Health Lens dimensions

Alcohol Use

Dimension 211 of 1,100 · Health Lens

Excitement Index
0.0684

Alcohol Use measures the presence and extent of drinking behavior, including alcohol consumption, patterns of use, and alcohol-related consequences or dependence-like experiences. It encompasses expressions ranging from minimal or uncertain alcohol involvement to frequent, heavy, and varied drinking.

evidence final name · Alcohol Use

Bands

Minimal Alcohol Use

Expressions activating this band describe little, uncertain, or indirectly referenced alcohol involvement, often mixed with general health or unrelated content. Alcohol use appears as occasional mention, self-questioning, or early signs such as needing more alcohol or difficulty cutting down.

Moderate Alcohol Use

Expressions activating this band describe active drinking with recognizable behavioral or physical consequences, such as guilt after drinking, concern from others, or shaking after alcohol use. Drinking is present as a meaningful and recurring behavior rather than a passing reference.

High Alcohol Use

Expressions activating this band describe regular and substantial alcohol consumption, including drinking early in the day, reporting typical quantities, and episodes of heavy use with severe withdrawal or perceptual disturbance. Alcohol use is organized enough to be described in habitual amounts and established routines.

Heavy Alcohol Use

Expressions activating this band describe high-volume drinking across multiple beverage types, with emphasis on the usual amount consumed in a day. Alcohol use is experienced as strong, routine, and quantitatively substantial.

Evidence summary

Candidate names

Alcohol172.10
Substance use133.20
Substance involvement133.00
Substance consumption132.80
Alcohol Use109.50

Sentence counts by range

B-9..B-3651,535
B-2..B44,322,171
B5..B108,051
B11..B1786

Dataset representation

01__health_reviews__druglib__benefits_effectiveness65
03__fact_checking__liar__truth_ordinal106
05__whole_disney_dataset__rating100
06__text_reviews__acl_imdb__binary_sentiment161
07__emotion_labels__goemotions_reddit__multilabel113
08__dialogue_emotion__empathetic_dialogues__context84
10__social_media_sentiment__sentiment140__binary221
11__consumer_complaints__response_explanation_vs_relief88

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.

Moderate Alcohol Use

Moderate Alcohol Use: Alcohol use is experienced here at a level consistent with formal clinical assessment and disorder-relevant measurement. Unlike the band below, where alcohol use was characterized by the behavioral form, the proxy here has shifted in character. Expressions activating this band likely reflect alcohol use at a clinical or disorder-relevant level.

Intense Alcohol Use

Intense 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 the clinical form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band engage with alcohol use at a level associated with formal behavioral assessment.

Peak Alcohol Use

Peak Alcohol Use: Alcohol use is present here in a general or mixed form without a single dominant facet. 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 may reflect general or diffuse alcohol use.