Factors of Ethereum Profitability as a Platform for Creating Decentrilized Applications

IF 3.4 3区 经济学 Q1 BUSINESS, FINANCE Financial Analysts Journal Pub Date : 2023-02-01 DOI:10.31107/2075-1990-2023-1-95-115
K. Shilov, A. Zubarev
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Abstract

By now, cryptocurrencies have almost become a part of the modern financial asset space, but the cryptocurrency market itself is not homogeneous, and individual cryptocurrencies can differ significantly in their properties and functions. For example, the cryptocurrency Ether is second in capitalization after Bitcoin, but the Ethereum and Bitcoin blockchains differ significantly in their properties and functions. In particular, Ethereum is the most popular digital platform for creating decentralized applications (dApps). The purpose of this work is to try to answer the question "Does the market take into account the features of the Ethereum blockchain in the price dynamics of the Ether cryptocurrency?" This question is also directly related to the search for potential fundamental factors that can explain the price dynamics of Ether. The main econometric method used in the study is generalized autoregressive conditional heteroskedasticity (GARCH) models. Having evaluated about 15 thousand different specifications of GARCH models, where various Ethereum blockchain usage metrics were used as explanatory variables, we obtained the results that Ethereum network usage metrics do not significantly correlate with Ether cryptocurrency returns. Moreover, these metrics are also unable to explain the relative strengthening/weakening of Ether relative to Bitcoin. Thus, we conclude that despite the presence of a number of special functional properties of the Ethereum blockchain, the price dynamics of the Ether cryptocurrency does not reflect them.
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以太坊作为创建去中心化应用程序平台的盈利因素
到目前为止,加密货币几乎已经成为现代金融资产空间的一部分,但加密货币市场本身并不同质,单个加密货币的属性和功能可能存在很大差异。例如,加密货币以太币的市值仅次于比特币,但以太坊和比特币区块链在属性和功能上有很大不同。特别是,以太坊是创建分散应用程序(dApps)的最受欢迎的数字平台。这项工作的目的是试图回答这样一个问题:“市场是否在以太币的价格动态中考虑了以太坊区块链的特征?”这个问题也与寻找可以解释以太币价格动态的潜在基本因素直接相关。研究中使用的主要计量方法是广义自回归条件异方差(GARCH)模型。我们评估了大约1.5万种不同规格的GARCH模型,其中各种以太坊区块链使用指标被用作解释变量,我们获得了以太坊网络使用指标与以太币加密货币回报不显着相关的结果。此外,这些指标也无法解释以太币相对于比特币的相对强弱。因此,我们得出结论,尽管以太坊区块链存在许多特殊的功能属性,但以太币的价格动态并没有反映它们。
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来源期刊
Financial Analysts Journal
Financial Analysts Journal BUSINESS, FINANCE-
CiteScore
5.40
自引率
7.10%
发文量
31
期刊介绍: The Financial Analysts Journal aims to be the leading practitioner journal in the investment management community by advancing the knowledge and understanding of the practice of investment management through the publication of rigorous, peer-reviewed, practitioner-relevant research from leading academics and practitioners.
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