加密货币市场会对发行人情绪做出反应吗?来自Twitter的证据

Jiahang Zhang
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引用次数: 9

摘要

研究人员和从业者越来越多地使用Twitter上的帖子作为分析加密货币价格走势的额外信息来源。以往对股票市场的研究已经说明了企业情绪披露对股票收益和交易量的影响。本研究探讨了加密货币市场对发行人Twitter情绪的反应。我发现加密货币价格对Twitter情绪的反应是积极的,而交易量对Twitter情绪的绝对值的反应是及时的(在24小时内)。本研究的进一步分析表明,市场反应主要是由Twitter帖子中包含的增量情绪驱动的。这项研究揭示了投资者在加密货币市场的交易行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Do Cryptocurrency Markets React to Issuer Sentiments? Evidence from Twitter
Researchers and practitioners increasingly use posts on Twitter as an additional source of information to analyze cryptocurrency price movements. Previous studies focusing on the stock markets have illustrated the impact of corporate sentiment disclosure on stock returns and trading volumes. This study explores the cryptocurrency market reaction to issuer Twitter sentiments. I find that cryptocurrency prices react positively to Twitter sentiments, while the trading volumes react positively to the absolute value of Twitter sentiments in a timely manner (within 24 hours). Further analysis in this study reveals that the market reactions are mainly driven by the incremental sentiments contained in Twitter posts. This study sheds light on the trading behavior of investors in the cryptocurrency markets.
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