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Updated: Mar 1, 2026

Measuring Delay Discounting in Humans Using an Adjusting Amount Task
Published on: January 9, 2016
Differences in Delay, but not Probability Discounting, in Current Smokers, E-cigarette Users, and Never Smokers
Wojciech Białaszek1, Przemysław Marcowski1, David J Cox2
1SWPS University of Social Sciences and Humanities, Chodakowska 19/31, 03-815 Warsaw, Poland.
Both e-cigarette users and traditional cigarette smokers show steeper delay discounting than never smokers, indicating similar reward valuation. No differences were found in probability discounting or perceived risk.
Area of Science:
- Behavioral economics
- Substance abuse research
- Nicotine and tobacco research
Background:
- Steeper delay discounting is common in substance abuse populations.
- E-cigarettes represent a novel nicotine consumption method with understudied reward processing.
- Understanding reward discounting in e-cigarette users is crucial for public health.
Purpose of the Study:
- To compare delay and probability discounting rates in traditional cigarette smokers, e-cigarette users, and never smokers.
- To assess perceived risk associated with delayed rewards across these groups.
- To elucidate the behavioral economic principles underlying nicotine use patterns.
Main Methods:
- Participants included current traditional cigarette smokers, e-cigarette users, and never smokers.
- Delay and probability discounting tasks were administered.
- Perceived risk of delayed rewards was measured.
Main Results:
- Traditional cigarette smokers and e-cigarette users exhibited similar, steeper delay discounting rates compared to never smokers.
- No significant differences were observed in probability discounting rates among the groups.
- Perceived risk associated with delayed rewards did not differ between smokers, e-cigarette users, and never smokers.
Conclusions:
- E-cigarette use, like traditional smoking, is associated with steeper delay discounting.
- Reward valuation mechanisms may be similar between traditional and e-cigarette users.
- Further research is needed to understand the implications of these findings for nicotine addiction and cessation efforts.
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