Health Lens dimensions

Collaborative Equity

Dimension 374 of 1,100 · Health Lens

Excitement Index
0.0617

Collaborative Equity measures the extent to which an expression reflects fair, mutual, and participatory relationships in shared work or social engagement. It encompasses equal voice, reciprocal respect, meaningful involvement in decisions, and access to benefits or outcomes on balanced terms.

evidence final name · Social Partners

Bands

Low Collaborative Equity

Expressions activating this band describe loosely related social, community, staffing, or relationship content with little clear evidence of mutual participation or shared influence. When the proxy is present, it appears only in minimal or indirect form, such as general satisfaction, role involvement, or isolated references to support and decision making.

Moderate Collaborative Equity

Expressions activating this band describe relationships marked by some reciprocity, fairness, and interpersonal regard, including being treated as an equal, communicating respectfully, helping others, or expecting deserved returns from a relationship. Equity is present as a lived social expectation, but participation and shared power are described more generally than as formal joint influence.

High Collaborative Equity

Expressions activating this band describe explicitly shared power in collective activity, with partners able to voice opinions, shape methods, participate throughout the process, and use resulting benefits. Equity is experienced as active inclusion, cultural fit, equal standing, and sustained mutual influence in joint work.

Evidence summary

Candidate names

Social Partners1.00
Balanced0.50
Tax0.50

Sentence counts by range

B-8..B-2576,864
B-1..B54,372,916
B6..B1232,063

Dataset representation

01__health_reviews__druglib__benefits_effectiveness60
03__fact_checking__liar__truth_ordinal86
05__whole_disney_dataset__rating98
06__text_reviews__acl_imdb__binary_sentiment129
07__emotion_labels__goemotions_reddit__multilabel106
08__dialogue_emotion__empathetic_dialogues__context77
10__social_media_sentiment__sentiment140__binary90
11__consumer_complaints__response_explanation_vs_relief172

Anchor definitions

Low Social Partners

Low Social Partners: Content characterized by because, partners, due, and related themes. Expressions activating this band reflect social partners at this level.

Moderate Social Partners

Moderate Social Partners: Content characterized by hours, balance, surprised, and related themes. Expressions activating this band reflect social partners at this level.

High Social Partners

High Social Partners: Content characterized by balanced, tax, exploits, and related themes. Expressions activating this band reflect social partners at this level.