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Inefficiency in Animal Production: A Parametric Approach

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Efficiency Measures in the Agricultural Sector

Abstract

A stochastic frontier approach (SFA) was estimated for three types of farms using Frontier Software. The groups of farms were created using cluster analysis and SPSS Statistical package for the Social Sciences. The Frontier Program allowed the estimation of efficiency (model I) and inefficiency models (model II). The efficiency in Faial (Azores) island farms was higher than 82%, and the most important inefficiency variables were subsidies, equipment amortization and small dimension.

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References

  • Aigner D, Lovell C, Scmidt P (1977)Formulation and estimation of stochastic frontier production function models. J Econ 6(1):21–37

    Google Scholar 

  • Alvarez A, Gonzalez E (1999) Using cross-section data to adjust technical efficiency indexes estimated with panel data. Am J Econ 81:894–901

    Article  Google Scholar 

  • Battese G, Coelli T (1988) Prediction of firm-level technical efficiencies with a generalised frontier production function and panel data. J Econ 38:387–399

    Google Scholar 

  • Battese G, Coelli T (1992) Frontier production functions. Technical efficiency and panel data: with application to paddy farmers in India. J Product Anal 3:153–169

    Article  Google Scholar 

  • Battese G, Coelli T (1995) A model for technical inefficiency effects in a stochastic frontier production function for panel data. Empir Econ 20:325–332

    Article  Google Scholar 

  • Battese G, Sumiter B (1997) Functional forms of stochastic frontier production function and models for technical inefficiency effects: a comparative study for wheat farmers in Pakistan. J Product Anal 8:395–414

    Article  Google Scholar 

  • Brummer B (2001) Estimating confidence intervals for technical efficiency: the case of private farms in Slovenia. Eur Rev Agric Econ 28(3):285–306

    Article  Google Scholar 

  • Coelli T (1995) Recent developments in frontier modelling and efficiency measurement. Aust J Agric Econ 39:219–245

    Article  Google Scholar 

  • Coelli T (1996) A guide to FRONTIER Version 4.1: a computer program for stochastic frontier production and cost function estimation, CEPA Working paper no. 96/07. Department of Econometrics, University of New England, Armidale

    Google Scholar 

  • Daryanto H, Battese G, Fleming E (2002) Technical efficiencies of rice farmers under different irrigation systems and cropping seasons in West Java, University of New England, Asia Conference on Efficiency and Productivity Growth. Retrieved May 20, 2003 from http://www.sinica.edu.tw/~teps/A1-1.pdf

  • Franco F (2001) Eficiência Comparada Dos Serviços Hospitalares: O Método de Fronteira Estocástica, Tese de Mestrado, Universidade dos Açores

    Google Scholar 

  • Hallam D, Machado F (1996) Efficiency analysis with panel data – a study of Portuguese dairy farms. Eur Rev Agric Resour Econ 23(1):79–93

    Article  Google Scholar 

  • Hasnah Fleming E, Coelli T (2004) Assessing the performance of a nucleus estate and smallholder scheme for oil palm production in West Sumatra: a stochastic frontier analysis. Agric Syst 79(1):17–30

    Article  Google Scholar 

  • Kodde D, Palm F (1986) Wald criteria for jointly testing equality and inequality restrictions. Econometrica 54(5):1243–1248

    Article  Google Scholar 

  • Lawson L, Bruun J, Coelli T, Agger J, Lund M (2004) Relationships of efficiency to reproductive disorders in Danish milk production: a stochastic frontier analysis. J Dairy Sci 87:212–224

    Article  CAS  Google Scholar 

  • Meeusen W, van der Broeck J (1977) Efficiency estimation from Cobb-Douglas production functions with composed error. Int Econ Rev 18:435–444

    Google Scholar 

  • Munzir A, Heidhues F (2002) Towards a technically efficient production in rural aquaculture, case study at Lake Maninjau. Indonesia, International Symposium Sustaining Food Security and Managing Natural Resources in Southeast Asia – Challenges for the 21st Century, Chiang Mai, Tailândia. Retrieved July 21, 2003 from http://www.uni-hohenheim.de/symposium2002/pa_full/Full-Pap-S3B-3_Munzir.pdf

  • Pascoe S, Hassaszahed P, Anderson J, Korsbrekke K (2001) Economic versus physical input measures in the analysis of technical efficiency in fisheries, XII Conference of the European Association of Fisheries Economists, Italia. http://www.eafe-fish.org/conferences/salerno/papers/paper04_seanpaschoe .doc. 2003-04-25

    Google Scholar 

  • Puig-Junoy J, Argilés J (2000) Measuring and explaining farm inefficiency in a panel data set of mixed farms, Universidade Pompeu Fabra, Espanha. Retrieved March 21, 2003 from http://www.econ.upf.es/deehome/what/wpapers/postscripts/503.pdf

  • Reinhard S, Lovell K, Thijssen G (1999) Econometric estimation of technical and environmental efficiency: an application to Dutch dairy farm. Am J Agric Econ 81:44–60

    Article  Google Scholar 

  • Reinhard S, Lovell K, Thijssen G (2000) Environmental efficiency with multiple environmentally detrimental variable: estimated SFA e DEA. Eur J Oper Res 121:287–303

    Article  Google Scholar 

  • Tauer L, Mishra A (2006) Dairy farm cost efficiency. J Dairy Sci 89:4937–4943

    Article  CAS  Google Scholar 

  • Torres J, Basch M, Vergara S (2002) Eficiência Técnica Y Escalas de Operación en Pesca Pelágica: Un Análisis de fronteras estocásticas, Universidade do Chile. Retrieved April 21, 2003 from http://www.ilades.cl/economia/Publicaciones/ser_inv/inv137.pdf

  • Venâncio F, Silva E (2004) A Eficiência de Explorações Agro-pecuárias dos Açores: uma abordagem paramétrica, Actas XIV Jornadas Luso – Espanholas de Gestão Científica

    Google Scholar 

  • Webster R, Kennedy S, Johnson L (1998) Comparing techniques for measuring the efficiency and productivity of Australian private hospitals, Working papers (98/3) in econometrics and applied statistics, Australian Bureau of Statistics. Retrieved May 09, 2003 from http://www.abs.gov.au/websitedbs/D3110122.NSF/0/31f3a2cdb3dbbf85ca25671b001f1910/$FILE/13510_Nov98.pdf

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Correspondence to Emiliana Silva .

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Silva, E., Venâncio, F. (2013). Inefficiency in Animal Production: A Parametric Approach. In: Mendes, A., L. D. G. Soares da Silva, E., Azevedo Santos, J. (eds) Efficiency Measures in the Agricultural Sector. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-5739-4_8

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