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Farm Technology and Technical Efficiency: Evidence from Four Regions in China

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  • Chen, Zhuo
  • Huffman, Wallace
  • Rozelle, Scott

Abstract

In this paper we fit stochastic frontier production functions to data for Chinese farms grouped into each of four regions—North, Northeast, East, and Southwest—over 1995-1999. These frontier production functions are shown to have statistically different structures, and the marginal product information shows overuse of chemical inputs in the East and capital services in the North. Labor also has a low marginal product. Next, we use the data and the production parameters to create technical efficiency scores for each of the farms and then standardize them. Standardized technical efficiency is shown to have the same structure across regions and to be related to the age of the farmer, land fragmentation, and the village migration rate, controlling for year dummies and village or regional fixed effects.

Suggested Citation

  • Chen, Zhuo & Huffman, Wallace & Rozelle, Scott, 2006. "Farm Technology and Technical Efficiency: Evidence from Four Regions in China," ISU General Staff Papers 200605010700001242, Iowa State University, Department of Economics.
  • Handle: RePEc:isu:genstf:200605010700001242
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    1. Xiaobo Zhang & Shenggen Fan, 2001. "Estimating Crop-Specific Production Technologies in Chinese Agriculture: A Generalized Maximum Entropy Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(2), pages 378-388.
    2. Huffman, Wallace E., 2001. "Human capital: Education and agriculture," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 7, pages 333-381, Elsevier.
    3. Dennis Tao Yang, 1997. "Education in Production: Measuring Labor Quality and Management," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 764-772.
    4. Tao Yang, Dennis, 2004. "Education and allocative efficiency: household income growth during rural reforms in China," Journal of Development Economics, Elsevier, vol. 74(1), pages 137-162, June.
    5. Abdulai, Awudu & Huffman, Wallace, 2000. "Structural Adjustment and Economic Efficiency of Rice Farmers in Northern Ghana," Economic Development and Cultural Change, University of Chicago Press, vol. 48(3), pages 503-520, April.
    6. Yang, Dennis Tao, 1997. "Education and Off-Farm Work," Economic Development and Cultural Change, University of Chicago Press, vol. 45(3), pages 613-632, April.
    7. Shao-Hsun Keng & Wallace Huffman, 2010. "Binge drinking and labor market success: a longitudinal study on young people," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(1), pages 303-322, January.
    8. Mao, Weining & Koo, Won W., 1997. "Productivity growth, technological progress, and efficiency change in chinese agriculture after rural economic reforms: A DEA approach," China Economic Review, Elsevier, vol. 8(2), pages 157-174.
    9. Wang, Jirong & Cramer, Gail L. & Wailes, Eric J., 1996. "Production efficiency of Chinese agriculture: evidence from rural household survey data," Agricultural Economics, Blackwell, vol. 15(1), pages 17-28, September.
    10. 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.
    11. Guang Wan & Enjiang Cheng, 2001. "Effects of land fragmentation and returns to scale in the Chinese farming sector," Applied Economics, Taylor & Francis Journals, vol. 33(2), pages 183-194.
    12. 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.
    13. Liu, Zinan & Zhuang, Juzhong, 2000. "Determinants of Technical Efficiency in Post-Collective Chinese Agriculture: Evidence from Farm-Level Data," Journal of Comparative Economics, Elsevier, vol. 28(3), pages 545-564, September.
    14. David Widawsky & Scott Rozelle & Songqing Jin & Jikun Huang, 1998. "Pesticide productivity, host‐plant resistance and productivity in China," Agricultural Economics, International Association of Agricultural Economists, vol. 19(1-2), pages 203-217, September.
    15. Enjiang Cheng, 1998. "Household Heads, Non-Economic Factors and Grain Production in China in the 1990s," Chinese Economies Research Centre (CERC) Working Papers 1998-05, University of Adelaide, Chinese Economies Research Centre.
    16. Jirong Wang & Gail L. Cramer & Eric J. Wailes, 1996. "Production efficiency of Chinese agriculture: evidence from rural household survey data," Agricultural Economics, International Association of Agricultural Economists, vol. 15(1), pages 17-28, September.
