Based on the data of Hengyang City and other 13 cities in Hunan Province from 1995 to 2016,this paper uses DEA Malmquist index method to calculate the TFP value of agricultural productive service industry in Hengyang City in the past 21 years,and decomposes,compares and analyzes it.The results show that:firstly,the efficiency of agricultural productive service industry in Hengyang City is in the trend of moderate growth and higher than the average level of Hunan Province;secondly,the improvement of the comprehensive efficiency of agricultural productive service industry in Hengyang City is mai...