PsyProxy
Health Lens dimensions

Substance Use

Dimension 2 of 1,100 · Health Lens

Excitement Index
0.1684

Substance Use measures the extent to which an expression reflects consumption of alcohol, tobacco, or other drugs, including frequency, quantity, and difficulty regulating use. It encompasses both general references to using substances and more sustained or consequential patterns of drinking or drug use.

evidence final name · Drink Alcohol

Bands

Minimal Substance Use

Expressions activating this band contain little to no clear substance-related content, or only very indirect and nonspecific references that do not establish active use.

Moderate Substance Use

Expressions activating this band describe identifiable use of alcohol, tobacco, or drugs, often as history, frequency, type of substance, or attempts to control use. The content reflects active substance involvement without a strongly concentrated emphasis on heavy drinking.

High Substance Use

Expressions activating this band center on frequent or substantial alcohol consumption, including amounts consumed, regular drinking occasions, intoxication, and concern from others about drinking. The experience is expressed as ongoing and behaviorally salient substance use.

Evidence summary

Candidate names

Drink Alcohol1.00
Drinks0.50
Night0.50

Sentence counts by range

B-2..B04,976,285
B1..B25,443
B3..B5115

Dataset representation

01__health_reviews__druglib__benefits_effectiveness28
03__fact_checking__liar__truth_ordinal34
05__whole_disney_dataset__rating37
06__text_reviews__acl_imdb__binary_sentiment38
07__emotion_labels__goemotions_reddit__multilabel31
08__dialogue_emotion__empathetic_dialogues__context38
10__social_media_sentiment__sentiment140__binary54
11__consumer_complaints__response_explanation_vs_relief36

Anchor definitions

Low Drink Alcohol

Low Drink Alcohol: Content characterized by well, still, most, and related themes. Expressions activating this band reflect drink alcohol at this level.

Moderate Drink Alcohol

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

High Drink Alcohol

High Drink Alcohol: Content characterized by night, drink, drunk, and related themes. Expressions activating this band reflect drink alcohol at this level.