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 different...
Main Authors: | , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2017-09-01
|
Series: | Frontiers in Neuroscience |
Subjects: | |
Online Access: | http://journal.frontiersin.org/article/10.3389/fnins.2017.00536/full |
id |
doaj-8fdc769161f84c4d82d29751f3ad8216 |
---|---|
record_format |
Article |
spelling |
doaj-8fdc769161f84c4d82d29751f3ad82162020-11-24T20:55:05ZengFrontiers Media S.A.Frontiers in Neuroscience1662-453X2017-09-011110.3389/fnins.2017.00536259039Neural Correlates of Direct Access Trading in a Real Stock Market: An fMRI InvestigationGianMario Raggetti0GianMario Raggetti1Maria G. Ceravolo2Maria G. Ceravolo3Lucrezia Fattobene4Lucrezia Fattobene5Cinzia Di Dio6Centre for Health Care Management, School of Medicine, Università Politecnica delle Marche, Ancona, ItalyDepartment of Management, School of Economics, Università Politecnica delle Marche, Ancona, ItalyCentre for Health Care Management, School of Medicine, Università Politecnica delle Marche, Ancona, ItalyDepartment of Experimental and Clinical Medicine, School of Medicine, Università Politecnica delle Marche, Ancona, ItalyDepartment of Management, School of Economics, Università Politecnica delle Marche, Ancona, ItalyDepartment of Experimental and Clinical Medicine, School of Medicine, Università Politecnica delle Marche, Ancona, ItalyDepartment of Psychology, Università Cattolica del Sacro Cuore, Milan, ItalyBackground: 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.http://journal.frontiersin.org/article/10.3389/fnins.2017.00536/fullneuroeconomicscognitive controlfMRIfinancial risk takingfinancial marketdorsolateral prefrontal cortex |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
GianMario Raggetti GianMario Raggetti Maria G. Ceravolo Maria G. Ceravolo Lucrezia Fattobene Lucrezia Fattobene Cinzia Di Dio |
spellingShingle |
GianMario Raggetti GianMario Raggetti Maria G. Ceravolo Maria G. Ceravolo Lucrezia Fattobene Lucrezia Fattobene Cinzia Di Dio Neural Correlates of Direct Access Trading in a Real Stock Market: An fMRI Investigation Frontiers in Neuroscience neuroeconomics cognitive control fMRI financial risk taking financial market dorsolateral prefrontal cortex |
author_facet |
GianMario Raggetti GianMario Raggetti Maria G. Ceravolo Maria G. Ceravolo Lucrezia Fattobene Lucrezia Fattobene Cinzia Di Dio |
author_sort |
GianMario Raggetti |
title |
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_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_sort |
neural correlates of direct access trading in a real stock market: an fmri investigation |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Neuroscience |
issn |
1662-453X |
publishDate |
2017-09-01 |
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. |
topic |
neuroeconomics cognitive control fMRI financial risk taking financial market dorsolateral prefrontal cortex |
url |
http://journal.frontiersin.org/article/10.3389/fnins.2017.00536/full |
work_keys_str_mv |
AT gianmarioraggetti neuralcorrelatesofdirectaccesstradinginarealstockmarketanfmriinvestigation AT gianmarioraggetti neuralcorrelatesofdirectaccesstradinginarealstockmarketanfmriinvestigation AT mariagceravolo neuralcorrelatesofdirectaccesstradinginarealstockmarketanfmriinvestigation AT mariagceravolo neuralcorrelatesofdirectaccesstradinginarealstockmarketanfmriinvestigation AT lucreziafattobene neuralcorrelatesofdirectaccesstradinginarealstockmarketanfmriinvestigation AT lucreziafattobene neuralcorrelatesofdirectaccesstradinginarealstockmarketanfmriinvestigation AT cinziadidio neuralcorrelatesofdirectaccesstradinginarealstockmarketanfmriinvestigation |
_version_ |
1716792606863654912 |