For NPLs, we use problem loans as defined as substandard, doubtful and loss under the 5-tier classification system,12 which was unanimously adopted by Chinese banks in 2004. The non-performing assets ratio (NPL ratio) is calculated as the amount of non-performing loans over total loans.