The Relationship Between The Energy Mix Used in Bitcoin Mining and The Market Performance of Bitcoin as a Financial Asset: Market Return, Price Volatility, and GHG Emissions

Authors

  • Herti Kirana School of Business and Management, MBA, Institut Teknologi Bandung, Jakarta 12950, Indonesia

DOI:

https://doi.org/10.38035/dijemss.v7i5.7118

Keywords:

Bitcoin, Energy Consumption, Market, Indonesia

Abstract

Bitcoin’s Proof-of-Work mechanism is energy intensive, exceeding the electricity consumption of a medium-sized country. As the adoption accelerates, it become a concern. Most studies analyzed its energy consumption, emissions, and price in isolation. This study examines the relationship between the energy consumption and energy mix of Bitcoin and its market performance, moderated by quality of regulation, using a time-series of secondary data from reputable resources e.g. Cambridge Bitcoin Electricity Consumption Index,, the Worldwide Governance Indicators, etc. Regression analyses are employed to test the hypotheses. Eight  of nine null hypotheses failed to reject. However, energy consumption was found to have a significant positive relationship with market return. It is, however, likely that this finding captures shared underlying drivers of Bitcoin’s price and its energy consumption, as well as possible reverse causality. Energy mix was found to have no significant effect on the three alternative outcomes, aligned with the fungibility of Bitcoin. Furthermore, regulatory was found not to significantly moderate also likely due to the narrow variation in the Indonesia’s scores during the study period. The study identified that markets do not reward sustainable mining with a market premium, implying that the transition towards renewable-powered mining in Indonesia requires more policy intervention.

References

Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Sage.

Auer, R., & Tercero-Lucas, D. (2022). Distributed ledger technologies and climate policy (BIS Working Papers No. 996). Bank for International Settlements. https://www.bis.org/publ/work996.htm

Bastian-Pinto, C. L., Araujo, F. V. de S., Brandão, L. E., & Gomes, L. L. (2021). Hedging renewable energy investments with Bitcoin mining. Renewable and Sustainable Energy Reviews, 138, 110520. https://doi.org/10.1016/j.rser.2020.110520

Baur, D. G., Hong, K., & Lee, A. D. (2018). Bitcoin: Medium of exchange or speculative asset? Journal of International Financial Markets, Institutions and Money, 54, 177–189. https://doi.org/10.1016/j.intfin.2017.12.004

Bendiksen, C., & Gibbons, S. (2019). The Bitcoin mining network: Trends in energy efficiency and hash rate. CoinShares Research.

Biais, B., Bisière, C., Bouvard, M., & Casamatta, C. (2019). The blockchain folk theorem. The Review of Financial Studies, 32(5), 1662–1715. https://doi.org/10.1093/rfs/hhz017

Blau, B. M. (2017). Price dynamics and speculation in Bitcoin. Research in International Business and Finance, 41, 493–499. https://doi.org/10.1016/j.ribaf.2017.05.010

Bruna, A. (2023). Distribution of Bitcoin mining's carbon footprint worldwide by region. Statista. https://www.statista.com/statistics/1087192/

Cambridge Centre for Alternative Finance. (2023). Bitcoin electricity consumption index (CBECI). https://cbeci.org

Cambridge Centre for Alternative Finance. (2025). Sustainable energy use rising in Bitcoin mining to 52.4%. Cambridge Judge Business School News. https://www.jbs.cam.ac.uk

Corbet, S., Meegan, A., Larkin, C., Lucey, B., & Yarovaya, L. (2021). Cryptocurrency energy consumption: Asset or liability for climate policy? Energy Economics, 104, 105627. https://doi.org/10.1016/j.eneco.2021.105627

Cornell University. (2023). Bitcoin could support renewable energy development. Cornell Chronicle. https://news.cornell.edu

De Vries, A. (2018). Bitcoin's growing energy problem. Joule, 2(5), 801–805. https://doi.org/10.1016/j.joule.2018.04.016

Dyhrberg, A. H. (2016). Bitcoin, gold and the dollar – A GARCH volatility analysis. Finance Research Letters, 16, 85–92. https://doi.org/10.1016/j.frl.2015.10.008

Elkington, J. (1997). Cannibals with forks: The triple bottom line of 21st century business. Capstone. [+]

Gallersdörfer, U., Klaaßen, L., & Stoll, C. (2020). Energy consumption of cryptocurrencies beyond Bitcoin. Joule, 4(9), 1843–1846. https://doi.org/10.1016/j.joule.2020.07.013

Gandal, N., Hamrick, J. T., Moore, T., & Oberman, T. (2018). Price manipulation in the Bitcoin ecosystem. Journal of Monetary Economics, 95, 86–96. https://doi.org/10.1016/j.jmoneco.2017.12.004

Gans, J. (2023). The case for carbon pricing in digital currencies. Journal of Economic Perspectives. https://www.aeaweb.org/journals/jep

Geels, F. W. (2010). Ontologies, socio-technical transitions (to sustainability), and the multi-level perspective. Research Policy, 39(4), 495–510. https://doi.org/10.1016/j.respol.2010.01.022

Gkillas, K., Katsiampa, P., Konstantatos, C., & Tsagkanos, A. (2022). Discontinuous movements and asymmetries in cryptocurrency markets. The European Journal of Finance, 30(16), 1907–1931.

