Submitted:
18 April 2024
Posted:
19 April 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Methodology
- Research question 1: Bitcoin, as a deflationary currency, has a fixed supply of 21 million BTC. Demand changes over time and depends on various factors. Bitcoin halving occurs every 4 years, when miners' block rewards will be slashed by half, thus decreasing the amount of BTC produced daily. The Bitcoin price is determined through supply and demand. A finite supply of Bitcoin mitigates inflation and deflation risks. Can we assume that when the supply decreases, the price increases?
- Research question 2: What is the relationship between Bitcoin halving events and the timing of price peaks and troughs in the cryptocurrency market?
- -
- We obtained historical data of Bitcoin daily price from 18 of July 2010 to 19 of March 2024, in csv format from a publicly available dataset (kaggle.com 2024)
- -
- We used the mathematical and statistical analysis to describe the Bitcoin price development in time periods: 1st period is after 1st Bitcoin halving 28.11.2012 – 8.7.2016; 2nd period is after 2nd Bitcoin halving 9.7.2016 – 10.5.2020, and the 3rd period is after 3rd Bitcoin halving 11.5.2020 – 19.3.2024. We used also regression analysis, graphical display of data, and the rainbow chart.
- -
- We used also regression analysis to evaluate hypotheses. The main purpose of regression analysis is to examine and characterize the interrelationships between variables. Its task is to find a mathematical function, also called a regression function, or regression model that will best describe the course of dependence between variables, in our case it is a simple analysis where we deal with one independent variable, the dependent variable Y will depend on the independent variable X. For the purposes of the regression analysis, we set the independent variable as the number of days after the halving event. This variable represents the time elapsed since the Bitcoin halving event occurred. We set also the dependent variable as the Bitcoin price, with the special attention at the peak or trough. This variable reflects the value of Bitcoin at the highest price peak or lowest price trough following each halving event.
3. Results
3.1. First Bitcoin halving
3.2. The period between the first and second halving
3.3. The second Bitcoin halving
3.4. The period between the second and third Bitcoin halving
3.5. The third Bitcoin halving
3.6. The period after the third Bitcoin halving
3.7. Hypothesis evaluation
- 6 months < x1 and 18 months < z1
- 6 months < x2 and 18 months < z2
- 6 months < x3 and 18 months < z3
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
- (Agosto and Cafferata. 2020) Agosto, A., and Cafferata, A. (2020). Financial bubbles: A study of co-explosivity in the cryptocurrency market. Risks, 8(2). [CrossRef]
- (Albrecher et al. 2022) Albrecher, H., Finger, D., and Goffard, P. O. (2022). Blockchain mining in pools: Analyzing the trade-off between profitability and ruin. Insurance: Mathematics and Economics, 105, 313–335. [CrossRef]
- (Azamjon et al. 2016) Azamjon, M., Sattarov, O., and Daeyoung, N. A. (2016). Enhanced Bitcoin Price Direction Forecasting with DQN. [CrossRef]
- ( Bakhtiar et al. 2023) Bakhtiar, T., Luo, X., and Adelopo, I. (2023). The impact of fundamental factors and sentiments on the valuation of cryptocurrencies. Blockchain: Research and Applications, 4(4). [CrossRef]
- (Bâra and Oprea 2024) Bâra, A., and Oprea, S.-V. (2024). The Impact of Academic Publications over the Last Decade on Historical Bitcoin Prices Using Generative Models. Journal of Theoretical and Applied Electronic Commerce Research, 19(1), 538–560. [CrossRef]
- (Baur and Mcdermott 2009) Baur, D. G., and Mcdermott, T. K. (2009). Is Gold a Safe Haven? International Evidence. http://ssrn.com/abstract=1516838Electroniccopyavailableat:https://ssrn.com/abstract=1516838Electroniccopyavailableat:https://ssrn.com/abstract=1516838Electroniccopyavailableat:http://ssrn.com/abstract=1516838.
- (Bendiksen and Gibbons 2018) Bendiksen, C., and Gibbons, S. (2018). THE BITCOIN MINING NETWORK The Bitcoin Mining Network-Trends, Marginal Creation Cost, Electricity Consumption and Sources. In CoinShares Research.