    17. Pomfret, Richard, 2000. "Agrarian Reform in Uzbekistan: Why Has the Chinese Model Failed to Deliver?," Economic Development and Cultural Change, University of Chicago Press, vol. 48(2), pages 269-284, January.
    18. 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.
    19. Wallace E. Huffman, 1977. "Allocative Efficiency: The Role of Human Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 91(1), pages 59-79.
    20. Xu, Yingfeng, 1999. "Agricultural productivity in China," China Economic Review, Elsevier, vol. 10(2), pages 108-121.
    21. Bravo-Ureta, Boris E. & Evenson, Robert E., 1994. "Efficiency in agricultural production: The case of peasant farmers in eastern Paraguay," Agricultural Economics, Blackwell, vol. 10(1), pages 27-37, January.
    22. Tan, Shuhao & Heerink, Nico & Kruseman, Gideon & Qu, Futian, 2008. "Do fragmented landholdings have higher production costs? Evidence from rice farmers in Northeastern Jiangxi province, P.R. China," China Economic Review, Elsevier, vol. 19(3), pages 347-358, September.
    23. Boris E. Bravo‐Ureta & Robert E. Evenson, 1994. "Efficiency in agricultural production: the case of peasant farmers in eastern Paraguay," Agricultural Economics, International Association of Agricultural Economists, vol. 10(1), pages 27-37, January.
    24. B. E. Bravo‐Ureta & L. Rieger, 1990. "Alternative Production Frontier Methodologies And Dairy Farm Efficiency," Journal of Agricultural Economics, Wiley Blackwell, vol. 41(2), pages 215-226, May.
    25. B. L. Gardner & G. C. Rausser (ed.), 2001. "Handbook of Agricultural Economics," Handbook of Agricultural Economics, Elsevier, edition 1, volume 1, number 2.
    26. B. L. Gardner & G. C. Rausser (ed.), 2001. "Handbook of Agricultural Economics," Handbook of Agricultural Economics, Elsevier, edition 1, volume 1, number 1.
    27. Zhang, Xiaobo & Fan, Shenggen, 2004. "Public investment and regional inequality in rural China," Agricultural Economics, Blackwell, vol. 30(2), pages 89-100, March.
    28. Shenggen Fan & Xiaobo Zhang & Sherman Robinson, 2003. "Structural Change and Economic Growth in China," Review of Development Economics, Wiley Blackwell, vol. 7(3), pages 360-377, August.
    29. Coelli, T. J., 1992. "A computer program for frontier production function estimation : Frontier version 2.0," Economics Letters, Elsevier, vol. 39(1), pages 29-32, May.
    30. Rozelle, Scott & Park, Albert & Huang, Jikun & Jin, Hehui, 2000. "Bureaucrat to Entrepreneur: The Changing Role of the State in China's Grain Economy," Economic Development and Cultural Change, University of Chicago Press, vol. 48(2), pages 227-252, January.
    31. Xu, Xiaosong & Jeffrey, Scott R., 1998. "Efficiency and technical progress in traditional and modern agriculture: evidence from rice production in China," Agricultural Economics, Blackwell, vol. 18(2), pages 157-165, March.
    32. Lin, Justin Yifu, 1992. "Rural Reforms and Agricultural Growth in China," American Economic Review, American Economic Association, vol. 82(1), pages 34-51, March.
    33. Fan, Shenggen & Zhang, Xiaobo, 2002. "Production and Productivity Growth in Chinese Agriculture: New National and Regional Measures," Economic Development and Cultural Change, University of Chicago Press, vol. 50(4), pages 819-838, July.
    34. Guilkey, David K & Lovell, C A Knox & Sickles, Robin C, 1983. "A Comparison of the Performance of Three Flexible Functional Forms," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 24(3), pages 591-616, October.
    35. Thiam, Abdourahmane & Bravo-Ureta, Boris E. & Rivas, Teodoro E., 2001. "Technical efficiency in developing country agriculture: a meta-analysis," Agricultural Economics, Blackwell, vol. 25(2-3), pages 235-243, September.
    36. Xiaosong Xu & Scott R. Jeffrey, 1998. "Efficiency and technical progress in traditional and modern agriculture: evidence from rice production in China," Agricultural Economics, International Association of Agricultural Economists, vol. 18(2), pages 157-165, March.
    37. 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.
    38. Wu, Ziping & Liu, Minquan & Davis, John, 2005. "Land consolidation and productivity in Chinese household crop production," China Economic Review, Elsevier, vol. 16(1), pages 28-49.
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    More about this item

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • N55 - Economic History - - Agriculture, Natural Resources, Environment and Extractive Industries - - - Asia including Middle East
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products

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