The Way You Use Keyboard-Mouse Shows You Are Stressed

A new model developed by researchers from the Swiss Federal Institute of Technology looks at mouse movements and the way they use a keyboard to determine the stress level of employees at work.

According to many researches and surveys, our distinguished country is one of the most stressed, angry and unhappy countries in the world. This Stress is also very high in work life.. Even though we can’t realize it because it’s part of our daily routine, stress causes many health problems and being stressed all the time makes us sick.

Being aware of the necessity of detecting and preventing stress, the Swiss Federal Institute of Technology has taken an important step in this regard. Each One in three people reported feeling stressed at work In Switzerland, a new model has been developed for the detection and prevention of stress.

The model detects stress where it begins, namely at work;

Eight researchers from different fields of psychology and information technologies took part in the study. using machine learning a model was developed. While developing the model, the team analyzed the data by examining a group of 90 participants.

While some of the participants were provided with a working environment where they could work comfortably, were not interrupted and were not exposed to any interference, some of them were provided with a ‘more realistic’ working environment where they were interrupted by meetings, questions and messages. 90 participants Heart rates were also tracked along with mouse and keyboard movements.

Mara Nägelin, one of the authors of the study, says that the keyboard and mouse use behaviors of people working under stress are different from those of a non-stressed employee. In addition, keyboard and mouse usage behaviors according to the team, stress level better than heart rate determines.

So how do stressed people use the keyboard and mouse?

Nägelin explains these gestures as “Stressed people move the mouse cursor more often and less precisely, and travels longer distances. Relaxed people, on the other hand, take shorter, more direct routes to reach their goals and spend more time doing it.

But why does stress affect our keyboard and mouse movements? if you say;

According to the team, increased stress levels negatively affect our brain’s ability to process information. This is also negatively affect our motor skills. why is this happening. Naturally, how we use the keyboard and mouse also depends on whether we are stressed or not.

The model developed by the study is currently tracking and testing the data of the participants, who still allow, while they are at work;

The purpose of the team is to keep this data confidential and only to employees. identify stress levels and improve conditions to be used for. However, a privacy issue arises.

For this reason, the team also collaborated with another working group of employees and ethicists. remain anonymous and cannot be used to the detriment of employees He is conducting research on what to do.

Source :
https://www.sciencedirect.com/science/article/pii/S1532046423000205?via%3Dihub


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