Evidence map›Paper›PMID 36215655›Full record

ArticleEuropean journal of public health2022

Price minimizing behaviours by smokers in Europe (2006-20): evidence from the International Tobacco Control Project.

Cloé Geboers, Gera E Nagelhout, Hein de Vries, Math J J M Candel, Pete Driezen, Ute Mons, Raphaël Andler, Geoffrey T Fong, Marc C Willemsen

Abstract read
In one paragraph

Article in European journal of public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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.

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

5 citing papers in PubMed.

  1. Widening the Price Gap: The Effect of The Netherlands' 2020 Tax Increase on Tobacco Prices.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025
    Article
  2. Article
  3. Article
  4. Trends in Individualized Affordability of Factory-Made Cigarettes: Findings of the 2008-2020 International Tobacco Control Netherlands Surveys.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2023
    Article
  5. 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

9 authors.

Cloé GeboersDepartment of Health Promotion (CAPHRI), Maastricht University, Maastricht, The Netherlands.ORCID 0000-0003-1075-6234
Gera E NagelhoutDepartment of Health Promotion (CAPHRI), Maastricht University, Maastricht, The Netherlands.
Hein de VriesDepartment of Health Promotion (CAPHRI), Maastricht University, Maastricht, The Netherlands.
Math J J M CandelDepartment of Methodology and Statistics (CAPHRI), Maastricht University, Maastricht, The Netherlands.
Pete DriezenDepartment of Psychology, University of Waterloo, Waterloo, Ontario, Canada.ORCID 0000-0003-2320-0999
Ute MonsMedical Faculty and University Hospital Cologne, University of Cologne, Cologne, Germany.
Raphaël AndlerPrevention and Health Promotion Department, Santé publique France, Saint-Maurice, France.ORCID 0000-0003-3951-1003
Geoffrey T FongDepartment of Psychology, University of Waterloo, Waterloo, Ontario, Canada.
Marc C WillemsenDepartment of Health Promotion (CAPHRI), Maastricht University, Maastricht, The Netherlands.

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 FONG, GEOFFREY T · 2016 to 2025
$25.3M
Variation in Cigarettes, Tobacco use Behaviors and Exposures in ITC CountriesP01CA138389 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI FONG, GEOFFREY T · 2009 to 2013
$13.4M
Project 3: Policy Effects on Cigarette Design, Emissions &BehaviorP50CA111236 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI CUMMINGS, KENNETH MICHAEL · 2004 to 2009
$8.2M
International Tobacco Policy SurveyR01CA100362 · NCI · UNIVERSITY OF WATERLOO · PI FONG, GEOFFREY T · 2005 to 2013
$4.7M
Cancer Research UK C25586/A19540Cancer Research UK C312/A3726Cancer Research UK C312/A6465Cancer Research UK C321/A11039CIHR FDN-148477CIHR MOP-115016CIHR MOP-57897CIHR MOP-79551NCI NIH HHS P01 CA138389NCI NIH HHS P01 CA200512NCI NIH HHS P50 CA111236NCI NIH HHS R01 CA100362
6 · The paper itself

Abstract

backgroundEffectiveness of tobacco taxation can be undermined through smokers applying price-minimizing behaviours rather than quitting or reducing consumption. Common price-minimizing strategies are buying cheaper tobacco [discount brands or roll-your-own (RYO) tobacco], bulk buying and cross-border purchasing. This study analyses trends in and factors associated with such behaviours in four European countries from 2006 to 2020.

methodsData came from adult smokers participating in the International Tobacco Control (ITC) Surveys conducted between 2006 and 2020 in England (9 waves, n = 768-4149), France (4 waves, n = 1415-1735), Germany (5 waves, n = 513-1515) and the Netherlands (10 waves, n = 1191-2177). Country-specific generalized estimating equation regression models were fit to assess trends in smoking RYO tobacco, discount brands, bulk buying and cross-border purchasing within the European Union.

resultsBuying discount brands or RYO tobacco was the most common strategy in all countries, except France. Except for buying discount brands, estimates of price-minimizing behaviours were highest in France (2019: RYO = 27.2%, discount brands = 17.3%, bulk buying = 34.1%, cross-border purchasing = 34.2%), and lowest in Germany (2018: RYO = 18.6%, discount brands = 43.7%, bulk buying = 8.0%, cross-border purchasing = 9.8%). Direction and magnitude of trends differed by country, and behaviour. Young smokers were less likely to buy in bulk. Low-income and low-education smokers were more likely to purchase RYO tobacco or discount brands. The association with discount brands was not found for French low-income smokers.

conclusionsSmoking cheaper tobacco is the most prevalent price-minimizing strategy in three countries (England, Germany and Netherlands), and more prevalent among low-income individuals. Harmonizing prices across products and countries would reduce switching to cheaper tobacco.

Indexed as

SmokersTobacco ProductsAdultCommerceEuropeHumansSocioeconomic FactorsTaxes

Identifiers

PMID36215655
PMCPMC9713454

What OpenQuestion holds

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Registered trials

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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.