Digital burnout in the AI era is a measurable syndrome

What the study examined

Published in Frontiers in Psychology, this study developed and validated a new digital burnout scale adapted to the age of artificial intelligence. The aim was to show that constant exposure to AI and to the digital information stream produces its own psychological and physiological symptoms.

Key findings

A measurable multi-factor construct

Digital burnout is a clearly described syndrome: cognitive exhaustion, loss of interest in offline activities, irritability and physical screen fatigue.

Pressure for constant productivity

AI lets us work faster, which often means working without breaks. The feeling that we must react immediately to smart suggestions raises stress levels.

Disrupted sleep

Intense work with cognitively stimulating AI tools shortly before bed degrades deep sleep quality.

What to do about it

Working faster thanks to AI must not become an excuse to remove breaks. Invest the saved time in offline recovery.

• Set an AI curfew: no cognitively demanding tools at least 60 minutes before sleep.
• Use a 50/10 rhythm — after 50 minutes of intense work, 10 minutes fully offline.
• Watch the warning signs: irritability, aversion to offline activities, eye strain.

Source

Zhao, L., Zhao, J., Cao, E. (Y.), Li, K. (K.), Pan, L., Zou, Y., & Sun, X. (2026). Development and validation of a digital burnout scale in artificial intelligence era. Frontiers in Psychology, 16, 1580422. doi.org/10.3389/fpsyg.2025.1580422