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Real-time extended psychophysiological analysis of financial risk processing
We study the relationships between the real-time psychophysiological activity of professional traders, their financial transactions, and market fluctuations. We collected multiple physiological signals such as heart rate, blood volume pulse, and electrodermal activity of 55 traders at a leading glob...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9312384/ https://www.ncbi.nlm.nih.gov/pubmed/35877608 http://dx.doi.org/10.1371/journal.pone.0269752 |
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author | Singh, Manish Xu, Qingyang Wang, Sarah J. Hong, Tinah Ghassemi, Mohammad M. Lo, Andrew W. |
author_facet | Singh, Manish Xu, Qingyang Wang, Sarah J. Hong, Tinah Ghassemi, Mohammad M. Lo, Andrew W. |
author_sort | Singh, Manish |
collection | PubMed |
description | We study the relationships between the real-time psychophysiological activity of professional traders, their financial transactions, and market fluctuations. We collected multiple physiological signals such as heart rate, blood volume pulse, and electrodermal activity of 55 traders at a leading global financial institution during their normal working hours over a five-day period. Using their physiological measurements, we implemented a novel metric of trader’s “psychophysiological activation” to capture affect such as excitement, stress and irritation. We find statistically significant relations between traders’ psychophysiological activation levels and such as their financial transactions, market fluctuations, the type of financial products they traded, and their trading experience. We conducted post-measurement interviews with traders who participated in this study to obtain additional insights in the key factors driving their psychophysiological activation during financial risk processing. Our work illustrates that psychophysiological activation plays a prominent role in financial risk processing for professional traders. |
format | Online Article Text |
id | pubmed-9312384 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-93123842022-07-26 Real-time extended psychophysiological analysis of financial risk processing Singh, Manish Xu, Qingyang Wang, Sarah J. Hong, Tinah Ghassemi, Mohammad M. Lo, Andrew W. PLoS One Research Article We study the relationships between the real-time psychophysiological activity of professional traders, their financial transactions, and market fluctuations. We collected multiple physiological signals such as heart rate, blood volume pulse, and electrodermal activity of 55 traders at a leading global financial institution during their normal working hours over a five-day period. Using their physiological measurements, we implemented a novel metric of trader’s “psychophysiological activation” to capture affect such as excitement, stress and irritation. We find statistically significant relations between traders’ psychophysiological activation levels and such as their financial transactions, market fluctuations, the type of financial products they traded, and their trading experience. We conducted post-measurement interviews with traders who participated in this study to obtain additional insights in the key factors driving their psychophysiological activation during financial risk processing. Our work illustrates that psychophysiological activation plays a prominent role in financial risk processing for professional traders. Public Library of Science 2022-07-25 /pmc/articles/PMC9312384/ /pubmed/35877608 http://dx.doi.org/10.1371/journal.pone.0269752 Text en © 2022 Singh et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Singh, Manish Xu, Qingyang Wang, Sarah J. Hong, Tinah Ghassemi, Mohammad M. Lo, Andrew W. Real-time extended psychophysiological analysis of financial risk processing |
title | Real-time extended psychophysiological analysis of financial risk processing |
title_full | Real-time extended psychophysiological analysis of financial risk processing |
title_fullStr | Real-time extended psychophysiological analysis of financial risk processing |
title_full_unstemmed | Real-time extended psychophysiological analysis of financial risk processing |
title_short | Real-time extended psychophysiological analysis of financial risk processing |
title_sort | real-time extended psychophysiological analysis of financial risk processing |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9312384/ https://www.ncbi.nlm.nih.gov/pubmed/35877608 http://dx.doi.org/10.1371/journal.pone.0269752 |
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