Health Lens dimensions

Labor Organization Involvement

Dimension 301 of 1,100 · Health Lens

Excitement Index
0.0644

Labor Organization Involvement measures the extent to which an expression reflects participation in, identification with, or engagement around organized labor and collective employee representation. It encompasses general work and organizational affiliation at lower levels and increasingly specific attention to union membership, bargaining, and unionization activity at higher levels.

evidence final name · Relationship Satisfaction

Bands

Minimal Labor Organization Involvement

Expressions activating this band mention work, relationships, resources, or other unrelated personal topics without a clear focus on organized labor or collective employee representation. Any work-related content appears as general job experience rather than labor organization participation.

Low Labor Organization Involvement

Expressions activating this band refer to work conditions, job experiences, or organizational participation in a broad sense, including clubs or group membership, but do not center on labor organizations. The content reflects general employment context and everyday institutional involvement.

Moderate Labor Organization Involvement

Expressions activating this band describe formal affiliation with groups, benefits, training, or workplace provisions in ways that make organized employee membership more salient. The content often emphasizes belonging, benefits, and institutional ties connected to employment.

High Labor Organization Involvement

Expressions activating this band focus on organized labor as a structured collective system, including unions, bargaining, arbitration, and unionized arrangements. The expression presents labor representation as an active framework for handling workplace interests and disputes.

Intense Labor Organization Involvement

Expressions activating this band center on explicit union membership and mobilization, including dues, recognition, local membership, majority support, and unionization efforts. The expression reflects direct engagement with organized labor as a salient collective identity or campaign.

Evidence summary

Candidate names

Satisfaction54.60
Social Belonging Integration42.20
Social Belonging36.40
Competence Productivity35.50
Belonging Integration35.20

Sentence counts by range

B-10..B-3144,751
B-2..B44,361,026
B5..B11475,543
B12..B18419
B19..B46104

Dataset representation

01__health_reviews__druglib__benefits_effectiveness51
03__fact_checking__liar__truth_ordinal226
05__whole_disney_dataset__rating93
06__text_reviews__acl_imdb__binary_sentiment160
07__emotion_labels__goemotions_reddit__multilabel168
08__dialogue_emotion__empathetic_dialogues__context119
10__social_media_sentiment__sentiment140__binary167
11__consumer_complaints__response_explanation_vs_relief263

Anchor definitions

Minimal Relationship Satisfaction

Minimal Relationship Satisfaction: Relationship satisfaction is present at a low level. Expressions activating this band reflect early or diffuse relationship satisfaction.

Emerging Relationship Satisfaction

Emerging Relationship Satisfaction: Relationship satisfaction is clearly present at this level. Compared to the band below, relationship satisfaction is more intense and concentrated but retains the same essential character. Expressions activating this band reflect relationship satisfaction at this level of intensity.

Elevated Relationship Satisfaction

Elevated Relationship Satisfaction: Relationship satisfaction is clearly present at this level. Compared to the band below, relationship satisfaction is more intense and concentrated but retains the same essential character. Expressions activating this band reflect relationship satisfaction at this level of intensity.

Severe Relationship Satisfaction

Severe Relationship Satisfaction: Relationship satisfaction is clearly present at this level. Compared to the band below, relationship satisfaction is more intense and concentrated but retains the same essential character. Expressions activating this band reflect relationship satisfaction at this level of intensity.