Evidence map›Paper›PMID 37094936›Full record

ArticleTobacco control2024

Affordability of cigarettes in ten Southeastern European countries between 2008 and 2019.

Jovan Zubović, Aleksandar Zdravković, Olivera Jovanović, Mihajlo Djukić, Marko Vladisavljević

Abstract read
In one paragraph

Article in Tobacco control, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. 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
    Article
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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

5 authors.

Jovan ZubovićInstitute of Economic Sciences, Beograd, Serbia jovan.zubovic@ien.bg.ac.rs.ORCID 0000-0002-1717-2066
Aleksandar ZdravkovićInstitute of Economic Sciences, Beograd, Serbia.ORCID 0000-0002-6208-097X
Olivera JovanovićInstitute of Economic Sciences, Beograd, Serbia.ORCID 0000-0002-0676-4787
Mihajlo DjukićInstitute of Economic Sciences, Beograd, Serbia.ORCID 0000-0001-5677-330X
Marko VladisavljevićInstitute of Economic Sciences, Beograd, Serbia.ORCID 0000-0001-6020-1355

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe empirical evidence shows that tobacco consumption is strongly associated with its affordability. The nominal growth in tobacco prices imposed by taxation should exceed or at least keep pace with nominal income growth, ensuring that tobacco products become less affordable over time. No analysis covering affordability issues in the Southeastern European (SEE) region has been conducted prior to this research.

objectivesThe study aims to examine trends in cigarette affordability in ten selected SEE countries over the period 2008-2019 and the impact of affordability on the consumption of cigarettes. On the policy side, it aims to support conducting of more effective evidence-based policy of tobacco taxation.

methodsThe relative income price of cigarettes and the tobacco affordability index are used as affordability measures. The panel regression was run to estimate the impact of affordability measures and other covariates on cigarette consumption.

resultsThe affordability of cigarettes in the selected SEE countries has decreased on average but showed different patterns over the observed period. A decline in affordability has been more dynamic in Western Balkan (non-EU members) countries and low-and-middle-income countries within the SEE region. Econometric estimation confirms affordability as the main determinant of tobacco consumption, indicating that a decline in affordability considerably reduces tobacco consumption.

conclusionsDespite the evidence, affordability is still widely ignored by SEE policymakers when designing national tobacco taxation policies. Policymakers should be aware of the risk that future increases in cigarette prices could lag behind real income growth, making tax policy less effective at reducing consumption. Reducing affordability should be the paramount consideration in designing effective tobacco taxation policies.

Indexed as

CommerceTaxesTobacco ProductsEuropeHumansIncomeeconomicspricetaxation

Identifiers

PMID37094936
PMCPMC11187392

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.