Crypto Fundamental Analysis: Comparison of Cryptos with the Largest Market Capitalizations
DOI:
https://doi.org/10.62951/ijecm.v3i1.1097Keywords:
Crypto, Digital Investment, Fundamental Analysis, Market Capitalization, Return VolatilityAbstract
Cryptocurrency has become a rapidly developing digital asset class that attracts widespread investor interest due to its decentralized, anonymous, and highly volatile nature. Such volatility creates uncertainty in market movements, making it important to understand the factors that drive fluctuations in returns. This research aims to examine how fundamental indicators namely price, trading volume, and market capitalization affect return volatility, as well as to determine which cryptocurrency demonstrates the highest market efficiency based on risk assessment. The study uses panel data covering the five largest cryptocurrencies by market capitalization (Bitcoin, Ethereum, Tether, USD Coin, and Binance Coin) over the period 2019–2023. The analytical methods applied include panel data regression to identify the determinants of volatility and Value at Risk (VaR) to measure asset risk and efficiency. The findings show that price and trading volume positively and significantly increase return volatility, whereas market capitalization exerts a negative and significant effect, indicating its stabilizing role. Based on VaR analysis, Binance Coin (BNB) emerges as the asset with the highest market efficiency. The study concludes that fundamental indicators play a crucial role in shaping volatility and that BNB offers relatively better risk performance compared to its peers.
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Aziz, M. K. A. (2022). Pengaruh Market Capitalization dan Volume Trading Terhadap Harga Bitcoin (BTC) pada Masa Pandemi Covid-19. Jurnal Educatio Amerta, 1, No, 34–40. https://doi.org/10.70900/jea.v1i1.7
Cao, K., & You, H. (2024). Fundamental Analysis via Machine Learning. Financial Analysis Journal, Volume 80, 74–98. https://doi.org/10.1080/0015198X.2024.2313692
Deepak, S. (2024). Top 10 Crypto By Market Cap in 2024. Mudrex Learn. https://mudrex.com/learn/top-10-crypto-by-marketcap/
Gandal, N., & Halaburda, H. (2014). Competition in the Cryptocurrency Market. Bank of Canada, No. 2014-3. https://doi.org/10.34989/swp-2014-33
Grasic, A., & Vidnjevic, M. (2024). Evolution od Cryptocurrencies and theri Utilization in the Digital Economy. MEST Journal, Volume 12, 36–42. https://doi.org/10.12709/mest.12.12.02.05
Hendreo, C., Pratiwi, N., & Ilham, S. M. (2023). Analisis Fundamental Cryptocurrency terhadap Fluktuasi Harga (Studi Kasus Cryptocurrency Coin Cardano Periodel 2022-2023). Jurnal Lentera Bisnis, 12(3), 780–791. https://doi.org/10.34127/jrlab.v12i3.920
Hu, Y., Rachev, S. T., & Fabozzi, F. J. (2019). Modelling Crypto Asset Price Dynamics, Optimal Crypto Portfolio, and Crypto Option Valuation. 1–25. https://doi.org/10.48550/arXiv.1908.05419
Juwita, R., Ramadhani, D. M., & Maris, A. W. I. (2023). The Determinants of Cryptocurrency Returns. Jurnal Ilmu Keuangan Dan Perbankan (JIKA), Vol 12. No, 235–246. https://doi.org/10.34010/jika.v12i2.9461
Kuzheliev, M., Zherlitsyn, D., O.I, B., Serdyukov, K., & Sokyrko, O. . (2021). Cryptocurrency Market Trends and Fundamental Economic Indicators: Correlation and Regression Analysis. Financial and Credit Activities: Problem of Theory and Practice, 3.38, 249–261. https://doi.org/10.18371/fcaptp.v3i38.237454
Malik, A., Rahman A, A., & Kudsyah R, I. (2023). Pengaruh Pengetahuan Investasi, Subjective Norm, dan Perceived Risk terhadap Niat Investasi Lagi Mata Uang pada Forum Investor Kripto Axuscoin. Jurnal Ekonomi Dan Bisnis, 4(1), 1–13. https://doi.org/10.32815/jubis.v4i1.1797
Pessa, A. A. B., Perc, M., & Ribeiro, H. V. (2023). Age and marke capitalization drive large price variations of Cryptocurrencies. Scientific Report, 13(1). https://doi.org/10.1038/s41598-023-30431-3
Phillip, A., Chan, J. S. K., & Peiris, S. (2018). A new look at Cryptocurrencies. Economics Letter, Vol. 163(C, 6–9. https://doi.org/10.1016/j.econlet.2017.11.020
ResearchFDI. (2022). The Rising Popularity of Cryptocurrency in developing countries. ResearchFDI. https://researchfdi.com/rising-popularity-cryptocurrencies-developing-countries/
Riska. (2025). Fluktuasi Cryptocurrency terhadap Pertumbuhan Investasi dan Pasar Modal di Indonesia. https://repository.ubt.ac.id/index.php?p=show_detail&id=/index.php?p=show_detail&id=23536&keywords=
Rizkilloh, M. F., & Widiyanesti, S. (2022). Prediksi Harga Cryptocurrency Menggunakan Algoritma Long Short Term Memory (LSTM). Jurnal Resti (Rekayasa Sistem Dan Teknologi Informasi), 6(1), 25–31. https://doi.org/10.29207/resti.v6i1.3630
Soares, E., Couto, G., & Pimentel, P. (2023). The Fundamentals of Cryptocurrencies. WSEAS TRANSACTIONS on BUSINESS and ECONOMICS, Volume 20, 1636–1646. https://wseas.com/journals/articles.php?id=8154
Susilawati, C., & Putra, B. O. (2023). Pengaruh Analisis Teknikal Pada Return Investasi Aset Cryptocurrency. Jurnal Pasar Modal Dan Bisnis, Vol 5 No 2, 58–70. https://doi.org/10.37194/jpmb.v5i2.343
Vetrichelvi, S., & Priya S, S. (2024). A Study on awareness and attitudes towards Crypto currency among collage students. Specialusis UGDYMAS/ Spesial Education, Vol 1 No 4, 6488–6496.
Vujičić, D., Jagodić, D., & Ranđić, S. (2018). Blokchain Technology, Bitcoin, and Ethereum: A Brief Review. 17th International Symposium Infoteh-Jahorina (Infoteh), IEEE, 1–7. https://ieeexplore.ieee.org/document/8345547
Wardhana, C. S. (2024). Eksplorasi Fundamental Cryptocurrency dalam Volatilitas harga. Jurnal Syntax, Vol. 5, No, 1040–1053. https://doi.org/10.46799/jsa.v5i4.1094
Wibawa, S. B. C., & Suherman. (2025). Analisis Jangka Pendek Dan Panjang Imbal Hasil Bitcoin Dalam Lanskap Ekonomi Global. Jurnal Manajemen Dan Sistem Informasi, 24(1), 17–34. https://doi.org/10.17509/manajerial.v24i1.83085
Yunianto, F. (2023). Mantap! Aset Kripto Tembus Urutan Ketiga Investasi di Indonesia. Bappebti. https://bappebti.go.id/resources/docs/pojok_media_2023_02_21_h6d570o0.pdf
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