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

机译:真实股票市场中直接访问交易的神经相关性:fMRI研究

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>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.
机译:>背景:虽然几乎没有探讨财务决策,但是以前没有研究调查使用真实财务资源参与实际股票市场谈判的专业交易者做出的各个决策的神经相关性。>目标::我们试图检测年龄,专业知识,心理状况(寻求投机风险或厌恶情绪)以及最终通过直接谈判进行的股票谈判的大小和类型(买/卖)等因素对不同大脑区域的调节方式访问交易(DAT)平台。>主题和方法::二十名男性交易者在使用自己喜欢的交易平台与意大利股票市场进行谈判时接受了功能磁共振成像。>结果:在每个功能磁共振成像会议期间收集事件。相对于寻求风险的人,规避风险的交易者进行的金融交易数量较少,平均经济价值较低,但建议书的填充率较高。在传统上参与决策过程的皮质和皮质下区域观察到激活,包括腹外侧和背外侧前额叶皮层(vlPFC,dlPFC),顶叶后皮层(PPC),伏隔核(NAcc)和背侧纹状体。回归分析表明,年龄在调节左NAcc激活中起重要作用,而交易员的专业知识与vlPFC激活负相关。当受试者购买而不是出售时,高价值交易与正确PPC的更强激活相关。基于大量已完成交易的交易活动的成功与vlPFC和dlPFC的更高激活有关。与时间和职业年龄无关,交易商对DAT的态度有所不同,在功能性磁共振成像会议期间可以检测到不同的大脑活动状况。那些自称非常自信的人显示出尾状核和dlPFC的激活水平较低或不存在,而自反性更高的交易商则显示出参与战略决策的区域的激活程度更高。>讨论: DAT中的神经相关与其他决策环境中观察到的相似。交易被专家交易员视为一种自动学习的自动行为;对于那些主要依赖启发式算法的人,认知努力会减少,事务处理速度会提高,但是由于dlPFC的参与度较低,决策效率会降低。

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