The rural pension system, co-financed by rural residents' contributions and government subsidies, is a remarkable institutional innovation in China. To better understand the establishment and policy design of this system, this article studies the local experimentation of (partly) government-funded
new rural pension schemes prior to the national policy guideline issued in 2009. The focus is on the role of social learning as a crucial driving force in this process. Through a process tracing based on in-depth interviews in Daxing of Beijing and Baoji of Shaanxi Province, this article illustrates
how local governments struggled to find suitable financing models for rural pensions, and relied primarily on hands-on experimentation and experiences. During the mobilization of participation in the schemes, the repeated and constant interactions between local officials and rural residents
promoted a form of mutual learning that contributed to local policy adaptation and rural residents' internalization of the value and basic rules of contributory pension provision. The local experience had a cumulative impact on the ideational reorientation of the central officials regarding
the state's financial role in provision. Specifically, the financing model in Baoji created new options that facilitated the reconciliation of a set of different concerns and objectives at the centre, notably fiscal affordability, wide coverage, and modest managerial burden, which, this article
argues, was the major reason for the incorporation of this model into the national policy. The article concludes by discussing the implications of the establishment of the rural pension system and its provisions on rural state-society relations in China.