First to 'Read' the News: News Analytics and High Frequency Trading

Bastian von Beschwitz, Donald B. Keim, M. Massa
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引用次数: 16

Abstract

We investigate whether providers of news analytics affect the stock market. We exploit a unique identification strategy based on revisions between different product releases of a major provider of news analytics. We document a causal effect of news analytics on the market, irrespective of the informational content of the news. Coverage in news analytics speeds up the market reaction in terms of stock price response and trading volume, but temporarily increases illiquidity and can result in temporary price distortions that might increase volatility and reduce market stability. Furthermore, we document that traders learn dynamically about the precision of news analytics.
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首先“阅读”新闻:新闻分析和高频交易
我们调查新闻分析的提供者是否影响股票市场。我们利用了一种独特的识别策略,该策略基于主要新闻分析提供商的不同产品版本之间的修订。我们记录了新闻分析对市场的因果效应,而不考虑新闻的信息内容。新闻分析中的报道在股票价格反应和交易量方面加快了市场反应,但暂时增加了非流动性,并可能导致暂时的价格扭曲,从而可能增加波动性和降低市场稳定性。此外,我们记录了交易者动态学习新闻分析的准确性。
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