Economic efficiency analysis of the Spanish olive industry
Submitted: 2024-02-25
|Accepted: 2024-09-10
|Published: 2025-06-16
Copyright (c) 2025 Fernando Vidal, Inmaculada Marqués, Francisco Javier Ribal, Jesús Tadeo Pastor

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
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Keywords:
olive oil, Data Envelopment Analysis, efficiency, olive oil industry, company size
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Abstract:
The work addresses an economic efficiency analysis of the Spanish olive industry and the factors that can influence it. The analysis has been carried out applying the non-parametric methodology of Data Envelopment Analysis (DEA). The sample is made of a total of 429 olive oil companies that appear in the SABI database in 2021. The inputs used have been: Staff costs, Supplies and Fixed Assets, while Sales have been considered as the only output. The later non-parametric statistical tests has shown significant differences only by company size. The work addresses an economic efficiency analysis of the Spanish olive industry to determine the factors that can influence it. The analysis has been carried out applying the non-parametric methodology of Data Envelopment Analysis (DEA).
References:
Amores, A.F. (2006). Estudio de la eficiencia del olivar andaluz mediante técnicas de análisis envolvente aplicadas a la nueva Política Agraria Comunitaria. Málaga: Analistas Económicos de Andalucía.
Aparicio, J., Monge, J.F., Ortiz, L. & Pastor, J.T. (2016). “Changes in productivity in the virgin olive oil sector: An application to Protected Designations of Origin in Spain”. Spanish Journal of Agricultural Research, 14(3), e0104. https://doi.org/10.5424/sjar/2016143-9433
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. https://doi.org/10.1287/mnsc.30.9.1078
Bernal, E., Mozas, A., Fernández, D. & Medina, M.J. (2017). “Determining factors for economic efficiency in the organic olive oil sector”. Sustainability, 9(5), 784. https://doi.org/10.3390/su9050784
Bernal, E., Mozas, A., Medina, M.J. & Fernández, D. (2018). “Evaluation of corporate websites and their influence on the performance of olive oil companies”. Sustainability, 10(4), 1274. https://doi.org/10.3390/su10041274
Briec, W. (1997). “A graph-type extension of Farrell technical measure”. Journal of Productivity Analysis, 8, 95-110. https://doi.org/10.1023/A:1007728515733
Chambers, R.G., Chung, Y. & Färe, R. (1996). “Benefit and distance functions”. Journal of Economic Theory, 70(2), 407-419. https://doi.org/10.1006/jeth.1996.0096
Chambers, R.G., Chung, Y. & Färe, R. (1998). “Profit, directional distance functions, and Nerlovian efficiency”. Journal of Optimization Theory and Applications, 98, 351-364. https://doi.org/10.1023/A:1022637501082
Charnes, A., Cooper, W.W. & Rhodes, E. (1978). “Measuring the efficiency of decision making units”. European Journal of Operational Research, 2(6), 429-444. https://doi.org/10.1016/0377-2217(78)90138-8
Charnes, A., Cooper, W.W., Seiford, L. & Stutz, J. (1982). “A multiplicative model for efficiency analysis”. Socio-Economic Planning Sciences, 16(5), 223-224. https://doi.org/10.1016/0038-0121(82)90029-5
Charnes, A., Cooper, W.W., Seiford, L. & Stutz, J. (1983). “Invariant multiplicative efficiency and piecewise Cobb-Douglas envelopments”. Operations Research Letters, 2(3), 101-103. https://doi.org/10.1016/0167-6377(83)90014-7
Charnes, A., Cooper, W.W., Golany, B., Seiford, L. & Stutz, J. (1985). “Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions”. Journal of Econometrics, 30(1-2), 91-107. https://doi.org/10.1016/0304-4076(85)90133-2
Cooper, W.W., Park, K.S. & Pastor J.T. (1999). “RAM: A Range Adjusted Measure of inefficiency for use with additive models, and relations to other models and measures in DEA”. Journal of Productivity Analysis, 11, 5-42. https://doi.org/10.1023/A:1007701304281
Cooper, W.W., Pastor, J.T., Borras, F., Aparicio, J. & Pastor, D. (2011). “BAM: a bounded adjusted measure of efficiency for use with bounded additive models”. Journal of Productivity Analysis, 35, 85-94. https://doi.org/10.1007/s11123-010-0190-2
