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The return and volatility spillovers among decentralized finance (DeFi) assets

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  • Hussain, Sabbor
  • Chen, Jo-Hui

Abstract

This study investigates the interconnectedness, returns, and volatility spillovers among Non-Fungible Tokens (NFTs), cryptocurrencies, and FinTech Exchange-Traded Funds (ETFs), employing advanced econometric frameworks TVP-VAR, GARCH-ARMA, and EGARCH-ARMA to address gaps in understanding these emerging digital assets. This work integrates these advanced models and obtains new insights into dynamic relationships connected with asymmetric risk and responsive behaviors during the crisis. The findings reveal that NFTs and cryptocurrencies exhibit higher returns and greater volatility than FinTech ETFs, making them high-risk and high-reward investments. Dynamic spillover analysis identifies moderate connectedness, with cryptocurrencies dominating volatility transmission and NFTs driving return spillovers, while FinTech ETFs act as stabilizers. Crucially, the EGARCH–ARMA framework uncovers distinct leverage effects in NFTs and cryptocurrencies, where adverse shocks amplify volatility more than positive ones. During the COVID-19 pandemic, total connectedness underscores their sensitivity to external shocks. This study holistically analyzes these asset classes, offering actionable strategies for portfolio diversification, active risk management, and crisis mitigation in digital financial markets.