- (Bendiksen and Gibbons 2019a) Bendiksen, C., and Gibbons, S. (2019a). Bitcoin Mining Network Report December 2019 Research CoinShares. Coin Shares Research.
- (Bendiksen and Gibbons 2019b) Bendiksen, C., and Gibbons, S. (2019b). THE BITCOIN MINING NETWORK Trends, Average Creation Costs, Electricity Consumption and Sources. https://www.academia.edu/85064964/The_Bitcoin_Mining_Network_Trends_Average_Creation_Costs_Electricity_Consumption_and_Sources_June_2019_.
- binance.com 2024) www.binance.com. (2024, March 25). When Is the Next Bitcoin Halving in 2024? Https://Www.Binance.Com/En/Events/Bitcoin-Halving. https://www.binance.com/en/events/bitcoin-halving.
- (bitpanda.com 2024) www.bitpanda.com. (2024, March 25). Bitcoin Halving Countdown 2024. Https://Www.Bitpanda.Com/En/Bitcoin-Halving-Countdown. https://www.bitpanda.com/en/bitcoin-halving-countdown.
- (Butek 2016) Butek, M. (2016). Limits of Use of Bitcoin As a Global Means of Exchange. Globalization and Its Socio-Economic Consequences, 16Th International Scientific Conference Proceedings, Pts I-V.
- (Cengiz 2021) Cengiz, F. (2021). What the EU’s new MiCA regulation could mean for cryptocurrencies. Lse - Europp, May 2020.
- (Chan et al. 2023) Chan, J. Y. Le, Phoong, S. W., Phoong, S. Y., Cheng, W. K., and Chen, Y. L. (2023). The Bitcoin Halving Cycle Volatility Dynamics and Safe Haven-Hedge Properties: A MSGARCH Approach. Mathematics, 11(3). [CrossRef]
- (Chaturved 2024) Chaturved, P. (2024, March 1). Most anticipated crypto event in 2024: The Bitcoin halving Read more at: https://economictimes.indiatimes.com/markets/cryptocurrency/most-anticipated-crypto-event-in-2024-the-bitcoin-halving/articleshow/108131126.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst. Https://Economictimes.Indiatimes.Com/Markets/Cryptocurrency/Most-Anticipated-Crypto-Event-in-2024-the-Bitcoin-Halving/Articleshow/108131126.Cms?From=mdr.
- (Chohan 2019) Chohan, U. W. (2019). The Next Bitcoin Halving. SSRN Electronic Journal. [CrossRef]
- (Ciaian et al. 2015) Ciaian, P., Rajcaniova, M., and Kancs, A. (2015). The economics of BitCoin price formation. Applied Economics, 48(19), 1799–1815.
- (Coinbase 2024) www.coinbase.com (2024, March 20). The Bitcoin Halving: Everything you need to know. https://www.coinbase.com/bitcoin-halving.
- (CoinDCX.com 2024) CoinDCX.com (2024, March 20). Bitcoin Halving 2024 Explained: Why It Matters? Next Halving Date and Countdown. https://coindcx.com/blog/bitcoin-halving-2024/.
- (Coingecko.com 2024) www.coingecko.com. (2024, March 3). What is Bitcoin Halving? https://www.coingecko.com/.
- (coinmarketcap.com 2024) https://coinmarketcap.com/. (2024, March 20). Https://Coinmarketcap.Com/.
- (Conway 2024) Conway, L. (2024, March 6). What Is Bitcoin Halving? Definition, How It Works, Why It Matters. Https://Www.Investopedia.Com/Bitcoin-Halving-4843769. https://www.investopedia.com/bitcoin-halving-4843769.
- (Courtois et al. 2013) Courtois, N. T., Grajek, M., and Naik, R. (2013). The Unreasonable Fundamental Incertitudes Behind Bitcoin Mining. https://arxiv.org/abs/1310.7935.
- (Crawley 2020) Crawley, J. (2020). Bitcoin halving: What does this mean and what will its effect be? Finextra. https://www.finextra.com/the-long-read/40/bitcoin-halving-what-does-this-mean-and-what-will-its-effect-be.
