Health Lens dimensions

Therapy Engagement

Dimension 95 of 1,100 · Health Lens

Excitement Index
0.0770

Therapy Engagement measures the extent to which an expression reflects active participation in psychological treatment, including attending sessions, maintaining contact with providers, and following through with treatment-related activities. It encompasses both service use and behavioral involvement in ongoing therapy.

evidence final name · Psychological Therapy

Bands

Minimal Therapy Engagement

Expressions activating this band show no clear involvement in psychological treatment or only incidental, unrelated references that do not establish participation in therapy.

Low Therapy Engagement

Expressions activating this band refer to mental health care in a general or administrative way, such as treatment refusal, medication decisions, or occasional contact with services, without clear evidence of sustained therapeutic participation.

Moderate Therapy Engagement

Expressions activating this band describe ongoing contact with outpatient care or therapy, including seeing a psychologist or therapist, attending treatment, and managing continuation or discontinuation of care.

High Therapy Engagement

Expressions activating this band describe active, structured involvement in therapy through repeated sessions, regular attendance, use of psychology services, and collaboration with the therapist on between-session tasks.

Evidence summary

Candidate names

Medication41.10
Psychological Therapy40.60
Specialist40.00
Oral Injected Depot37.50
Counselling Psychology35.10

Sentence counts by range

B-6..B-5134
B-4..B23,612,734
B3..B111,368,913
B12..B2162

Dataset representation

01__health_reviews__druglib__benefits_effectiveness108
03__fact_checking__liar__truth_ordinal97
05__whole_disney_dataset__rating107
06__text_reviews__acl_imdb__binary_sentiment119
07__emotion_labels__goemotions_reddit__multilabel96
08__dialogue_emotion__empathetic_dialogues__context99
10__social_media_sentiment__sentiment140__binary117
11__consumer_complaints__response_explanation_vs_relief134

Anchor definitions

Minimal Psychological Therapy

Minimal Psychological Therapy: Expressions show no meaningful psychological therapy content. The proxy is effectively absent. Expressions activating this band are unrelated to psychological therapy.

Moderate Psychological Therapy

Moderate Psychological Therapy: Psychological therapy is clearly present at this level. This is the first band where psychological therapy becomes detectable. Expressions activating this band reflect psychological therapy at this level of intensity.

Intense Psychological Therapy

Intense Psychological Therapy: Psychological therapy is clearly present at this level. Compared to the band below, psychological therapy is more intense and concentrated but retains the same essential character. Expressions activating this band reflect psychological therapy at this level of intensity.

Peak Psychological Therapy

Peak Psychological Therapy: Psychological therapy is clearly present at this level. Compared to the band below, psychological therapy is more intense and concentrated but retains the same essential character. Expressions activating this band reflect psychological therapy at this level of intensity.