Evidence map›Paper›PMID 30849645›Full record

ArticleDrug and alcohol dependence2019

The Experimental Tobacco Marketplace: Narratives engage cognitive biases to increase electronic cigarette substitution.

William Brady DeHart, Alexandra M Mellis, Brent A Kaplan, Derek A Pope, Warren K Bickel

Abstract read
In one paragraph

Article in Drug and alcohol dependence, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Article
  4. Electronic Nicotine Delivery Devices Function as a Complement for Cigarillos in Sexual and Gender Minority Young Adult Women.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025
    Article
  5. Article
  6. Article
  7. Nudging Interventions on Alcohol and Tobacco Consumption in Adults: A Scoping Review of the Literature.International journal of environmental research and public health · 2023
    Article
  8. Article
  9. The Experimental Tobacco Marketplace: Demand and Substitutability as a Function of Cigarette Taxes and e-Liquid Subsidies.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2020
    Article
  10. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

William Brady DeHartAddiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA. Electronic address: brady711@vtc.vt.edu.
Alexandra M MellisGraduate Program in Translational Biology, Medicine, and Health, Virginia Tech, Blacksburg, VA, USA. Electronic address: ammellis@vt.edu.
Brent A KaplanAddiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA. Electronic address: bkaplan4@vtc.vt.edu.
Derek A PopeAddiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA. Electronic address: dap0017@vtc.vt.edu.
Warren K BickelAddiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA, USA; Graduate Program in Translational Biology, Medicine, and Health, Virginia Tech, Blacksburg, VA, USA; Department of Psychiatry and Behavioral Medicine, Virginia Tech Carilion School of Medicine, Roanoke, VA, USA; Department of Psychology, Virginia Tech, Blacksburg, VA, USA; Department of Neuroscience, Virginia Tech, Blacksburg, VA, USA; Faculty of Health Sciences, Virginia Tech, Blacksburg, VA, USA. Electronic address: wkbickel@vtc.vt.edu.

Funding

Self-Control Improvement Intervention (SCII): Improving Abstinence in SmokersR01DA034755 · NIDA · VIRGINIA POLYTECHNIC INST AND ST UNIV · PI BICKEL, WARREN K · 2013 to 2017
$3.6M
Abuse liability of reduced nicotine content cigarettes within a complex tobacco marketplaceR01DA042535 · NIDA · VIRGINIA POLYTECHNIC INST AND ST UNIV · PI BICKEL, WARREN K, KOFFARNUS, MIKHAIL NIKOLAAS · 2016 to 2018
$1.5M
NIDA NIH HHS R01 DA034755NIDA NIH HHS R01 DA042535
6 · The paper itself

Abstract

backgroundThe Experimental Tobacco Marketplace (ETM) is a digital storefront in which participants can purchase tobacco products using an account balance that reflects their typical tobacco product purchasing. The ETM is also an ideal resource to investigate the harm-reduction potential of alternative nicotine products such as e-cigarettes. In a series of experiments, we explored the effects of harm-reduction narratives that encouraged e-cigarette substitution of conventional cigarettes in the ETM. These narratives incorporated different cognitive biases in order to determine which strategy is most effective.

methodsIn both experiments, participants, recruited from Amazon Mechanical Turk, read a narrative about a friend that either falls ill or faces financial difficulties and then made purchases in the ETM. Some of these narratives specifically incorporated different cognitive biases including trusting authority. Across ETM trials, the price of conventional cigarettes increased while the price of the alternative products, including e-cigarettes, remained constant.

resultsAcross both experiments, a general pattern emerged supporting the effectiveness of narratives in increasing e-cigarette purchasing. Importantly, from a harm-reduction perspective, this increase in e-cigarette substitution frequently corresponded with a decrease in conventional cigarette purchasing.

conclusionsNarratives can decrease conventional cigarette and increase e-cigarette purchasing in an ETM that mimics real-world marketplaces. Invoking different cognitive biases may bolster this effect. Narratives can be a valuable harm-reduction tool because they are cost-effective, can be widely disseminated, and can be personalized to individuals.

Indexed as

CognitionNarrationAdultCommerceConsumer BehaviorElectronic Nicotine Delivery SystemsFemaleHarm ReductionHumansMaleMiddle AgedTobacco ProductsTobacco SmokingBehavioral economicsDemandExperimental tobacco marketplaceHarm-reductionNarratives

Identifiers

PMID30849645
PMCPMC6447076

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.