Health Lens dimensions

Deliberative Decision-Making

Dimension 191 of 1,100 · Health Lens

Excitement Index
0.0695

Deliberative Decision-Making measures the extent to which an expression reflects careful, reasoned, and future-aware choice formation. It encompasses pausing to evaluate options, consequences, information, and tradeoffs before acting.

evidence final name · Consider Decision

Bands

Minimal Deliberative Decision-Making

Expressions activating this band do not present recognizable decision deliberation and instead contain unrelated or administratively framed content, with little evidence of evaluating options or consequences.

Low Deliberative Decision-Making

Expressions activating this band reflect a practical, cautious, or solution-oriented stance, but deliberation is broad and implicit rather than centered on explicit evaluation of alternatives and consequences before choosing.

Moderate Deliberative Decision-Making

Expressions activating this band describe active reflection before action, such as thinking decisions over, anticipating future effects, analyzing thoughts, or seeking to understand situations before entering them. Decision-making may still feel effortful, delayed, or influenced by surrounding people and circumstances.

High Deliberative Decision-Making

Expressions activating this band portray a clearly reasoned and consequence-focused approach to choice, emphasizing thinking things through, weighing outcomes, and valuing sensible judgment before acting.

Very High Deliberative Decision-Making

Expressions activating this band depict explicit, systematic decision reasoning, including considering alternatives, gathering information, and weighing pros and cons to reach an informed choice.

Evidence summary

Candidate names

Consider Decision1.00
Pros0.50
Cons0.50

Sentence counts by range

B-5..B-4736
B-3..B34,610,870
B4..B10369,241
B11..B16949
B17..B2347

Dataset representation

01__health_reviews__druglib__benefits_effectiveness83
03__fact_checking__liar__truth_ordinal110
05__whole_disney_dataset__rating123
06__text_reviews__acl_imdb__binary_sentiment107
07__emotion_labels__goemotions_reddit__multilabel109
08__dialogue_emotion__empathetic_dialogues__context108
10__social_media_sentiment__sentiment140__binary110
11__consumer_complaints__response_explanation_vs_relief117

Anchor definitions

Minimal Consider Decision

Minimal Consider Decision: Content characterized by status, collectionorchargeoff, adverse, and related themes. Expressions activating this band reflect consider decision at this level.

Emerging Consider Decision

Emerging Consider Decision: Content characterized by doing, decision, playing, and related themes. Expressions activating this band reflect consider decision at this level.

Elevated Consider Decision

Elevated Consider Decision: Content characterized by realistic, ireland, hold, and related themes. Expressions activating this band reflect consider decision at this level.

Severe Consider Decision

Severe Consider Decision: Content characterized by pros, weighing, worth, and related themes. Expressions activating this band reflect consider decision at this level.