The COVID-19 pandemic has brought about financial challenges for many institutions and industries around the world. In particular, the source and type of funding have become a crucial factor in determining how businesses and banks weathered through the crisis. During this time, banks and companies that relied heavily on non-bank sources of funding faced more stress