Agric. Econ. - Czech, 2015, 61(11):522-532 | DOI: 10.17221/233/2014-AGRICECON

Efficiency change in North-East China agricultural sector: A DEA approachOriginal Paper

Shiwei LIU, Pingyu ZHANG, Xiuli HE, Jing LI
Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun, Jinlin, China

A non-parametric Data Envelopment Analysis (DEA) technique was applied to investigate the degree of efficiency and efficiency change of prefecture-level cities in the North-East China from 2000 to 2012. Mean pure technical efficiency in a DEA model with the number of agriculture was 0.79, indicating that there is a big potential for a more efficient input utilization in agricultural productivity. Decomposition results of the Malmquist index indicated that the average productivity (MALM) growth at 8.0 percent annually over the entire period in the North-East China and the major source of growth was the technical change. In order to stimulate the productivity growth, more attention should be paid to improving the production efficiency. Polices should be enacted to increase the technical investment in agriculture, to enhance the rural education and research in agriculture which may help farmers to improve the agricultural efficiency and productivity. Given the limitations of the Statistical Yearbook data, some field investigation may carry out in future studies.

Keywords: agriculture, Data Envelopment Analysis, Malmquist productivity index, production efficiency

Published: November 30, 2015  Show citation

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LIU S, ZHANG P, HE X, LI J. Efficiency change in North-East China agricultural sector: A DEA approach. Agric. Econ. - Czech. 2015;61(11):522-532. doi: 10.17221/233/2014-AGRICECON.
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References

