APPLYING A NON-PARAMETRIC EFFICIENCY ANALYSIS TO EVALUATE FARM ECONOMIC VIABILITY
Abstract
The aim of this research is to investigate technical efficiency in different types of farming in Republic of Serbia and then to determine achieved level of farm economic viability. The research is based on FADN data from 2020 year. An input-oriented data envelopment analysis method with variable return to scale is used for calculating farm technical efficiency. One output and four input variables are used in the model. Research has shown that farm technical efficiency in Serbia is on relatively low level (0.346). This indicates that there are significant reserves for potentially input reduction, without output reducing. According to types of farming the most efficient farms are the ones involved in horticulture production (0.542), followed by granivores (0.458) and vineyards and fruits (0.433), while the least efficient are dairy production (0.292). It is noticeable that more intensive types of farming have better output-input ratio, which indicates that those farms reached higher economic viability level. Of course, farm economic viability is wider term and further research should be directed at one comprehensive farm economic viability analysis which would take into consideration other relevant productivity indicators as well as profitability, liquidity and stability indicators. Thereby, considering FADN base limitations that are particularly noticeable when calculate liquidity and stability indicators, is necessary to continuously work on data quality improvement and to make the whole system better.
References
Banker, R.D., Charnes, A., Cooper, W.W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science, 30 (9), 1078-1092.
Bojnec, Š., Latruffe, L. (2007). Measures of farm business efficiency. Industrial Management & Data Systems, 108 (2), 258-270.
Charnes, A., Cooper, W.W., Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2 (6), 429-444.
Coelli, T.J. (1996). A guide to DEAP version 2.1: A Data Envelopment Analysis (Computer) Program. Centre for Efficiency and Productivity Analysis, University of New England, Australia.
Coelli, T.J., Prasada Rao, D.S., O’Donnell, C.J., Battese, G.E. (2005). An introduction to efficiency and productivity analysis. Springer, New York, USA.
FADN Europe: https://ec.europa.eu/info/food-farming-fisheries/farming/facts-and-figures/farms-farming-and-innovation/structures-and-economics/economics/fadn_en (accessed: January, 2022).
Galluzzo, N. (2018). A non-parametric analysis of technical efficiency in Bulgarian farms using the FADN dataset. European Countryside, 10 (1), 58-73.
Hlavsa, T., Spicka, J., Stolbova, M., Hlouskova, Z. (2020). Statistical analysis of economic viability of farms operating in Czech areas facing natural constraints. Agric. Econ. – Czech, 66 (5): 193-202.
Latruffe L., Diazabakana A., Bockstaller C., Desjeux Y., Finn J., Kelly E., Ryan M., Uthes S. (2016). Measurement of sustainability in agriculture: a review of indicators. Studies in Agricultural Economics, 118 (3): 123-130.
Miljatović A., Vukoje V., Milić D. (2020). Proizvodno-ekonomski pokazatelji poslovanja poljoprivrednih gazdinstava Vojvodine. Agroekonomika, 49 (86): 13-22.
National Bank of Serbia: https://nbs.rs/en/drugi-nivo-navigacije/publikacije-i-istrazivanja/index.html (accessed: February, 2022).
Nowak, A., Kijek, T., Domańska, K. (2015). Technical efficiency and its determinants in the European Union agriculture. Agric. Econ. - Czech, 61 (6): 275-283.
Popović, R., Bojčevski, M., Čolić, S. (2020). Assessing the economic sustainability of Serbian farms based on FADN dataset. International Conference: “Sustainable agriculture and rural development in terms of the Republic of Serbia strategic goals realization within the Danube region“. Institute of Agricultural Economics, Belgrade, Republic of Serbia, 451-467.
Spicka J., Hlavsa T., Soukupova K., Stolbova M. (2019). Approaches to estimation the farm-level economic viability and sustainability in agriculture: A literature review. Agric. Econ. - Czech, 65 (6): 289-297.
Vukelić, N., Novković, N., Živković, J. (2015). Measuring efficiency of broiler farms in Vojvodina: DEA method. Journal on Processing and Energy in Agriculture, 19 (5): 273-275.