Evidence map›Paper›PMID 39844617›Full record

ArticleEuropean journal of public health2025

The economic burden of smoking in Belgium: incremental healthcare costs and lost productivity.

Pieter Vynckier, Masja Schmidt, Sarah Nayani, Leonor Guariguata, Brecht Devleesschauwer, Nick Verhaeghe

Abstract read
In one paragraph

Article in European journal of public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. 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

6 authors.

Pieter VynckierDepartment of Public Health and Primary Care, Ghent University, Ghent, Belgium.ORCID 0000-0001-8410-6328
Masja SchmidtDepartment of Epidemiology and Public Health, Sciensano, Brussels, Belgium.
Sarah NayaniDepartment of Epidemiology and Public Health, Sciensano, Brussels, Belgium.
Leonor GuariguataDepartment of Epidemiology and Public Health, Sciensano, Brussels, Belgium.
Brecht DevleesschauwerDepartment of Epidemiology and Public Health, Sciensano, Brussels, Belgium.
Nick VerhaegheDepartment of Public Health and Primary Care, Ghent University, Ghent, Belgium.

Funding

Belgian Federal Science Policy OfficeBELSPO DR/94/SUBOD
6 · The paper itself

Abstract

Tobacco use is among the leading behavioural risk factors for morbidity and mortality. These high rates result in a high cost to society. Therefore, the aim of the current study was to provide a contemporary overview of the direct medical and indirect costs attributable to smoking tobacco in Belgium. Data from the Belgian Health Interview Survey (BHIS) was combined with health insurance claims data. Healthcare costs were calculated on individuals' cigarette smoking patterns (daily, former, and never smokers). Lost productivity costs were calculated by multiplying the number of absence days by the national average wage cost per day. Univariate and multivariable regression analyses with negative binomial distribution and log link were performed to evaluate the average healthcare costs and indirect costs in relation to tobacco use, socio-demographic characteristics, and (behavioural) risk factors. A total of 10 829 individuals were included in the analyses, of which 47.7% were men, with 15% being smokers. Men were more likely to be smokers than women (56.8% vs. 43.2%; P < 0.001). Compared to never smokers, significantly higher direct medical costs were found for daily (20%; P = 0.03) and former smokers (27%; P < 0.001). No significant differences were observed for the indirect costs for the smoking population compared to never smokers. Taking into account that 15% of the Belgian population were daily smokers in 2018, the national cost for daily smokers equates to €533.861.010. Results of our study show that cigarette smoking has higher direct medical costs compared with never smokers.

Indexed as

Cost of IllnessEfficiencyHealth Care CostsSmokingAbsenteeismAdolescentAdultAgedBelgiumFemaleHealth SurveysHumansMaleMiddle AgedYoung Adult

Identifiers

PMID39844617
PMCPMC11832142

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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.