Health Lens dimensions

Ethnocultural Prejudice

Dimension 306 of 1,100 · Health Lens

Excitement Index
0.0642

Ethnocultural Prejudice measures the extent to which an expression conveys rejection, distrust, or demeaning judgment toward people defined by ethnic, cultural, racial, or Indigenous group membership. It encompasses discomfort with closeness, disapproval of group values or practices, and explicit stereotyping or derogation of outgroups.

evidence final name · Alcohol Use

Bands

Minimal Ethnocultural Prejudice

Expressions activating this band show little to no ethnocultural hostility and are often neutral, unrelated, or only incidentally mention group identity without conveying clear rejection or derogation.

Mild Ethnocultural Prejudice

Expressions activating this band show limited or indirect ethnocultural strain, such as unease about belonging, language pressure, or vague social distance tied to group identity without sustained hostile judgment.

Moderate Ethnocultural Prejudice

Expressions activating this band convey explicit difficulty accepting another group's ideas, values, customs, attitudes, or behaviors. The prejudice is stated as disapproval and social rejection of culturally defined differences.

High Ethnocultural Prejudice

Expressions activating this band convey strong group-based othering centered on racial or Indigenous identity, with language that marks people as outsiders and treats cultural difference as a basis for negative judgment.

Severe Ethnocultural Prejudice

Expressions activating this band contain overtly derogatory, stereotyped, or dehumanizing portrayals of ethnic, racial, or Indigenous groups. The prejudice is direct and hostile, often using slurs, caricatures, or broad contemptuous generalizations.

Evidence summary

Candidate names

Alcohol Use96.30
Alcohol80.20
Alcohol Use Disorders74.20
Use Disorders63.90
Acculturation Rating Mexican49.10

Sentence counts by range

B-10..B-3876,318
B-2..B44,092,209
B5..B1012,870
B11..B17408
B18..B3138

Dataset representation

01__health_reviews__druglib__benefits_effectiveness63
03__fact_checking__liar__truth_ordinal106
05__whole_disney_dataset__rating127
06__text_reviews__acl_imdb__binary_sentiment302
07__emotion_labels__goemotions_reddit__multilabel171
08__dialogue_emotion__empathetic_dialogues__context121
10__social_media_sentiment__sentiment140__binary211
11__consumer_complaints__response_explanation_vs_relief124

Anchor definitions

Minimal Alcohol Use

Minimal Alcohol Use: Alcohol use is present at a low level. Expressions activating this band reflect early or diffuse alcohol use.

Emerging Alcohol Use

Emerging Alcohol Use: Alcohol use is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where alcohol use was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band engage with alcohol use at a level associated with formal behavioral assessment.

Elevated Alcohol Use

Elevated Alcohol Use: Alcohol use is clearly present at this level. Unlike the band below, where alcohol use was characterized by the behavioral form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band reflect alcohol use at this level of intensity.

Severe Alcohol Use

Severe Alcohol Use: Alcohol use is clearly present at this level. Compared to the band below, alcohol use is more intense and concentrated but retains the same essential character. Expressions activating this band reflect alcohol use at this level of intensity.