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate data analysis (8th ed.). Cengage Learning.

Hileman, G., & Rauchs, M. (2017). Global cryptocurrency benchmarking study. Cambridge Centre for Alternative Finance. https://papers.ssrn.com/abstract=2965436

Hossain, M. I., & Steigner, T. (2024). Balancing innovation and sustainability: Environmental impact of Bitcoin mining [SSRN working paper].

Ibáñez, J. I., & Freier, A. (2023). Bitcoin's carbon footprint revisited: Proof-of-work mining for renewable energy expansion. arXiv. https://doi.org/10.48550/arXiv.2304.04578

Jones, B. A., Goodkind, A. L., & Berrens, R. P. (2022). Economic estimation of Bitcoin mining's climate damages. Scientific Reports, 12, 14512. https://doi.org/10.1038/s41598-022-18686-8

Kabaklarlı, E. (2022). Green FinTech: Sustainability of Bitcoin. Digital Finance, 4(1), 265–273. https://doi.org/10.1007/s42521-022-00053-x

Kohli, V., Chakravarty, S., Chamola, V., Sangwan, K. S., & Zeadally, S. (2022). Energy consumption and carbon footprint of cryptocurrencies. arXiv. https://doi.org/10.48550/arXiv.2203.03717

Kölbel, J. F., & Heeb, F. (2023). Environmental and social risks from digital assets. Journal of Sustainable Finance & Investment, 13(2), 455–472. https://doi.org/10.1080/20430795.2022.2072031

Koutmos, D. (2018). Bitcoin returns and transaction activity. Economics Letters, 167, 81–85. https://doi.org/10.1016/j.econlet.2018.03.021

Krause, M. J., & Tolaymat, T. (2018). Quantification of energy and carbon costs for mining cryptocurrencies. Nature Sustainability, 1(11), 711–718. https://doi.org/10.1038/s41893-018-0152-7

Lahmiri, S., & Bekiros, S. (2021). Chaos and predictability of Bitcoin. Chaos, Solitons & Fractals, 151, 111247. https://doi.org/10.1016/j.chaos.2021.111247

Lemmke, A. (2022). Bitcoin environmental impacts: Narrative literature review [Bachelor's thesis, Tampere University of Applied Sciences].

Nakamoto, S. (2008). Bitcoin: A peer-to-peer electronic cash system. https://bitcoin.org/bitcoin.pdf

Porter, M. E. (1985). Competitive advantage: Creating and sustaining superior performance. Free Press.

Radulescu, M., et al. (2025). Environmental effects of Bitcoin mining on energy and water use. Scientific Reports, 15, 8230.

Sapra, N., Shaikh, I., Roubaud, D., Asadi, M., & Grebinevych, O. (2024). Uncovering Bitcoin's electricity consumption relationships with volatility and price: Environmental repercussions. Journal of Environmental Management. https://doi.org/10.1016/j.jenvman.2024.120528

Schinckus, C. (2021). Proof-of-work based blockchain technology and Anthropocene: An undermined situation? Technological Forecasting and Social Change, 173, 121189. https://doi.org/10.1016/j.techfore.2021.121189

Sedlmeir, J., Buhl, H. U., Fridgen, G., & Keller, R. (2020). The energy consumption of blockchain technology: Beyond myth. Energy Research & Social Science, 69, 101614. https://doi.org/10.1016/j.erss.2020.101614

Sial, N. R. (2025). Assessing the environmental footprint of Bitcoin. ACS Sustainable Chemistry & Engineering. https://doi.org/10.1021/acssuschemeng.5c00225

Stoll, C., Klaaßen, L., & Gallersdörfer, U. (2019). The carbon footprint of Bitcoin. Joule, 3(7), 1647–1661. https://doi.org/10.1016/j.joule.2019.05.012

Tietenberg, T. H., & Lewis, L. (2018). Environmental & natural resource economics (11th ed.). Routledge.

Truby, J. (2021). Regulating Bitcoin for sustainable development [confirm exact title]. Energy Policy, 156, 112117. https://doi.org/10.1016/j.enpol.2021.112117

Truby, J., Brown, D. R., Dahdal, A., & Ibrahim, I. (2022). Blockchain, climate damage, and death. Energy Research & Social Science, 88, 102499. https://doi.org/10.1016/j.erss.2022.102499

United Nations University. (2023). Hidden environmental impacts of Bitcoin. https://unu.edu/stories/bitcoin-environmental-impacts.html

Wang, Y., Lucey, B., Vigne, S. A., & Yarovaya, L. (2022). The Index of Cryptocurrency Environmental Attention (ICEA). China Finance Review International, 12(3), 378–414. https://doi.org/10.1108/CFRI-09-2021-0191

Yarovaya, L., et al. (2021). Cryptocurrencies as a hedge or safe haven [confirm title]. Journal of Behavioral and Experimental Finance, 30, 100497. https://doi.org/10.1016/j.jbef.2021.100497

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Published

2026-07-21

How to Cite

Kirana, H. (2026). The Relationship Between The Energy Mix Used in Bitcoin Mining and The Market Performance of Bitcoin as a Financial Asset: Market Return, Price Volatility, and GHG Emissions . Dinasti International Journal of Education Management and Social Science, 7(5), 4835–4845. https://doi.org/10.38035/dijemss.v7i5.7118