Input-Orientated Data Envelopment Analysis Framework for Measuring and Decomposing Economic, Environmental and Ecological Efficiency: An Application to OECD Agriculture

This paper presents an input-orientated data envelopment analysis (DEA) framework which allows the measurement and decomposition of economic, environmental and ecological efficiency levels in agricultural production across different countries. Economic, environmental and ecological optimisations search for optimal input combinations that minimise total costs, total amount of nutrients, and total amount of cumulative exergy contained in inputs respectively. The application of the framework to an agricultural dataset of 30 OECD countries revealed that (i) there was significant scope to make their agricultural production systems more environmentally and ecologically sustainable; (ii) the improvement in the environmental and ecological sustainability could be achieved by being more technically efficient and, even more significantly, by changing the input combinations; (iii) the rankings of sustainability varied significantly across OECD countries within frontier-based environmental and ecological efficiency measures and between frontier-based measures and indicators.

[1]  Mohammad Alauddin,et al.  Assessing the eco-environmental performance of agricultural production in OECD countries: the use of nitrogen flows and balance , 2010, Nutrient Cycling in Agroecosystems.

[2]  R. Färe,et al.  Benefit and Distance Functions , 1996 .

[3]  V. Smith,et al.  Eutrophication: impacts of excess nutrient inputs on freshwater, marine, and terrestrial ecosystems. , 1999, Environmental pollution.

[4]  C. O'Donnell Measuring and Decomposing Agricultural Productivity and Profitability Change , 2010 .

[5]  Viet‐Ngu Hoang Measuring and decomposing changes in agricultural productivity, nitrogen use efficiency and cumulative exergy efficiency: Application to OECD agriculture , 2011 .

[6]  Lawrence M. Seiford,et al.  Recent developments in dea : the mathematical programming approach to frontier analysis , 1990 .

[7]  D. Primont,et al.  Multi-Output Production and Duality: Theory and Applications , 1994 .

[8]  T. Coelli,et al.  Total Factor Productivity Growth in Agriculture: A Malmquist Index Analysis of 93 Countries, 1980-2000 * , 2003 .

[9]  Bhavik R Bakshi,et al.  Expanding exergy analysis to account for ecosystem products and services. , 2004, Environmental science & technology.

[10]  D. Rao,et al.  Measuring and decomposing sustainable efficiency in agricultural production: A cumulative exergy balance approach , 2010 .

[11]  Daniel Tyteca,et al.  Linear Programming Models for the Measurement of Environmental Performance of Firms—Concepts and Empirical Results , 1997 .

[12]  Olafur Arnalds,et al.  Soil erosion and land use policy in Iceland in relation to sheep grazing and government subsidies , 2003 .

[13]  Rolf Färe,et al.  Productivity and Undesirable Outputs: A Directional Distance Function Approach , 1995 .

[14]  Stijn Reinhard,et al.  Nitrogen Efficiency of Dutch Dairy Farms: A Shadow Cost System Approach , 2000 .

[15]  Mohammad Alauddin,et al.  Analysis of agricultural sustainability: A review of exergy methodologies and their application in OECD countries , 2011 .

[16]  Daniel Tyteca,et al.  On the Measurement of the Environmental Performance of Firms— A Literature Review and a Productive Efficiency Perspective , 1996 .

[17]  N. Georgescu-Roegen The Entropy Law and the Economic Process , 1973 .

[18]  C.A.K. Lovell,et al.  Multilateral Productivity Comparisons When Some Outputs are Undesirable: A Nonparametric Approach , 1989 .

[19]  Robert U. Ayres,et al.  Evidence of causality between the quantity and quality of energy consumption and economic growth , 2010 .

[20]  Aleksander Borejsza,et al.  Agricultural slope management and soil erosion at La Laguna, Tlaxcala, Mexico , 2008 .

[21]  Enrico Sciubba,et al.  Extended exergy accounting applied to energy recovery from waste: The concept of total recycling , 2003 .

[22]  Eila Turtola,et al.  Evaluating agri-environmental indicators (AEIs)—Use and limitations of international indicators at national level , 2007 .

[23]  Ludwig Lauwers,et al.  Environmental efficiency measurement and the materials balance condition , 2007 .

[24]  Ludwig Lauwers,et al.  Justifying the incorporation of the materials balance principle into frontier-based eco-efficiency models , 2009 .

[25]  Robert U. Ayres,et al.  Thermodynamics and process analysis for future economic scenarios , 1995, Environmental and Resource Economics.

[26]  M. Farrell The Measurement of Productive Efficiency , 1957 .

[27]  Guoqian Chen,et al.  Exergetic assessment for ecological economic system: Chinese agriculture , 2009 .

[28]  Holger Scheel,et al.  Undesirable outputs in efficiency valuations , 2001, Eur. J. Oper. Res..

[29]  Henry Jarrett,et al.  Environmental Quality in a Growing Economy: Essays from the Sixth RFF Forum , 2011 .

[30]  V. Tellarini,et al.  An input/output methodology to evaluate farms as sustainable agroecosystems: an application of indicators to farms in central Italy , 2000 .

[31]  H. Piorr,et al.  Environmental policy, agri-environmental indicators and landscape indicators , 2003 .

[32]  Timothy Coelli,et al.  An Introduction to Efficiency and Productivity Analysis , 1997 .

[33]  A. Charnes,et al.  Data Envelopment Analysis Theory, Methodology and Applications , 1995 .

[34]  Simone Bastianoni,et al.  Use of thermodynamic functions for expressing some relevant aspects of sustainability , 2005 .

[35]  J Dewulf,et al.  Cumulative exergy extraction from the natural environment (CEENE): a comprehensive life cycle impact assessment method for resource accounting. , 2007, Environmental science & technology.

[36]  Jean Petit,et al.  Evaluation of the environmental impact of agriculture at the farm level: a comparison and analysis of 12 indicator-based methods , 2002 .

[37]  Timothy Coelli,et al.  Measurement of agricultural total factor productivity growth incorporating environmental factors: A nutrients balance approach , 2011 .

[38]  Robert U. Ayres,et al.  Economics and the Environment: A Materials Balance Approach , 1971 .

[39]  Jesper H. Andersen,et al.  Coastal eutrophication: recent developments in definitions and implications for monitoring strategies , 2006 .

[40]  Robert U. Ayres,et al.  Exergy, power and work in the US economy, 1900–1998 , 2003 .

[41]  K. Zieschang An extended farrell technical efficiency measure , 1984 .