Health Lens dimensions

Smoking Dependence

Dimension 854 of 1,100 · Health Lens

Excitement Index
0.0493

Smoking Dependence measures the extent to which smoking is experienced as needed, rewarding, and difficult to give up. It encompasses perceived reliance on smoking for mood regulation, expectations about the consequences of quitting, and anticipated withdrawal or social disruption when stopping.

evidence final name · Save Quit

Bands

Minimal Smoking Dependence

Expressions activating this band do not show a clear smoking-related reliance or quitting-related concern. They are largely unrelated, procedural, or neutral in content rather than describing smoking as needed or hard to stop.

Mild Smoking Dependence

Expressions activating this band describe smoking as pleasurable, stress-relieving, or emotionally useful, while acknowledging that going without it may feel difficult. Smoking is experienced as a valued coping aid, but the consequences of quitting are not yet elaborated in strong detail.

Moderate Smoking Dependence

Expressions activating this band portray smoking as embedded in daily regulation and decision-making, with active thoughts about quitting, health harm, social pressure, and relief from irritability or stress. Smoking is experienced as both problematic and functionally helpful, creating conflict about stopping.

Severe Smoking Dependence

Expressions activating this band describe quitting as bringing intense cravings, depressed mood, discomfort, and social disconnection. Smoking is experienced as difficult to relinquish because stopping is expected to produce substantial emotional, physical, or interpersonal distress.

Evidence summary

Candidate names

Save Quit1.00
Will0.50
Bonus0.50

Sentence counts by range

B-6..B-41,469
B-3..B34,844,051
B4..B10136,096
B11..B15227

Dataset representation

01__health_reviews__druglib__benefits_effectiveness61
03__fact_checking__liar__truth_ordinal69
05__whole_disney_dataset__rating101
06__text_reviews__acl_imdb__binary_sentiment70
07__emotion_labels__goemotions_reddit__multilabel67
08__dialogue_emotion__empathetic_dialogues__context72
10__social_media_sentiment__sentiment140__binary85
11__consumer_complaints__response_explanation_vs_relief106

Anchor definitions

Minimal Save Quit

Minimal Save Quit: Content characterized by arbitration, furnishers, tweetdeck, and related themes. Expressions activating this band reflect save quit at this level.

Moderate Save Quit

Moderate Save Quit: Content characterized by benefit, quitter, improves, and related themes. Expressions activating this band reflect save quit at this level.

Intense Save Quit

Intense Save Quit: Content characterized by benefits, will, bonus, and related themes. Expressions activating this band reflect save quit at this level.

Peak Save Quit

Peak Save Quit: Content characterized by save, will, bonus, and related themes. Expressions activating this band reflect save quit at this level.