Non-performing loans (NPLs) signify a crucial concern for lenders globally. These are loans where the borrower has failed to meet scheduled payments for a given period, typically 90 days or more . A increase in NPLs can point to broader downturns and create a threat to the health of the banking system . Understanding the causes of NPLs, like borrow