Evidence map›Paper›PMID 36990684›Full record

ArticleTobacco control2024

Crowding-out effect of tobacco consumption in Serbia.

Marko Vladisavljevic, Jovan Zubović, Olivera Jovanovic, Mihailo Đukić

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 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Distributional Impacts of Tobacco Excise Taxes in Serbia.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024
    Article
  7. 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

4 authors.

Marko VladisavljevicInstitute of Economic Sciences, Beograd, Serbia marko.vladisavljevic@ien.bg.ac.rs.ORCID 0000-0001-6020-1355
Jovan ZubovićInstitute of Economic Sciences, Beograd, Serbia.ORCID 0000-0002-1717-2066
Olivera JovanovicInstitute of Economic Sciences, Beograd, Serbia.ORCID 0000-0002-0676-4787
Mihailo ĐukićInstitute of Economic Sciences, Beograd, Serbia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAlthough smoking prevalence and intensity in Serbia have decreased in recent years, expenditures on tobacco products still represent a significant portion of household budgets. As households have limited resources at their disposal, consuming tobacco means that they spend less on other items such as food, clothing, education and healthcare. This is particularly true for low-income households, for whom the pressure on the household budget is even higher.

objectivesIn this research we estimate the effect of tobacco consumption on other consumption items in Serbia, which is the first estimation of this type for the countries in Eastern Europe.

methodsWe use microdata from the Household Budget Survey and estimation approach that includes the combination of seemingly unrelated regression and instrumental variables. Besides estimating the overall effect we analyse the differences in effects between low-income, medium-income and high-income households.

resultsExpenditures on tobacco reduce consumption on food, clothing and education and increase the budget shares spent on complementary consumption items such as alcohol, hotels, bars and restaurants. In most cases, the effects are more pronounced for low-income households than for other groups. These results suggest that aside from the negative effects of tobacco consumption on health, it also distorts household consumption structure, while affecting intrahousehold allocation and future health and development of other household members.

conclusionsThe results from this research underline the negative effect that tobacco expenditures have on consumption of other products. The only way for households to decrease expenditures on tobacco is to stop smoking, as the consumption of those who continue smoking changes less than cigarettes prices. To ensure that households stop smoking and instead direct their expenditures towards more productive purposes, the Serbian government should adopt new policies and strengthen enforcement of existing tobacco control measures.

Indexed as

Tobacco UseAdultBudgetsFamily CharacteristicsFemaleHumansIncomeMalePovertySerbiaSmokingTobacco Productseconomicslow/middle income countrysocioeconomic statustaxation

Identifiers

PMID36990684
PMCPMC11187396

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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.