Macroeconomic determinants of Polish banks’ loan losses – results of a panel data study

Abstract

The paper investigates the links between business cycle variables and loan losses of Polish commercial banks. A panel approach was chosen in order to make maximum use of available supervisory data, and to capture the impact of bank profile on loan losses. Loan losses are proxied by the flow of loan loss provisions. We find a significant influence of real GDP growth, changes in real interest rate, and labour market variables such as changes in unemployment rate. Due to the high share of FX loans to households, the influence of exchange rate is also examined, but the results are inconclusive. The differences in loan losses between banks can be attributed to differences in business profile, described by classification of banks into “strategic groups”, as well as the structure of loan portfolio. The paper concludes with an example of a stress testing exercise conducted using scenarios generated through the National Bank of Poland’s macroeconomic model.credit risk, banks, Poland, panel data, stress tests