Onset of workplace bullying and violence and changes in health-related behaviors: a multi-cohort study

dc.contributor.authorXu, Tianwei
dc.contributor.authorNielsen, Morten Birkeland
dc.contributor.authorClark, Alice J.
dc.contributor.authorRugulies, Reiner
dc.contributor.authorPentti, Jaana
dc.contributor.authorSørensen, Jeppe Karl
dc.contributor.authorNordentoft, Mads
dc.contributor.authorWesterlund, Hugo
dc.contributor.authorStenholm, Sari
dc.contributor.authorVahtera, Jussi
dc.contributor.authorMadsen, E. H.
dc.contributor.authorHansen, Åse Marie
dc.contributor.authorVirtanen, Marianna
dc.contributor.authorKnardahl, Stein
dc.contributor.authorOksanen, Tuula
dc.contributor.authorKivimäki, Mika
dc.contributor.authorHanson, Linda L. Magnusson
dc.contributor.authorRod, Naja Hulvej
dc.contributor.organizationfi=kansanterveystiede|en=Public Health|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.94792640685
dc.contributor.organization-code2607008
dc.converis.publication-id526554426
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/526554426
dc.date.accessioned2026-06-22T20:10:37Z
dc.description.abstract<p><b>Objectives</b> <br></p><p>The aim of the study was to examine whether exposure to workplace bullying and violence is associated with changes in health-related behaviors over time. <br></p><p><b>Methods </b><br></p><p>This multi-cohort study included four cohorts from Sweden, Denmark, Finland, and Norway, comprising 78 624 participants aged 18–65 years at baseline between 2004 and 2016. The data were analyzed using an emulated trial design. The main analysis ascertained both onset of workplace bullying and violence (exposures) and changes in health-related behaviors (outcome) using data from time TX and TX+1 (concurrent analysis). To clarify temporality, changes in health-related behaviors were further calculated at time TX+1 to TX+2 (longitudinal analysis). We applied logistic regression with generalized estimating equations. Subgroup differences by sex were examined. <br></p><p><b>Results </b><br></p><p>Among 125 854 participant-observations across 2–3 study phases of the 78 624 participants, 6–8% experienced onset of workplace bullying and 9–14% reported onset of workplace violence over 1–2 years. The strongest association was observed between onset of violence and becoming obese, with an odds ratio (OR) of 1.13 [95% confidence interval (CI) 1.00–1.27] in the concurrent and 1.31 (95% CI 1.05–1.64) in the longitudinal analysis. In addition, onset of bullying (OR 1.23, 95% CI 1.06–1.44) and violence (OR 1.11, 95% CI 0.99–1.24) were concurrently associated with initiation of excessive alcohol use, with weaker associations in the longitudinal analysis. Exposure–response relationships were observed for all aforementioned associations and findings were consistent across cohorts. Men were more likely to initiate excessive alcohol use than women after experiencing violence (P=0.008). <br></p><p><b>Conclusion</b> <br></p><p>Exposure to workplace bullying and violence was associated with adverse changes in health-related behaviors. <br></p><p><b>Key terms</b> <br></p><p>stress; workplace violence.<br></p>
dc.identifier.eissn1795-990X
dc.identifier.jour-issn0355-3140
dc.identifier.urihttps://www.utupub.fi/handle/11111/62224
dc.identifier.urlhttps://doi.org/10.5271/sjweh.4302
dc.identifier.urnURN:NBN:fi-fe2026061672461
dc.language.isoen
dc.okm.affiliatedauthorPentti, Jaana
dc.okm.affiliatedauthorStenholm, Sari
dc.okm.affiliatedauthorVahtera, Jussi
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3142 Public health care science, environmental and occupational healthen_GB
dc.okm.discipline3142 Kansanterveystiede, ympäristö ja työterveysfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityDomestic publication
dc.okm.typeA1 ScientificArticle
dc.publisherNordic Association of Occupational Safety and Health (NOROSH)
dc.publisher.countryFinlanden_GB
dc.publisher.countrySuomifi_FI
dc.publisher.country-codeFI
dc.relation.doi10.5271/sjweh.4302
dc.relation.ispartofjournalScandinavian Journal of Work, Environment and Health
dc.titleOnset of workplace bullying and violence and changes in health-related behaviors: a multi-cohort study
dc.year.issued2026

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