From Bystander Silence to Burnout: Serial Mediation Mechanisms in Workplace Bullying
Abstract
1. Introduction
2. Theoretical Background and Hypothesis Development
2.1. The Job Demands-Resources (JD-R) Model
2.2. Workplace Bullying as a Job Demand
2.3. Bystander Silence as a Resource Depletion
2.4. Perceived Stress as a Cognitive-Affective Appraisal
2.5. Burnout as a Strain Outcome
3. Method
3.1. Sample and Data Collection
3.2. Measurement
- Exposure to workplace bullying: A single-item self-labeled measure proposed by Einarsen and Skogstad (1996) is used. The self-labeling method is where respondents are given a formal definition (see Einarsen et al. (2011) in the theoretical background) of bullying and then asked whether they consider themselves bullied. The item is “Have you been subjected to bullying at work during the last six months?” The response alternatives ranged from 1 (never) to 5 (daily). Only participants rated 4 and 5 were included in the study. In other words, individuals who perceive themselves as subjected to bullying weekly or daily.In a preliminary pilot study, 30 bilingual participants completed the English version of the scale and, one week later, the Turkish version. The correlation between the two administrations was r = 0.77, indicating satisfactory test–retest reliability. The self-labeling method can introduce bias and therefore needs to be used in conjunction with a workplace bullying scale (Nielsen et al. 2020).
- Workplace bullying: The workplace bullying score was calculated using a validated bullying scale inspired by instruments developed by Leymann (1996a, 1996b) and Neuman and Keashly (2004). The scale, composed of 30 items, was designed to evaluate the nature and severity of workplace bullying. It measures five subdimensions: (1) Target’s communication: Assessing instances where the target is prevented from expressing themselves (e.g., being interrupted or not listened to). (2) Target’s maintaining social contacts: Evaluating experiences of social isolation (e.g., not being talked to or excluded from meetings). (3) Target’s personal reputation: Investigating occurrences of gossip or defamatory remarks about the target. (4) Target’s occupational reputation: Exploring experiences such as task deprivation or withholding of assignments. (5) Target’s physical health: Assessing threats of physical harm, such as injury or assault. Example items: “How often have you been prevented from expressing yourself (interrupting your speech, not being listened to)?” “How often have you been ostracized from your work environment (not being talked to, not being invited to meetings)?”The instrument demonstrated high internal consistency, with a Cronbach’s alpha coefficient of 86, indicating its reliability. Previous research (e.g., Minibas-Poussard et al. 2022) has validated the scale through factor analysis, with all subscales exhibiting factor loadings ≥ 0.30 and the Cronbach’s alpha being 0.85.
- Burnout: The short version of The Pines (2005) scale is used. This ten-item scale has been validated in previous research for Turkish people with a high Cronbach alpha of 0.91 (Tümkaya et al. 2009). Example items: “I feel helpless.” “I feel emotionally drained.” In the current study, the psychometric properties are satisfactory (factor load ≥ 0.40 and Cronbach alpha: 0.87).
- Bystander silence: A scale of 5 items was developed, inspired by studies of Paull et al. (2012). The scale shows satisfactory psychometric properties (factor load ≥ 0.40 and Cronbach alpha: 0.90). Example items: “When I was bullied, people around me turned a blind eye.” “Nobody even wanted to talk about what happened.”
- Perceived stress: Developed by Cohen et al. (1983), the scale is based on Lazarus and Folkman (1984)’s concept of cognitive stress. It contains 10 items and shows satisfactory psychometric properties (factor load ≥ 0.40 and Cronbach alpha: 0.79). Example items: “How often have you felt nervous and stressed?” “How often have you been angered because of things that happened that were outside of your control?”
4. Results
4.1. Bullying Behaviors and Their Frequency
4.2. Mediation Analyses
5. Discussion
6. Practical Implications
7. Limitations and Directions for Future Directions
8. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
WHO | The World Health Organization |
ICD-11 | 11th revision of the International Classification of Diseases |
JD-R | Job Demands-Resources |
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In the Last Six Months | A Few Times a Month | A Few Times a Week | Almost Every Day |
---|---|---|---|
Assignment of excessive tasks beyond one’s capacity or without sufficient time | 20.7% | 22.3% | 22.3% |
Lack of recognition or praise one believes is deserved | 24.4% | 15.7 % | 29.8% |
Assignment of tasks below one’s qualifications or unnecessarily simple work | 20% | 16.9% | 22.3% |
Being the subject of gossip, slander, or rumors behind one’s back | 18.2% | 20.2% | 17.8% |
Complete disregard for one’s contributions | 28.9% | 14.5% | 22.5% |
Appropriation of one’s success or ideas by others | 16.7% | 19% | 15.3% |
Intentional delays in matters important to oneself | 24% | 14.5% | 21.5% |
Constant opposition to one’s decisions or opinions | 22.3% | 10.4% | 20.2% |
Deliberate withholding of information necessary to perform one’s job | 24% | 14% | 15.3% |
Intentional denial of help to cause difficulties | 20.7% | 14.9% | 14.2% |
Relentless criticism of one’s work or constant fault-finding | 24% | 14% | 14.9% |
Being blamed for mistakes made by others | 28% | 12.8% | 14.9% |
M | SD | 1 | 2 | 3 | |
---|---|---|---|---|---|
1. Workplace bullying | 76.11 | 18.20 | |||
2. Burnout | 34.90 | 6.92 | 0.14 * | ||
3. Bystander silence | 15.95 | 5.27 | 0.24 ** | 0.21 ** | |
4. Perceived stress | 30.25 | 3.08 | 0.24 ** | 0.55 ** | 0.18 ** |
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Minibas-Poussard, J.; Seckin, T.; Bingöl, H.B. From Bystander Silence to Burnout: Serial Mediation Mechanisms in Workplace Bullying. Soc. Sci. 2025, 14, 540. https://doi.org/10.3390/socsci14090540
Minibas-Poussard J, Seckin T, Bingöl HB. From Bystander Silence to Burnout: Serial Mediation Mechanisms in Workplace Bullying. Social Sciences. 2025; 14(9):540. https://doi.org/10.3390/socsci14090540
Chicago/Turabian StyleMinibas-Poussard, Jale, Tutku Seckin, and Haluk Baran Bingöl. 2025. "From Bystander Silence to Burnout: Serial Mediation Mechanisms in Workplace Bullying" Social Sciences 14, no. 9: 540. https://doi.org/10.3390/socsci14090540
APA StyleMinibas-Poussard, J., Seckin, T., & Bingöl, H. B. (2025). From Bystander Silence to Burnout: Serial Mediation Mechanisms in Workplace Bullying. Social Sciences, 14(9), 540. https://doi.org/10.3390/socsci14090540