on research-related face-to-face reference questions. Design/methodology/approach Two statistical methods are used …-term and long-term impact brought by chat reference. Findings This study finds that the usage volume of the traditional face-to-face … reference is significantly affected by chat reference in its first service year. The long-term analysis suggests that chat …