- (Cuthbertson 2024) Cuthbertson, A. (2024, February 29). Bitcoin halving explained: What is ‘historic’ crypto event and will price hit new record? Https://Www.Independent.Co.Uk/Tech/Bitcoin-Halving-2024-Explained-Price-Prediction-B2504532.Html.
- (de la Horra et al. 2019) de la Horra, L., de la Fuente, G., and Perote, J. (2019). The drivers of Bitcoin demand: A short and long-run analysis. International Review of Financial Analysis, 62, 21–34.
- (Deutsch 2018) Deutsch, H.-P. (2018). Bitcoin Mining Profitability The Good, the Bad and the Ugly. SSRN Electronic Journal. [CrossRef]
- (Dierks 2024) Dierks, D. (2024, January 19). When is the next Bitcoin halving? Everything you need to know. Https://Www.Finextra.Com/the-Long-Read/920/When-Is-the-next-Bitcoin-Halving-Everything-You-Need-to-Know.
- (Dyhrberg 2016) Dyhrberg, A. H. (2016). Bitcoin, gold and the dollar – A GARCH volatility analysis. Finance Research Letters, 16, 85–92.
- (Eksi and Schreitl 2022) Eksi, Z., and Schreitl, D. (2022). Closing a Bitcoin Trade Optimally under Partial Information: Performance Assessment of a Stochastic Disorder Model. Mathematics, 10(1). [CrossRef]
- (El Mahdy 2021) El Mahdy, D. (2021). The Economic Effect of Bitcoin Halving Events on the U.S. Capital Market. In Accounting and Finance Innovations. IntechOpen. [CrossRef]
- (ET Spotlight team 2024) ET Spotlight team (2024, March 15). Bitcoin Halving 2024 Explained: How it works and Why does it Matter. Https://Economictimes.Indiatimes.Com/Markets/Cryptocurrency/Bitcoin-Halving-2024-Explained-How-It-Works-Why-Does-It-Matter/Articleshow/108519138.Cms. https://economictimes.indiatimes.com//markets/cryptocurrency/bitcoin-halving-2024-explained-how-it-works-why-does-it-matter/articleshow/108519138.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst.
- (Fantazzini and Kolodin 2020) Fantazzini, D., and Kolodin, N. (2020). Does the Hashrate Affect the Bitcoin Price? Journal of Risk and Financial Management, 13(11). [CrossRef]
- (Gkillas and Longin 2019) Gkillas, K., and Longin, F. (2019). Is bitcoin the new digital gold? Evidence from extreme price movements in financial markets*. https://www.longin.fr/Recherche_Publications/Articles_pdf/Gkillas_Longin_Is_Bitcoin_new_digital_Gold.pdf.
- (Hayes 2015) Hayes, A. (2015). A Cost of Production Model for Bitcoin. SSRN Electronic Journal. [CrossRef]
- (Hertig 2024) Hertig, A. (2024, March 8). Bitcoin Halving, Explained. Https://Www.Coindesk.Com/Learn/Bitcoin-Halving-Explained/.
- (Howcroft and Reggiori 2024) Howcroft, E., and Reggiori Wilkes, T. (2024, March 14). Bitcoin halving: When will it happen and what does it mean for the price? Https://Www.Reuters.Com/Technology/What-Is-Bitcoins-Halving-Does-It-Matter-2024-03-13/.
- (Jahanshahloo et al. 2023) Jahanshahloo, H., Irresberger, F., and Urquhart, A. (2023). Bitcoin under the microscope. British Accounting Review. [CrossRef]
- (Jiménez et al. 2024) Jiménez, I., Mora-Valencia, A., and Perote, J. (2024). Bitcoin halving and the integration of cryptocurrency and forex markets: An analysis of the higher-order moment spillovers. International Review of Economics and Finance, 92, 302–315. [CrossRef]
- (John et al. 2022) John, K., O’hara, M., and Saleh, F. (2022). Bitcoin and Beyond. [CrossRef]
- (kaggle.com 2024) www.kaggle.com. (2024, March 23). DATA SET. Https://Www.Kaggle.Com/Datasets/Krairy/Bitcoin-Daily-Price-and-Vol-Jul-2010-Mar-2024?Resource=download.