Damas, E. & Romero, C. (1997). “Análisis no paramétrico de la eficiencia relativa de las almazaras cooperativas en la provincia de Jaén durante el período 1975-1993”. Economía Agraria, 180(2), 279-304. https://www.mapa.gob.es/ministerio/pags/biblioteca/revistas/pdf_reea/r180_09.pdf
Dinno, A. (2015). “Nonparametric pairwise multiple comparisons in independent groups using Dunn’s test”. The Stata Journal, 15(1), 292-300. https://doi.org/10.1177/1536867X1501500117
Dios-Palomares, de Haro-Jiménez, T.R., & Martínez-Paz, J. (2006). Eficiencia técnica en el sector oleícola. Un nuevo método con factores ambientales. Obtenido de: Centro de Estudios Andaluces, Consejería de la Presidencia. https://www.centrodeestudiosandaluces.es/publicaciones/eficiencia-tecnica-en-el-sectoroleicola-un-nuevo-metodo-con-factores-ambientales
Dios-Palomares, R. & Martínez-Paz J.M. (2011). “Technical, quality and environmental efficiency of the olive oil industry”. Food Policy, 36(4), 526-534. https://doi.org/10.1016/j.foodpol.2011.04.001
Fernández, D., Mozas, A., Bernal, E. & Medina, M.J. (2016). “Uso y eficiencia de la social media. Un análisis desde la economía social”. CIRIEC-España, Revista de Economía Pública, Social y Cooperativa, 88, 5-27. https://doi.org/10.7203/CIRIEC-E.88.8974
Kassambara, A. (2023). rstatix: Pipe-Friendly Framework for Basic Statistical Tests. R package version 0.7.2. Obtenido de: https://CRAN.R-project.org/package=rstatix
Lovell, C.A.K. & Pastor, J.T. (1995). “Units invariant and translation invariant DEA models”. Operations Research Letters, 18, 147-151. https://doi.org/10.1016/0167-6377(95)00044-5
MAPA. (2024a). Producciones Agrícolas. Aceite de Oliva. Obtenido de: Ministerio de Agricultura, Pesca y Alimentación. https://www.mapa.gob.es/es/agricultura/temas/producciones-agricolas/aceite-oliva-y-aceituna-mesa/aceite.aspx
MAPA. (2024b). Denominaciones de Origen e Indicaciones Geográficas Protegidas. Obtenido de: Ministerio de Agricultura, Pesca y Alimentación. https://www.mapa.gob.es/es/alimentacion/temas/calidad-diferenciada/dop-igp/
MAPA. (2024c). Índices y Precios Percibidos Agrarios. Obtenido de: Ministerio de Agricultura, Pesca y Alimentación. https://www.mapa.gob.es/es/estadistica/temas/estadisticas-agrarias/economia/precios-percibidos-pagados-salarios/precios-percibidos-por-los-agricultores-y-ganaderos/default.aspx
Medina, M.J., Bernal, E., Mozas, A., Moral, E. & Fernández, D. (2015). “Efficiency of organic farming companies that operate in an online environment”. Custos e @gronegocio on line, 11(4), 264-289. http://www.custoseagronegocioonline.com.br/numero4v11/12%20farming%20english.pdf
Millán, J. (1986). Eficiencia, dimensión y crecimiento de las cooperativas olivareras de Jaén. Obtenido de: Universidad de Córdoba. https://dialnet.unirioja.es/servlet/tesis?codigo=107293
Montegut, Y., Sabaté, P. & Clop, M.M. (2002). “Análisis de la eficiencia del asociacionismo cooperativo en la DO Garrigues, Lleida”. Investigación Agraria. Serie Producción y Protección Vegetales, 17(3), 441-456. https://dialnet.unirioja.es/servlet/articulo?codigo=283652
Ministerio de Industria, Comercio y Turismo. (2023). Portal IPYME. Obtenido de: Dirección General de Industria y de la Pequeña y Mediana Empresa. https://ipyme.org/es-es/queespyme/Paginas/concepto.aspx
Pastor, J.T., Aparicio, J., Alcaraz, J., Borrás, F. & Vidal, F. (2018). “Bounded directional distance function models”. Central European Journal of Operational Research, 26, 985-1004. https://doi.org/10.1007/s10100-018-0562-7
Pastor, J.T., Lovell, C.A.K. & Aparicio, J. (2020). “Defining a new graph inefficiency measure for the proportional distance function and introducing a new Malmquist Productivity Index”. European Journal of Operational Research, 281(1), 222-230. https://doi.org/10.1016/j.ejor.2019.08.021
Vidal, F., Pastor, J.T., Aparicio, J. & Pastor, D. (2014). “Las Denominaciones de Origen de aceite de oliva virgen en España. Un análisis de su eficiencia técnica”. ITEA-Información Técnica Económica Agraria, 110(2), 208-222. https://doi.org/10.12706/itea.2014.013



