical scienceBacklashEthnic groupSociologyDevelopment economicsGender studiesLawEconomics

Abstract

fetched live from OpenAlex

According to critics of globalization, it has ushered in a new era of economic inequality, with some of the biggest “losers” being the majority working classes in advanced capitalist democracies. Economically aggrieved, culturally threatened, and politically excluded, they have become the bedrock of right-wing political parties in much of Europe and the United States. Integral to this phenomenon is the heightened anti-immigrant prejudice espoused by both supporters and leaders of populist movements. The present study investigates a critical issue in this context, one that has been implicitly assumed but relatively understudied: the impact of globalization on xenophobic attitudes among natives. It also examines whether and to what extent globalization moderates the effect of ethnic nationalism on their preferences for restrictive immigration and immigrant assimilation. Findings from multilevel analysis indicate that globalization, as well as the nativist backlash, plays a significant role in directly and indirectly shaping how immigration and immigrants are perceived in host societies.

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 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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.777
Threshold uncertainty score0.594

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0000.001
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 head0.085
GPT teacher head0.432
Teacher spread0.347 · 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 teacher head, 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

Citations10
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Comparative SociologySame topicPopulism, Right-Wing MovementsFrench-language works237,207