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Techno-Burnout as a System Safety Hazard: A Multilevel Model of the Digital Workplace Cover

Techno-Burnout as a System Safety Hazard: A Multilevel Model of the Digital Workplace

Open Access
|Dec 2025

Abstract

Digitalisation and, increasingly, artificial intelligence adoption are transforming workplaces and increasing psychosocial risks that current occupational safety and health (OSH) systems only partially address. We propose a multilevel model that redefines burnout from an individual issue to a systemic hazard, shifting the emphasis from HR practices to system safety.

Combining the Job Demands–Resources (JD–R) theoretical framework, academic research and survey evidence, we highlight how features of the digital/AI workplace (algorithmic management, constant connectivity, biometric monitoring, flexibility, digital metrics over human judgment) create a double feedback loop of reactivity (incidents → tighter monitoring → higher demands) and silencing (burnout → under-reporting), which might cause systemic failure.

We propose three ideas that position techno-burnout as a key factor in socio-technical reliability, and argue that recognising techno-burnout as a systemic safety risk can shape the governance discourse by examining its implications and suggesting its inclusion in national AI legislation.

Language: English
Page range: 264 - 273
Submitted on: Oct 26, 2025
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Accepted on: Dec 6, 2025
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Published on: Dec 31, 2025
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Aleksandra Kuzior, Fabio Gualandri, Wioletta Gualandri, published by Quality and Production Managers Association
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.