聆听市场:音乐情绪和加密货币回报

IF 2.8 2区 经济学 Q2 BUSINESS, FINANCE
Sinda Hadhri , Mehak Younus , Muhammad Abubakr Naeem , Larisa Yarovaya
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引用次数: 0

摘要

本文研究了通过一种基于spotify的新型情绪指标捕捉到的投资者情绪如何影响加密货币的横截面定价。根据行为金融学和心理学理论,我们假设音乐选择中反映的情绪状态会影响加密货币的回报。利用五年内2551种加密货币的每周数据,我们发现对音乐情绪的敏感性可以显著预测未来的回报。我们的研究结果揭示了音乐情绪beta与近期回报之间的负相关关系,多变量回归证实了其超越传统风险因素的解释力。我们还发现了非线性和时变效应,与情绪驱动的错误定价和投资者关注周期一致。本研究提供了一种全球情绪测量,有助于理解投机市场中情绪驱动的动态,并为交易策略、政策和研究提供信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Listening to the Market: Music sentiment and cryptocurrency returns
This paper investigates how investor sentiment, captured through a novel Spotify-based mood metric, influences the cross-sectional pricing of cryptocurrencies. Drawing on behavioral finance and psychological theories, we hypothesize that emotional states reflected in musical choices influence cryptocurrency returns. Using weekly data from 2,551 cryptocurrencies over five years, we find that sensitivity to music sentiment significantly predicts future returns. Our results reveal a negative relationship between music sentiment beta and near-term returns, with multivariate regressions confirming its explanatory power beyond traditional risk factors. We also uncover nonlinear and time-varying effects, consistent with sentiment-driven mispricing and investor attention cycles. This study offers a global sentiment measure, contributing to the understanding of mood-driven dynamics in speculative markets and informing trading strategies, policy, and research.
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来源期刊
CiteScore
4.20
自引率
4.00%
发文量
141
期刊介绍: Since its launch in 1982, Journal of International Money and Finance has built up a solid reputation as a high quality scholarly journal devoted to theoretical and empirical research in the fields of international monetary economics, international finance, and the rapidly developing overlap area between the two. Researchers in these areas, and financial market professionals too, pay attention to the articles that the journal publishes. Authors published in the journal are in the forefront of scholarly research on exchange rate behaviour, foreign exchange options, international capital markets, international monetary and fiscal policy, international transmission and related questions.
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