Suggested Citation

  • Hussain, Sabbor & Chen, Jo-Hui, 2025. "The return and volatility spillovers among decentralized finance (DeFi) assets," Research in International Business and Finance, Elsevier, vol. 79(C).
  • Handle: RePEc:eee:riibaf:v:79:y:2025:i:c:s0275531925003277
    DOI: 10.1016/j.ribaf.2025.103071
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    1. Dimitriadis, Konstantinos A. & Koursaros, Demetris & Savva, Christos S., 2024. "Evaluating the sophisticated digital assets and cryptocurrencies capacities of substituting international currencies in inflationary eras," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    2. John Francis Diaz, 2021. "Dynamic Volatility Spillovers Across The Extended Greater China Region Stock Markets," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 21(01), pages 1-22, March.
    3. Ante, Lennart & Fiedler, Ingo & Strehle, Elias, 2021. "The impact of transparent money flows: Effects of stablecoin transfers on the returns and trading volume of Bitcoin," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    4. Proelss, Juliane & Sévigny, Stéphane & Schweizer, Denis, 2023. "GameFi: The perfect symbiosis of blockchain, tokens, DeFi, and NFTs?," International Review of Financial Analysis, Elsevier, vol. 90(C).
    5. Harry Markowitz, 1952. "The Utility of Wealth," Journal of Political Economy, University of Chicago Press, vol. 60(2), pages 151-151.
    6. Easley, David & de Prado, Marcos Lopez & O'Hara, Maureen, 2016. "Discerning information from trade data," Journal of Financial Economics, Elsevier, vol. 120(2), pages 269-285.
    7. Lennart Ante, 2022. "The Non-Fungible Token (NFT) Market and Its Relationship with Bitcoin and Ethereum," FinTech, MDPI, vol. 1(3), pages 1-9, June.
    8. Mensi, Walid & Yousaf, Imran & Vo, Xuan Vinh & Kang, Sang Hoon, 2022. "Asymmetric spillover and network connectedness between gold, BRENT oil and EU subsector markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 76(C).
    9. Corbet, Shaen & Goodell, John W. & Günay, Samet, 2022. "What drives DeFi prices? Investigating the effects of investor attention," Finance Research Letters, Elsevier, vol. 48(C).
    10. Yousaf, Imran & Yarovaya, Larisa, 2022. "Herding behavior in conventional cryptocurrency market, non-fungible tokens, and DeFi assets," Finance Research Letters, Elsevier, vol. 50(C).
    11. Gunay, Samet & Goodell, John W. & Muhammed, Shahnawaz & Kirimhan, Destan, 2023. "Frequency connectedness between FinTech, NFT and DeFi: Considering linkages to investor sentiment," International Review of Financial Analysis, Elsevier, vol. 90(C).
    12. Qiao, Xingzhi & Zhu, Huiming & Tang, Yiding & Peng, Cheng, 2023. "Time-frequency extreme risk spillover network of cryptocurrency coins, DeFi tokens and NFTs," Finance Research Letters, Elsevier, vol. 51(C).
    13. Wang, Xuetong & Fang, Fang & Ma, Shiqun & Xiang, Lijin & Xiao, Zumian, 2024. "Dynamic volatility spillover among cryptocurrencies and energy markets: An empirical analysis based on a multilevel complex network," The North American Journal of Economics and Finance, Elsevier, vol. 69(PA).
    14. Diebold, Francis X. & Yılmaz, Kamil, 2014. "On the network topology of variance decompositions: Measuring the connectedness of financial firms," Journal of Econometrics, Elsevier, vol. 182(1), pages 119-134.
    15. Katsiampa, Paraskevi, 2019. "An empirical investigation of volatility dynamics in the cryptocurrency market," Research in International Business and Finance, Elsevier, vol. 50(C), pages 322-335.
    16. Jo-Hui Chen & Sabbor Hussain & Yun-Chen Cheng, 2021. "Cryptocurrency, Profitability, And Tweeter: A Mgarch Framework," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 21(04), pages 1-30, December.
    17. Narayan, Shivani & Kumar, Dilip, 2024. "Unveiling interconnectedness and risk spillover among cryptocurrencies and other asset classes," Global Finance Journal, Elsevier, vol. 62(C).
    18. Yousaf, Imran & Yarovaya, Larisa, 2022. "Static and dynamic connectedness between NFTs, Defi and other assets: Portfolio implication," Global Finance Journal, Elsevier, vol. 53(C).
    19. Bibi, Rashida & Gulzar, Saqib & Shahzad, Syed Jawad Hussain, 2025. "ESG leaders and crypto currency market: Asymmetric TVP-VAR connectedness and investment approaches," Research in International Business and Finance, Elsevier, vol. 76(C).
    20. Mbarek, Marouene & Msolli, Badreddine, 2025. "Tokens and cryptocurrencies: Evidence from asymmetric frequency connectedness approach," Research in International Business and Finance, Elsevier, vol. 77(PA).
    21. Liu, Jiatong & Zhu, You & Wang, Gang-Jin & Xie, Chi & Wang, Qilin, 2024. "Risk contagion of NFT: A time-frequency risk spillover perspective in the Carbon-NFT-Stock system," Finance Research Letters, Elsevier, vol. 59(C).
    22. Prince Kumar Maurya & Rohit Bansal & Anand Kumar Mishra, 2024. "Dynamic connectedness among market volatilities: a perspective of COVID-19 and Russia-Ukraine conflict," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 41(5), pages 1119-1140, April.
    23. Jo-Hui & Chen & Sabbor Hussain, 2022. "Jump Dynamics and Leverage Effect: Evidences from Energy Exchange Traded Fund (ETFs)," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 12(6), pages 1-7.
    24. Guesmi, Khaled & Saadi, Samir & Abid, Ilyes & Ftiti, Zied, 2019. "Portfolio diversification with virtual currency: Evidence from bitcoin," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 431-437.
    25. Henriques, Irene & Sadorsky, Perry, 2025. "Connectedness and systemic risk between FinTech and traditional financial stocks: Implications for portfolio diversification," Research in International Business and Finance, Elsevier, vol. 73(PA).
    26. Wang, Yizhi, 2022. "Volatility spillovers across NFTs news attention and financial markets," International Review of Financial Analysis, Elsevier, vol. 83(C).
    27. Karim, Sitara & Lucey, Brian M. & Naeem, Muhammad Abubakr & Uddin, Gazi Salah, 2022. "Examining the interrelatedness of NFTs, DeFi tokens and cryptocurrencies," Finance Research Letters, Elsevier, vol. 47(PB).
