ArticleTobacco control2026
Impact of four tobacco tax policies on tobacco product purchasing patterns across socioeconomic groups.
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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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.
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.
ETM Taxes: The Impact of Innovative Tax Proposals on Purchase Patterns Across SES
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Authors and funding
8 authors.
Funding
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.
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