Abstract This paper employs the Grounded Theory to refine the structural dimensions and its interaction model of Crowd Innovation Space (CIS), using the data that includes 23 managers from 22 CIS and performance appraisal policy texts from 14 provinces. From the angels of social cognition, social emotions and social evaluation, this paper elucidates the theoretical model. And based on the grounded theory research conclusion, we construct a development quality evaluation indicator system that contains 6 firstgrade indicators, 19 secondgrade indicators and 54 thirdgrade indicators. We want to scientifically evaluate the development quality of CIS from three scopes of management construction, ability cultivation and brand building. Eventually, this paper provides quite a few suggestions to develop and practice the development quality evaluation index system of CIS in three major areas: guiding principles, construction direction and differential configuration weights.