Analysis of European Union agriculture using Malmquist and intertemporal DEA

Authors

  • Natalia Aldaz Universitat de Lleida
  • Joaquín A. Millán Universidad Politécnica de Madrid

DOI:

https://doi.org/10.7201/earn.2003.06.03

Keywords:

productivity, DEA, agriculture, Europe, panel data

Abstract

This paper compares two non-parametric programming techniques for the measurement of total factor productivity using panel data: Malmquist indices and an intertemporal-DEA model that allows the calculation of technology and efficiency levels bounds, assuming non-regressive technical change. Both methodologies are applied to the analysis of agricultural productivity in the European Union countries, and several important divergences between models are found. The results suggest lower productivity increases in agriculture than those found in recent literature, with different country ranking concerning productivity growth.

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References

Aldaz, N. y Millán, J.A. (1996). «Comparación de medidas de productividad total de los factores en las agriculturas de las Comunidades Autónomas españolas». Revista Española de Economía Agraria 178:73-113.

Aldaz, N. y Millán, J.A. (2002). «Eficiencia y cambio técnico en DEA con datos de panel». Revista de Economía Aplicada, X(29):163-176.

Aldaz, N. y Millán, J.A. (2003). «Regional productivity of Spanish agriculture in a panel DEA framework». Applied Economics Letters, 10:87-90. https://doi.org/10.1080/13504850210138504

Arnade, C. (1998) «Using a Programming Approach to Measure International Agricultural Efficiency and Productivity». Journal of Agricultural Economics, 49(1):67-84. https://doi.org/10.1111/j.1477-9552.1998.tb01252.x

Ball, V.E.; Barkaoui, A.; Bureau, J.C. y Butault, J.P. (1997). «Aggregation Methods for Intercountry Comparisons of Prices and Real Values in Agriculture: A Review and Synthesis». European Review of Agricultural Economics, 24(2):183-206. https://doi.org/10.1093/erae/24.2.183

Bar-Shira, Z. y Finkelshtain, I. (1999). «Simple nonparametric tests of technological change: Theory and application to U.S. agriculture». American Journal of Agricultural Economics, 81(4):850-64. https://doi.org/10.2307/1244329

Berndt, E.R. y Fuss, M. (1986). «Productivity Measurement Using Capital Asset Valuation to adjust for Variations in Utilization». Journal of Econometrics, 33(1/2):7-30.

Brown, R.S y Christensen, L.R. (1981). «Estimating elasticities of substitution in a model of partial static equilibrium: an application to U.S. agriculture», en E.R. Berndt y B.C Field(eds.): Modeling and Measuring Natural Resource Substitution, pp. 209-229. MIT Press. Cambridge. MA.

Bureau, J.C.; Butault, J.P.; Hassan, D.; Lerouvillois, P.H. y Rousselle, J.M. (1991). Generation and Distribution of Productivity Increases in European Agriculture. EUROSTAT. Luxemburgo.

Bureau, J.C.; Färe, R. y Grosskopf, S. (1995). «A Comparison of Three Nonparametric Measures of Productivity Growth in European and United States Agriculture». Journal of Agricultural Economics, 46(3):309-326. https://doi.org/10.1111/j.1477-9552.1995.tb00778.x

Chalfant, J.A y Zhang, B. (1997). «Variations on Invariance or Some Unpleasant Non-parametric Arithmetic». American Journal of Agricultural Economics, 79(4):1164-76. https://doi.org/10.2307/1244273

Chavas, J.P. and Cox, T.L. (1990). «A Non-parametric Analysis of Productivity: The Case of U.S. and Japanese Manufacturing». American Economic Review, 80(3):450-64.

Chavas, J.P. y Cox, T.L. (1988). «A Nonparametric Analysis of Agricultural Technology». American Journal of Agricultural Economics, 70(2):303-310. https://doi.org/10.2307/1242070

Cuesta, R.A. (2001) «Modelos con eficiencia técnica variable en el tiempo», en A. Álvarez Pinilla (coord.): La medición de la eficiencia y la productividad, pp. 59-76. Pirámide. Madrid.

Färe, R.; Grosskopf, S.; Norris M. y Zhang Z. (1994). «Productivity growth, technical progress, and efficiency change in industrialized countries». American Economic Review 84:66-83.

Fawson, C. y Shumway, C.R. (1988). «A Non-Parametric Investigation of Agricultural Production Behavior for U.S. Subregions». American Journal of Agricultural Economics, 70:311-317. https://doi.org/10.2307/1242071

Fulginiti, L.E. y Perrin, R.K. (1997). «LDC agriculture: Nonparametric Malmquist productivity indexes». Journal of Development Economics, 53:373-390. https://doi.org/10.1016/S0304-3878(97)00022-9

Fulginiti, L.E. y Perrin, R.K. (1998). «Agricultural productivity in developing countries». Agricultural Economics, 19:45-51. https://doi.org/10.1016/S0169-5150(98)00045-0

Lim, H. y Shumway, C.R. (1992). «Profit maximization, returns to scale, and measurement error». Review of Economics and Statistics, 74(3):430-38. https://doi.org/10.2307/2109487

Lovell, C.A.K. (1996). «Applying Efficiency Measurement Techniques to the Measurement of Productivity Change». Journal of Productivity Analysis, 7(2-3):329-40. https://doi.org/10.1007/BF00157047

Luijt, J.y Hillebrand, J.H.A. (1992). «Fixed Factors, Family Farm Income and the Continuity of Dutch Dairy Farms». European Review of Agricultural Economics, 19(3):265-82. https://doi.org/10.1093/erae/19.3.265

Lynde, C. y Richmond, J. (1999). «Productivity and efficiency in the UK: a time series application of DEA». Economic Modelling, 16(1):105-122. https://doi.org/10.1016/S0264-9993(98)00034-0

Millán, J.A. y Aldaz, N. (1998). «Agricultural productivity of the Spanish regions: a non-parametric Malmquist Analysis». Applied Economics, 30(7):875-884. https://doi.org/10.1080/000368498325309

Millán, J.A. y Aldaz, N. (2004). «Efficiency and technical change in intertemporal intersectoral DEA». Journal of Productivity Analysis, 21(1):7–23. https://doi.org/10.1023/B:PROD.0000012450.47273.dc

OCDE (1995). Technological Change and Structural Adjustment in OECD Agriculture. OCDE. París.

Schimmelpfennig, D. y Thirtle, C. (1999). «The Internationalization of Agricultural Technology: Patents, R&D Spillovers, and Their Effects on Productivity in the European Union and United States». Contemporary Economic Policy, 17(4):457-68. https://doi.org/10.1111/j.1465-7287.1999.tb00696.x

Schmitt, G. (1989). «Farms, Farm Households, and Productivity of Resource Use in Agriculture ». European Review of Agricultural Economics, 16(2):257-84. https://doi.org/10.1093/erae/16.2.257

Tulkens, H. y Vanden Eeckaut, P. (1995). «Non-parametric efficiency, progress and regress measures for panel data: Methodological aspects». European Journal of Operational Research, 80:474-499. https://doi.org/10.1016/0377-2217(94)00132-V

Published

2011-10-22

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