Productivity Growth, Technical Efficiency and Technical Change on Minnesota Farms
Changes and trends in farm productivity have been of intense interest to many involved with agriculture. This study used data envelopment analysis (DEA) to estimate the output-oriented Malmquist total factor productivity (TFP) index from panel data for 1993-2006 for farms in Southern Minnesota. Bootstrap methods were used to estimate confidence intervals for the productivity, efficiency change and technical change indices. The model included three inputs (labor, land and immediate expenditures) and six outputs (corn, soybean, milk, hog, beef, and nonfarm income). Productivity growth was found to be positive during the period, with an average annual productivity growth of 6.6 percent. However, TFP growth has been slowing down in recent years and indeed negative in 2000/01, 2002/03 and 2005/06. In the second stage of the analysis, the significance of various factors that might affect farm performance was estimated. Farm size (as measured by the log of farm income) was correlated with higher productivity which may help explain the increase in farm size in Minnesota farms in recent years. Government subsidies were found to have a negative impact on farm performance supporting the argument that agricultural subsidies may create disincentives for farmers to improve their productivity and efficiency. A higher nonfarm income ratio was positively related with higher productivity growth. A higher proportion of hired labor has a negative effect implying family labor is more crucial than hired labor in improving productivity.
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- Ahearn, Mary Clare & Yee, Jet & Ball, V. Eldon & Nehring, Richard F., 1998. "Agricultural Productivity in the United States," Agricultural Information Bulletins 33687, United States Department of Agriculture, Economic Research Service.
- Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
- Tim J. Coelli & D. S. Prasada Rao, 2005.
"Total factor productivity growth in agriculture: a Malmquist index analysis of 93 countries, 1980-2000,"
International Association of Agricultural Economists, vol. 32(s1), pages 115-134, 01.
- Tim J. Coelli & D.S. Prasada Rao, 2003. "Total Factor Productivity Growth in Agriculture: A Malmquist Index Analysis of 93 Countries,1980-2000," CEPA Working Papers Series WP022003, School of Economics, University of Queensland, Australia.
- Coelli, Tim J. & Prasada Rao, D. S., 2003. "Total Factor Productivity Growth in Agricultrue: A Malmquist Index Analysis of 93 Countries, 1980-2000," 2003 Annual Meeting, August 16-22, 2003, Durban, South Africa: Plenary Sessions 245928, International Association of Agricultural Economists.
- Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
- Fulginiti, Lilyan E. & Perrin, Richard K., 1998.
"Agricultural productivity in developing countries,"
Agricultural Economics of Agricultural Economists,
International Association of Agricultural Economists, vol. 19(1-2), September.
- Kelvin Balcombe & Sophia Davidova & Laure Latruffe, 2008.
"The use of bootstrapped Malmquist indices to reassess productivity change findings: an application to a sample of Polish farms,"
Taylor & Francis Journals, vol. 40(16), pages 2055-2061.
- Balcombe, Kelvin George & Davidova, Sophia & Latruffe, Laure, 2006. "The Use of Bootstrapped Malmquist Indices to Reassess Productivity Change Findings: An Application to a Sample of Polish Farms," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25793, International Association of Agricultural Economists.
- Leopold Simar & Paul Wilson, 2000.
"A general methodology for bootstrapping in non-parametric frontier models,"
Journal of Applied Statistics,
Taylor & Francis Journals, vol. 27(6), pages 779-802.
- Simar, L. & Wilson, P.W., 1998. "A General Methodology for Bootstrapping in Nonparametric Frontier Models," Papers 9811, Catholique de Louvain - Institut de statistique.
- Fuglie, Keith O. & MacDonald, James C. & Ball, V. Eldon, 2007. "Productivity Growth in U.S. Agriculture," Economic Brief 6382, United States Department of Agriculture, Economic Research Service.
- Konstantinos Giannakas & Richard Schoney & Vangelis Tzouvelekas, 2001.
"Technical Efficiency, Technological Change and Output Growth of Wheat Farms in Saskatchewan,"
Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie,
Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 49(2), pages 135-152, 07.
- Konstantinos Giannakas & Richard Schoney & Vangelis Tzouvelekas, 1999. "Technical Efficiency, Technological Change and Output Growth of Wheat Farms in Saskatchewan," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 47(4), pages 468-469, December.
- Johnson, Nancy L. & Ruttan, Vernon W., 1993.
