Substance Problem Recognition
Dimension 764 of 1,100 · Health Lens
Substance Problem Recognition measures the extent to which an expression acknowledges harmful alcohol or drug use, experiences loss of control or craving, and recognizes a need for change or help. It encompasses awareness of substance-related consequences, difficulty cutting down, and commitment to sobriety or recovery.
evidence final name · Drinking Drink
Absent Substance Problem Recognition
Expressions activating this band do not convey recognizable awareness of alcohol or drug problems and are largely unrelated to substance use or recovery.
Emerging Substance Problem Recognition
Expressions activating this band acknowledge concerning substance use, such as criticism from others, morning drinking, feeling out of control, or beginning to consider help. The recognition is present as concern or early problem awareness rather than a settled commitment to change.
Moderate Substance Problem Recognition
Expressions activating this band identify substance use as a meaningful problem and describe active efforts to reduce or stop, often alongside cravings, failed attempts, or valuing life goals over use. The problem is recognized clearly enough to motivate help-seeking or deliberate change attempts.
High Substance Problem Recognition
Expressions activating this band explicitly state that drinking or drug use is harmful, worsening, and in need of change, with direct identification of having a substance problem. They often include commitment to sobriety or recovery despite doubt, signaling firm acknowledgment of the problem and its consequences.
Candidate names
Sentence counts by range
Dataset representation
Anchor definitions
Minimal Drinking Drink: Content characterized by balance, date, opened, and related themes. Expressions activating this band reflect drinking drink at this level.
Moderate Drinking Drink: Content characterized by drinking, program, intend, and related themes. Expressions activating this band reflect drinking drink at this level.
Intense Drinking Drink: Content characterized by addictions, stop, will, and related themes. Expressions activating this band reflect drinking drink at this level.
Peak Drinking Drink: Content characterized by sober, drinking, drink, and related themes. Expressions activating this band reflect drinking drink at this level.
