Health Lens dimensions

Volunteer Involvement

Dimension 973 of 1,100 · Health Lens

Excitement Index
0.0445

Volunteer Involvement measures engagement with voluntary, unpaid, or charitable helping roles and services. It encompasses both receiving support from volunteer-based sources and personally taking part in unpaid service, community help, or donation-related activity.

evidence final name · Volunteer Voluntary

Bands

Minimal Volunteer Involvement

Expressions activating this band show little to no clear reference to voluntary, unpaid, or charitable helping activity, with content that is generic, evaluative, or only loosely related to organized support.

Limited Volunteer Involvement

Expressions activating this band refer to occasional, indirect, or potential contact with support sources such as self-help groups, worship settings, clubs, counselors, or offered help. Volunteer-related activity is present mainly as access, attendance, or support-seeking rather than sustained unpaid service.

Moderate Volunteer Involvement

Expressions activating this band describe active participation in voluntary or unpaid roles, community service, helplines, social services, or voluntary agencies. Volunteer involvement appears as recognizable helping activity or responsibility, including giving or receiving support through organized unpaid channels.

High Volunteer Involvement

Expressions activating this band center on direct, regular, and explicit engagement with volunteer workers, volunteer visits, ongoing volunteer work, or charitable fundraising and donations. Volunteer involvement is a salient and organized part of the expression.

Evidence summary

Candidate names

Volunteer Voluntary1.00
Our0.50
Walk0.50

Sentence counts by range

B-8..B-4270,136
B-3..B34,685,459
B4..B726,023
B8..B14225

Dataset representation

01__health_reviews__druglib__benefits_effectiveness41
03__fact_checking__liar__truth_ordinal60
05__whole_disney_dataset__rating68
06__text_reviews__acl_imdb__binary_sentiment73
07__emotion_labels__goemotions_reddit__multilabel58
08__dialogue_emotion__empathetic_dialogues__context77
10__social_media_sentiment__sentiment140__binary92
11__consumer_complaints__response_explanation_vs_relief101

Anchor definitions

Minimal Volunteer Voluntary

Minimal Volunteer Voluntary: Content characterized by there, pros, cons, and related themes. Expressions activating this band reflect volunteer voluntary at this level.

Moderate Volunteer Voluntary

Moderate Volunteer Voluntary: Content characterized by phil, come, charitable, and related themes. Expressions activating this band reflect volunteer voluntary at this level.

Intense Volunteer Voluntary

Intense Volunteer Voluntary: Content characterized by shelter, them, they, and related themes. Expressions activating this band reflect volunteer voluntary at this level.

Peak Volunteer Voluntary

Peak Volunteer Voluntary: Content characterized by walk, funds, donations, and related themes. Expressions activating this band reflect volunteer voluntary at this level.