“…Non-interest Income, Profit, and Risk Efficiencies mission and fee income does not have a significant impact on profit efficiency, it has a negative and significant effect on risk efficiency, suggesting that for commercial banks in China, business that generates commission and fee income increases risk. In former studies, DeYoung and Roland (2001), DeYoung and Rice (2004), Stiroh and Rumble (2006), Hidayat et al (2012), andPennathur et al (2012) also find an inverse relationship between non-interest income and risk.…”