Ahmad, Munir and Boris E., Bravo-Ureta (1995): An econometric decomposition of dairy output growth. Published in: American Journal of Agricultural Economics , Vol. 77, No. 4 (November 1995): pp. 915-921.
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Fixed effects production functions and stochastic production frontiers are estimated and used to decompose dairy farm output growth into technological progress, technical efficiency, and increased input use or the size effect. Unbalanced panel data for ninety-six Vermont dairy farmers for the 1971-84 period are utilized. The results show a 2.5% average annual increase in milk output. About 56% of this growth is attributed to the size effect and the remaining 44% to productivity growth. Technological progress contributed about 94% to total productivity growth, while improvements in technical efficiency accounted for only 6%.
|Item Type:||MPRA Paper|
|Original Title:||An econometric decomposition of dairy output growth|
|Keywords:||dairy output growth; fixed effects; productivity; stochastic frontiers|
|Subjects:||A - General Economics and Teaching > A1 - General Economics|
|Depositing User:||Munir Ahmad|
|Date Deposited:||27. Mar 2012 12:56|
|Last Modified:||12. Feb 2013 17:44|
Ahmad, M. "An Econometric Analysis of Output Growth Using Panel Data: The Case of Vermont Dairy Farms." PhD thesis, Department of Agricultural and Resource Economics, University of Connecticut, 1994.
Aigner, D.J., C.A.K. Lovell, and P.J. Schmidt. "Formulation and Estimation of Stochastic Frontier Production Function Models." J. Econometrics 6(July 1977):21-37.
Battese, G.E., and T.J. Coelli. "Frontier Production Functions, Technical Efficiency and Panel Data: With Application to Paddy Farmers in India." J. Productivity Anal. 3(June 1992):153-69.
Bauer, P.W. "Decomposing TFP Growth in the Presence of Cost Inefficiency, Nonconstant Returns to Scale, and Technological Progress." J. Productivity Anal. l(June 1990a):287-99.
~. "Recent Developments in the Econometric Estimation of Frontiers." J. Econometrics 46(October/ November 1990b):39-56.
Blayney, D.P., and R.C. Mittelhammer. "Decomposition of Milk Supply Response into Technology and Price Induced Effects." Amer. J. Agr. Econ. 72(November 1990):862-72.
Bravo-Ureta, B.E. "Technical Efficiency Measures for Dairy Farms Based on a Probabilistic Frontier Function Model." Can. J. Agr. Econ. 34(November 1986):399-415.
Bravo-Ureta, B.E., and A.E. Pinheiro. "Efficiency Analysis of Developing Country Agriculture: A Review of the Frontier Function Literature." Agr. and Res. Econ. Rev. 22(April1993):88-101.
Bravo-Ureta, B.E., and L. Rieger. "Dairy Farm Efficiency Measurement Using Stochastic Frontiers and Neoclassical Duality." Amer. J. Agr. Econ. 73(May 1991):421-28.
Byrnes, P., R. Fair, S. Grosskopf, and S. Kraft. "Technical Efficiency and Size: The Case of Illinois Grain Farms." Eur. Rev. Agr. Econ. 14(1987):367-81.
Coelli, T.J. "A Computer Program for Frontier Production Function Estimation." Econ. Letters 39(May 1992):29-32.
Cornwell, c., P. Schmidt, and R.C. Sickles. "Production Frontiers with Cross-Sectional and Time-Series Variation in Efficiency Levels." J. Econometrics 46(October/November 1990): 185-200.
Fallert, R.E, D. Blayney, and J. Miller. Background for the 1990 Farm Legislation. U.S. Department of Agriculture, Staff Report AGES 9020, March 1990.
Fan, S. "Effects of Technological Change and Institutional Reform on Production Growth in Chinese Agriculture." Amer. J. Agr. Econ. 73(May 1991):216-75.
Fecher, E, and P. Pestieau. "Efficiency and Competition in O.E.C.D. Financial Services." The Measurement of Productive Efficiency Techniques and Applications. H.O. Fried, C.A.K. Lovell, and P. Schmidt, eds., pp. 374-85. New York: Oxford University Press, 1993.
Good, D.H., M.L Nadiri, L.H. Roller, and R.C. Sick-les. Efficiency and Productivity Growth Comparisons of European and U.S. Air Carriers: A First Look at the Data." J. Productivity Anal. 4(June 1993):115-25
Greene, W.H. Econometric Analysis. New York: Macmillan Publishing Company, 1990.
Griliches, Z. "Specification Bias in Estimation of Production Functions." J. Farm Econ. 39(1957):8-20.
Hoch, 1. "Estimation of Production Function Parameters Combining Time Series and Cross-Section Data." Econometrica 30(1962):34-45.
_. "Returns to Scale in Farming: Further Evidence." Amer. J. Agr. £Con. 58(1976):745-49.
_. "Simultaneous Equation Bias in the Context of the Cobb-Douglas Production Function." Econometrica 26(1958):566-758.
Kumbhakar, S.c., B. Biswas, and D.V Bailey. "A Study of Economic Efficiency of Utah Dairy Farmers: A System Approach." Rev. Econ. and Statist. 71(November 1989):595-604.
Kumbhakar, S.c., and L. Hjalmarsson. "Technical Efficiency and Technological Progress in Swedish Dairy Farms." The Measurement of Productive Efficiency Techniques and Applications.
H.O. Fried, C.A.K. Lovell, and P. Schmidt, eds., pp. 257-70. New York: Oxford University Press, 1993.
Lall, S. "Understanding Technology Development." Develop. and Change 24(October 1993):719-53.
Meeusen, W., and 1. van den Broeck. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error." Int. Econ. Rev. 18(June 1977):435-44.
Mundlak, Y. "Empirical Production Function Free of Management Bias." J. Farm Econ. 43(February 1961):44-56.
_. "On the Pooling of Time Series and Cross Section Data." Econometrica 46(January 1978):69-85.
Nishimizu, M., and J.M. Page, Jr. "Total Factor Productivity Growth, Technological Progress and Efficiency Change: Dimensions of Productivity Change in Yugoslavia, 1975-78." Econ. J. 92(December 1982):920-36.
Quiroga, R. "The Structure of Dairy Production Technology: A Profit Function Approach." PhD thesis, Department of Agricultural and Resource Economics, University of Connecticut, 1991.
Tauer, L.W., and K.P. Belbase. "Technical Efficiency of New York Dairy Farms." Northeastern J. Agr. and Res. Econ. 16(ApriI1987):IO-16.
U.S. Department of Agriculture (USDA). Agricultural Statistics, Washington DC, various issues.
_. Agricultural Prices. Washington DC, various issues.