Non-performing loans (NPLs) are a crucial issue for financial institutions globally. These are loans where the debtor has defaulted to make scheduled repayments for a predetermined period, typically 90 days or more . A surge in NPLs can indicate broader downturns and present a danger to the health of the financial sector. Understanding the origins