交易签名:股票市场中的投资者注意力分配

K. Baltakys, J. Kanniainen, J. Saramäki, M. Kivela
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引用次数: 4

摘要

股市投资者将有限的注意力分散在不同的证券上。根据最近关于社会行为的研究结果,我们询问家庭投资者如何分配他们的注意力是否存在持久的特征模式。我们的研究建立在一个大型数据集上,其中包含了20多年来股市中数十万家庭的每笔交易。我们发现,投资者分配注意力的方式不仅是独特的,而且相对于他们的投资组合的变化是不变的。此外,投资者的行为具有惊人的持久性:投资者至少需要7年的时间才能显著改变自己的注意力分布。这些观察结果与最近关于人们如何管理社交网络的发现惊人地相似。然而,与社会关系相比,时间限制似乎并没有限制投资者在市场中的活跃度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Trading Signatures: Investor Attention Allocation in Stock Markets
Investors in stock markets distribute their limited attention across different securities. Drawing on recent findings on social behavior, we ask whether there are persistent, characteristic patterns in how household investors distribute their attention. Our study builds on a large data set that contains every transaction of hundreds of thousands of households in a stock market for over 20 years. We find that the ways how investors distribute their attention are not only distinctive, but invariant with respect to changes in their portfolios. Moreover, investor behavior is surprisingly persistent: it takes at least seven years for an investor to significantly change her attention distribution. These observations are strikingly similar to recent findings on how people manage their social networks. However, in contrast to social relationships, time constraints do not appear to limit investors’ activeness in the markets.
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