Alcohol Problem Orientation
Dimension 273 of 1,100 · Health Lens
Alcohol Problem Orientation measures the extent to which an expression frames alcohol use as problematic, harmful, dysregulating, or identity-defining. It encompasses references to drinking-related consequences, concern about loss of control, self- or other-labeling around alcoholism, and generalized negative judgments about the effects of drinking.
evidence final name · Alcohol Use
Minimal Alcohol Problem Orientation
Expressions activating this band mention drinking-related episodes or life priorities in a loose, incidental, or weakly integrated way, with little stable framing of alcohol as a broader problem. The content may include isolated consequences or unrelated material without a clear evaluative stance toward alcohol.
Low Alcohol Problem Orientation
Expressions activating this band present recognizable drinking-related consequences, criticism, conflict, or attempts to change, but the problem framing remains situational and mixed with social or behavioral detail. Alcohol is treated as a source of trouble in particular episodes rather than as a pervasive harmful pattern.
Moderate Alcohol Problem Orientation
Expressions activating this band explicitly evaluate drinking in terms of normality, social effects, neighborhood prevalence, cognitive impairment, or possible alcoholism. The expression shows active appraisal of alcohol as a meaningful behavioral and moral issue.
High Alcohol Problem Orientation
Expressions activating this band portray alcohol use as clearly harmful, needed, or identity-defining, including morning drinking, feeling best after drinking, and direct self-identification as an alcoholic. The expression treats alcohol as a potent force shaping behavior, judgment, and mental well-being.
Severe Alcohol Problem Orientation
Expressions activating this band make categorical negative judgments about drinking and people who drink, emphasizing irresponsibility, disruption, and social damage from heavy alcohol use. The expression presents alcohol problems as obvious, global, and strongly characterological.
Candidate names
Sentence counts by range
Dataset representation
Anchor definitions
Minimal Alcohol Use: Alcohol use is present at a low level. Expressions activating this band reflect early or diffuse alcohol use.
Emerging 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 a general or mixed form, the proxy here has shifted in character. Expressions activating this band engage with alcohol use at a level associated with formal behavioral assessment.
Elevated Alcohol Use: Alcohol use is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Compared to the band below, alcohol use is more intense and concentrated but retains the same essential character. Expressions activating this band engage with alcohol use at a level associated with formal behavioral assessment.
Severe Alcohol Use: Alcohol use is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Compared to the band below, alcohol use is more intense and concentrated but retains the same essential character. Expressions activating this band engage with alcohol use at a level associated with formal behavioral assessment.