Evidence on Behavioral Biases in Trading Activity

Laura Frieder
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引用次数: 27

Abstract

This paper is concerned with how the psychological biases of investors are reflected in trading around earnings announcements. We analyze order imbalances (buy orders less sell orders) following earnings surprises to determine whether traders invest in a manner that is consistent with the representativeness and availability heuristics (manifested respectively by undue extrapolation of perceived patterns in random sequences and overreaction to dramatic or vivid events). We then test whether such trading patterns affect returns. Our stimulus for the representativeness heuristic is a string of same-sign earnings surprises, and that for the availability heuristic is an extreme earnings surprise. Though not justified by subsequent price performance, we uncover evidence that investors extrapolate past trends in earning performance. Specifically, following strings of consecutive positive earnings surprises, the amount of net buying after controlling for other regularities in trading activity is significantly greater than it is after an isolated positive surprise. This difference is increasing in the number of consecutive positive surprises in the string. Furthermore, subsequent to strings, purchasing activity is negatively correlated with returns throughout the remainder of the year. Despite the strong manifestation of representativeness, investors who trade according to an availability heuristic are less conspicuous.
交易活动中的行为偏差证据
本文关注的是投资者的心理偏见如何反映在收益公告交易中。我们分析收益意外后的订单失衡(买入订单减少卖出订单),以确定交易员的投资方式是否与代表性和可用性启发一致(分别表现为对随机序列的感知模式的过度推断和对戏剧性或生动事件的过度反应)。然后我们测试这种交易模式是否会影响收益。代表性启发式的刺激点是一串同号盈余惊喜,而可用性启发式的刺激点是一个极端盈余惊喜。虽然没有被随后的价格表现证明是合理的,但我们发现了投资者推断过去盈利表现趋势的证据。具体来说,在一连串连续的正收益惊喜之后,在控制了交易活动的其他规律之后,净买入量明显大于孤立的正收益惊喜之后。这种差异是字符串中连续的正意外数的增加。此外,在串之后,购买活动与全年剩余时间的回报呈负相关。尽管具有很强的代表性,但根据可用性启发式进行交易的投资者并不那么引人注目。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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