Does investor attention drive cryptocurrency markets? Insights from network connectedness and portfolio applications

IF 3.3 2区 经济学 Q2 BUSINESS, FINANCE
Feng-Lin Wu , Yu-Shi Wang , Yu-Fan Wan , Ming-Hui Wang
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Abstract

This paper explores the role of investor attention in the cryptocurrency market and introduces an attention-enhanced investing strategy within the minimum connectedness portfolio framework. We first examine the spillover effects of investor attention across various cryptocurrency features and investigate how these effects evolve under extreme market conditions. We find that investor attention to leading cryptocurrencies significantly influences attention toward others, highlighting a clear “representative bias" in market attention dynamics. Such investor attention is not driven by rational, value-based judgments; rather, it reflects trends of centralization and extremism in the cryptocurrency market. In addition, we observe a “fair-weather friend" phenomenon, where investors are more interconnected during profitable periods, with a shift toward diversification under heightened market volatility. Furthermore, incorporating extra informational advantage of investor attention has the potential to enhance diversification performance. However, this attention-based strategy proves to be a “double-edged sword"—more effective in stable market conditions with lower systemic connectedness but less so during turbulent periods of rising systemic risk. Finally, we propose relevant protective procedures to mitigate risks during phases when the strategy underperforms.
投资者的关注推动了加密货币市场吗?来自网络连接性和投资组合应用程序的见解
本文探讨了投资者注意力在加密货币市场中的作用,并在最小连通性投资组合框架内引入了一种注意力增强投资策略。我们首先研究了投资者对各种加密货币特征的关注的溢出效应,并研究了这些效应在极端市场条件下的演变。我们发现投资者对主要加密货币的关注显著影响对其他加密货币的关注,突出了市场注意力动态中明显的“代表性偏差”。投资者的这种关注不是由理性的、基于价值的判断驱动的;相反,它反映了加密货币市场的中心化和极端主义趋势。此外,我们观察到一种“酒肉朋友”现象,即投资者在盈利期间更加相互联系,在市场波动加剧的情况下转向多元化。此外,纳入投资者注意的额外信息优势有可能提高多元化绩效。然而,这种基于注意力的策略被证明是一把“双刃剑”——在系统连通性较低的稳定市场条件下更有效,但在系统风险上升的动荡时期就不那么有效了。最后,我们提出了相关的保护程序,以减轻战略表现不佳阶段的风险。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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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