Females’ participation in non-farm employment contributes prominently to social progress. Based on the data of 1674 rural females and 1656 urban females in China, this paper evaluates the effects of internet access and four specific online activities (online interaction, online service, online learning, and online entertainment) on females’ non-farm employment using the endogenous switching…