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Livestock in China: Commodity-Specific Total Factor Productivity Decomposition Using New Panel Data

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  • Allan N. Rae
  • Hengyun Ma
  • Jikun Huang
  • Scott Rozelle

Abstract

Studies of total factor productivity (TFP) 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 TFP for four major livestock products in China employing the stochastic frontier approach, and decompose productivity growth into its technical efficiency (TE) and technical progress components. Efforts are 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, TE improvement has been relatively slow. Copyright 2006, Oxford University Press.

Suggested Citation

  • Allan N. Rae & Hengyun Ma & Jikun Huang & Scott Rozelle, 2006. "Livestock in China: Commodity-Specific Total Factor Productivity Decomposition Using New Panel Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 680-695.
  • Handle: RePEc:oup:ajagec:v:88:y:2006:i:3:p:680-695
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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. Jarvis, Lovell S, 1974. "Cattle as Capital Goods and Ranchers as Portfolio Managers: An Application to the Argentine Cattle Sector," Journal of Political Economy, University of Chicago Press, vol. 82(3), pages 489-520, May/June.
    3. Huang, Jikun & Rozelle, Scott & Rosegrant, Mark W., 1999. "China'S Food Economy To The 21st Century: Supply, Demand, And Trade," 1999 Conference (43th), January 20-22, 1999, Christchurch, New Zealand 171896, Australian Agricultural and Resource Economics Society.
    4. 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.
    5. 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.
    6. Ma, Hengyun & Rae, Allan N. & Huang, Jikun & Rozelle, Scott, 2004. "Chinese animal product consumption in the 1990s," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 48(4), pages 1-22.
    7. 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.
    8. Weiming Tian & Guang Wan, 2000. "Technical Efficiency and Its Determinants in China's Grain Production," Journal of Productivity Analysis, Springer, vol. 13(2), pages 159-174, March.
    9. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    10. Kumbhakar, Subal C & Heshmati, Almas & Hjalmarsson, Lennart, 1999. " Parametric Approaches to Productivity Measurement: A Comparison among Alternative Models," Scandinavian Journal of Economics, Wiley Blackwell, vol. 101(3), pages 405-424, September.
    11. Schmidt, Peter & Sickles, Robin C, 1984. "Production Frontiers and Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(4), pages 367-374, October.
    12. 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.
    13. 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.
    14. Subal C. Kumbhakar & Almas Heshmati & Lennart Hjalmarsson, 1999. "Parametric Approaches to Productivity Measurement: A Comparison among Alternative Models," Scandinavian Journal of Economics, Wiley Blackwell, vol. 101(3), pages 405-424, September.
    15. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    16. Huang, Jikun & Rozelle, Scott, 1996. "Technological change: Rediscovering the engine of productivity growth in China's rural economy," Journal of Development Economics, Elsevier, vol. 49(2), pages 337-369, May.
    17. 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.
    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. Nin Pratt, Alejandro & Hertel, Thomas W. & Foster, Kenneth A. & Rae, Allan N., 2001. "Productivity Growth And Catching-Up: Implications For China'S Trade In Livestock Products," 2001 Annual meeting, August 5-8, Chicago, IL 20590, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    20. 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.
    21. Nin, Alejandro & Arndt, Channing & Preckel, Paul V., 2003. "Is agricultural productivity in developing countries really shrinking? New evidence using a modified nonparametric approach," Journal of Development Economics, Elsevier, vol. 71(2), pages 395-415, August.
    22. 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.
    23. 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.
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