Cover your assets: non-performing loans and coverage ratios in Europe

We analyze the determinants of coverage ratios and their components (NPLs and loss loan reserves) in a large sample of European banks. We find that bank-specific factors, particularly credit risk variables (including forward-looking indicators) and capitalization, matter the most. Coverage ratios adjust insufficiently as asset quality deteriorates, except in high-NPL banks. Capitalization has a positive effect on coverage ratio, pointing to a complementarity between the two buffers. At the country level, specific macroprudential levers and developing NPL secondary markets enhance coverage ratios. Our findings emphasize the importance of micro oversight and call for more stringent macro policies in high-NPL countries.