Health Lens dimensions

Alcohol Use

Dimension 629 of 1,100 · Health Lens

Excitement Index
0.0552

Alcohol Use measures the extent and problematic patterning of alcohol consumption expressed in drinking frequency, quantity, loss of control, intoxication-related consequences, and heavy episodic use. It encompasses both routine drinking behavior and signs that alcohol use is becoming compulsive or harmful.

evidence final name · Alcohol Drink

Bands

Low Alcohol Use

Expressions activating this band describe alcohol use as absent, infrequent, or limited to general attitudes and basic reports of whether drinking occurs. The content centers on occasional consumption or simple acknowledgment of drinking without clear signs of intoxication, compulsion, or harm.

Moderate Alcohol Use

Expressions activating this band describe recurring alcohol consumption with emerging salience or consequences, such as strong desire to drink, regular reporting of drinking occasions, or alcohol-related legal trouble. The content reflects use that is active and behaviorally meaningful rather than merely occasional.

High Alcohol Use

Expressions activating this band describe substantial alcohol consumption accompanied by impaired control, heavy typical intake, blackout-like memory problems, or needing alcohol to recover after prior drinking. The content reflects drinking that is excessive and disruptive in its immediate effects.

Severe Alcohol Use

Expressions activating this band describe very heavy alcohol consumption quantified in large numbers of drinks or units, often including repeated single-occasion high-intake episodes. The content reflects sustained or binge-pattern drinking at levels associated with marked intoxication risk.

Evidence summary

Candidate names

Alcohol Drink1.00
Unit0.50
Units0.50

Sentence counts by range

B-10..B-4576,587
B-3854,271
B-2..B43,549,021
B5..B111,964

Dataset representation

01__health_reviews__druglib__benefits_effectiveness48
03__fact_checking__liar__truth_ordinal38
05__whole_disney_dataset__rating60
06__text_reviews__acl_imdb__binary_sentiment82
07__emotion_labels__goemotions_reddit__multilabel54
08__dialogue_emotion__empathetic_dialogues__context58
10__social_media_sentiment__sentiment140__binary85
11__consumer_complaints__response_explanation_vs_relief106

Anchor definitions

Minimal Alcohol Drink

Minimal Alcohol Drink: Content characterized by fortified, supporting, claim, and related themes. Expressions activating this band reflect alcohol drink at this level.

Moderate Alcohol Drink

Moderate Alcohol Drink: Content characterized by amount, actions, trailers, and related themes. Expressions activating this band reflect alcohol drink at this level.

Intense Alcohol Drink

Intense Alcohol Drink: Content characterized by blood, element, alcohol, and related themes. Expressions activating this band reflect alcohol drink at this level.

Peak Alcohol Drink

Peak Alcohol Drink: Content characterized by unit, units, nights, and related themes. Expressions activating this band reflect alcohol drink at this level.