Dependence
Dimension 596 of 1,100 · Health Lens
Dependence measures the extent to which an expression centers on needing help, support, or external resources rather than functioning autonomously. It encompasses personal self-sufficiency, reliance on other people, and dependence on aids, medications, or assistance in daily life.
evidence final name · Need Depend
Minimal Dependence
Expressions activating this band contain little clear dependence content and are often procedural, administrative, or incidental in focus. When dependence is implied, it appears only in a very weak or background form rather than as a salient concern.
Low Dependence
Expressions activating this band touch on social support, interpersonal reliability, or comfort with others, but dependence is indirect and not framed as a strong need for assistance. The expression may mention help, conflict, or social connection while preserving ordinary functioning and agency.
Moderate Dependence
Expressions activating this band present dependence as a meaningful personal issue through themes of helplessness, being taken seriously, receiving help, or managing basic needs without assistance. Reliance on others is recognized as relevant, but autonomy remains an active concern.
High Dependence
Expressions activating this band emphasize self-reliance and independence as central concerns, often in explicit contrast to needing others or depending on supports. Dependence is salient because the expression is focused on maintaining autonomy, functioning alone, or being seen as independent.
Severe Dependence
Expressions activating this band directly describe substantial reliance on other people, medications, financial support, or health-related aids. Dependence is experienced as a defining condition of functioning, with help from dependable others or external supports treated as necessary.
Candidate names
Sentence counts by range
Dataset representation
Anchor definitions
Minimal Need Depend: Content characterized by complaint, sending, request, and related themes. Expressions activating this band reflect need depend at this level.
Emerging Need Depend: Content characterized by knew, see, right, and related themes. Expressions activating this band reflect need depend at this level.
Elevated Need Depend: Content characterized by addicted, her, relying, and related themes. Expressions activating this band reflect need depend at this level.
Severe Need Depend: Content characterized by need, depends, without, and related themes. Expressions activating this band reflect need depend at this level.
