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Connectedness between cryptocurrencies using high-frequency data: A novel insight from the Silicon Valley Banks collapse

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  • Ali, Shoaib
  • Moussa, Faten
  • Youssef, Manel

Abstract

The collapse of Silicon Valley Bank (SVB), a tech industry bank, has shaken the global financial markets, including cryptocurrencies; therefore, this study intends to investigate the return and volatility spillovers between leading cryptocurrencies using high-frequency data and the TVP-VAR model. The results indicate that the total return connectedness had increased in the aftermath of the collapse, but the volatility connectedness remains unchanged. Moreover, conventional (stablecoins) cryptocurrencies are the net transmitter (recipient) of return and volatility spillovers from the system. The results of this study have important implications for investors and portfolio managers seeking to safeguard their investments.

Suggested Citation

  • Ali, Shoaib & Moussa, Faten & Youssef, Manel, 2023. "Connectedness between cryptocurrencies using high-frequency data: A novel insight from the Silicon Valley Banks collapse," Finance Research Letters, Elsevier, vol. 58(PB).
  • Handle: RePEc:eee:finlet:v:58:y:2023:i:pb:s1544612323007249
    DOI: 10.1016/j.frl.2023.104352
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    1. Yarovaya, Larisa & Brzeszczyński, Janusz & Goodell, John W. & Lucey, Brian & Lau, Chi Keung Marco, 2022. "Rethinking financial contagion: Information transmission mechanism during the COVID-19 pandemic," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 79(C).
    2. Elie Bouri & Naji Jalkh & Peter Molnár & David Roubaud, 2017. "Bitcoin for energy commodities before and after the December 2013 crash: diversifier, hedge or safe haven?," Applied Economics, Taylor & Francis Journals, vol. 49(50), pages 5063-5073, October.
    3. Yousaf, Imran & Riaz, Yasir & Goodell, John W., 2023. "The impact of the SVB collapse on global financial markets: Substantial but narrow," Finance Research Letters, Elsevier, vol. 55(PB).
    4. Imran Yousaf & Shoaib Ali, 2020. "Discovering interlinkages between major cryptocurrencies using high-frequency data: new evidence from COVID-19 pandemic," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-18, December.
    5. Yi, Shuyue & Xu, Zishuang & Wang, Gang-Jin, 2018. "Volatility connectedness in the cryptocurrency market: Is Bitcoin a dominant cryptocurrency?," International Review of Financial Analysis, Elsevier, vol. 60(C), pages 98-114.
    6. Hu, Bill & McInish, Thomas & Miller, Jonathan & Zeng, Li, 2019. "Intraday price behavior of cryptocurrencies," Finance Research Letters, Elsevier, vol. 28(C), pages 337-342.
    7. Hassan, M Kabir & Boubaker, Sabri & Kumari, Vineeta & Pandey, Dharen Kumar, 2022. "Border disputes and heterogeneous sectoral returns: An event study approach," Finance Research Letters, Elsevier, vol. 50(C).
    8. Bouri, Elie & Saeed, Tareq & Vo, Xuan Vinh & Roubaud, David, 2021. "Quantile connectedness in the cryptocurrency market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 71(C).
    9. Ciaian, Pavel & Rajcaniova, Miroslava & Kancs, d'Artis, 2018. "Virtual relationships: Short- and long-run evidence from BitCoin and altcoin markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 52(C), pages 173-195.
    10. Kumar, Ashish & Iqbal, Najaf & Mitra, Subrata Kumar & Kristoufek, Ladislav & Bouri, Elie, 2022. "Connectedness among major cryptocurrencies in standard times and during the COVID-19 outbreak," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
    11. Yousaf, Imran & Patel, Ritesh & Yarovaya, Larisa, 2022. "The reaction of G20+ stock markets to the Russia–Ukraine conflict “black-swan” event: Evidence from event study approach," Journal of Behavioral and Experimental Finance, Elsevier, vol. 35(C).
