ArticleTobacco control2024
Crowding-out effect of tobacco consumption in Serbia.
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.
What it found
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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.
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Who cites it
7 citing papers in PubMed.
- The impoverishing effect of tobacco expenditures.Scientific reports · 2026Article
- Socioeconomic inequality in any tobacco use versus current smoking across 66 DHS countries: Indirect implications for smokeless tobacco and oral cancer prevention.Tobacco induced diseases · 2026Article
- Taxing tobacco for better health and higher public revenues: A simulation-based analysis from Serbia.Tobacco prevention & cessation · 2026Article
- Household Tobacco Expenditure and Child Health Outcomes: Causal Evidence from a Transitional Economy.Healthcare (Basel, Switzerland) · 2025Article
- The dual impact of tobacco spending: crowding out essentials and crowding in addictive behaviors.Scientific reports · 2025Article
- Distributional Impacts of Tobacco Excise Taxes in Serbia.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024Article
- From capacity building to collaboration in tobacco economics research.Tobacco control · 2024Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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