大数据对资本市场的影响:来自外太空的证据

On the Capital Market Consequences of Big Data: Evidence from Outer Space

Journal of Financial and Quantitative Analysis · 2024
被引 34 · 同刊同年前 4%
人大 AFT50ABS 4

中文导读

研究发现,卫星数据让部分投资者提前获知零售商季度业绩,从而制定盈利策略,导致信息不对称加剧、股票流动性下降。

Abstract

Abstract We use the introduction of satellite coverage of major retailers to study the capital market implications of unequal access to big data. Satellite data enabled sophisticated investors with access to such data to formulate profitable trading strategies, especially by targeting the upcoming reports of retailers with bad news for the quarter. The introduction of satellite data led to more informed short-selling activity, less informed individual buying activity, and lower stock liquidity around the reports of retailers with satellite coverage. We conclude that unequal access to big data can increase information asymmetry among market participants without immediately enhancing price discovery.

大数据信息不对称卫星数据资本市场