- (Katanich 2024) Katanich, D. (2024, March 15). Bitcoin price predictions: How much more could the cryptocurrency rise in 2024? Https://Www.Euronews.Com/Business/2024/02/06/Bitcoin-Price-Predictions-How-Much-More-Can-the-Cryptocurrency-Rise-in-2024.
- (Kawaguchi and Noda 2022) Kawaguchi, K., and Noda, S. (2022). Security-Cost Efficiency of Competing Proof-of-Work Cryptocurrencies. SSRN Electronic Journal. [CrossRef]
- (Kiffer and Rajaraman 2021) Kiffer, L., and Rajaraman, R. (2021). HaPPY-Mine: Designing a Mining Reward Function. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12675 LNCS. [CrossRef]
- (Kuhn 2024) Kuhn, D. (2024, March 19). The Bitcoin Halving Really Is Different This Time. Consenses Magazine. https://www.coindesk.com/consensus-magazine/2024/03/19/the-bitcoin-halving-really-is-different-this-time/.
- (Lasi and Saul 2020) Lasi, D., and Saul, L. (2020). A System Dynamics Model of Bitcoin: Mining as an Efficient Market and the Possibility of ‘Peak Hash’. Applied Economics and Finance, 7(4). [CrossRef]
- (Lookintobitcoin.com 2024) Rainbow chart. (2024, March 6). www.Lookintobitcoin.com/Charts/Bitcoin-Rainbow-Chart.
- (Lucking et al. 2019) Lucking, D., Aravind Allen, V., and Llp, O. (2019). Cryptocurrency as a commodity: The CFTC’s Regulatory framework. Fintech, 2–9.
- (Mahdy 2021) Mahdy, D. El. (2021). The Economic Effect of Bitcoin Halving Events on the U.S. Capital Market. www.intechopen.com.
- (Masters 2019) Masters, J. (2019). Impact of the 2020 Bitcoin Halving: A Mathematical, Social, and Econometric Analysis. https://www.researchgate.net/publication/337823952.
- (M’bakob 2024) M’bakob, G. B. (2024). Bubbles in Bitcoin and Ethereum: The role of halving in the formation of super cycles. Sustainable Futures, 7. [CrossRef]
- (Meynkhard 2019) Meynkhard, A. (2019). Fair market value of bitcoin: Halving effect. Investment Management and Financial Innovations, 16(4), 72–85. [CrossRef]
- (Nakamoto 2009) Nakamoto, S. (2009). Bitcoin: A Peer-to-Peer Electronic Cash System. https://bitcoin.org/bitcoin.pdf.
- (Pan et al. 2020) Pan, L., Feng, L., and Jiayin, Q. (2020). Adaptive Evolution Mechanism of Blockchain Community Based on Token-based Halving Event. Proceedings - 2020 Chinese Automation Congress, CAC 2020. [CrossRef]
- (Patel 2021) Patel, A. (2021). The Economic Impact of Bit Coin Halving Events in The United States. We’Ken- International Journal of Basic and Applied Sciences, 6(2). [CrossRef]
- (Phiri 2022) Phiri, A. (2022). Can wavelets produce a clearer picture of weak-form market efficiency in Bitcoin? Eurasian Economic Review, 12(3). [CrossRef]
- (Prasad 2022) Prasad, E. (2022). After the fall: Bitcoin’s true legacy may be blockchain technology. Bulletin of the Atomic Scientists, 78(4). [CrossRef]
- (Ramadhani 2022) Ramadhani, M. H. Z. K. (2022). The Impact of Bitcoin Halving Day on Stock Market in Indonesia. Journal of International Conference Proceedings, 5(3), 127–137. [CrossRef]
- (Rashid et al. 2023) Rashid, A., Bakry, W., and Al-Mohamad, S. (2023). Are cryptocurrencies a future safe haven for investors? The case of Bitcoin. Economic Research-Ekonomska Istrazivanja, 36(2). [CrossRef]
- (Riposo 2023) Riposo, J. (2023). Some fundamentals of mathematics of blockchain. In Some Fundamentals of Mathematics of Blockchain. [CrossRef]
- (Samizadeh 2024a) Samizadeh, I. (2024a). Enhanced Bitcoin Price Forecasting for the 2024 Halving Using the Prophet Model.
