Micro and Macro Determinants of Non-performing Loan

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Macroeconomic and Institutional Determinants of Non-performing Loans (2015, background): “The first model in column 1 presents only effects of macroeconomic indicators on level of NPLs.”
The Impact of Green Lending on Credit Risk in China (2018, background): “The NPL ratio has been found to be a good predictor of lenders’ risk by a number of studies that also analyzed the economic and institutional impact on the NPL ratio [46,47].”
Banking-industry specific and regional economic determinants of non-performing loans: Evidence from US states (2015, background): “Using bank-level data, Klein (2013) investigates NPLs in 16 Central, Eastern and South-Eastern European nations, and find both bank-specific as well as macroeconomic factors to influence NPLs. Skarica (2014) uses quarterly data from 2007 to 2012 for 7 Central and East European countries, to explore ”
The Impact of Non-performing Loans on Bank Lending Behavior: Evidence from the Italian Banking Sector (2015, background): “Messai and Jouini (2013) study the determinants of non-performing loans in Spanish, Italian and Greek banks, and find that problem loans increase when the unemployment rate and the real interest rate rise, and decrease when the GDP growth rate and profitability of bank’s assets fall.”