ArticlePreventive medicine2017
Changes in cigarette prices, affordability, and brand-tier consumption after a tobacco tax increase in Thailand: Evidence from the Global Adult Tobacco Surveys, 2009 and 2011.
Article in Preventive medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed, 26 citations in OpenAlex.
- Tobacco retail characteristics across urban and rural districts in Lao PDR: an observational study, 2024.Frontiers in public health · 2026Observational
- Trends in Cigarette Affordability and Demographic Determinants of Cigarette Consumption in Vietnam From 2020 to 2024.Tobacco use insights · 2026Article
- A Cross-Country Study of Cigarette Affordability and Single-Stick Purchases Using Survey Data From African Countries.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025Article
- How has the tobacco industry passed tax changes through to consumers in 12 sub-Saharan African countries?Tobacco control · 2025Article
- Exploring social and environmental factors contributing to smoking initiation among Thai adolescents using advanced feature selection techniques.Tobacco prevention & cessation · 2025Article
- Affordability of cigarettes in ten Southeastern European countries between 2008 and 2019.Tobacco control · 2024Article
- Patterns and determinants of tobacco purchase behaviors among male cigarette smokers in Vietnam: A latent class analysis.Tobacco induced diseases · 2024Article
- Tobacco industry pricing strategies for single cigarettes and multistick packs after excise tax increases in Colombia.Tobacco control · 2023Article
- Impact of tobacco price and taxation on affordability and consumption of tobacco products in the South-East Asia Region: A systematic review.Tobacco induced diseases · 2021Review
- Price differentials of tobacco products: A cross-sectional analysis of 79 countries from the six WHO regions.Tobacco induced diseases · 2021Article
- Article
- Smoking prevalence and attributable deaths in Thailand: predicting outcomes of different tobacco control interventions.BMC public health · 2019Article
- Association between tax structure and cigarette consumption: findings from the International Tobacco Control Policy Evaluation (ITC) Project.Tobacco control · 2019Article
- Individualised tobacco affordability in the UK 2002-2014: findings from the International Tobacco Control Policy Evaluation Project.Tobacco control · 2019Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 2 countries.
Funding
Abstract
Despite the 2009 implementation of a tobacco tax increase in Thailand, smoking rates remained unchanged between 2009 and 2011. Prior evidence has linked cigarette tax increases to compensatory behaviours aimed at lowering the cost of smoking, such as switching to lower-priced cigarette brands. Using data from 2009 and 2011 Global Adult Tobacco Surveys in Thailand, we estimated unadjusted changes in cigarette prices paid, cigarette affordability, and consumption of cigarettes in three price categories classified as upper-, middle-, and lower-priced brand tiers (or price tertiles). We used ordered logit regression to analyse the correlates of price-tier choice and to estimate the change in price-tier consumption adjusted for demographic and region characteristics. Between 2009 and 2011, real cigarette prices increased, but the affordability of cigarettes remained unchanged overall. There was a significant reduction in the consumption of cigarette brands in the top price-tier overall, accompanied by increases in the consumption of brands in the bottom and middle price-tiers, depending on the region. Adjusted estimates from the logit models indicate that, on average, the proportion of smokers selecting brands from upper- and middle price-tiers decreased while consumption of lower price-tier brands increased during the study period. The estimated shifts in consumption from more expensive to less expensive cigarette brands and the overall lack of change in cigarette affordability in Thailand between 2009 and 2011 are both factors that may have contributed to the observed lack of change in smoking rates after the 2009 tax increase.
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