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A Database of Japanese Emotional Signals Elicited by Real Experiences Read chapter Read first chapter

2014 | OriginalPaper | Chapter

Workplace Stress Estimation from Physiological Indices in Real Situation

Authors : Guillaume Lopez, Hirohito Ide, Masaki Shuzo, Shin’ichi Warisawa, Ichiro Yamada

Published in: Pervasive Computing Paradigms for Mental Health

Publisher: Springer International Publishing

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Abstract

We have developed a new method to estimate no only stress occurrence, but also various workplace stress types. The method relies on adaptive selection of physiological indices integrated into an intelligent multi-steps discrimination process. Preliminary results revealed the method promising to improve estimation accuracy of workplace stress types. The study reported here, has two purposes: investigate if it is effectively possible to estimate stress type independently from individual differences, and validate the performances of proposed method in real situation. Four subjects that were not part of the preliminary study were assigned whether a tape dictation task or a presentation task as real situation tasks. The occurrence of various types of harmful stress could be correctly discriminated, confirming proposed method as an effective solution to estimate stress type regardless individual differences.

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previous chapter A Database of Japanese Emotional Signals Elicited by Real Experiences
next chapter Psychometric Assessment Using Classic Neuropsychological and Virtual Reality Based Test: A Study in Obsessive-Compulsive Disorder (OCD) and Schizophrenic Patients
Literature
1.
Aasa, U., Kalezic, N., Lyskov, E.: Stress monitoring of ambulance personnel during work and leisure time. Int. Arch. Occup. Environ. Health 80(1), 51–59 (2006)CrossRef
2.
Akselrod, S., Gordon, D., Ubel, F., Shannon, C., Berger, C., Cohen, J.: Power spectrum analysis of heart rate fluctuation: a quantitative probe of beat-to-beat cardiovascular control. Science 10, 220–222 (1981)CrossRef
3.
Ide, H., Lopez, G., Shuzo, M., Mitsuyoshi, S., Delaunay, J.-J., Yamada, I.: Workplace stress estimation method based on multivariate analysis of physiological indices. In: 5th International Conference on Health Informatics, Algarve, pp. 53–60 (2012)
4.
Itao, K., Umeda, T., Lopez, G., Kinjo, M.: Human recorder system development for sensing the autonomic nervous system. In: 7th Annual IEEE Conference on Sensors, Lecce, pp. 423–426 (2008)
5.
Kim, D., Seo, Y., Salahuddin, L.: Decreased long term variations of heart rate variability in subjects with higher self-reporting stress scores. In: 2nd International Conference on Pervasive Computing Technologies for Healthcare, Tampere, pp. 289–292 (2008)
6.
Kotlyar, M., Donahue, C., Thuras, P.: Physiological response to a speech stressor presented in a virtual reality environment. Psychophysiology 45(6), 1034–1037 (2008)CrossRef
7.
Lopez, G., Shuzo, M., Yamada, I.: New healthcare society supported by wearable sensors and information mapping based services. Int. J. Netw. Virtual Organ. 9(3), 233–247 (2011)CrossRef
8.
Miyake, S.: Factors influencing mental workload indexes. J. Univ. Occup. Environ. Health 19(4), 313–325 (1997)MathSciNet
9.
Miyake, S.: Multivariate workload evaluation combining physiological and subjective measures. Int. J. Psychophysiol. 40(3), 233–238 (2001)CrossRef
10.
Ohsuga, M., Shimono, F., Genno, H.: Assessment of phasic work stress using autonomic indices. Int. J. Psychophysiol. 40(3), 211–220 (2001)CrossRef
11.
Shin, J., Seongo, H., Cha, D., Yoon, Y., Yoon, H.: Estimation of stress status using biosignal and fuzzy theory. In: Proceedings of the 20th Annual International Conference of the IEEE EMBS, vol. 3, pp. 1393–1394 (1998)
12.
Soda, T., Narumi, T.: Assessment of physical and mental loads using power spectral analysis of heart rate variability during dressing. J. Home Econ. Jpn. 58(2), 91–98 (2007)
13.
Sul, A., Shin, J., Lee, C., Yoon, Y., Principe, J.: Evaluation of stress reactivity and recovery using biosignals and fuzzy theory. In: 2nd Joint IEE EMBS-BMES Conference, pp. 32–33 (2002)
14.
Watanabe, T., Kokubo, H., Takazawa, K., Kawano, K.: Psychophysiological changes during exposure to natural and urban environments. J. Int. Soc. Life Inf. Sci. 26(1), 106–111 (2008)
Metadata
Title
Workplace Stress Estimation from Physiological Indices in Real Situation
Authors
Guillaume Lopez
Hirohito Ide
Masaki Shuzo
Shin’ichi Warisawa
Ichiro Yamada
Copyright Year
2014
Book
Pervasive Computing Paradigms for Mental Health

Print ISBN: 978-3-319-11563-4

Electronic ISBN: 978-3-319-11564-1

Copyright Year: 2014

DOI
https://doi.org/10.1007/978-3-319-11564-1_2

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