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Workplace bullying, symptoms of anxiety and the interaction with leadership quality: a longitudinal study using dynamic panel models with fixed effects
Stockholm University, Faculty of Social Sciences, Department of Psychology, Stress Research Institute. Stockholm University, Faculty of Social Sciences, Department of Psychology, Work and organizational psychology.
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2023 (English)In: Scandinavian Journal of Work, Environment and Health, ISSN 0355-3140, E-ISSN 1795-990X, Vol. 49, no 1, p. 64-74Article in journal (Refereed) Published
Abstract [en]

Objectives: Workplace bullying has been suggested to increase symptoms of anxiety. A reverse relationship has also been proposed. However, so far only few earlier studies have investigated this topic and the reported associations might partly be explained by unmeasured individual characteristics. In this study, we aim to examine the temporality and directionality between workplace bullying and anxiety symptoms, taking time-invariant characteristics into account. Furthermore, we aim to examine whether leadership quality modifies these associations.

Methods: We included 13 491 individuals from two nationwide cohort studies in Sweden and Denmark. Using cross-lagged structural equation models (SEM) and dynamic panel models with fixed effects, we examined contemporaneous and lagged associations between self-reported workplace bullying and anxiety. Cohort-specific results were estimated and combined using fixed-effect meta-analysis.

Results: The cross-lagged SEM models supported contemporaneous and lagged relationships in both directions (from workplace bullying to symptoms of anxiety and vice versa). In contrast, only contemporaneous relationships remained statistically significant and of considerable magnitude in the dynamic panel models with fixed effects. Specifically, exposure to workplace bullying was related to a concurrent increase in anxiety symptoms (b=0.61, 95% confidence interval 0.32–0.90). No support of interaction with leadership quality was found.

Conclusions: The results indicate that onset of workplace bullying is associated with an immediate or short-term increase in anxiety symptoms. This study provides novel insights regarding temporal aspects and causal inference of the bullying-anxiety relationship useful for managing psychological hazards and preventing mental illness at work.

Place, publisher, year, edition, pages
2023. Vol. 49, no 1, p. 64-74
Keywords [en]
anxiety, bullying, dynamic panel model, harassment, leadership, longitudinal study, mental health, occupational health, occupational health, psychosocial work environment, structural equation modelling, work stress
National Category
Psychology
Research subject
Psychology
Identifiers
URN: urn:nbn:se:su:diva-216491DOI: 10.5271/sjweh.4060PubMedID: 36191297Scopus ID: 2-s2.0-85145242165OAI: oai:DiVA.org:su-216491DiVA, id: diva2:1750921
Note

This work was funded by the Swedish Research Council for Health, Working Life and Welfare (FORTE, grant number 2019-01318 and the Danish Working Environment Research Fund (AMFF, grant number 10-2019-03).

Available from: 2023-04-14 Created: 2023-04-14 Last updated: 2026-03-20Bibliographically approved
In thesis
1. Workplace bullying and mental health conditions: Disentangling concurrent, prospective, and reverse associations in the Swedish and Danish workforce
Open this publication in new window or tab >>Workplace bullying and mental health conditions: Disentangling concurrent, prospective, and reverse associations in the Swedish and Danish workforce
2026 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Mental health conditions, including both mental disorders and mental distress, are common among adults, including among the working population. Although work generally promotes health, previous research indicates that several factors in the work environment may contribute to poor mental health. This thesis aims to examine whether workplace bullying, defined as repeated exposure to negative acts at work over a prolonged period, contributes to the occurrence of depression and anxiety among individuals of working age. To address this aim, longitudinal survey and register data from Sweden and Denmark are used.

The first paper of the thesis, Paper I, aimed to assess the theoretical and psychometric properties of a measure of workplace bullying used in Papers II-IV. The results showed that the measure captured theoretically grounded experiences of workplace bullying and that it overlapped satisfactorily with established measures of workplace bullying, thereby supporting its validity and justifying its use in the subsequent papers of the thesis.

Paper II examined the association between workplace bullying and anxiety symptoms, as well as whether good leadership quality could mitigate anxiety following exposure to bullying. When exposed individuals were compared with non-exposed individuals, the results indicated a bidirectional association. Exposure to workplace bullying was prospectively associated with an increased risk of higher anxiety, while higher initial anxiety increased the risk of subsequent exposure to workplace bullying. However, in analyses accounting for within-individual changes in bullying status, only immediate, but not long-term, changes in anxiety were observed, and no reverse association was found. Furthermore, no evidence was found of leadership quality moderating these associations.

Paper III examined the association between workplace bullying and sickness absence due to depressive and anxiety disorders, also considering bidirectional associations. The results indicated that individuals exposed to workplace bullying had an increased risk of sickness absence during the subsequent two years compared with non-exposed individuals. However, no clear evidence was found that such sickness absence increased the risk of later exposure to workplace bullying.

The fourth paper of the thesis, Paper IV, examined whether workplace bullying was associated with an increased risk of treatment with psychotropic medication. The analysis was restricted to individuals without prior exposure to workplace bullying and without a recent history of psychotropic medication use. The results suggested an increased risk of initiating psychotropic treatment during the subsequent two years among exposed individuals, with the risk of initiating treatment with antidepressants being particularly pronounced.

In conclusion, the findings of the studies included in this thesis indicate that workplace bullying constitutes a risk factor for depression and anxiety. The consistency of the observed associations, even after adjustment for sociodemographic factors, prior mental health conditions, and other work environment factors, strengthens the credibility of the results. These findings underscore the importance of preventive efforts against workplace bullying and of ensuring that exposed individuals receive adequate and timely support to reduce the risk of subsequent mental health conditions.

Place, publisher, year, edition, pages
Stockholm: Department of Public Health Sciences, Stockholm University, 2026. p. 125
Series
Stockholm Studies in Public Health Sciences, ISSN 2003-0061 ; 18
Keywords
workplace bullying, psychosocial work environment, mental health, anxiety, depression, sickness absence, psychotropic drugs, cohort study
National Category
Public Health, Global Health and Social Medicine
Research subject
Public Health Sciences
Identifiers
urn:nbn:se:su:diva-253645 (URN)978-91-8107-564-9 (ISBN)978-91-8107-565-6 (ISBN)
Public defence
2026-05-21, Auditorium 6, Albano House 4, Albanovägen 12, Stockholm, 10:00 (English)
Opponent
Supervisors
Available from: 2026-04-24 Created: 2026-03-20 Last updated: 2026-04-15Bibliographically approved

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Holmgren, RebeckaÖstberg, VivecaMagnusson Hanson, Linda

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