Health Lens dimensions

Mental Illness Stigma

Dimension 1028 of 1,100 · Health Lens

Excitement Index
0.0407

Mental Illness Stigma measures the extent to which expressions convey devaluation, blame, social distancing, concealment, or reduced compassion toward mental illness and people associated with it. It encompasses both public stigma toward others and self-stigmatizing beliefs about having a mental illness or seeking help.

evidence final name · Cell Stigma Moscs

Bands

Minimal Mental Illness Stigma

Expressions activating this band mention illness, treatment, or others' reactions in a mixed or incidental way, with stigma only faintly present as isolated embarrassment, avoidance, or social discomfort. The expression may reference health conditions or social responses without clearly endorsing broad devaluation of mental illness.

Mild Mental Illness Stigma

Expressions activating this band frame mental illness or related experiences as shameful, abnormal, blameworthy, or socially awkward, while also showing concern with whether conditions are acceptable or accepted. Stigma appears as personal discomfort, moral self-judgment, or sensitivity to others' blame.

Moderate Mental Illness Stigma

Expressions activating this band portray mental illness as a socially discrediting status linked to fear, dangerousness, exclusion, or damaged standing in work and relationships. The expression reflects clearer stereotyping and social distance toward people seen as mentally ill.

High Mental Illness Stigma

Expressions activating this band depict mental illness as a basis for discrimination, especially in employment, professional trust, and social legitimacy. The expression treats psychiatric conditions as enduring marks that justify unequal treatment or reduced confidence in the person.

Severe Mental Illness Stigma

Expressions activating this band endorse strongly demeaning beliefs about mental illness, including weakness, personal blame for not recovering, reluctance to disclose or seek help, and diminished compassion or advocacy. The expression presents mental illness as a discrediting condition that should be hidden, self-managed, or met with limited support.

Evidence summary

Candidate names

Stigma95.90
Cell Stigma Moscs52.60
Sickle Cell Stigma52.60
Neuro-qol Stigma47.50
Cell Stigma47.00

Sentence counts by range

B-5..B34,974,721
B45,235
B5..B111,811
B12..B1862
B20..B3014

Dataset representation

01__health_reviews__druglib__benefits_effectiveness57
03__fact_checking__liar__truth_ordinal88
05__whole_disney_dataset__rating90
06__text_reviews__acl_imdb__binary_sentiment108
07__emotion_labels__goemotions_reddit__multilabel134
08__dialogue_emotion__empathetic_dialogues__context77
10__social_media_sentiment__sentiment140__binary70
11__consumer_complaints__response_explanation_vs_relief111

Anchor definitions

Minimal Cell Stigma Moscs

Minimal Cell Stigma Moscs: Cell stigma moscs is present at a low level. Expressions activating this band reflect early or diffuse cell stigma moscs.

Emerging Cell Stigma Moscs

Emerging Cell Stigma Moscs: Cell stigma moscs is clearly present at this level. Compared to the band below, cell stigma moscs is more intense and concentrated but retains the same essential character. Expressions activating this band reflect cell stigma moscs at this level of intensity.

Elevated Cell Stigma Moscs

Elevated Cell Stigma Moscs: Cell stigma moscs is clearly present at this level. Compared to the band below, cell stigma moscs is more intense and concentrated but retains the same essential character. Expressions activating this band reflect cell stigma moscs at this level of intensity.

Severe Cell Stigma Moscs

Severe Cell Stigma Moscs: Cell stigma moscs is clearly present at this level. Compared to the band below, cell stigma moscs is more intense and concentrated but retains the same essential character. Expressions activating this band reflect cell stigma moscs at this level of intensity.