“…One example is the COVID-19 pandemic, which has recently threatened global and intertwined supply networks ( Ivanov, 2020 ; Ivanov and Dolgui, 2020a ). The vulnerability of SCs to disruptions has grown over the last decades due to intensified collaboration and a stronger focus on SC efficiency ( Kamalahmadi and Parast, 2016 ; Papadopoulos et al, 2017 ; Stecke and Kumar, 2009 ) and the effects of disruptions no longer only affect individual members but tend to spread across the entire network, a phenomenon known as the ripple effect ( Dolgui et al, 2018 , Dolgui et al, 2020b ; Ivanov, 2018a ; Pavlov et al, 2019 ). In response, SCs are investing in increasing SC resilience by developing capabilities such as redundancy, multi-sourcing, collaboration, and inventory or capacity flexibility, which promise to better protect SCs against unforeseen disruptions ( Ivanov, 2018a ; Tukamuhabwa et al, 2015 ).…”