Discriminating Stress From Cognitive Load Using a Wearable EDA Device
École Polytechnique Fédérale de Lausanne · ETH Zurich · +1 more institution
Abstract
The inferred cost of work-related stress call for prevention strategies that aim at detecting early warning signs at the workplace. This paper goes one step towards the goal of developing a personal health system for detecting stress. We analyze the discriminative power of electrodermal activity (EDA) in distinguishing stress from cognitive load in an office environment. A collective of 33 subjects underwent a laboratory intervention that included mild cognitive load and two stress factors, which are relevant at the workplace: mental stress induced by solving arithmetic problems under time pressure and psychosocial stress induced by social-evaluative threat. During the experiments, a wearable device was used…
Citation impact
- FWCI
- 12.02
- Percentile
- 100%
- References
- 23
Authors
6- CSCornelia SetzCorresponding
École Polytechnique Fédérale de Lausanne, ETH Zurich
- BABert Arnrich
École Polytechnique Fédérale de Lausanne
- JSJohannes Schumm
École Polytechnique Fédérale de Lausanne
- RLRoberto La Marca
École Polytechnique Fédérale de Lausanne, University of Zurich
- GTGerhard Tröster
École Polytechnique Fédérale de Lausanne
Topics & keywords
- Wearable computer
- Cognitive load
- Stress (linguistics)
- Cognition
- Mental stress
- Discriminative model
- Computer science
- Wearable technology
- Reduced inequalities