How does investor sentiment affect the Korean premium in the Bitcoin market?

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초록

We examine how investor emotions and Bitcoin price influence each other using intraday data and textual analysis. We extract emotions from a popular online chatting window at one of the largest cryptocurrency exchanges in Korea. To control for global factors, we analyse relative Bitcoin prices and the differences between the Korean exchange and other global prices. The identified emotions predict the return and volatility of Bitcoin price one hour ahead. The results are economically significant: simple arbitrage trading strategies using the relationship between emotions and Bitcoin prices generate profits. Consequently, investor emotions drive Bitcoin prices, suggesting irrational crypto-markets that rational speculators may exploit.

키워드

Bitcoin; Investor Sentiment; Multi-Class Emotions; Online Chatting; Textual Analysis; SOCIAL MEDIA; RETURNS; PREDICT; IMPACT
제목
How does investor sentiment affect the Korean premium in the Bitcoin market?
저자
Chae, Joon; Bae, Kyounghun; Kang, Hyoung-Goo; Koo, Bonha
DOI
10.1080/10293523.2024.2417331
발행일
2025-07
유형
Article in press
저널명
Investment Analysts Journal
권
54
호
3
페이지
456 ~ 487