Yueqing explores new model of medical insurance fund management and introduces the new policy of “healthcare nurse credit system construction”. The paper summarizes the pilot work of establishing a credit system for healthcare nurses in Yueqing, Wenzhou, expounds the role of healthcare nurse credit system in the supervision of medical insurance funds as well as preliminary achievements achieved, and gives suggestions to provide references for refinement of healthcare nurse credit system construction and modernization of medical insurance governance.