Gambling Involvement
Dimension 481 of 1,100 · Health Lens
Gambling Involvement measures the extent to which an expression reflects interest in, participation in, and willingness to stake meaningful money on games of chance or betting outcomes. It encompasses casual attraction to betting, perceived excitement or benefit from wagering, and active gambling behavior that can extend to unaffordable losses.
evidence final name · Criminal Activity
Minimal Gambling Involvement
Expressions activating this band show little to no gambling-related content and instead reflect unrelated risk judgments, general behavior, or broad self-evaluations. Any gambling involvement present is absent, negated, or too minimal to organize the expression.
Low Gambling Involvement
Expressions activating this band reflect broad risk-taking, impulsive behavior, or financially consequential actions that can include early or indirect signs of betting-related behavior. Gambling appears as occasional experimentation or as one risky activity among several rather than a central focus.
Moderate Gambling Involvement
Expressions activating this band reflect active interest in gambling, gaming, contests, or luck, with betting framed as exciting, socially engaging, or part of regular recreation. Monetary risk is present but not yet consistently centered on large deliberate wagers.
High Gambling Involvement
Expressions activating this band center on deliberate willingness to place substantial bets and on seeing clear appeal or benefit in wagering on races, sports, cards, or casino-style games. Gambling is represented as a valued activity with meaningful financial stakes.
Severe Gambling Involvement
Expressions activating this band reflect direct, current gambling behavior and strong identification with betting activities such as poker, casino games, or sports wagering. Gambling includes staking money that may exceed what the person can comfortably afford to lose.
Candidate names
Sentence counts by range
Dataset representation
Anchor definitions
Minimal Criminal Activity: Criminal activity is present at a low level. Expressions activating this band reflect early or diffuse criminal activity.
Emerging Criminal Activity: Criminal activity is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where criminal activity was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band engage with criminal activity at a level associated with formal behavioral assessment.
Elevated Criminal Activity: Criminal activity is present here in a general or mixed form without a single dominant facet. Unlike the band below, where criminal activity was characterized by the behavioral form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band may reflect general or diffuse criminal activity.
Severe Criminal Activity: Criminal activity is clearly present at this level. Unlike the band below, where criminal activity was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band reflect criminal activity at this level of intensity.