...Usman Sufi; Arshad Hasan; Khaled Hussainey Purpose The purpose of this study is to test whether the prediction of firm performance can be enhanced by incorporating nonfinancial disclosures, such as narrative disclosure tone and corporate governance indicators, into financial predictive models...