    12. Ali, Shoaib & Ijaz, Muhammad Shahzad & Yousaf, Imran, 2023. "Dynamic spillovers and portfolio risk management between defi and metals: Empirical evidence from the Covid-19," Resources Policy, Elsevier, vol. 83(C).
    13. Arfaoui, Nadia & Naeem, Muhammad Abubakr & Boubaker, Sabri & Mirza, Nawazish & Karim, Sitara, 2023. "Interdependence of clean energy and green markets with cryptocurrencies," Energy Economics, Elsevier, vol. 120(C).
    14. Akhtaruzzaman, Md & Boubaker, Sabri & Goodell, John W., 2023. "Did the collapse of Silicon Valley Bank catalyze financial contagion?," Finance Research Letters, Elsevier, vol. 56(C).
    15. Md Akhtaruzzaman & Ramzi Benkraiem & Sabri Boubaker & Constantin Zopounidis, 2022. "COVID‐19 crisis and risk spillovers to developing economies: Evidence from Africa," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(4), pages 898-918, May.
    16. Nikolaos Antonakakis & Ioannis Chatziantoniou & David Gabauer, 2020. "Refined Measures of Dynamic Connectedness based on Time-Varying Parameter Vector Autoregressions," JRFM, MDPI, vol. 13(4), pages 1-23, April.
    17. Dwita Mariana, Christy & Ekaputra, Irwan Adi & Husodo, Zaäfri Ananto, 2021. "Are Bitcoin and Ethereum safe-havens for stocks during the COVID-19 pandemic?," Finance Research Letters, Elsevier, vol. 38(C).
    18. Boubaker, Sabri & Goodell, John W. & Pandey, Dharen Kumar & Kumari, Vineeta, 2022. "Heterogeneous impacts of wars on global equity markets: Evidence from the invasion of Ukraine," Finance Research Letters, Elsevier, vol. 48(C).
    19. Goodell, John W. & Goutte, Stephane, 2021. "Diversifying equity with cryptocurrencies during COVID-19," International Review of Financial Analysis, Elsevier, vol. 76(C).
    20. Ahmed BenSaïda & Sabri Boubaker & Duc Khuong Nguyen, 2018. "The shifting dependence dynamics between the G7 stock markets," Quantitative Finance, Taylor & Francis Journals, vol. 18(5), pages 801-812, May.
    21. Aharon, David Y. & Ali, Shoaib & Naved, Muhammad, 2023. "Too big to fail: The aftermath of Silicon Valley Bank (SVB) collapse and its impact on financial markets," Research in International Business and Finance, Elsevier, vol. 66(C).
    22. Xu, Danyang & Hu, Yang & Corbet, Shaen & Goodell, John W., 2023. "Volatility connectedness between global COVOL and major international volatility indices," Finance Research Letters, Elsevier, vol. 56(C).
    23. Yousaf, Imran & Riaz, Yasir & Goodell, John W, 2023. "What do responses of financial markets to the collapse of FTX say about investor interest in cryptocurrencies? Event-study evidence," Finance Research Letters, Elsevier, vol. 53(C).
    24. Azmi, Wajahat & Anwer, Zaheer & Azmi, Shujaat Naeem & Nobanee, Haitham, 2023. "How did major global asset classes respond to Silicon Valley Bank failure?," Finance Research Letters, Elsevier, vol. 56(C).
    25. Wang, Jinghua & Ngene, Geoffrey M., 2020. "Does Bitcoin still own the dominant power? An intraday analysis," International Review of Financial Analysis, Elsevier, vol. 71(C).
    26. Liu, Weiyi, 2019. "Portfolio diversification across cryptocurrencies," Finance Research Letters, Elsevier, vol. 29(C), pages 200-205.
    27. Aslan, Aylin & Sensoy, Ahmet, 2020. "Intraday efficiency-frequency nexus in the cryptocurrency markets," Finance Research Letters, Elsevier, vol. 35(C).
    28. Sabri Boubaker & Nga Nguyen & Vu Quang Trinh & Thanh Vu, 2023. "Market reaction to the Russian Ukrainian war: a global analysis of the banking industry," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 22(1), pages 123-153, January.
    29. Hasan, Mudassar & Naeem, Muhammad Abubakr & Arif, Muhammad & Yarovaya, Larisa, 2021. "Higher moment connectedness in cryptocurrency market," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
