Health Lens dimensions

Psychological Care Engagement

Dimension 223 of 1,100 · Health Lens

Excitement Index
0.0678

Psychological Care Engagement measures the extent to which an expression indicates contact with, use of, or involvement in psychological or psychiatric support services and professionals. It encompasses references to counselling, therapy, psychology services, and being seen by mental health specialists.

evidence final name · Counselling Psychology

Bands

Absent Psychological Care Engagement

Expressions activating this band contain little to no clear indication of psychological or psychiatric support use, or focus on unrelated service details and general care contexts without identifiable mental health service involvement.

Limited Psychological Care Engagement

Expressions activating this band indicate occasional, indirect, or loosely specified contact with mental health-related professionals or settings, often framed as whether such contact ever occurred or when it was last received.

Moderate Psychological Care Engagement

Expressions activating this band indicate definite use of counselling, psychotherapy, psychiatric nursing, or related specialist support, with clearer evidence of being seen by mental health professionals in clinical settings.

High Psychological Care Engagement

Expressions activating this band describe active use of formal psychological treatment or psychology services, including repeated clinic visits, attended sessions, and documented involvement with psychiatrists, psychotherapists, or psychologists.

Intensive Psychological Care Engagement

Expressions activating this band center specifically on psychologists and explicit psychological treatment presence, indicating direct, ongoing, or salient involvement with psychology services as a prominent part of care.

Evidence summary

Candidate names

Counselling Psychology55.80
Psychology50.30
Specialist44.40
Use Gender Identity43.60
Use Help Seeking40.30

Sentence counts by range

B-10..B-4188,008
B-3..B34,778,770
B4..B614,645
B7..B13377
B14..B2743

Dataset representation

01__health_reviews__druglib__benefits_effectiveness67
03__fact_checking__liar__truth_ordinal71
05__whole_disney_dataset__rating106
06__text_reviews__acl_imdb__binary_sentiment211
07__emotion_labels__goemotions_reddit__multilabel113
08__dialogue_emotion__empathetic_dialogues__context120
10__social_media_sentiment__sentiment140__binary134
11__consumer_complaints__response_explanation_vs_relief104

Anchor definitions

Minimal Counselling Psychology

Minimal Counselling Psychology: Expressions show no meaningful counselling psychology content. The proxy is effectively absent. Expressions activating this band are unrelated to counselling psychology.

Emerging Counselling Psychology

Emerging Counselling Psychology: Counselling psychology is experienced here as observable behavioral patterns associated with problematic or disordered functioning. This is the first band where counselling psychology becomes detectable. Expressions activating this band engage with counselling psychology at a level associated with formal behavioral assessment.

Elevated Counselling Psychology

Elevated Counselling Psychology: Counselling psychology is clearly present at this level. Unlike the band below, where counselling psychology 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 reflect counselling psychology at this level of intensity.

Severe Counselling Psychology

Severe Counselling Psychology: Counselling psychology is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where counselling psychology was characterized by a general form, the proxy here has shifted in character. The facets that dominated at lower levels have receded. Expressions activating this band engage with counselling psychology at a level associated with formal behavioral assessment.