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Prediction of Self-Perceived Stress and Arousal Based on Electrodermal Activity

Tutkimustuotosvertaisarvioitu

Yksityiskohdat

AlkuperäiskieliEnglanti
Otsikko2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
KustantajaIEEE
Sivut2191-2195
Sivumäärä5
ISBN (elektroninen)978-1-5386-1311-5
ISBN (painettu)978-1-5386-1312-2
DOI - pysyväislinkit
TilaJulkaistu - 7 lokakuuta 2019
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY -
Kesto: 1 tammikuuta 1900 → …

Julkaisusarja

NimiAnnual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
ISSN (painettu)1557-170X
ISSN (elektroninen)1558-4615

Conference

ConferenceANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY
Ajanjakso1/01/00 → …

Tiivistelmä

Electrodermal activity (EDA) reflects the functions of autonomic nervous system and is often used in evaluation of mental states, e.g. short- and long-term stress. In this study, test subjects were exposed to a 3-phase adapted MIST test (relaxation, arousal, stress) during which EDA was recorded, and the self-perceived stress and arousal were assessed. The objective of the study was to evaluate the feasibility of EDA features to predict the MIST test phases and self-perceived stress and arousal. With EDA features, the test phases were classified with accuracy of 94.1%, and the self-perceived stress and arousal were classified with accuracy of 60.5–72.2%. Results are promising for the use of EDA for long-term assessment of self-perceived stress and arousal during work.

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