Quantifying the asymmetric information flow between Bitcoin prices and electricity consumption

被引:12
|
作者
Maiti, Moinak
Vukovic, Darko B. [1 ,2 ]
Frommel, Michael [3 ]
机构
[1] St Petersburg State Univ, Grad Sch Management, Volkhovskiy Pereulok 3, St Petersburg 199004, Russia
[2] Geog Inst Jovan Cvij SASA, Djure Jaks 9, Belgrade 11000, Serbia
[3] Univ Ghent, Dept Econ, Sint Pietersplein 5, B-9000 Ghent, Belgium
关键词
Bitcoin; Electricity consumption; Shannon; Re & PRIME; nyi; Transfer entropy; Energy mix; TIME-SERIES;
D O I
10.1016/j.frl.2023.104163
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
The present study uses transfer entropy and effective transfer entropy to quantify the asymmetric information flow between monthly Bitcoin prices (Price) and total Bitcoin electricity consumption (Electricity). Both the Shannon and Re & PRIME;nyi estimates confirm a statistically significant information flow from Price to Electricity. However, Shannon and Re & PRIME;nyi methods yield mixed results in quantifying the information flow for Electricity to Price. That indicates a possible non homoge-neous and chaotic impact of total Bitcoin electricity consumption on Bitcoin prices. However, the Re & PRIME;nyi transfer entropy value converges with Shannon's as the value of q approaches to 1. The study findings are highly useful for managing the energy mix and carbon emissions associated with Bitcoin & other cryptocurrency mining.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] Interactions between investors' fear and greed sentiment and Bitcoin prices
    Gaies, Brahim
    Nakhli, Mohamed Sahbi
    Sahut, Jean -Michel
    Schweizer, Denis
    NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2023, 67
  • [22] Uncovering Bitcoin's electricity consumption relationships with volatility and price: Environmental Repercussions
    Sapra, Nishant
    Shaikh, Imlak
    Roubaud, David
    Asadi, Mehrad
    Grebinevych, Oksana
    JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2024, 356
  • [23] BITCOIN TRANSACTION FEES, MINERS' REVENUE, CONCENTRATION AND ELECTRICITY CONSUMPTION: A FAILING ECOSYSTEM
    Rech, Frederik
    Yan, Chen
    Bagonza, Amon
    Pinter, Lubomir
    Musa, Hussam
    PRAGUE ECONOMIC PAPERS, 2022, 31 (05): : 377 - 397
  • [24] House prices, collateral constraint, and the asymmetric effect on consumption
    Chen, Nan-Kuang
    Chen, Shiu-Sheng
    Chou, Yu-Hsi
    JOURNAL OF HOUSING ECONOMICS, 2010, 19 (01) : 26 - 37
  • [25] Controlling Electricity Consumption by Forecasting its Response to Varying Prices
    Corradi, Olivier
    Ochsenfeld, Henning
    Madsen, Henrik
    Pinson, Pierre
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (01) : 421 - 429
  • [26] Residential consumption of gas and electricity in the US: The role of prices and income
    Alberini, Anna
    Gans, Will
    Velez-Lopez, Daniel
    ENERGY ECONOMICS, 2011, 33 (05) : 870 - 881
  • [27] Asymmetric information and daily stock prices in Brazil
    Ichimura, Denis
    Videira, Raphael
    Ripamonti, Alexandre
    ESTUDIOS GERENCIALES, 2020, 36 (157) : 465 - 472
  • [28] The asymmetric mispricing information in analysts’ target prices
    Jeremiah Green
    John R. M. Hand
    Anywhere Sikochi
    Review of Accounting Studies, 2024, 29 : 889 - 915
  • [29] Asymmetric information, firm investment and stock prices
    Kong, Dongmin
    Xiao, Tusheng
    Liu, Shasha
    CHINA FINANCE REVIEW INTERNATIONAL, 2010, 1 (01) : 6 - +
  • [30] The asymmetric mispricing information in analysts' target prices
    Green, Jeremiah
    Hand, John R. M.
    Sikochi, Anywhere
    REVIEW OF ACCOUNTING STUDIES, 2024, 29 (01) : 889 - 915