Workplace bullying significantly elevates psychological distress and reduces sleep quality among IT professionals, while resilience weakens the negative impact of distress on sleep, confirming a conditional mediation model grounded in Conservation of Resources theory.
Key Findings
Results
Workplace bullying significantly and directly increases psychological distress among IT professionals.
Study conducted among 380 full-time IT professionals across five major metropolitan cities in India: Chennai, Bengaluru, Hyderabad, Pune, and Mumbai.
Data collected via structured online questionnaire using stratified simple random sampling.
Relationships tested using Partial Least Squares Structural Equation Modeling (PLS-SEM).
Sample included IT professionals across various age groups, job levels, and work arrangements.
Results
Workplace bullying significantly reduces sleep quality among IT professionals.
Both a direct effect of bullying on sleep quality and an indirect effect through psychological distress were identified.
The study framed reduced sleep quality as a downstream consequence of workplace bullying.
Findings are consistent with Conservation of Resources (COR) theory, which posits that stressors deplete personal resources and generate loss spirals.
Results
Psychological distress partially mediates the relationship between workplace bullying and impaired sleep quality.
The mediation was described as partial, meaning bullying affects sleep both directly and indirectly through psychological distress.
This partial mediation was identified using PLS-SEM analysis.
The finding supports a sequential pathway from workplace bullying to psychological distress to sleep impairment.
Results
Resilience moderates the negative impact of psychological distress on sleep quality, weakening the distress-to-sleep impairment pathway.
Resilience functioned as a moderator specifically in the relationship between psychological distress and sleep quality.
The overall model was confirmed as a conditional mediation model (also known as moderated mediation).
Higher resilience was associated with a weaker negative effect of psychological distress on sleep.
Resilience was conceptualized as a personal resource within the COR theory framework, capable of buffering loss spirals associated with workplace stressors.
Discussion
The study theoretically advances Conservation of Resources (COR) theory by demonstrating how personal resources such as resilience buffer loss spirals associated with workplace stressors in IT contexts.
COR theory served as the grounding theoretical framework for the study.
The findings extend COR theory by showing the buffering role of resilience specifically within the IT professional population in India.
The conditional mediation model integrates both mediation (psychological distress) and moderation (resilience) within a single theoretical framework.
What This Means
This research suggests that IT professionals who experience workplace bullying are more likely to suffer from psychological distress—such as anxiety, stress, or emotional strain—and that this distress in turn leads to poorer sleep quality. The study, which surveyed 380 IT workers across major Indian cities including Chennai, Bengaluru, Hyderabad, Pune, and Mumbai, found that bullying harms sleep both directly and through its effect on mental health. This means that even if bullying does not directly keep someone awake, the emotional toll it takes can disrupt their sleep patterns.
Importantly, the study also found that resilience—a person's ability to cope with and bounce back from adversity—can reduce the damage that psychological distress causes to sleep. In other words, IT workers with higher resilience appear better able to protect their sleep even when they are experiencing psychological distress from bullying. This does not mean resilient employees are immune to the harms of bullying, but rather that their personal coping resources help cushion the impact.
From a practical standpoint, this research suggests that IT organizations should focus on two fronts: actively working to prevent and address workplace bullying, and investing in programs that help employees build resilience. The study highlights that protecting employee well-being in high-pressure IT environments requires both reducing sources of harm and strengthening workers' internal resources to cope with stress.
Anandhan H, Sathyamoorthi V, Deikus M, Vveinhardt J. (2026). Resilience as a Moderator of the Effects of Workplace Bullying on Psychological Distress and Sleep Quality Among Information Technology Professionals.. International journal of environmental research and public health. https://doi.org/10.3390/ijerph23010029