Frontier models for evaluating environmental efficiency: an overview
AbstractThe measurement of environmental efficiency and the identification of its determinants are important in order to evaluate existing environmental policies and design new policies. Since the end of the 1980s, a large and growing literature has developed on the application of frontier techniques - particularly Data Envelopment Analysis (DEA) and Stochastic Frontier Analysis (SFA) - to measuring environmental efficiency. We provide a brief introduction to this literature, highlighting the main approaches used and draw attention to some recent developments which provide openings for future research.
Asmild, M. and J.L. Hougaard (2006) Economic versus environmental improvement potentials of Danish pig farms, Agricultural Economics, 35, 171–181.
Battese, G.E. and Coelli, T.J. (1995) A model for technical inefficiency effects in a stochastic frontier production function for panel data, Empirical Economics, 20, 325–332.
Callens, I. and Tyteca, D. (1999) Towards indicators of sustainable development for firms: A productive efficiency perspective, Ecological Economics, 28, 41–53.
Chambers, R.G. and Quiggin, J. (2000) Uncertainty, production, choice, and agency, Cambridge: Cambridge University Press.
Coelli, T., Lauwers, L. and Huylenbroeck, G.V. (2007) Environmental efficiency measurement and the materials balance condition, Journal of Productivity Analysis, 28, 3-12.
Dyckhoff, H. and Allen, K. (2001) Measuring ecological efficiency with data envelopment analysis (DEA), European Journal of Operational Research, 132, 312-325.
European Commission (2013) CAP Reform – an explanation of the main elements. European Commission, Brussels. http://ec.europa.eu/agriculture/cap-post-2013/index_en.htm.
Färe, R., Grosskopf, S., Lovell, C.A.K. and Pasurka, C. (1989) Multilateral productivity comparisons when some outputs are undesirable: A nonparametric approach, Review of Economics and Statistics, 71, 90-98.
Fried, H., Lovell, C.A.K. and Schmidt, S. (2008) The Measurement of Productive Efficiency and Productivity Growth, Oxford University Press, Oxford.
Galdeano-Gómez, E., Céspedes-Lorente, J., Rodríguez-Rodríguez, M. (2006) Productivity and environmental performance in marketing cooperatives: an analysis of the Spanish horticultural sector, Journal of Agricultural Economics, 57(3), 479–500.
Guesmi, B. and Serra, T. (2013) Technical and environmental efficiency of Catalan arable crop farms, Paper presented at XIII European Workshop on Efficiency and Productivity Analysis, Helsinki, June 2013.
Hailu A. and Veeman, T.S. (2001) Non-parametric productivity analysis with undesirable outputs: An application to the Canadian pulp and paper industry, American Journal of Agricultural Economics, 83, 605-616.
Hoang, V.-N. and Alauddin, M. (2012) Input-orientated Data Envelopment Analysis framework for measuring and decomposing economic, environmental and ecological efficiency: an application to OECD agriculture, Environmental and Resource Economics, 51, 431–452.
Hoang, V.-N. and Coelli, T. (2011) Measurement of agricultural total factor productivity growth incorporating environmental factors: a nutrients balance approach, Journal of Environmental Economics and Management, 62 (3), 462-474
Hoang, V.-N. and Rao, D.S.P. (2010) Measuring and decomposing sustainable efficiency in agricultural production: a cumulative exergy balance approach, Ecological Economics, 69(9), 1765–1776.
Hoang, V.-N. and Nguyen, T.T. (2013) Analysis of environmental efficiency variations: a nutrient balance approach, Ecological Economics, 86, 37–46.
Kortelainen, M. (2008) Dynamic environmental performance analysis: a Malmquist index approach, Ecological Economics, 64(4), 701–715
Kuosmanen, T. and Kortelainen, M. (2005) Measuring eco-efficiency of production with data envelopment analysis, Journal of Industrial Ecology, 9(4), 59-72.
Kuosmanen, N. and Kuosmanen, T. (2013) Modeling cumulative effects of nutrient surpluses in agriculture: a dynamic approach to material balance accounting, Ecological Economics, 90, 159–167.
Lauwers, L. (2009) Justifying the incorporation of the materials balance principle into frontier-based eco-efficiency models, Ecological Economics, 68, 1605–1614.
