Evidence map›Paper›PMID 28579499›Full record

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.

Muhammad Jami Husain, Deliana Kostova, Lazarous Mbulo, Sarunya Benjakul, Mondha Kengganpanich, Linda Andes

Open access · hybridAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
2.0field-weighted citation impact, top 14% of its field
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

14 citing papers in PubMed, 26 citations in OpenAlex.

  1. Observational
  2. Article
  3. 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 · 2025
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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

6 authors at 2 institutions in 2 countries.

Muhammad Jami HusainUS Centers for Disease Control and Prevention (CDC), Atlanta, GA, USA. Electronic address: MHusain@cdc.gov.
Deliana KostovaUS Centers for Disease Control and Prevention (CDC), Atlanta, GA, USA.
Lazarous MbuloUS Centers for Disease Control and Prevention (CDC), Atlanta, GA, USA.
Sarunya BenjakulFaculty of Public Health, Mahidol University, Bangkok, Thailand.
Mondha KengganpanichFaculty of Public Health, Mahidol University, Bangkok, Thailand.
Linda AndesUS Centers for Disease Control and Prevention (CDC), Atlanta, GA, USA.
Centers for Disease Control and Prevention · USMahidol University · TH

Funding

Intramural CDC HHS CC999999
6 · The paper itself

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.

Indexed as

AdolescentAdultAgedChoice BehaviorCommerceFemaleHumansMaleMiddle AgedSmokersSurveys and QuestionnairesTaxesThailandTobacco ProductsCigarette affordabilityCigarette brand-switchingCigarette pricesCigarette price-tierGlobal Adult Tobacco SurveysThailandTobacco tax

Identifiers

PMID28579499
PMCPMC5711621
OpenAlexW2621103180

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.