Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Singh, Manish, Xu, Qingyang, Wang, Sarah J., Hong, Tinah, Ghassemi, Mohammad M., Lo, Andrew W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
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
_version_ 1784753832208629760
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
work_keys_str_mv AT singhmanish realtimeextendedpsychophysiologicalanalysisoffinancialriskprocessing
AT xuqingyang realtimeextendedpsychophysiologicalanalysisoffinancialriskprocessing
AT wangsarahj realtimeextendedpsychophysiologicalanalysisoffinancialriskprocessing
AT hongtinah realtimeextendedpsychophysiologicalanalysisoffinancialriskprocessing
AT ghassemimohammadm realtimeextendedpsychophysiologicalanalysisoffinancialriskprocessing
AT loandreww realtimeextendedpsychophysiologicalanalysisoffinancialriskprocessing