Health Lens dimensions

Illness Stigma

Dimension 882 of 1,100 · Health Lens

Excitement Index
0.0481

Illness Stigma measures the extent to which a health condition is experienced as socially discrediting, isolating, or shame-inducing. It encompasses perceived difference, negative treatment by others, concealment concerns, embarrassment, and feared or actual social loss because of illness.

evidence final name · Because Illness

Bands

Minimal Illness Stigma

Expressions activating this band describe a health condition mainly in terms of symptoms, seriousness, duration, or practical interference, without a clear sense that the condition marks the person socially or morally.

Mild Illness Stigma

Expressions activating this band show emerging social and self-evaluative consequences of illness, such as feeling alone, being treated differently, being avoided, or viewing illness as a sign of weakness.

Moderate Illness Stigma

Expressions activating this band portray illness as a salient source of social difference and exclusion that affects belonging, identity, and anticipated life opportunities such as work or participation in usual activities.

Severe Illness Stigma

Expressions activating this band describe illness as a strongly discrediting identity marked by embarrassment, concealment, blame, friendship loss, and feared or actual rejection when others learn about the condition.

Evidence summary

Candidate names

Because Illness1.00
Ill0.50
Chronic0.50

Sentence counts by range

B-6..B-3112,611
B-2..B44,866,492
B5..B112,728
B12..B1812

Dataset representation

01__health_reviews__druglib__benefits_effectiveness50
03__fact_checking__liar__truth_ordinal58
05__whole_disney_dataset__rating42
06__text_reviews__acl_imdb__binary_sentiment50
07__emotion_labels__goemotions_reddit__multilabel52
08__dialogue_emotion__empathetic_dialogues__context45
10__social_media_sentiment__sentiment140__binary70
11__consumer_complaints__response_explanation_vs_relief100

Anchor definitions

Minimal Because Illness

Minimal Because Illness: Content characterized by card, may, right, and related themes. Expressions activating this band reflect because illness at this level.

Moderate Because Illness

Moderate Because Illness: Content characterized by because, start, ill, and related themes. Expressions activating this band reflect because illness at this level.

Intense Because Illness

Intense Because Illness: Content characterized by because, chronically, tribal, and related themes. Expressions activating this band reflect because illness at this level.

Peak Because Illness

Peak Because Illness: Content characterized by illness, because, frustration, and related themes. Expressions activating this band reflect because illness at this level.