The measurement of energy performance
ADEME (the French national environmental and energy agency) develops tools in order to measure farm energy performance. The actual measurement is based on the total amount of energy consumed by farmers. The main objective of this paper is to propose an alternative method that can be used in order to improve this measurement. The alternative method that we propose is based on Data Envelopment Analysis (DEA) models. Following the procedure adopted in a cost framework by Farrell (1957) and developed by Färe et al. (1985), we propose to decompose an overall energy performance measurement into two components, namely technical and allocative performances. In order to do this, we replace prices by energy content of inputs. We show that this decomposition can considerably help policy makers to design accurate energy policies. The presence of uncertainty on data, and more particularly on energy content of inputs, leads us to recommend exploiting the methodology proposed by Camanho and Dyson (2005) in order to produce more robust results. Thus, this methodology allows deriving both upper and lower bounds for the performance measurements. A year 2007 database of French farms specialized in crops is used for empirical illustration.
|Date of creation:||Apr 2012|
|Date of revision:|
|Contact details of provider:|| Web page: http://www.aes.ac.uk/|
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- Daraio, Cinzia & Simar, Leopold, 2006. "A robust nonparametric approach to evaluate and explain the performance of mutual funds," European Journal of Operational Research, Elsevier, vol. 175(1), pages 516-542, November.
- Thompson, Russell G. & Langemeier, Larry N. & Lee, Chih-Tah & Lee, Euntaik & Thrall, Robert M., 1990. "The role of multiplier bounds in efficiency analysis with application to Kansas farming," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 93-108.
- Karkacier, Osman & Gokalp Goktolga, Z. & Cicek, Adnan, 2006. "A regression analysis of the effect of energy use in agriculture," Energy Policy, Elsevier, vol. 34(18), pages 3796-3800, December.
- Hoang, Viet-Ngu & Rao, D.S. Prasada, 2010. "Measuring and decomposing sustainable efficiency in agricultural production: A cumulative exergy balance approach," Ecological Economics, Elsevier, vol. 69(9), pages 1765-1776, July.
- Cazals, Catherine & Florens, Jean-Pierre & Simar, Leopold, 2002. "Nonparametric frontier estimation: a robust approach," Journal of Econometrics, Elsevier, vol. 106(1), pages 1-25, January.
- Dincer, Ibrahim, 2002. "The role of exergy in energy policy making," Energy Policy, Elsevier, vol. 30(2), pages 137-149, January.
- Zhou, P. & Ang, B.W. & Poh, K.L., 2008. "A survey of data envelopment analysis in energy and environmental studies," European Journal of Operational Research, Elsevier, vol. 189(1), pages 1-18, August.
- Léopold Simar, 2003. "Detecting Outliers in Frontier Models: A Simple Approach," Journal of Productivity Analysis, Springer, vol. 20(3), pages 391-424, November.
- Cleveland, Cutler J., 1995. "Resource degradation, technical change, and the productivity of energy use in U.S. agriculture," Ecological Economics, Elsevier, vol. 13(3), pages 185-201, June.
- Kuosmanen, Timo & Post, Thierry, 2001. "Measuring economic efficiency with incomplete price information: With an application to European commercial banks," European Journal of Operational Research, Elsevier, vol. 134(1), pages 43-58, October.
- Wilson, Paul W, 1993. "Detecting Outliers in Deterministic Nonparametric Frontier Models with Multiple Outputs," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(3), pages 319-23, July.
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