Evidence map›Paper›PMID 39806076›Full record

ArticleNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco2025

Tobacco Smoking in Early Adulthood and Labor Market Performance: The Cardiovascular Risk in Young Finns Study.

Jutta Viinikainen, Petri Böckerman, Christian Hakulinen, Jaana T Kari, Terho Lehtimäki, Katja Pahkala, Jaakko Pehkonen, Jorma Viikari, Olli T Raitakari

Abstract read
In one paragraph

Article in Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Jutta ViinikainenJyväskylä University School of Business and Economics, University of Jyväskylä, Jyväskylä, Finland.ORCID 0000-0002-4252-3147
Petri BöckermanJyväskylä University School of Business and Economics, University of Jyväskylä, Jyväskylä, Finland.ORCID 0000-0002-5372-2985
Christian HakulinenDepartment of Psychology and Logopedics, University of Helsinki, Helsinki, Finland.ORCID 0000-0001-8629-9960
Jaana T KariJyväskylä University School of Business and Economics, University of Jyväskylä, Jyväskylä, Finland.ORCID 0000-0001-5205-7031
Terho LehtimäkiFaculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID 0000-0002-2555-4427
Katja PahkalaCentre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland.ORCID 0000-0001-9338-4397
Jaakko PehkonenJyväskylä University School of Business and Economics, University of Jyväskylä, Jyväskylä, Finland.ORCID 0000-0002-9684-7139
Jorma ViikariDepartment of Medicine, University of Turku, Turku, Finland.ORCID 0000-0001-6452-010X
Olli T RaitakariCentre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland.ORCID 0000-0001-9365-3702

Funding

Academy of Finland 104821Academy of Finland 117797Academy of Finland 121584Academy of Finland 124282Academy of Finland 126925Academy of Finland 129378Academy of Finland 134309Academy of Finland 141071Academy of Finland 255381Academy of Finland 256474Academy of Finland 283115Academy of Finland 286284Academy of Finland 314389Academy of Finland 319060Academy of Finland 320297Academy of Finland 322098Academy of Finland 330809Academy of Finland 338395Academy of Finland 339390Academy of Finland 356405Cancer Foundation FinlandDiabetes Research Foundation of Finnish Diabetes AssociationEmil Aaltonen FoundationEU Horizon 2020 755320EU Horizon 2020 848146European Research Council 742927European Union 101040247Finnish Cultural FoundationFinnish Foundation for Cardiovascular ResearchFinnish Society of Clinical ChemistryJuho Vainio FoundationOP Group Research FoundationPaavo Nurmi FoundationPalkansaajasäätiöResearch Council of Finland 354237Signe and Ane Gyllenberg FoundationSigrid Juselius FoundationSocial Insurance Institution of FinlandTampere Tuberculosis FoundationTampere University Hospital Supporting FoundationTurku University Hospitals X51001Yrjö Jahnsson Foundation
6 · The paper itself

Abstract

introductionTobacco smoking has been associated with reduced success in the labor market, potentially due to its negative impact on labor productivity, especially in physically demanding jobs, as it affects physical fitness and performance adversely.

methodsThis prospective study used data from the Cardiovascular Risk in Young Finns Study survey, linked to register information on labor market outcomes and education attainment, to examine the association between tobacco smoking and long-term labor market outcomes (earnings and employment, N = 1953). Smoking levels were determined by cigarette pack-years in 2001, as reported in the survey, whereas annual earnings and employment status were tracked from 2001 to 2019.

resultsA one-unit increase in pack-year of smoking was associated with a 1.8% decrease in earnings (95% confidence interval [CI]: -2.6% to -0.9%) and a 0.5% reduction in years employed (95% CI: -0.6% to -0.3%). This association was pronounced among participants with lower education levels. The earnings difference was evident among younger cohorts, whereas a negative correlation with employment was observed most strongly in older cohorts among individuals with lower education.

conclusionsOur findings suggest that smoking had a negative effect on earnings among the younger generation, particularly among the less well-educated. The finding of greater impacts on years of employment among the older age group, particularly among groups with low education levels, is consistent with the delayed onset of most health impacts, which may particularly affect productivity in physically demanding jobs that are more common among people with less education. IMPLICATIONS: Adverse consequences of smoking include reduced earnings and labor market participation, particularly among less well-educated groups. Tobacco control advocates should draw attention to these consequences in arguing for effective measures to reduce smoking initiation and increase cessation in order to achieve socially optimal outcomes.

Indexed as

Cardiovascular DiseasesEmploymentIncomeTobacco SmokingAdolescentAdultEducational StatusFemaleFinlandHumansMaleProspective StudiesYoung Adult

Identifiers

PMID39806076
PMCPMC12187365

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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.