- (Samizadeh 2024b) Samizadeh, I. (2024b). Leveraging Random Forest Algorithms for Enhanced Bitcoin Price Forecasting 2024 Halving. [CrossRef]
- (Schär 2020) Schär, F. (2020). Bitcoin Halving. https://www.researchgate.net/publication/343725174.
- (Sedlmeir et al. 2020a) Sedlmeir, J., Buhl, H. U., Fridgen, G., and Keller, R. (2020a). A look at current developments in blockchains and their effects on energy consumption | Ein Blick auf aktuelle Entwicklungen bei Blockchains und deren Auswirkungen auf den Energieverbrauch. Informatik-Spektrum, 43(6).
- (Sedlmeir et al. 2020b) Sedlmeir, J., Buhl, H. U., Fridgen, G., and Keller, R. (2020b). Ein Blick auf aktuelle Entwicklungen bei Blockchains und deren Auswirkungen auf den Energieverbrauch. Informatik-Spektrum, 43(6). [CrossRef]
- (Sen and Jena 2022) Sen, A., and Jena, G. (2022). The Latest Trend in India Cryptocurrency. International Interdisciplinary Humanitarian Conference for Sustainability, IIHC 2022 - Proceedings. [CrossRef]
- (Singla et al. 2023) Singla, A., Singla, M., and Gupta, M. (2023). Unpacking the Impact of Bitcoin Halving on the Crypto Market: Benefits and Limitations. Scientific Journal of Metaverse and Blockchain Technologies, 1(1), 43–50. [CrossRef]
- (Touloupou et al. 2022) Touloupou, M., Themistocleous, M., Iosif, E., and Christodoulou, K. (2022). A Systematic Literature Review Toward a Blockchain Benchmarking Framework. In IEEE Access (Vol. 10, pp. 70630–70644). Institute of Electrical and Electronics Engineers Inc. [CrossRef]
- (Trucíos and Taylor 2023) Trucíos, C., and Taylor, J. W. (2023). A comparison of methods for forecasting value at risk and expected shortfall of cryptocurrencies. Journal of Forecasting, 42(4). [CrossRef]
- (Vaddadi et al. 2023) Vaddadi, V. R., Vardhan Raj Annepu, P., Gollapalli, N., Challa, A., Andhavarapu, S. B., and Kumar Botta, P. (2023). Exploiting Cyber Threats and Protecting Cryptocurrencies Toward Bitcoin Exchanges. 5th Biennial International Conference on Nascent Technologies in Engineering, ICNTE 2023. [CrossRef]
- (Valamontes 2024) Valamontes, A. (2024). Navigating the Fourth Bitcoin Halving Economic Impacts and Innovations.
- (Wang et al. 2020) Wang, C., Chu, X., and Qin, Y. (2020). Measurement and Analysis of the Bitcoin Networks: A View from Mining Pools. Proceedings - 2020 6th International Conference on Big Data Computing and Communications, BigCom 2020. [CrossRef]
- (Whittaker 2024) Whittaker, M. (2024, March 25). Bitcoin Halving 2024 – What You Need To Know. Https://Www.Forbes.Com/Uk/Advisor/Investing/Cryptocurrency/Bitcoin-Halving/.
- (Wu et al. 2023) Wu, R., Alamgir Hossain, M., and Hossain, M. A. (2023). Factors Affecting the Volatility of Bitcoin Prices. [CrossRef]
- (www.ig.com 2024) www.ig.com. (2024, March 25). Bitcoin halving 2024: what to know. Https://Www.Ig.Com/En/Bitcoin-Btc/Bitcoin-Halving. https://www.ig.com/en/bitcoin-btc/bitcoin-halving.
- (Yuan et al. 2022) Yuan, X., Su, C. W., and Peculea, A. D. (2022). Dynamic linkage of the bitcoin market and energy consumption:An analysis across time. Energy Strategy Reviews, 44. [CrossRef]
- (Zhao 2024) Zhao, M. (2024, February 9). 2024 Halving: This Time It’s Actually Different. Https://Www.Grayscale.Com/Research/Reports/2024-Halving-This-Time-Its-Actually-Different.












Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).