Health Lens dimensions

Collaborative Participation

Dimension 93 of 1,100 · Health Lens

Excitement Index
0.0773

Collaborative Participation measures the extent to which an expression reflects active involvement in shared work, learning, or decision processes with others. It encompasses access to collaboration, contribution within group activity, confidence in interacting across roles, and the ability to carry shared efforts into action beyond the immediate setting.

evidence final name · Use Help Seeking

Bands

Minimal Collaborative Participation

Expressions activating this band describe peripheral, indirect, or merely contextual connection to shared activity, such as recognition, contact, planning, or general social regard without clear personal contribution to a joint process.

Moderate Collaborative Participation

Expressions activating this band describe practical involvement in supportive or developmental group contexts, including learning from others, receiving training, participating in presentations, and building networks of support.

High Collaborative Participation

Expressions activating this band describe engaged contribution within organized teamwork, marked by exchanging opinions, coordinating with teams, using shared knowledge, and keeping up with methods needed to work effectively with others.

Extensive Collaborative Participation

Expressions activating this band describe fully active and outward-facing involvement in collective work, including speaking for the project in public settings, increased participation in the process, and applying shared findings or services in practice.

Evidence summary

Candidate names

Use Help Seeking40.00
In-patient Voluntary35.60
Group Dynamics35.20
Help Seeking34.30
Use Help34.30

Sentence counts by range

B-8..B-2324,758
B-1..B54,620,775
B6..B1136,044
B12..B18266

Dataset representation

01__health_reviews__druglib__benefits_effectiveness63
03__fact_checking__liar__truth_ordinal103
05__whole_disney_dataset__rating115
06__text_reviews__acl_imdb__binary_sentiment151
07__emotion_labels__goemotions_reddit__multilabel144
08__dialogue_emotion__empathetic_dialogues__context113
10__social_media_sentiment__sentiment140__binary153
11__consumer_complaints__response_explanation_vs_relief123

Anchor definitions

Minimal Use Help Seeking

Minimal Use Help Seeking: Use help seeking is present at a low level. Expressions activating this band reflect early or diffuse use help seeking.

Moderate Use Help Seeking

Moderate Use Help Seeking: Use help seeking is experienced here as observable behavioral patterns associated with problematic or disordered functioning. Unlike the band below, where use help seeking was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band engage with use help seeking at a level associated with formal behavioral assessment.

Intense Use Help Seeking

Intense Use Help Seeking: Use help seeking is clearly present at this level. Unlike the band below, where use help seeking 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 use help seeking at this level of intensity.

Peak Use Help Seeking

Peak Use Help Seeking: Use help seeking is present here in a general or mixed form without a single dominant facet. Unlike the band below, where use help seeking 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 may reflect general or diffuse use help seeking.