Abstract:s: Eco-industrial chain is an effective carrier for the development of circular economy in swine industry, and swine farmers and growers are important stakeholders of the eco-industrial chain in swine industry, thus their willingness to cooperate plays an important role in maintaining the stable development of the whole industry chain. Based on the field survey data of 348 swine farmers in 6 provinces (municipalities) ,from four constructs departure of swine farmers’ individual characteristics, swine farms’ operating characteristics , the existing state of cooperation and the external environment characteristics , an empirical research was conducted using Stata12.0.The results show that the satisfaction of cooperation, monthly income of the farms and policy incentives have significant impact on swine farmers’ willingness to cooperate ; The influencing mechanism of several factors ,such as farming scale, cooperation contract relationship and cooperation expectations affecting swine farmers’ different willingness to cooperate is relatively complex. Based on this, suggestions were proposed from the three angles of increasing investment in human capital, improving the organization degree, enhancing support for the new agricultural business entities.