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Neural Correlates of Direct Access Trading in a Real Stock Market: An fMRI Investigation

Background: While financial decision making has been barely explored, no study has previously investigated the neural correlates of individual decisions made by professional traders involved in real stock market negotiations, using their own financial resources. Aim: We sought to detect how differen...

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Autores principales: Raggetti, GianMario, Ceravolo, Maria G., Fattobene, Lucrezia, Di Dio, Cinzia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5626870/
https://www.ncbi.nlm.nih.gov/pubmed/29033782
http://dx.doi.org/10.3389/fnins.2017.00536
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author Raggetti, GianMario
Ceravolo, Maria G.
Fattobene, Lucrezia
Di Dio, Cinzia
author_facet Raggetti, GianMario
Ceravolo, Maria G.
Fattobene, Lucrezia
Di Dio, Cinzia
author_sort Raggetti, GianMario
collection PubMed
description Background: While financial decision making has been barely explored, no study has previously investigated the neural correlates of individual decisions made by professional traders involved in real stock market negotiations, using their own financial resources. Aim: We sought to detect how different brain areas are modulated by factors like age, expertise, psychological profile (speculative risk seeking or aversion) and, eventually, size and type (Buy/Sell) of stock negotiations, made through Direct Access Trading (DAT) platforms. Subjects and methods: Twenty male traders underwent fMRI while negotiating in the Italian stock market using their own preferred trading platform. Results: At least 20 decision events were collected during each fMRI session. Risk averse traders performed a lower number of financial transactions with respect to risk seekers, with a lower average economic value, but with a higher rate of filled proposals. Activations were observed in cortical and subcortical areas traditionally involved in decision processes, including the ventrolateral and dorsolateral prefrontal cortex (vlPFC, dlPFC), the posterior parietal cortex (PPC), the nucleus accumbens (NAcc), and dorsal striatum. Regression analysis indicated an important role of age in modulating activation of left NAcc, while traders' expertise was negatively related to activation of vlPFC. High value transactions were associated with a stronger activation of the right PPC when subjects' buy rather than sell. The success of the trading activity, based on a large number of filled transactions, was related with higher activation of vlPFC and dlPFC. Independent of chronological and professional age, traders differed in their attitude to DAT, with distinct brain activity profiles being detectable during fMRI sessions. Those subjects who described themselves as very self-confident, showed a lower or absent activation of both the caudate nucleus and the dlPFC, while more reflexive traders showed greater activation of areas involved in strategic decision making. Discussion: The neural correlates in DAT are similar to those observed in other decision making contexts. Trading is handled as a well-learned automatic behavior by expert traders; for those who mostly rely on heuristics, cognitive effort decreases, and transaction speed increases, but decision efficiency lowers following a poor involvement of the dlPFC.
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spelling pubmed-56268702017-10-13 Neural Correlates of Direct Access Trading in a Real Stock Market: An fMRI Investigation Raggetti, GianMario Ceravolo, Maria G. Fattobene, Lucrezia Di Dio, Cinzia Front Neurosci Neuroscience Background: While financial decision making has been barely explored, no study has previously investigated the neural correlates of individual decisions made by professional traders involved in real stock market negotiations, using their own financial resources. Aim: We sought to detect how different brain areas are modulated by factors like age, expertise, psychological profile (speculative risk seeking or aversion) and, eventually, size and type (Buy/Sell) of stock negotiations, made through Direct Access Trading (DAT) platforms. Subjects and methods: Twenty male traders underwent fMRI while negotiating in the Italian stock market using their own preferred trading platform. Results: At least 20 decision events were collected during each fMRI session. Risk averse traders performed a lower number of financial transactions with respect to risk seekers, with a lower average economic value, but with a higher rate of filled proposals. Activations were observed in cortical and subcortical areas traditionally involved in decision processes, including the ventrolateral and dorsolateral prefrontal cortex (vlPFC, dlPFC), the posterior parietal cortex (PPC), the nucleus accumbens (NAcc), and dorsal striatum. Regression analysis indicated an important role of age in modulating activation of left NAcc, while traders' expertise was negatively related to activation of vlPFC. High value transactions were associated with a stronger activation of the right PPC when subjects' buy rather than sell. The success of the trading activity, based on a large number of filled transactions, was related with higher activation of vlPFC and dlPFC. Independent of chronological and professional age, traders differed in their attitude to DAT, with distinct brain activity profiles being detectable during fMRI sessions. Those subjects who described themselves as very self-confident, showed a lower or absent activation of both the caudate nucleus and the dlPFC, while more reflexive traders showed greater activation of areas involved in strategic decision making. Discussion: The neural correlates in DAT are similar to those observed in other decision making contexts. Trading is handled as a well-learned automatic behavior by expert traders; for those who mostly rely on heuristics, cognitive effort decreases, and transaction speed increases, but decision efficiency lowers following a poor involvement of the dlPFC. Frontiers Media S.A. 2017-09-29 /pmc/articles/PMC5626870/ /pubmed/29033782 http://dx.doi.org/10.3389/fnins.2017.00536 Text en Copyright © 2017 Raggetti, Ceravolo, Fattobene and Di Dio. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Raggetti, GianMario
Ceravolo, Maria G.
Fattobene, Lucrezia
Di Dio, Cinzia
Neural Correlates of Direct Access Trading in a Real Stock Market: An fMRI Investigation
title Neural Correlates of Direct Access Trading in a Real Stock Market: An fMRI Investigation
title_full Neural Correlates of Direct Access Trading in a Real Stock Market: An fMRI Investigation
title_fullStr Neural Correlates of Direct Access Trading in a Real Stock Market: An fMRI Investigation
title_full_unstemmed Neural Correlates of Direct Access Trading in a Real Stock Market: An fMRI Investigation
title_short Neural Correlates of Direct Access Trading in a Real Stock Market: An fMRI Investigation
title_sort neural correlates of direct access trading in a real stock market: an fmri investigation
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5626870/
https://www.ncbi.nlm.nih.gov/pubmed/29033782
http://dx.doi.org/10.3389/fnins.2017.00536
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