|
Authors
Info
S. Wu1, Y. Zhang1
and Y. Quan2*
1College of
Economics and Management, Shandong University of Science and Technology,
Qingdao, 266 590, China
2College of
Humanities and Law, Shandong University of Science and Technology, Qingdao,
266 590, China
*Corresponding
Author Email :
everwsj@163.com
|
Abstract
Aim: The present study
aimed to solve the problems that the production efficiency of national modern
development area, and the influence of environment effect on agricultural
production efficiency.
Methodology: Based on the
input-output data of 51 modern agricultural demonstration zones in Shandong
Province in 2015, a three-stage DEA model was used for study. In the first
stage, the traditional efficiencies were calculated depended on the original
inputs and outputs, and input slacks were evaluated. In the second stage, the
impacts of external environment and statistic noise were removed by SFA
model, and inputs were adjusted. At last, the third stage efficiencies were
calculated depended on the result of SFA model. ?
Results: The results show
that under the influence of environment effect and random error factors, the
agricultural production efficiency measured before and after the adjustment
of input factors had changed obviously. Farmers' income level, urbanization
level, financial support level and rural informatization level have
significant influence on the input factor redundancy. Compared with the
results of the first and third stage DEA model, the average technical
efficiency of demonstration zone increased from 0.79 to 0. 83, the average
pure technical efficiency increased from 0.90 to 0.91, and the average SE
increased from 0.88 to 0.90. ?
Interpretation: According to the
best conditions to improve the efficiency of agricultural production, the
demonstration zones should combine their own characteristics and
policy-driven force, make rational allocation of agricultural production
factors, improve the level of agricultural technology, promote the reform of
production methods, and optimize the development environment.
Key words: Agricultural production efficiency, Environment effect,
Modern agricultural demonstration zone, Three-stage DEA
|