“…The key literatures regarding risk and resilience assessment of pandemic impacts are mainly associated with the effects of a pandemic on seaport transportation and the maritime supply chain. Similarly, the effects of the Covid-19 pandemic have mainly been considered the seaborne trade (e.g., Chua et al, 2022 ; Xu et al, 2021a ), port and sea transport (e.g., Mack et al, 2021 ; Narasimha et al, 2021 ), and supply chains (e.g., Lahyani et al, 2021 ; Lopes et al, 2022 ; Ozdemir et al, 2022 ). In this case, ports have experienced significant changes to normal operating environments due to the Covid-19 pandemic ( UNCTAD, 2022 ).…”