“…As the once in a 100 years catastrophic event, the COVID-19 pandemic has attracted considerable attention from scholars, policymakers, and risk managers ( Cheng et al, 2022 , Duan et al, 2021 , Polyzos et al, 2021 , Samitas, Kampouris et al, 2022 , Samitas et al, 2022b , Samitas et al, 2022c ). The research related to the financial contagion driven by pandemic events (such as SARS in 2003, H1N1 in 2009, Ebola in 2014, and ZIKA in 2016) is limited until recently, when there has been a surge of interest in studying it after the outbreak of the COVID-19 ( Akhtaruzzaman et al, 2021 , Aslam et al, 2020 , Duan et al, 2021 , Guo et al, 2021 , Liao et al, 2021 ). Wang, Yuan, Wang (2021) investigate the financial contagion between oil and stock markets during the COVID-19 and show that the magnitude of financial contagion exceeds that during the 2008 financial crisis.…”