sample selection, alternative measures of bank efficiency and risk, alternative estimation methods, and omitted variable … rise in non-interest income efficiency. In reference to risk management, online channel adoption weakens the loan quality …Online banking has become an important distribution channel for commercial banks. We construct a bank …