Health Lens dimensions

Smoking Involvement

Dimension 117 of 1,100 · Health Lens

Excitement Index
0.0746

Smoking Involvement measures the degree to which cigarette use is psychologically salient, rewarding, and integrated into preference, routine, and identity. It encompasses attraction to smoking, distress at being unable to smoke, and increasingly specific attachment to cigarettes and their brands.

evidence final name · Most Cigarette

Bands

Minimal Smoking Involvement

Expressions activating this band show little or no clear smoking-related investment and are often generic, informational, or unrelated in content. When smoking appears, it is not expressed as a meaningful source of reward, attachment, or personal significance.

Low Smoking Involvement

Expressions activating this band describe smoking as appealing and regulating, with enjoyment, contentment, social bond, or discomfort when cigarettes are unavailable. Smoking is experienced as wanted and emotionally relevant.

Moderate Smoking Involvement

Expressions activating this band portray smoking as physically pleasurable and personally valued within everyday routine. Cigarettes are experienced as a chosen source of bodily reward and private time.

High Smoking Involvement

Expressions activating this band present smoking as a stable part of self-concept and a strongly preferred, hard-to-forgo habit. Cigarette use is experienced as personally defining and difficult to be without.

Intense Smoking Involvement

Expressions activating this band focus on highly specific, habitual attachment to particular cigarettes, especially usual and favorite brands. Smoking is experienced through entrenched brand preference and detailed product identification.

Evidence summary

Candidate names

Most Cigarette1.00
Best0.50
Usually0.50

Sentence counts by range

B-9..B-3820,674
B-2..B44,058,964
B553,529
B6..B1348,548
B14..B20128

Dataset representation

01__health_reviews__druglib__benefits_effectiveness49
03__fact_checking__liar__truth_ordinal53
05__whole_disney_dataset__rating67
06__text_reviews__acl_imdb__binary_sentiment79
07__emotion_labels__goemotions_reddit__multilabel79
08__dialogue_emotion__empathetic_dialogues__context72
10__social_media_sentiment__sentiment140__binary74
11__consumer_complaints__response_explanation_vs_relief84

Anchor definitions

Minimal Most Cigarette

Minimal Most Cigarette: Content characterized by may, pretty, within, and related themes. Expressions activating this band reflect most cigarette at this level.

Emerging Most Cigarette

Emerging Most Cigarette: Content characterized by seeing, their, drop, and related themes. Expressions activating this band reflect most cigarette at this level.

Elevated Most Cigarette

Elevated Most Cigarette: Content characterized by most, will, value, and related themes. Expressions activating this band reflect most cigarette at this level.

Severe Most Cigarette

Severe Most Cigarette: Content characterized by best, finest, most, and related themes. Expressions activating this band reflect most cigarette at this level.