Business associations in authoritarian regimes behave systematically different from their counterparts in democratic regimes. Using a unique dataset of Chinese private firms, this paper examines the impacts of joining the most prominent business association in China, the All-China Federation of Industry and Commerce (ACFIC) which was initiated and strongly controlled by the government. We find that ACFIC members have much higher chances to obtain formal political identities, that is, the deputy