Health Lens dimensions

Alcohol Consumption

Dimension 1045 of 1,100 · Health Lens

Excitement Index
0.0395

Alcohol Consumption measures the extent of drinking behavior expressed through frequency, quantity, and typical intake of alcoholic beverages. It encompasses general references to drinking as well as specific reporting of beverage types and amounts consumed.

evidence final name · Alcohol Use

Bands

Minimal Alcohol Consumption

Expressions activating this band do not show clear drinking-related content and mainly contain unrelated or administrative material, indicating the proxy is absent or only minimally present.

Moderate Alcohol Consumption

Expressions activating this band describe alcohol use in general quantity and frequency terms, such as typical drinking days, units consumed, or occasions of heavier intake. Drinking is present as a reported behavior, but usually without sustained focus on specific beverage forms.

High Alcohol Consumption

Expressions activating this band describe concrete and habitual alcohol intake with specific beverage types and serving amounts, such as beer, lager, cider, wine, pints, or weekday and weekend drinking. The drinking behavior is expressed as regular, detailed, and quantitatively specified consumption.

Evidence summary

Candidate names

Alcohol220.60
Alcohol Use199.00
Substance use170.30
Substance involvement170.10
Substance consumption169.90

Sentence counts by range

B-5..B-4646
B-3..B34,947,622
B4..B1033,575

Dataset representation

01__health_reviews__druglib__benefits_effectiveness63
03__fact_checking__liar__truth_ordinal69
05__whole_disney_dataset__rating73
06__text_reviews__acl_imdb__binary_sentiment79
07__emotion_labels__goemotions_reddit__multilabel77
08__dialogue_emotion__empathetic_dialogues__context92
10__social_media_sentiment__sentiment140__binary96
11__consumer_complaints__response_explanation_vs_relief111

Anchor definitions

Minimal Alcohol Use

Minimal Alcohol Use: Expressions show no meaningful alcohol use content. The proxy is effectively absent. Expressions activating this band are unrelated to 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. This is the first band where alcohol use becomes detectable. Expressions activating this band likely reflect alcohol use at a clinical or disorder-relevant level.

Heavy Alcohol Use

Heavy 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.