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Livestock Productivity In China: Data Revision And Total Factor Productivity Decomposition

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  • Ma, Hengyun
  • Rae, Allan N.
  • Huang, Jikun
Abstract
Studies of total factor productivity in livestock production are rare, but when available provide useful information especially in the context of developing countries such as China where livestock is becoming more important in the domestic agricultural economy. We estimate total factor productivity (TFP) for four major livestock products in China and by employing the random coefficient frontier approach, decompose productivity growth into its technical efficiency and technical progress components. Efforts were made to adjust and augment the available livestock statistics. The results show that growth in TFP and its components varied between the 1980s and the 1990s as well as over production structures. While there is evidence of considerable technical innovation in China's livestock sector, technical efficiency improvement was relatively slow.

Suggested Citation

  • Ma, Hengyun & Rae, Allan N. & Huang, Jikun, 2004. "Livestock Productivity In China: Data Revision And Total Factor Productivity Decomposition," China Agriculture Project Working Papers 23691, Massey University, Centre for Applied Economics and Policy Studies.
    • Handle: RePEc:ags:mascap:23691
    DOI: 10.22004/ag.econ.23691
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    1. Somwaru, Agapi & Zhang, Xiaohui & Tuan, Francis C., 2003. "China'S Hog Production Structure And Efficiency," 2003 Annual meeting, July 27-30, Montreal, Canada 22003, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    2. Mergos, George J & Yotopoulos, Pan A, 1988. "Demand for Feed Inputs in the Greek Livestock Sector," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 15(1), pages 1-17.
    3. Frank Fuller & Dermot Hayes & Darnell Smith, 2000. "Reconciling Chinese Meat Production and Consumption Data," Economic Development and Cultural Change, University of Chicago Press, vol. 49(1), pages 23-44.
    4. Loren W. Tauer, 1995. "Do New York Dairy Farmers Maximize Profits or Minimize Costs?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(2), pages 421-429.
    5. Boris E. Bravo-Ureta & Laszlo Rieger, 1991. "Dairy Farm Efficiency Measurement Using Stochastic Frontiers and Neoclassical Duality," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(2), pages 421-428.
    6. Jean-Paul Chavas & Richard M. Klemme, 1986. "Aggregate Milk Supply Response and Investment Behavior on U.S. Dairy Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(1), pages 55-66.
    7. Delgado, Christopher L. & Rosegrant, Mark W. & Steinfeld, Henning & Ehui, Simeon K. & Courbois, Claude, 1999. "Livestock to 2020: the next food revolution," 2020 vision briefs 61, International Food Policy Research Institute (IFPRI).
    8. Nin, Alejandro & Hertel, Thomas W. & Foster, Kenneth & Rae, Allan, 2004. "Productivity growth, catching-up and uncertainty in China's meat trade," Agricultural Economics, Blackwell, vol. 31(1), pages 1-16, July.
    9. Simpson, James R. & Li, Ou, 2001. "Long-Term Projections Of China'S Supply And Demand Of Animal Feedstuffs," 2001: International Trade in Livestock Products Symposium, January 2001, Auckland, New Zealand 14547, International Agricultural Trade Research Consortium.
    10. Swamy, P A V B, 1970. "Efficient Inference in a Random Coefficient Regression Model," Econometrica, Econometric Society, vol. 38(2), pages 311-323, March.
    11. Munir Ahmad & Boris E. Bravo-Ureta, 1995. "An Econometric Decomposition of Dairy Output Growth," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(4), pages 914-921.
    12. Loren W. Tauer, 1998. "Productivity of New York Dairy Farms Measured by Nonparametric Malmquist Indices," Journal of Agricultural Economics, Wiley Blackwell, vol. 49(2), pages 234-249, June.
    13. Bernhard Brümmer & Thomas Glauben & Geert Thijssen, 2002. "Decomposition of Productivity Growth Using Distance Functions: The Case of Dairy Farms in Three European Countries," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(3), pages 628-644.
    14. Subal C. Kumbhakar & Almas Heshmati, 1995. "Efficiency Measurement in Swedish Dairy Farms: An Application of Rotating Panel Data, 1976–88," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(3), pages 660-674.
    15. Forsund, Finn R & Hjalmarsson, Lennart, 1979. "Frontier Production Functions and Technical Progress: A Study of General Milk Processing in Swedish Dairy Plants," Econometrica, Econometric Society, vol. 47(4), pages 883-900, July.
