Swiss researchers use typing, mouse clicks to detect office stress

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“How we type on our keyboard and move our mouse seems to be a better predictor of how stressed we feel in an office environment than our heart rate,” said one of the study's authors.

Researchers at the Swiss Federal Institute of Technology in Zurich said they had used new data and machine learning to develop a fresh model for detecting stress levels at work, based solely on the way people type or use their mouse.

They recorded the participants’ mouse and keyboard behaviour as well as their heart rates, and regularly asked the participants how stressed they felt. The connection between stress, and keyboard and mouse behaviour can be explained through so-called neuromotor noise theory.

 

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