ArticleNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco2021
E-Cigarette Demand: Impact of Commodity Definitions and Test-Retest Reliability.
Article in Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Abuse Liability of Electronic Cigarettes in Never-Smoking Electronic Cigarette Users.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025Trial
- Operant demand for cigarettes varies by unit of purchase: Comparing purchasing of packs and individual cigarettes.Experimental and clinical psychopharmacology · 2025Article
- Electronic cigarette cue reactivity in exclusive electronic cigarette users.Drug and alcohol dependence · 2025Article
- Features of disposable e-cigarettes and their association with pricing and consumer preference: Evidence from web data of US online stores.Addiction (Abingdon, England) · 2025Article
- Human laboratory models of reward in substance use disorder.Pharmacology, biochemistry, and behavior · 2024Review
- Association of electronic nicotine delivery system (ENDS) and cigarette solo and dual use with alcohol-related consequences among US adults.Addictive behaviors · 2023Article
- The electronic nicotine delivery system (ENDS) purchase task: Are results sensitive to price framing?Experimental and clinical psychopharmacology · 2023Article
- Reliability of an adaptive marijuana purchase task.Experimental and clinical psychopharmacology · 2023Article
- (Non-) impact of task experience on behavioral economic decision-making.Experimental and clinical psychopharmacology · 2022Article
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Authors and funding
3 authors.
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Abstract
introductionBehavioral economic demand provides a multidimensional understanding of reinforcement. Commodity purchase tasks are an efficient method for measuring demand in human participants. One challenge in translating these procedures to electronic nicotine delivery systems (ENDS or e-cigarettes) is defining commodity units given the lack of standardization in the e-cigarette marketplace. AIMS AND
methodsThe purpose of this study was to directly compare methods of operationalizinge-cigarette purchases, puffs, cartridges, and mLs liquid, using a within-subject design. Participants (N = 132) reporting past week e-cigarette use were recruited using crowdsourcing. Purchase tasks were completed operationalizing e-cigarette units as puffs or cartridges at baseline and puffs or mLs liquid at a 3-month follow-up.
resultsBivariate associations supported convergent and discriminant validity with the largest effect size correlations for intensity and elasticity observed for the puff version. Interaction models suggested that product preferences moderated the relationship between time-to-first use and cartridge demand with larger effect size correlations among persons reporting a preference for JUULs, but weaker relationships among persons reporting other device preferences. Puff intensity (rxx = .61) and elasticity (rxx = .62) showed good test-retest reliability for participants reporting stable consumption, but poor test-retest reliability for individuals with changed consumption levels (intensity rxx = -.08; elasticity rxx = -.10).
conclusionsThis study highlights the relevance of commodity definitions in the e-cigarette purchase task. Puffs as an experimental commodity may provide flexibility for studying e-cigarette demand in heterogenous or unknown populations, whereas more tailored or personalized approaches like cartridge or mL-based tasks will likely be helpful when studying known subgroups. IMPLICATIONS: The commodity purchase task procedure is widely used for understanding cigarette and e-cigarette demand in nicotine dependence research. This study evaluates the importance of operational definitions of e-cigarette commodities in the purchase task (ie, puffs, cartridges, or mLs liquid). Puffs may provide a more flexible commodity unit when evaluating e-cigarette demand in general or heterogenous populations, whereas device-specific units may prove more valuable when studying populations with consistent and known product use.
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