Health Lens dimensions

Dogmatism

Dimension 444 of 1,100 · Health Lens

Excitement Index
0.0598

Dogmatism measures the extent to which an expression reflects rigid certainty in beliefs, preference for fixed standards and traditional norms, and resistance to revising views in response to alternative perspectives. It encompasses closed versus open engagement with ideas, moral and ideological absolutism, and insistence on established ways of thinking or acting.

evidence final name · Extent Students

Bands

Minimal Dogmatism

Expressions activating this band show little or no stable stance about fixed beliefs, standards, or openness to ideas, and are often neutral, miscellaneous, or only indirectly related to conviction and rigidity.

Low Dogmatism

Expressions activating this band show mild preference for familiar ways, neat standards, or reality-based thinking, with some fixation or reluctance toward novelty but without strong ideological certainty. The tone suggests everyday conventionality and limited openness rather than entrenched belief.

Moderate Dogmatism

Expressions activating this band present definite opinions and firmness in one's position while still engaging questions about openness, relativism, or alternative viewpoints. Beliefs are held with confidence, but the expression may still acknowledge complexity or competing possibilities.

High Dogmatism

Expressions activating this band emphasize strict adherence to principles, settled ways of thinking, and skepticism toward controversial or unfamiliar views. The expression frames beliefs and methods as established and proper, with stubbornness and limited tolerance for challenge.

Extreme Dogmatism

Expressions activating this band assert that traditional values or established beliefs should be defended rather than questioned, often in explicitly moral or ideological terms. The expression conveys uncompromising loyalty to principle and active opposition to permissiveness or dissent.

Evidence summary

Candidate names

Extent58.40
Extent Students53.30
Students43.80
Personal Growth Extent42.30
Autonomy Extent Students41.70

Sentence counts by range

B-8..B-3386,079
B-2..B44,565,374
B5..B929,701
B10..B15658
B16..B2231

Dataset representation

01__health_reviews__druglib__benefits_effectiveness60
03__fact_checking__liar__truth_ordinal131
05__whole_disney_dataset__rating103
06__text_reviews__acl_imdb__binary_sentiment180
07__emotion_labels__goemotions_reddit__multilabel183
08__dialogue_emotion__empathetic_dialogues__context134
10__social_media_sentiment__sentiment140__binary111
11__consumer_complaints__response_explanation_vs_relief200

Anchor definitions

Minimal Extent Students

Minimal Extent Students: Extent students is present at a low level. Expressions activating this band reflect early or diffuse extent students.

Emerging Extent Students

Emerging Extent Students: Extent students is clearly present at this level. Unlike the band below, where extent students was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band reflect extent students at this level of intensity.

Elevated Extent Students

Elevated Extent Students: Extent students is clearly present at this level. Compared to the band below, extent students is more intense and concentrated but retains the same essential character. Expressions activating this band reflect extent students at this level of intensity.

Severe Extent Students

Severe Extent Students: Extent students is clearly present at this level. Compared to the band below, extent students is more intense and concentrated but retains the same essential character. Expressions activating this band reflect extent students at this level of intensity.