Evidence map›Paper›PMID 31350894›Full record

ArticleNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco2020

The Experimental Tobacco Marketplace: Demand and Substitutability as a Function of Cigarette Taxes and e-Liquid Subsidies.

Derek A Pope, Lindsey Poe, Jeffrey S Stein, Brent A Kaplan, William B DeHart, Alexandra M Mellis, Bryan W Heckman, Leonard H Epstein, Frank J Chaloupka, Warren K Bickel

2 registry-linked trialsAbstract read
In one paragraph

Article in Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
–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.

NCT06910202 nacompletednot on this mapstarted 2021, after this paper: background citation

Effects of Cigarette and E-cigarette Flavors on Substitutability in the Experimental Tobacco Marketplace (20-008)

TypeinterventionalSponsorVirginia Polytechnic Institute and State UniversityRan2021 to 2022Enrolled25ConditionsCigarette Smoking BehaviorArmsManipulation of nicotine/tobacco product price and availability
NCT07042373 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

Innovative Policy: Effects of Tobacco Abuse Liability-dependent Taxes in the ETM

TypeinterventionalSponsorVirginia Polytechnic Institute and State UniversityRan2026 to 2027Enrolled51ConditionsCigarette Smoking BehaviorArmsControl, Product Category Score, Product Category Rank, Product Tiers
3 · Its place in the literature

Who cites it

12 citing papers in PubMed.

  1. Effects of Reduced-Nicotine Cigarettes Across Regulatory Environments in the Experimental Tobacco Marketplace: A Randomized Trial.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2021
    Trial
  2. Article
  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. Article
  8. Multiple Tobacco Product Use Conceptual Framework: A 2021 Update on Evidence.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2022
    Review
  9. Article
  10. Behavioral economic cigarette demand among individuals who smoke with and without obesity.Health psychology : official journal of the Division of Health Psychology, American Psychological Association · 2021
    Article
  11. Article
  12. Review
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

10 authors.

Derek A PopeAddiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA.
Lindsey PoeAddiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA.
Jeffrey S SteinAddiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA.
Brent A KaplanAddiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA.
William B DeHartAddiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA.
Alexandra M MellisAddiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA.
Bryan W HeckmanDepartment of Psychiatry and Behavioral Sciences, Medical University of South Carolina, Charleston, SC.
Leonard H EpsteinDepartment of Pediatrics, University at Buffalo Jacobs School of Medicine and Biomedical Sciences, Buffalo, NY.
Frank J ChaloupkaDepartment of Economics, University of Illinois at Chicago, Chicago, IL.
Warren K BickelAddiction Recovery Research Center, Fralin Biomedical Research Institute at VTC, Roanoke, VA.

Funding

Vaporized Nicotine Product Initiation Among Youth in the US, Canada, and England: Methods to Predict Uptake and Policy EfficacyP01CA200512 · NCI · MEDICAL UNIVERSITY OF SOUTH CAROLINA · PI LEVY, DAVID THEODORE · 2016 to 2025
$25.3M
Personalized Smoking Relapse Prevention Delivered in Real-Time via Just-in-time Adaptive InterventionsK23DA041616 · NIDA · MEHARRY MEDICAL COLLEGE · PI HECKMAN, BRYAN WAYNE · 2017 to 2021
$929k
NCI NIH HHS P01 CA200512NIDA NIH HHS K23 DA041616
6 · The paper itself

Abstract

introductionThe experimental tobacco marketplace (ETM) approximates real-world situations by estimating the effects of several, concurrently available products and policies on budgeted purchasing. Although the effects of increasing cigarette price on potentially less harmful substitutability are well documented, the effects of other, nuanced pricing policies remain speculative. This study used the ETM as a tool to assess the effects of two pricing policies, conventional cigarette taxation and e-liquid subsidization, on demand and substitutability.

methodsDuring sampling periods, participants were provided 2-day samples of 24 mg/mL e-liquid, after which ETM purchase sessions occurred. Across two ETM sessions, conventional cigarettes were taxed or e-liquid was subsidized in combination with increasing cigarette price. The other four available products were always price constant and not taxed or subsidized.

resultsE-liquid functioned as a substitute for conventional cigarettes across all conditions. Increasing cigarette taxation and e-liquid subsidization increased the number of participants for which e-liquid functioned as a substitute. Cigarette taxation decreased cigarette demand, by decreasing demand intensity, and marginally increased the initial intensity of e-liquid substitution, but did not affect the functions' slopes (substitutability). E-liquid subsidization resulted in large increases in the initial intensity of e-liquid substitution, but did not affect e-liquid substitutability nor cigarette demand. IMPLICATIONS: 24 mg/mL e-cigarette e-liquid was the only product to significantly substitute for cigarettes in at least one condition throughout the experiment; it functioned as a significant substitute throughout all four tax and all four subsidy conditions. Increasing cigarette taxes decreased cigarette demand through decreases in demand intensity but did not affect e-cigarette substitution. Increasing e-liquid subsidies increased e-liquid initial intensity of substitution but did not affect cigarette demand.

conclusionsThis study extended research on the behavioral economics of conventional cigarette demand and e-liquid substitutability in a complex marketplace. The results suggest that the most efficacious method to decrease conventional cigarette purchasing and increase e-liquid purchasing may involve greatly increasing cigarette taxes while also increasing the value of e-liquid through potentially less harmful product subsidization or differential taxation.

Indexed as

Economics, BehavioralAdolescentAdultAgedChoice BehaviorCommerceConsumer BehaviorElectronic Nicotine Delivery SystemsFemaleHumansMaleMiddle AgedSmokingTaxesTobacco ProductsYoung Adult

Identifiers

PMID31350894
PMCPMC7171289

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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.