Introduction The COVID-19 pandemic has forever altered the landscape of global supply chains, leading to unprecedented challenges and port congestion that continue to ripple across industries. As businesses seek to recover and adapt to the post-pandemic reality, understanding the complexities of supply chain disruptions becomes imperative. From lab