Evidence map›Paper›PMID 41922170›Full record

ArticleTobacco control2026

Impact of four tobacco tax policies on tobacco product purchasing patterns across socioeconomic groups.

Roberta Freitas-Lemos, Laura E Bruckner, Shuangshuang Xu, Madeleine G Mason, Allison N Tegge, Jeffrey S Stein, Christine E Sheffer, Warren K Bickel

Registry-linked trialAbstract read
In one paragraph

Article in Tobacco control, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06795997 (ETM Taxes), which is not on this map. Not yet cited in PubMed.

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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.

NCT06795997 nacompletednot on this map

ETM Taxes: The Impact of Innovative Tax Proposals on Purchase Patterns Across SES

TypeinterventionalSponsorVirginia Polytechnic Institute and State UniversityRan2024 to 2025Enrolled663ConditionsSmoking Behaviors, Smoking, Non-Tobacco Products, Smoking, CigaretteArmsTax Conditions, Control Condition
3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Roberta Freitas-LemosFralin Biomedical Research Institute at VTC, Roanoke, Virginia, USA rflemos@vtc.vt.edu.ORCID http://orcid.org/0000-0003-3651-0806
Laura E BrucknerFralin Biomedical Research Institute at VTC, Roanoke, Virginia, USA.ORCID http://orcid.org/0009-0001-8072-0942
Shuangshuang XuFralin Biomedical Research Institute at VTC, Roanoke, Virginia, USA.ORCID http://orcid.org/0009-0006-7262-2978
Madeleine G MasonFralin Biomedical Research Institute at VTC, Roanoke, Virginia, USA.ORCID http://orcid.org/0000-0001-9851-8593
Allison N TeggeFralin Biomedical Research Institute at VTC, Roanoke, Virginia, USA.ORCID http://orcid.org/0000-0002-0527-919X
Jeffrey S SteinFralin Biomedical Research Institute at VTC, Roanoke, Virginia, USA.ORCID http://orcid.org/0000-0001-5251-3447
Christine E ShefferDepartment of Health Behavior, Roswell Park Comprehensive Cancer Center, Buffalo, New York, USA.ORCID http://orcid.org/0000-0002-3741-5774
Warren K BickelFralin Biomedical Research Institute at VTC, Roanoke, Virginia, USA.

Funding

Experimental Tobacco Marketplace: Forecasting the Impact of Novel Tax ProposalsR01CA266966 · NCI · VIRGINIA POLYTECHNIC INST AND ST UNIV · PI Christine Elizabeth Sheffer, Jeffrey Scott Stein · 2022 to 2026
$3.2M
Development of an Integrated Framework of Abuse Liability and Toxicity Across Tobacco and Nicotine ProductsK01CA279490 · NCI · VIRGINIA POLYTECHNIC INST AND ST UNIV · PI Roberta Freitas-Lemos · 2023 to 2026
$620k
NCI NIH HHS K01 CA279490NCI NIH HHS R01 CA266966
6 · The paper itself

Abstract

significanceUnderstanding how integrated tobacco tax policies influence purchasing decisions across socioeconomic groups is critical to advancing tobacco control in an equitable manner in the context of the rapidly evolving tobacco and nicotine product market. Using an Experimental Tobacco Marketplace (ETM), this study examined the effects of four multitiered tax policies on tobacco purchasing among people who smoke cigarettes. Each policy used a different strategy to attain the goal of reducing cigarette purchasing among three socioeconomic groups. The policies were: tobacco parity, nicotine content, harm reduction and modified risk tobacco products.

methodsA sample representative of the US population (N=481) was recruited from a national survey panel (Prolific). Using a within-subject/between-subject factorial design, participants completed hypothetical purchasing trials in the ETM with products priced under the four multitiered tax policies. Higher tiers equated to higher taxes.

resultsHigher taxes consistently reduced relative spending, while relative spending on medium-tax and no-tax tier products varied by tax proposal. The nicotine content tax policy led to the largest reduction in high-tax tier spending and the greatest shift toward no-tax products (eg, nicotine replacement). No socioeconomic differences were observed.

conclusionsThese findings indicate that strategic taxation is a robust and adaptable tool for shifting tobacco purchasing. Integrated tobacco tax policies are likely to be effective at reducing consumption of the highest-risk products without a disproportionate socioeconomic impact. TRIAL REGISTRATION NUMBER: NCT06795997.

Indexed as

DisparitiesSocioeconomic statusTaxation

Identifiers

PMID41922170
PMCPMC13185085

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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.