Estimation of Chinese agricultural production efficiencies with panel data
Fast and steady economic growth in China during the 1990s attracted much international attention. Given the scarcity of resources, it is important for economic growth to depend on production efficiency improvement to achieve sustainability. As China is the world's second largest foreign capital recipient, foreign capital plays an important role in investment. If economic growth is fuelled by investment, an exodus or a shortage of foreign capital will render growth unsustainable. However, if growth is propelled by improvements in production efficiency, it is more likely to be sustained and to withstand reduction in production input. This paper estimates production efficiency in the agricultural sector in China with a panel data set comprising 30 provinces for the 7-year period, 1991–1997. A panel data model based on the Cobb–Douglas production function is used to represent the production frontier and to compute technical efficiency at the provincial level. Individual effects are tested to determine if pooled estimation is preferred to unpooled (panel) estimation. The test confirms significant differences between the provinces, and hence warrants panel data estimation. Both fixed and random effects models are estimated, with provincial technical inefficiency specified as province-specific intercept terms for the former, and regression disturbances for the latter. Although the random effects model is rejected in favour of the fixed effects model, the latter did not produce estimates with correct signs, and is rejected on economic grounds. Using the random effects model, production efficiency has increased for most provinces, but the gap between the affluent coastal region and the hinterland in the west has increased.
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Volume (Year): 68 (2005)
Issue (Month): 5 ()
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- 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.
- Cornwell, Christopher & Schmidt, Peter & Sickles, Robin C., 1989.
"Production Frontiers With Cross-Sectinal And Time-Series Variation In Efficiency Levels,"
89-18, C.V. Starr Center for Applied Economics, New York University.
- Cornwell, Christopher & Schmidt, Peter & Sickles, Robin C., 1990. "Production frontiers with cross-sectional and time-series variation in efficiency levels," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 185-200.
- Fare,Rolf & Grosskopf,Shawna & Lovell,C. A. Knox, 2008.
Cambridge University Press, number 9780521072069, June.
- W, Y, 1995. "Productivity Growth, Technological Progress, and Technical Efficiency Change in China: A Three-Sector Analysis1," Journal of Comparative Economics, Elsevier, vol. 21(2), pages 207-229, October.
- Carter Colin A. & Zhang Bin, 1994. "Agricultural Efficiency Gains in Centrally Planned Economies," Journal of Comparative Economics, Elsevier, vol. 18(3), pages 314-328, June.
- Zhang, Yaoqi, 2002. "The impacts of economic reform on the efficiency of silviculture: a non-parametric approach," Environment and Development Economics, Cambridge University Press, vol. 7(01), pages 107-122, February.
- Li, Hongbin & Rozelle, Scott, 2000. "Saving or stripping rural industry: an analysis of privatization and efficiency in China," Agricultural Economics of Agricultural Economists, International Association of Agricultural Economists, vol. 23(3), September.
- Yao, Shujie & Liu, Zinan & Zhang, Zongyi, 2001. " Spatial Differences of Grain Production Efficiency in China, 1987-1992," Economic Change and Restructuring, Springer, vol. 34(1-2), pages 139-57.
- Li, Hongbin & Rozelle, Scott, 2000. "Saving or stripping rural industry: an analysis of privatization and efficiency in China," Agricultural Economics, Blackwell, vol. 23(3), pages 241-252, September.
- 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.
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