Open AccessAnalysis of nonparametric methods for assessing the comparative efficiency of agro-industrial enterprises
Author(s) -
И В Ковалев,
N V Zenutkin,
A A Voroshilova,
N. A. Testoyedov,
E. N. Golovenkin,
A. K. Shatrov
Publication year - 2021
Publication title -
iop conference series. earth and environmental science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.179
H-Index - 26
eISSN - 1755-1307
pISSN - 1755-1315
DOI - 10.1088/1755-1315/839/2/022097
Subject(s) - data envelopment analysis , nonparametric statistics , productivity , index (typography) , comparative advantage , computer science , agriculture , preference , operations research , industrial organization , econometrics , environmental economics , business , economics , statistics , mathematics , geography , archaeology , world wide web , international trade , macroeconomics
The paper presents an analysis of nonparametric methods for assessing the comparative efficiency of agro-industrial enterprises. The authors analyzed Data Envelopment Analysis, Free Disposal Hull Analysis and Productivity Index. The most important characteristics of the models are highlighted, which are used to compare the methods. The preference was given to the DEA method, since the other described methods and their modifications do not allow taking into account the factors influencing the efficiency of agricultural enterprises. In particular, the factor of the territorial location of the enterprise. But it is the climatic zone of the location of the enterprise that has a significant impact on the efficiency of agricultural activities. When implementing the assessment method, it is necessary to take into account the fact that climatic conditions, depending on the geographical location, are always different.