Spillover and hedging strategies between nonfungible tokens and other assets

Purpose This study aims to examine the static and dynamic return and volatility spillovers between four main segments of nonfungible tokens (NFTs) (XTZ-Tezos, ENJ-EnjinCoin, MANA-Decentraland and THETA-Theta) and other assets [S&P Green Bond Index (GB), S&P Global Clean Energy Index (CEI), WTI-West Texas Intermediate-crude oil and Krane Shares Global Carbon Strategy ETF price (Krbn)]. Design/methodology/approach The time-varying parameter vector autoregression model is used to capture the time-varying relationships within these markets; the BEKK-GARCH model is used to calculate the hedge ratios, optimal weights and hedging effectiveness for portfolios pairing segments CEI/NFTs, Krbn/NFTs, GB/NFTs and WTI/NFTs. For robustness checks, the authors use Long Short-Term Memory (LSTM) networks to forecast the performance of both hedged and unhedged portfolios. Findings This static study reveals weak total connectedness among the markets. CEI is identified as a primary shock transmitter of return in the system, whereas ENJ, XTZ and THETA are receivers of volatility spillovers. According to the results of optimal weights, hedge ratios and hedging effectiveness, portfolio managers should add NFTs to portfolios to reap the diversification benefits; LSTM confirms the results. Originality/value This study is innovative in that it combines Krbn, GB, CEI, WTI and NFTs into a single, thorough analysis. However, the effects of these assets individually with NFTs have been examined in earlier studies. This study offers fresh perspectives on how NFTs might improve the financial portfolios’ effectiveness. It offers useful implications for investors and policymakers looking to advance sustainable financial practices.

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Publication Details

Journal
Studies in Economics and Finance
Published
2025-08-14
DOI
https://doi.org/10.1108/sef-02-2025-0116
Primary Topic
Market Dynamics and Volatility
Type
article
Field-Weighted Citation Impact
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article

Spillover and hedging strategies between nonfungible tokens and other assets

Houda BenMabrouk, Bassma Faouel
Studies in Economics and Finance
Market Dynamics and Volatility
article

Spillover and hedging strategies between nonfungible tokens and other assets

Houda BenMabrouk, Bassma Faouel
article en

Abstract

Purpose This study aims to examine the static and dynamic return and volatility spillovers between four main segments of nonfungible tokens (NFTs) (XTZ-Tezos, ENJ-EnjinCoin, MANA-Decentraland and THETA-Theta) and other assets [S&P Green Bond Index (GB), S&P Global Clean Energy Index (CEI), WTI-West Texas Intermediate-crude oil and Krane Shares Global Carbon Strategy ETF price (Krbn)]. Design/methodology/approach The time-varying parameter vector autoregression model is used to capture the time-varying relationships within these markets; the BEKK-GARCH model is used to calculate the hedge ratios, optimal weights and hedging effectiveness for portfolios pairing segments CEI/NFTs, Krbn/NFTs, GB/NFTs and WTI/NFTs. For robustness checks, the authors use Long Short-Term Memory (LSTM) networks to forecast the performance of both hedged and unhedged portfolios. Findings This static study reveals weak total connectedness among the markets. CEI is identified as a primary shock transmitter of return in the system, whereas ENJ, XTZ and THETA are receivers of volatility spillovers. According to the results of optimal weights, hedge ratios and hedging effectiveness, portfolio managers should add NFTs to portfolios to reap the diversification benefits; LSTM confirms the results. Originality/value This study is innovative in that it combines Krbn, GB, CEI, WTI and NFTs into a single, thorough analysis. However, the effects of these assets individually with NFTs have been examined in earlier studies. This study offers fresh perspectives on how NFTs might improve the financial portfolios’ effectiveness. It offers useful implications for investors and policymakers looking to advance sustainable financial practices.

Studies in Economics and FinanceVol. 42(5)
University of Sousse (TN)
Openalex Percentile: Top 57%
Market Dynamics and Volatility
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