Health Lens dimensions

Collaborative Engagement

Dimension 384 of 1,100 · Health Lens

Excitement Index
0.0614

Collaborative Engagement measures the extent to which an expression reflects active, effective participation in shared work with others. It encompasses involvement in decision-making, communication and coordination within groups, and sustained commitment to joint goals and ongoing partnership.

evidence final name · Team Research

Bands

Minimal Collaborative Engagement

Expressions activating this band describe basic involvement, procedural participation, or opportunities to give input without clear evidence of sustained coordination or shared collective work. Participation is present as consultation, planning access, or general inclusion.

Limited Collaborative Engagement

Expressions activating this band describe uneven or tentative shared participation, where people are included in meetings or decisions but the sense of coordinated partnership remains weak or inconsistent. The expression centers on emerging involvement, listening, or access to influence.

Moderate Collaborative Engagement

Expressions activating this band describe active interaction within a group, including communication, information exchange, decision authority, and the management of disagreement or conflict. Collaboration is experienced as ongoing group process rather than simple presence.

High Collaborative Engagement

Expressions activating this band describe capable, organized partnership marked by relevant skills, relationship quality, and the ability to bring people together for shared activities. Collaboration is experienced as functional teamwork with meaningful coordination across partners.

Intensive Collaborative Engagement

Expressions activating this band describe deeply established partnership characterized by strong teamwork, shared application of knowledge, expanded participation, and durable commitment to continuing the joint effort over time. The expression conveys collaboration as an enduring, mutually invested relationship oriented toward accomplishing common objectives.

Evidence summary

Candidate names

Team Research1.00
Academic0.50
Teams0.50

Sentence counts by range

B-10..B-487,288
B-3275,103
B-2..B44,609,680
B5..B89,463
B9..B15309

Dataset representation

01__health_reviews__druglib__benefits_effectiveness81
03__fact_checking__liar__truth_ordinal98
05__whole_disney_dataset__rating101
06__text_reviews__acl_imdb__binary_sentiment135
07__emotion_labels__goemotions_reddit__multilabel109
08__dialogue_emotion__empathetic_dialogues__context112
10__social_media_sentiment__sentiment140__binary123
11__consumer_complaints__response_explanation_vs_relief194

Anchor definitions

Minimal Team Research

Minimal Team Research: Content characterized by effective, prospective, escrow, and related themes. Expressions activating this band reflect team research at this level.

Emerging Team Research

Emerging Team Research: Content characterized by among, card, phone, and related themes. Expressions activating this band reflect team research at this level.

Elevated Team Research

Elevated Team Research: Content characterized by team, research, interpreting, and related themes. Expressions activating this band reflect team research at this level.

Severe Team Research

Severe Team Research: Content characterized by team, academic, research, and related themes. Expressions activating this band reflect team research at this level.