"Why Are Farms So Small?,"
13865, University of Minnesota, Department of Applied Economics.
- Bergström, Fredrik, 1998. "Capital Subsidies and the Performance of Firms," SSE/EFI Working Paper Series in Economics and Finance 285, Stockholm School of Economics.
- Rezitis, Anthony N. & Tsiboukas, Kostas & Tsoukalas, Stauros, 2003.
"Investigation of Factors Influencing the Technical Efficiency of Agricultural Producers Participating in Farm Credit Programs: The Case of Greece,"
Journal of Agricultural and Applied Economics,
Southern Agricultural Economics Association, vol. 35(03), December.
- Rezitis, Anthony N. & Tsiboukas, Kostas & Tsoukalas, Stauros, 2003. "Investigation of Factors Influencing the Technical Efficiency of Agricultural Producers Participating in Farm Credit Programs: The Case of Greece," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 35(03), pages 529-541, December.
- Gorton, Matthew & Davidova, Sophia, 2004.
"Farm productivity and efficiency in the CEE applicant countries: a synthesis of results,"
Blackwell, vol. 30(1), pages 1-16, January.
- Gorton, Matthew & Davidova, Sophia, 2004. "Farm productivity and efficiency in the CEE applicant countries: a synthesis of results," Agricultural Economics of Agricultural Economists, International Association of Agricultural Economists, vol. 30(1), January.
- D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," Review of Economic Studies, Oxford University Press, vol. 34(3), pages 249-283.
- Tortosa-Ausina, Emili & Grifell-Tatje, Emili & Armero, Carmen & Conesa, David, 2008.
"Sensitivity analysis of efficiency and Malmquist productivity indices: An application to Spanish savings banks,"
European Journal of Operational Research,
Elsevier, vol. 184(3), pages 1062-1084, February.
- Emili Tortosa Ausina, 2002. "Sensitivity Analysis Of Efficiency And Malmquist Productivity Indices: An Application To Spanish Savings Banks," Working Papers. Serie EC 2002-30, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- Barrett, Christopher B., 1996. "On price risk and the inverse farm size-productivity relationship," Journal of Development Economics, Elsevier, vol. 51(2), pages 193-215, December.
- Hadley, David & Shankar, Bhavani & Thirtle, Colin G. & Coelli, Tim J., 2001. "Financial Exposure, Technical Change And Farm Efficiency: Evidence From The England And Wales Dairy Sector," 2001 Annual meeting, August 5-8, Chicago, IL 20656, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- ., 1998. "Land," Chapters, in: The Elgar Companion to Classical Economics, chapter 93 Edward Elgar Publishing.
- Martin, John P & Page, John M, Jr, 1983. "The Impact of Subsidies on X-Efficiency in LDC Industry: Theory and an Empirical Test," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 608-17, November.
- Ayoe Hoff, 2006. "Bootstrapping Malmquist Indices for Danish Seiners in the North Sea and Skagerrak," Journal of Applied Statistics, Taylor & Francis Journals, vol. 33(9), pages 891-907.
- Sotnikov, Sergey, 1998. "Evaluating the Effects of Price and Trade Liberalisation on the Technical Efficiency of Agricultural Production in a Transition Economy: The Case of Russia," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 25(3), pages 412-31.
- X. M. Gonzalez & D. Miles, 2002. "Statistical precision of DEA: a bootstrap application to Spanish public services," Applied Economics Letters, Taylor & Francis Journals, vol. 9(2), pages 127-132.
- Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-29, May.
- SIMAR, Léopold & WILSON, Paul, 1996.
"Estimating and bootstrapping malmquist indices,"
CORE Discussion Papers
1996060, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Alfons Weersink & Calum G. Turvey & Abdulahi Godah, 1990. "Decomposition Measures of Technical Efficiency for Ontario Dairy Farms," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 38(3), pages 439-456, November.
- Catherine J. Morrison Paul & Warren E. Johnston & Gerald A. G. Frengley, 2000. "Efficiency in New Zealand Sheep and Beef Farming: The Impacts of Regulatory Reform," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 325-337, May.
- Chieko Umetsu & Thamana Lekprichakul & Ujjayant Chakravorty, 2003. "Efficiency and Technical Change in the Philippine Rice Sector: A Malmquist Total Factor Productivity Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(4), pages 943-963.
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