The impact of fundamental factors and sentiments on the valuation of cryptocurrencies

IF 6.9 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Blockchain-Research and Applications Pub Date : 2023-12-01 DOI:10.1016/j.bcra.2023.100154
Tiam Bakhtiar, Xiaojun Luo, Ismail Adelopo
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引用次数: 0

Abstract

The valuation of cryptocurrencies is important given the increasing significance of this potential asset class. However, most state-of-the-art cryptocurrency valuation methods only focus on one of the fundamental factors or sentiments and use out-of-date data sources. In this study, a robust cryptocurrency valuation method is developed using up-to-date datasets. Using various panel regression models and moving-window regression tests, the impacts of fundamental factors and sentiments in the valuation of cryptocurrencies are explored with data covering from January 1, 2009 to April 30, 2023. The research shows the importance of sentiments and suggests that the fear and greed index can indicate when to make a cryptocurrency investment, while Google search interest in cryptocurrency is crucial when choosing the appropriate type of cryptocurrency. Moreover, consensus mechanism and initial coin offering have significant effects on cryptocurrencies without stablecoins, while their impacts on cryptocurrencies with stablecoins are insignificant. Other fundamental factors, such as the type of supply and the presence of smart contracts, do not have a significant influence on cryptocurrency. Findings from this study can enhance cryptocurrency marketisation and provide insightful guidance for investors, portfolio managers, and policymakers in assessing the utility level of each cryptocurrency.

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基本面因素和市场情绪对加密货币估值的影响
鉴于这一潜在资产类别的重要性日益增加,加密货币的估值非常重要。然而,大多数最先进的加密货币估值方法只关注一个基本因素或情绪,并使用过时的数据源。在本研究中,使用最新数据集开发了一种强大的加密货币估值方法。利用各种面板回归模型和移动窗口回归测试,研究了2009年1月1日至2023年4月30日的数据,探讨了基本面因素和情绪对加密货币估值的影响。该研究显示了情绪的重要性,并表明恐惧和贪婪指数可以指示何时进行加密货币投资,而在选择适当类型的加密货币时,谷歌搜索对加密货币的兴趣至关重要。此外,共识机制和首次代币发行对没有稳定币的加密货币有显著影响,而对有稳定币的加密货币影响不显著。其他基本因素,如供应类型和智能合约的存在,对加密货币没有重大影响。本研究的结果可以促进加密货币的市场化,并为投资者、投资组合经理和政策制定者评估每种加密货币的效用水平提供有见地的指导。
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来源期刊
CiteScore
11.30
自引率
3.60%
发文量
0
期刊介绍: Blockchain: Research and Applications is an international, peer reviewed journal for researchers, engineers, and practitioners to present the latest advances and innovations in blockchain research. The journal publishes theoretical and applied papers in established and emerging areas of blockchain research to shape the future of blockchain technology.
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