CAN CRYPTOCURRENCY BE A HEDGE DURING CRISIS? A SYSTEMIC RISK POINT OF VIEW

This study investigates the hedging possibilities of cryptocurrency assets using a systemic risk estimation approach during the COVID-19 crisis period. Using a quantitative research approach, the research uses S&P 500 index price data and cryptocurrency assets. The systemic risk is calculated by using the vine copula ΔCoVaR method and the APARCH-DCC approach on the portfolio of cryptocurrency assets calculated for both individual cryptocurrency assets and GMV portfolios to capture the non-linear and dynamic relationship between cryptocurrencies and other financial assets and to estimate the impact of risk induced by the asset portfolio on the index under extreme market conditions. As a result, in the short term, especially during the Covid-19 crisis, BTC is considered the first "safe haven," as it has minimal VaR, CoVaR, and ΔCoVaR both when estimated individually and in the form of a GMV portfolio. ETH and LTC take second and third place after BTC in terms of stability against global economic uncertainty. Keywords: Cryptocurrency; Systemic Risk; Vine copula ΔCoVaR

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Publication Details

Journal
Journal of Management Small and Medium Enterprises (SMEs)
Published
2025-03-01
DOI
https://doi.org/10.35508/jom.v18i1.18453
Primary Topic
Blockchain Technology Applications and Security
Type
article
Field-Weighted Citation Impact
0.00
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article

CAN CRYPTOCURRENCY BE A HEDGE DURING CRISIS? A SYSTEMIC RISK POINT OF VIEW

Rinda Siaga Pangestuti
Journal of Management Small and Medium Enterprises (SMEs)
Blockchain Technology Applications and Security
article

CAN CRYPTOCURRENCY BE A HEDGE DURING CRISIS? A SYSTEMIC RISK POINT OF VIEW

Rinda Siaga Pangestuti
article en

Abstract

This study investigates the hedging possibilities of cryptocurrency assets using a systemic risk estimation approach during the COVID-19 crisis period. Using a quantitative research approach, the research uses S&P 500 index price data and cryptocurrency assets. The systemic risk is calculated by using the vine copula ΔCoVaR method and the APARCH-DCC approach on the portfolio of cryptocurrency assets calculated for both individual cryptocurrency assets and GMV portfolios to capture the non-linear and dynamic relationship between cryptocurrencies and other financial assets and to estimate the impact of risk induced by the asset portfolio on the index under extreme market conditions. As a result, in the short term, especially during the Covid-19 crisis, BTC is considered the first "safe haven," as it has minimal VaR, CoVaR, and ΔCoVaR both when estimated individually and in the form of a GMV portfolio. ETH and LTC take second and third place after BTC in terms of stability against global economic uncertainty. Keywords: Cryptocurrency; Systemic Risk; Vine copula ΔCoVaR

Journal of Management Small and Medium Enterprises (SMEs)Vol. 18(1)
Islamic University of Indonesia (ID)
Openalex Percentile: Top 86%
Blockchain Technology Applications and Security
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