The quality of agricultural products should be regulated and guided by the industrial association consisting of various links of agricultural production chain. The government has to purchase the regulatory services from agricultural associations. In the production of dairy products in China, the improper government intervention has been in violation of the socialist market economic law, resulting in damage to the node enterprises on the dairy production chain. Therefore, it is necessary to establish the agricultural associations to ensure the quality of agricultural products.