“…In particular, China's dichotomous systems, namely a thriving market economy embedded within a larger socio‐cultural ideology of economic progress and social welfare driven by a powerful communist bureaucratic state apparatus have prompted many academics to write about guanxi (social networks) as a critical force for upward social mobility (see Bian, ; Bian, ; Bian & Ang, ; Bian & Huang, ). Or more recently, the literature documents the rise of social credit systems as means to reward and punish citizens' aspirations for social and economic mobility based on objectified ratings (Engelmann, Chen, Fischer, Kao, & Grossklags, ; Fourcade & Healy, ; Kostka, ). This article therefore examines the complex literature on social credit systems and guanxi networks and thereby points to sociological research, which studies the regulation of social behavior and networks in big data‐driven environments.…”