    28. David E. Allen, 2022. "Cryptocurrencies, Diversification and the COVID-19 Pandemic," JRFM, MDPI, vol. 15(3), pages 1-25, February.
    29. Corbet, Shaen & Hou, Yang & Hu, Yang & Oxley, Les, 2020. "The influence of the COVID-19 pandemic on asset-price discovery: Testing the case of Chinese informational asymmetry," International Review of Financial Analysis, Elsevier, vol. 72(C).
    30. Imran Yousaf & Manel Youssef & Mariya Gubareva, 2025. "Return and Volatility Spillovers Between Non-fungible Tokens and Conventional Currencies: Evidence from the TVP–VAR Model," Springer Books, in: Gang Kou & Yongqiang Li & Zongyi Zhang & J. Leon Zhao & Zhi Zhuo (ed.), Blockchain, Crypto Assets, and Financial Innovation, pages 326-351, Springer.
    31. Almeida, José & Gonçalves, Tiago Cruz, 2023. "A systematic literature review of investor behavior in the cryptocurrency markets," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
    32. Joanna Górka & Katarzyna Kuziak, 2024. "Dynamic Connectedness Among Alternative and Conventional Energy ETFs Based on the TVP-VAR Approach," Energies, MDPI, vol. 17(23), pages 1-29, November.
    33. Antonakakis, Nikolaos & Gabauer, David, 2017. "Refined Measures of Dynamic Connectedness based on TVP-VAR," MPRA Paper 78282, University Library of Munich, Germany.
    34. Konstantinos Gkillas & Paraskevi Katsiampa & Christoforos Konstantatos & Athanasios Tsagkanos, 2024. "Discontinuous movements and asymmetries in cryptocurrency markets," The European Journal of Finance, Taylor & Francis Journals, vol. 30(16), pages 1907-1931, November.
    35. Robert J. Shiller, 2003. "From Efficient Markets Theory to Behavioral Finance," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 83-104, Winter.
    36. Liao, Xin & Li, Qin & Chan, Stephen & Chu, Jeffrey & Zhang, Yuanyuan, 2024. "Interconnections and contagion among cryptocurrencies, DeFi, NFT and traditional financial assets: Some new evidence from tail risk driven network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 647(C).
    37. Baur, Dirk G. & Dimpfl, Thomas, 2018. "Asymmetric volatility in cryptocurrencies," Economics Letters, Elsevier, vol. 173(C), pages 148-151.
    38. Alhonita Yatie, 2022. "Crypto-assets better safe-havens than Gold during Covid-19: The case of European indices," Papers 2202.10760, arXiv.org.
    39. Waild Mensi & Mariya Gubareva & Khamis Hamed Al-Yahyaee & Tamara Teplova & Sang Hoon Kang, 2024. "Extreme connectedness between cryptocurrencies and non-fungible tokens: portfolio implications," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-27, December.
    40. Jo-Hui Chen, 2011. "The spillover and leverage effects of ethical exchange traded fund," Applied Economics Letters, Taylor & Francis Journals, vol. 18(10), pages 983-987.
    41. Gubareva, Mariya, 2021. "The impact of Covid-19 on liquidity of emerging market bonds," Finance Research Letters, Elsevier, vol. 41(C).
    42. Youcef Maouchi & Mohamed Fakhfekh & Lanouar Charfeddine & Ahmed Jeribi, 2024. "Is digital gold a hedge, safe haven, or diversifier? An analysis of cryptocurrencies, DeFi tokens, and NFTs," Applied Economics, Taylor & Francis Journals, vol. 56(60), pages 9158-9173, December.
    43. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    44. Mensi, Walid & Gubareva, Mariya & Kang, Sang Hoon, 2024. "Frequency connectedness between DeFi and cryptocurrency markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 93(C), pages 12-27.
    45. Conlon, Thomas & Corbet, Shaen & McGee, Richard J., 2020. "Are cryptocurrencies a safe haven for equity markets? An international perspective from the COVID-19 pandemic," Research in International Business and Finance, Elsevier, vol. 54(C).
    46. Marouene Mbarek & Badreddine Msolli, 2025. "Tokens and cryptocurrencies: Evidence from asymmetric frequency connectedness approach," Post-Print hal-05024252, HAL.
    47. Maouchi, Youcef & Charfeddine, Lanouar & El Montasser, Ghassen, 2022. "Understanding digital bubbles amidst the COVID-19 pandemic: Evidence from DeFi and NFTs," Finance Research Letters, Elsevier, vol. 47(PA).
    48. Lennart Ante, 2023. "Non-fungible token (NFT) markets on the Ethereum blockchain: temporal development, cointegration and interrelations," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(8), pages 1216-1234, November.
    49. repec:hal:wpaper:hal-03579957 is not listed on IDEAS
    50. Jan Schwiderowski & Asger Balle Pedersen & Jonas Kasper Jensen & Roman Beck, 2023. "Value creation and capture in decentralized finance markets: Non-fungible tokens as a class of digital assets," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-16, December.
    51. 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.
    52. Wang, Pengfei & Zhang, Wei & Li, Xiao & Shen, Dehua, 2019. "Is cryptocurrency a hedge or a safe haven for international indices? A comprehensive and dynamic perspective," Finance Research Letters, Elsevier, vol. 31(C), pages 1-18.
    53. 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.
    54. Sumanjay Dutta & Parthajit Kayal & G. Balasubramnaian, 2023. "Volatility Spillover and Directionality in Cryptocurrency and Metal Markets," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 22(4), pages 464-485, December.
    55. Corbet, Shaen & Hou, Yang (Greg) & Hu, Yang & Larkin, Charles & Oxley, Les, 2020. "Any port in a storm: Cryptocurrency safe-havens during the COVID-19 pandemic," Economics Letters, Elsevier, vol. 194(C).
    56. Albert S. Kyle & Wei Xiong, 2001. "Contagion as a Wealth Effect," Journal of Finance, American Finance Association, vol. 56(4), pages 1401-1440, August.
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    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • D53 - Microeconomics - - General Equilibrium and Disequilibrium - - - Financial Markets
    • F30 - International Economics - - International Finance - - - General

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