Health Lens dimensions

Verbal Fluency

Dimension 392 of 1,100 · Health Lens

Excitement Index
0.0610

Verbal Fluency measures how easily a person can formulate thoughts into words and sustain spoken expression in conversation or other communicative situations. It encompasses word-finding ease, conversational flow, and confidence handling simple to complex topics through speech.

evidence final name · Dickman Functional Dysfunctional

Bands

Minimal Verbal Fluency

Expressions activating this band show little clear evidence of spoken formulation ease and often center on unrelated content, diffuse attention, or general attitudes rather than active verbal production. When communication is implied, it appears indirect or minimally elaborated.

Limited Verbal Fluency

Expressions activating this band describe noticeable difficulty putting thoughts into words, speaking clearly, or staying verbally organized when interrupted or under demand. Speech is experienced as effortful, with word-finding problems or reduced attentiveness disrupting expression.

Moderate Verbal Fluency

Expressions activating this band describe generally effective spoken expression, with thoughts translated into words readily enough for ordinary conversation and practical problem solving. Communication feels workable and comfortable, though still framed in terms of ease or effort in everyday situations.

High Verbal Fluency

Expressions activating this band describe speech as easy, skillful, and flexible across casual and more complicated topics. Communication is experienced as natural and mentally effortless, with strong command of conversational flow and verbal handling of complexity.

Evidence summary

Candidate names

Dickman Functional Dysfunctional40.80
Acting Awareness38.20
Generalized Self-efficacy35.40
Dickman Functional35.10
Functional Dysfunctional35.10

Sentence counts by range

B-7..B-421,517
B-3..B34,518,786
B4..B10440,603
B11..B17937

Dataset representation

01__health_reviews__druglib__benefits_effectiveness73
03__fact_checking__liar__truth_ordinal81
05__whole_disney_dataset__rating134
06__text_reviews__acl_imdb__binary_sentiment148
07__emotion_labels__goemotions_reddit__multilabel118
08__dialogue_emotion__empathetic_dialogues__context112
10__social_media_sentiment__sentiment140__binary130
11__consumer_complaints__response_explanation_vs_relief141

Anchor definitions

Minimal Dickman Functional Dysfunctional

Minimal Dickman Functional Dysfunctional: Dickman functional dysfunctional is present at a low level. Expressions activating this band reflect early or diffuse dickman functional dysfunctional.

Moderate Dickman Functional Dysfunctional

Moderate Dickman Functional Dysfunctional: Dickman functional dysfunctional is clearly present at this level. Unlike the band below, where dickman functional dysfunctional was characterized by a general or mixed form, the proxy here has shifted in character. Expressions activating this band reflect dickman functional dysfunctional at this level of intensity.

Intense Dickman Functional Dysfunctional

Intense Dickman Functional Dysfunctional: Dickman functional dysfunctional is clearly present at this level. Compared to the band below, dickman functional dysfunctional is more intense and concentrated but retains the same essential character. Expressions activating this band reflect dickman functional dysfunctional at this level of intensity.

Peak Dickman Functional Dysfunctional

Peak Dickman Functional Dysfunctional: Dickman functional dysfunctional is clearly present at this level. Compared to the band below, dickman functional dysfunctional is more intense and concentrated but retains the same essential character. Expressions activating this band reflect dickman functional dysfunctional at this level of intensity.