Many studies have explored the antecedents of corporate social performance (CSP), such as institutional forces and stakeholder pressures. However, few studies examine CSP from a socio‐cognitive perspective. To address this research void, this study adopts an attention‐based approach to examine the relationship between managers' attention to social issues and CSP. More important, this study reports that this relationship will be moderated by governance mechanisms that constrain managerial discretion. Using a sample of Chinese listed firms, this study provides empirical support for these arguments. Therefore, our study adds new insights to the literature addressing CSP from a socio‐cognitive perspective and speaks to the structural features, both inside and outside organizations, that guide managers' attention.