  1. Alston J.M., Beddow J.M., Pardey P.G. (2009): Agricultural Research, Productivity, and Food Prices in the Long Run. Science, 325: 1209-1210. Go to original source... Go to PubMed...
  2. Amor T.B., Muller C. (2010): Application of stochastic production frontier in the estimation of technical efficiency of irrigated agriculture in Tubisia. Agricultural Journal, 5: 50-56. Go to original source...
  3. Banker R.D., Charnes A., Cooper W.W. (1984): Some models for estimating technical and scale inefficiencies in Data Envelopment Analysis. Management Science, 30: 1078-1092. Go to original source...
  4. Bravo-Ureta B.E., Rivas T.E., Thiam A. (2001): A meta-analysis of technical efficiency in farming: a multi-country perspective. Available at http://www.ifmaonline.org/pdf/congress/Bravo-Ureta.pdf
  5. Caves D.W., Christensen L.R., Diewert W.E. (1982): Multilateral comparisons of output, input, and productivity using superlative index numbers. Economic Journal, 92: 73-86. Go to original source...
  6. Charnes A., Cooper W.W., Rhodes E. (1978): Measuring the efficiency of decision making units. European Journal of Operations Research, 2: 429-444. Go to original source...
  7. Chavas D.R., Izaurralde R.C., Thomson A.M., Gao X.G. (2009): Long-term climate change impacts on agricultural productivity in eastern China. Agricultural and Forest Meteorology, 149: 1118-1128. Go to original source...
  8. Chen P.C., Yu M.M., Chang C.C., Hsu S.H. (2008): Total factor productivity growth in China's agricultural sector. China Economic Review, 19: 580-593. Go to original source...
  9. Chen Z., Huffman W.E., Rozelle S. (2009): Farm technology and technical efficiency: Evidence from four regions in China. China Economic Review, 20: 153-161. Go to original source...
  10. Chen Z., Song S.F. (2008): Efficiency and technology gap in China's agriculture: A regional meta-frontier analysis. China Economic Review, 19: 287-296. Go to original source...
  11. Coelli T. (1996): A Guide to DEAP Version 2.1: A Data Envelopment Analysis (Computer) Program. Available at http://www.une.edu.au/econometrics/cepawp.htm.
  12. Färe R., Grosskopf S., Norris M., Zhang Z. (1994): Productivity growth, technical progress, and efficiency change in industrialized countries. American Economic Review, 84: 66-83.
  13. Farrell J.M. (1957): The measurement of productive efficiency. Journal of the Royal Statistical Society, 120: 253-290. Go to original source...
  14. Fried H.O. (2008): Effciency and production. In: Fried H.O., Lovell C.A.K., Schmidt S.S. (eds): Measurement of Productive Effciency and Productivity Growth. Oxford University Press, New York. Go to original source...
  15. Gallego F.J., Kussul N., Skakun S., Kravchenko O., Shelestov A., Kussul O. (2014): Efficiency assessment of using satellite data for crop area estimation in Ukraine. International Journal of Applied Earth Observation and Geoinformation, 29: 22-30. Go to original source...
  16. Garnett T., Appleby M.C., Balmford A., Bateman, Benton I.J., Bloomer T.G.P., Burlingame B., Dawkins M., Dolan L., Fraser D., Herrero M., Hoffmann I., Smith P., Thornton P.K., Toulmin C., Vermeulen S.J., Godfray H.C.J. (2013): Sustainable intensification in Agriculture: Premises and Policies. Science, 341: 33-34. Go to original source... Go to PubMed...
  17. Herrmann-Pillath C., Kirchert D., Pan J. (2002): Prefecture-level statistics as a source of data for research into China's regional development. The China Quarterly, 172: 956-985. Go to original source...
  18. Hoang V.N., Coelli T. (2011): Measurement of agricultural total factor productivity growth incorporating environmental factors: A nutrients balance approach. Journal of Environmental Economics and Management, 62: 462-474. Go to original source...
  19. Hu B.D., McAleer M. (2005): Estimation of Chinese agricultural production efficiencies with panel data. Mathematics and Computers in Simulation, 68: 475-484. Go to original source...
  20. Jaime M.M., Salazar C.A. (2011): Participation in organizations, technical efficiency and territorial differences: a study of small wheat farmers in Chile. Chilean Journal of Agriculture Research, 71: 104-113. Go to original source...
  21. Kolawole O. (2009): A meta-analysis of technical efficiency in Nigerian agriculture. In: International Association of Agricultural Economists 2009 Conference, August, 16-22, Beijing: 1-24.
  22. Liu X.W., Chen B.M. (2007): Efficiency and sustainability analysis of grain production in Jiangsu and Shaanxi Provinces of China. Journal of Cleaner Production, 15: 313-322. Go to original source...
  23. Liu Z.N., Zhuang J.Z. (2000): Determinants of technical efficiency in post-collective Chinese agriculture: Evidence from farm-level data1. Journal of Comparative Economics, 28: 545-564. Go to original source...
  24. Ma S.Z., Feng H. (2013): Will the decline of efficiency in China's agriculture come to an end? An analysis based on opening and convergence. China Economic Review, 27: 179-190. Go to original source...
  25. Manjunatha A.V., Anik A.R., Speelman S., Nuppenau E.A. (2013): Impact of land fragmentation, farm size, land ownership and crop diversity on profit and efficiency of irrigated farms in India. Land Use Policy, 31: 397-405. Go to original source...
  26. Mao W.N., Koo W.W. (1997): Productivity growth, technological progress, and efficiency change in Chinese agriculture: A DEA approach. China Economic Review, 8: 157-174. Go to original source...
  27. Monchuk D.C., Chen Z., Bonaparte Y. (2010): Explaining production inefficiency in China's agriculture using data envelopment analysis and semi-parametric bootstrapping. China Economic Review, 21: 346-354. Go to original source...
  28. Ogundari K. (2014): The paradigm of agricultural efficiency and its implication on food security in Africa: What does meta-analysis reveal? World Development, 64: 690-702. Go to original source...
  29. Ogundari K., Amos T.T., Okoruwa V.O. (2012): A Review of Nigerian agricultural efficiency literature, 1999-2011: What does one learn from frontier studies? African Development Review, 24: 93-106. Go to original source...
  30. Tan S., Heerink N., Kuyvenhoven A., Qu F. (2010): Impact of land fragmentation on rice producers technical efficiency in South-East China. Wageningen Journal of Life Sciences, 57: 117-123. Go to original source...
  31. Tao F.L., Yokozawa M., Zhang Z., Xu Y.L., Hayashi Y. (2009): Remote sensing of crop production in China by production efficiency models: models comparisons, estimates and uncertainties. Ecological Modelling, 183: 385-396. Go to original source...
  32. Thiam A., Bravo-Ureta B.E., Rivas T. (2001): Technical efficiency in developing country agriculture: a metaanalysis. Agricultural Economics, 25: 235-243. Go to original source...
  33. Tong H.Z., Fulginiti L.E., Sesmero J.P. (2009): Chinese Regional Agricultural Productivity: 1994-2005. Available at http://digitalcommons.unl.edu/cgi/viewcontent.cgi?article=1009&context=ageconfulginiti
  34. V. Ndlovu P., Mazvimavi K., An H., Murendo C. (2014): Productivity and efficiency analysis of maize under conservation agriculture in Zimbabwe. Agricultural Systems, 124: 21-31. Go to original source...
  35. Wang W.G., Li R.Z., Song Y.X., Wang F. (2012): The various components of agricultural land production efficiency in Jilin Province, China. Scientia Geographica Sinica, 32: 25-231.

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