Alcohol Misuse
Dimension 64 of 1,100 · Health Lens
Alcohol Misuse measures the extent to which an expression reflects problematic alcohol use, including heavy drinking, alcohol-related impairment, and beliefs or self-appraisals that normalize or reinforce drinking. It encompasses both behavioral consequences of drinking and the perceived emotional or physical benefits that sustain continued use.
evidence final name · Alcohol Use
Minimal Alcohol Misuse
Expressions activating this band show little clear alcohol-related problem content, often mentioning substance use in a factual, screening, or quantity-reporting way without evident impairment, endorsement, or reinforcement of drinking.
Moderate Alcohol Misuse
Expressions activating this band describe alcohol use as behaviorally consequential or emotionally driven, such as drinking in response to sadness, drinking heavily in social settings, getting sick from drinking, or failing expected responsibilities because of drinking.
High Alcohol Misuse
Expressions activating this band portray drinking as personally problematic and strongly reinforced, with explicit identification as a problem drinker and beliefs that alcohol improves mood, relaxation, pain, sleep, or life experience.
Candidate names
Sentence counts by range
Dataset representation
Anchor definitions
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: 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: 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.