Mohammadi, A., Rafiee, S., Jafari, A., Dalgaard, T., Trydeman Knudsen, M., Keyhani, A., Mousavi-Avval, S.H., Hermansen, J.E., (2013) Potential greenhouse gas emission reductions in soybean farming: a combined use of Life Cycle Assessment and Data Envelopment Analysis, Journal of Cleaner Production 54, 89-100
OECD (1998) Eco-Efficiency, Organization for Economic Co-operation and Development, OECD, Paris.
OECD (2008) Environmental performance of agriculture in OECD countries since 1990. Paris. http://www.oecd.org/greengrowth/sustainable-agriculture/44254899.pdf
Oude Lansink, A. and Silva, E. (2003) CO2 and energy efficiency of different heating technologies in the Dutch glasshouse industry, Environmental and Resource Economics 24, 395-407.
Pérez-Urdiales, M., Oude Lansink, A. and Wall, A. (2013) Eco-efficiency among dairy farmers: the importance of socioeconomic characteristics and farmer attitudes, Paper presented at XIII European Workshop on Efficiency and Productivity Analysis, Helsinki, June 2013.
Picazo-Tadeo, A. J., Beltran-Esteve, M. and Gomez-Limon, J. (2012) Assessing eco-efficiency with directional distance functions, European Journal of Operational Research, 220, 798-809.
Picazo-Tadeo, A., Reig-Martínez, E. and Gómez-Limón, J. (2011) Assessing farming eco-efficiency: A data envelopment analysis approach, Journal of Environmental Management, 92(4), 1154-1164.
Piot-Lepetit I. and Le Moing, M. (2007) Productivity and environmental regulation: the effect of the nitrates directive in the French pig sector, Environmental and Resource Economics, 38, 433-46
Reinhard, S. and Thijssen, G. (2000) Nitrogen efficiency of Dutch dairy farms: a shadow cost system approach, European Review of Agricultural Economics, 27 (2), 167–186.
Reinhard, S., Lovell, C.A.K. and Thijssen, G.J. (1999) Econometric estimation of technical and environmental efficiency: an application to Dutch dairy farms, American Journal of Agricultural Economics, 81, 44-60.
Reinhard, S., Lovell, C.A.K. and Thijssen, G.J. (2000) Environmental efficiency with multiple environmentally detrimental variables: estimated with SFA and DEA, European Journal of Operational Research, 121, 287–303.
Reinhard, S., Lovell, C.A.K. and Thijssen, G.J. (2002) Analysis of environmental efficiency variation, American Journal of Agricultural Economics, 84, 1054-1065.
Scheel, H. (2001) Undesirable outputs in efficiency valuations, European Journal of Operational Research, 132, 400–410.
Schmidheiney, S. (1993) Changing course: a global business perspective on development and the environment, Technical report, MIT Press, Cambridge, MA.
Serra, T., Chambers, R. and Oude Lansink, A. (2014) Measuring technical and environmental efficiency in a state-contingent technology, European Journal of Operational Research (forthcoming).
Shaik, S., Helmers, G.A. and Langemeier, M.R. (2002) Direct and indirect shadow price and cost estimates of nitrogen pollution abatement, Journal of Agricultural and Resource Economics, 27, 420–432.
Skevas, T., Oude Lansink, A. and Stefanou, S.E. (2012) Measuring technical efficiency in the presence of pesticide spillovers and production uncertainty: the case of Dutch arable farms, European Journal of Operational Research, 223, 550-559.
Simar, L. and Wilson, P. (2007) Estimation and inference in two-stage, semiparametric models of production processes, Journal of Econometrics, 136, 31-64.
Tyteca, D. (1996) On the measurement of the environmental performance of firms — a literature review and a productive efficiency perspective, Journal of Environmental Management, 46, 281–308.
Tyteca, D. (1997) Linear programming models for the measurement of environmental performance of firms-concepts and empirical results, Journal of Productivity Analysis, 8, 183–197.
Zhou P., Ang B.W. and Poh, K.L. (2008) A survey of data envelopment analysis in energy and environmental studies, European Journal of Operational Research, 189, 1-18.
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