    30. Bouri, Elie & Shahzad, Syed Jawad Hussain & Roubaud, David & Kristoufek, Ladislav & Lucey, Brian, 2020. "Bitcoin, gold, and commodities as safe havens for stocks: New insight through wavelet analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 77(C), pages 156-164.
    31. Ji, Qiang & Bouri, Elie & Lau, Chi Keung Marco & Roubaud, David, 2019. "Dynamic connectedness and integration in cryptocurrency markets," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 257-272.
    32. Shahzad, Syed Jawad Hussain & Bouri, Elie & Roubaud, David & Kristoufek, Ladislav & Lucey, Brian, 2019. "Is Bitcoin a better safe-haven investment than gold and commodities?," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 322-330.
    33. Aharon, David Y. & Demir, Ender, 2022. "NFTs and asset class spillovers: Lessons from the period around the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 47(PA).
    34. Corbet, Shaen & Meegan, Andrew & Larkin, Charles & Lucey, Brian & Yarovaya, Larisa, 2018. "Exploring the dynamic relationships between cryptocurrencies and other financial assets," Economics Letters, Elsevier, vol. 165(C), pages 28-34.
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    2. Ali, Shoaib & Naveed, Muhammad & Yousaf, Imran & Khattak, Muhammad Sualeh, 2024. "From cryptos to consciousness: Dynamics of return and volatility spillover between green cryptocurrencies and G7 markets," Finance Research Letters, Elsevier, vol. 60(C).
    3. Ali, Shoaib & Naveed, Muhammad & Gubareva, Mariya & Vinh Vo, Xuan, 2024. "Reputational contagion from the Silicon Valley Bank debacle," Research in International Business and Finance, Elsevier, vol. 69(C).
    4. Liu, Xia & Megginson, William & Tran, Nhu & Wei, Siqi, 2024. "Who Loses Most When Big Banks Suddenly Fail? Evidence from Silicon Valley Bank Collapse," Finance Research Letters, Elsevier, vol. 59(C).
    5. Naveed, Muhammad & Ali, Shoaib & Gubareva, Mariya & Omri, Anis, 2024. "When giants fall: Tracing the ripple effects of Silicon Valley Bank (SVB) collapse on global financial markets," Research in International Business and Finance, Elsevier, vol. 67(PA).
    6. Aharon, David Y. & Ali, Shoaib, 2024. "A high-frequency data dive into SVB collapse," Finance Research Letters, Elsevier, vol. 59(C).
    7. Ali, Shoaib & Naveed, Muhammad & Hanif, Hasan & Gubareva, Mariya, 2024. "The resilience of Shariah-compliant investments: Probing the static and dynamic connectedness between gold-backed cryptocurrencies and GCC equity markets," International Review of Financial Analysis, Elsevier, vol. 91(C).
    8. Ali, Shoaib & Naveed, Muhammad & Youssef, Manel & Yousaf, Imran, 2024. "FinTech-powered integration: Navigating the static and dynamic connectedness between GCC equity markets and renewable energy cryptocurrencies," Resources Policy, Elsevier, vol. 89(C).
    9. Ali, Shoaib & Umar, Muhammad & Gubareva, Mariya & Vo, Xuan Vinh, 2024. "Extreme connectedness between NFTs and US equity market: A sectoral analysis," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 299-315.
    10. Chen, Jinyan & Nie, Chun-Xiao, 2024. "Impact of the collapse of silicon valley bank on the banking sector: An analysis based on nonlinear high-frequency networks," Finance Research Letters, Elsevier, vol. 62(PB).
    11. Naeem, Muhammad Abubakr & Farid, Saqib & Yousaf, Imran & Kang, Sang Hoon, 2023. "Asymmetric efficiency in petroleum markets before and during COVID-19," Resources Policy, Elsevier, vol. 86(PA).

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    More about this item

    Keywords

    SVB; Cryptocurrencies; Connectedness; High-frequency data;
    All these keywords.

    JEL classification:

    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling
    • F3 - International Economics - - International Finance
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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