    16. Ludo Peeters & Yves Surry, 1997. "A Review Of The Arts Of Estimating Price‐Responsiveness Of Feed Demand In The European Union," Journal of Agricultural Economics, Wiley Blackwell, vol. 48(1‐3), pages 379-392, January.
    17. Songqing Jin & Jikun Huang & Ruifa Hu & Scott Rozelle, 2002. "The Creation and Spread of Technology and Total Factor Productivity in China's Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 916-930.
    18. Ehui, Simeon K. & Hertel, Thomas W. & Rae, Allan N. & Nin Pratt, Alejandro, 2000. "China: Will They Buy or Sell?," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 15(3), pages 1-5.
    19. Loren Tauer, 2001. "Input aggregation and computed technical efficiency," Applied Economics Letters, Taylor & Francis Journals, vol. 8(5), pages 295-297.
    20. Fan, Shenggen & Agcaoili-Sombilla, Mercedita C., 1997. "Why projections on China's future food supply and demand differ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 41(2), pages 1-22.
    21. Chen, Jing & Rozelle, Scott, 2003. "Market Emergence And The Rise And Fall Of Backyard Hog Production In China," 2003 Annual meeting, July 27-30, Montreal, Canada 21969, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    22. Jones, Keithly G. & Arnade, Carlos Anthony, 2003. "A Joint Livestock-Crop Multi-Factor Relative Productivity Approach," 2003 Annual Meeting, February 1-5, 2003, Mobile, Alabama 35157, Southern Agricultural Economics Association.
    23. Y. Surry, 1990. "Econometric Modelling Of The European Community Compound Feed Sector: An Application To France," Journal of Agricultural Economics, Wiley Blackwell, vol. 41(3), pages 404-421, September.
    24. McMillan, John & Whalley, John & Zhu, Lijing, 1989. "The Impact of China's Economic Reforms on Agricultural Productivity Growth," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 781-807, August.
    25. A.S. Rutherford, 1999. "Meat and milk self‐sufficiency in Asia: forecast trends and implications," Agricultural Economics, International Association of Agricultural Economists, vol. 21(1), pages 21-39, August.
    26. Robert W. Mead, 2003. "A Revisionist View Of Chinese Agricultural Productivity?," Contemporary Economic Policy, Western Economic Association International, vol. 21(1), pages 117-131, January.
    27. Channing Arndt & Thomas W. Hertel & Paul V. Preckel, 2003. "Bridging the Gap between Partial and Total Factor Productivity Measures Using Directional Distance Functions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(4), pages 928-942.
    28. Rutherford, A. S., 1999. "Meat and milk self-sufficiency in Asia: forecast trends and implications," Agricultural Economics, Blackwell, vol. 21(1), pages 21-39, August.
    29. Kumbhakar, Subal C & Biswas, Basudeb & Bailey, DeeVon, 1989. "A Study of Economic Efficiency of Utah Dairy Farmers: A System Approach," The Review of Economics and Statistics, MIT Press, vol. 71(4), pages 595-604, November.
    30. Shon P. Williams & C. Richard Shumway, 1998. "Aggregation of data and profit maximization in Mexican agriculture," Applied Economics, Taylor & Francis Journals, vol. 30(2), pages 235-244, February.
    31. K.P. Kalirajan & M.B. Obwona & S. Zhao, 1996. "A Decomposition of Total Factor Productivity Growth: The Case of Chinese Agricultural Growth before and after Reforms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(2), pages 331-338.
    32. Wen, Guanzhong James, 1993. "Total Factor Productivity Change in China's Farming Sector: 1952-1989," Economic Development and Cultural Change, University of Chicago Press, vol. 42(1), pages 1-41, October.
    33. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    34. Tauer, Loren W., 1994. "Do New York Dairy Farmers Maximize Profits?," Staff Papers 121318, Cornell University, Department of Applied Economics and Management.
    35. Kalirajan, K P & Obwona, M B, 1994. "Frontier Production Function: The Stochastic Coefficients Approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 56(1), pages 87-96, February.
    36. Ma, Hengyun & Huang, Jikun & Rozelle, Scott, 2004. "Reassessing China's Livestock Statistics: An Analysis of Discrepancies and the Creation of New Data Series," Economic Development and Cultural Change, University of Chicago Press, vol. 52(2), pages 445-473, January.
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    1. Fuller, Frank & Huang, Jikun & Ma, Hengyun & Rozelle, Scott, 2006. "Got milk? The rapid rise of China's dairy sector and its future prospects," Food Policy, Elsevier, vol. 31(3), pages 201-215, June.

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