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Assessing the Impacts of Land Consolidation on Agricultural Technical Efficiency of Producers: A Survey from Jiangsu Province, China

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  • Siyan Zeng

    (School of Environment Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221043, China)

  • Fengwu Zhu

    (Key Laboratory of Coastal Zone Exploitation and Protection, Ministry of Land and Resource, Institute of Land Surveying and Planning of Jiangsu, Nanjing 210096, China)

  • Fu Chen

    (School of Environment Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221043, China
    Low Carbon Energy Institute, China University of Mining and Technology, Xuzhou 221008, China)

  • Man Yu

    (School of Environment Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221043, China)

  • Shaoliang Zhang

    (School of Environment Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221043, China)

  • Yongjun Yang

    (School of Environment Science and Spatial Informatics, China University of Mining and Technology, Xuzhou 221043, China)

Abstract

Since the year 2000, China has implemented large-scale land consolidation, which was used to reduce land fragmentation, enhance grain yield capability, facilitate land tenure transfer, and promote agricultural operational scale. However, the impacts of land consolidation on agricultural technical efficiency of producers in practice is not yet clear. A field survey was executed at two points of time during July 2010 and July 2016. A total of 900 producers were chosen from 30 land consolidation projects at random in the Jiangsu Province. The agricultural technical efficiency caused by land consolidation was calculated by using a stochastic frontier analysis method. The results of a stochastic frontier production function reveal that land tenure transfer, land fragmentation, non-agricultural income, and crop diversity has undergone significant changes after land consolidation. The overall agricultural technical efficiency of producers had also increased considerably and the average technical efficiency was estimated at 0.924 after land consolidation. Land consolidation directly promotes land tenure transfer while indirectly encouraging non-agricultural employment, which could improve agricultural technical efficiency of producers. Non-agricultural income and crop diversity had a significant correlation with agricultural technical efficiency, but land fragmentation after land consolidation does not significantly improve technical efficiency. These conclusions are helpful in understanding the impacts of land consolidation, which enriches the academic literature in related fields and improves the policy of land consolidation in China and other developing countries.

Suggested Citation

  • Siyan Zeng & Fengwu Zhu & Fu Chen & Man Yu & Shaoliang Zhang & Yongjun Yang, 2018. "Assessing the Impacts of Land Consolidation on Agricultural Technical Efficiency of Producers: A Survey from Jiangsu Province, China," Sustainability, MDPI, vol. 10(7), pages 1-17, July.
  • Handle: RePEc:gam:jsusta:v:10:y:2018:i:7:p:2490-:d:158270
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    as
    1. Taylor, Timothy G. & Scott Shonkwiler, J., 1986. "Alternative stochastic specifications of the frontier production function in the analysis of agricultural credit programs and technical efficiency," Journal of Development Economics, Elsevier, vol. 21(1), pages 149-160, April.
    2. Chen, Zhuo & Huffman, Wallace E. & Rozelle, Scott, 2009. "Farm technology and technical efficiency: Evidence from four regions in China," China Economic Review, Elsevier, vol. 20(2), pages 153-161, June.
    3. Jin Yang & Hui Wang & Songqing Jin & Kevin Chen & Jeffrey Riedinger & Chao Peng, 2016. "Migration, local off-farm employment, and agricultural production efficiency: evidence from China," Journal of Productivity Analysis, Springer, vol. 45(3), pages 247-259, June.
    4. Nguyen, Tin & Cheng, Enjiang & Findlay, Christopher, 1996. "Land fragmentation and farm productivity in China in the 1990s," China Economic Review, Elsevier, vol. 7(2), pages 169-180.
    5. Bizimana, Claude & Nieuwoudt, W. Lieb & Ferrer, Stuart R.D., 2004. "Farm size, land fragmentation and economic efficiency in southern Rwanda," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 43(2), pages 1-19, June.
    6. Van Hung, Pham & MacAulay, T. Gordon & Marsh, Sally P., 2007. "The economics of land fragmentation in the north of Vietnam," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 51(2), pages 1-17.
    7. Guvele, C. A., 2001. "Gains from crop diversification in the Sudan Gezira scheme," Agricultural Systems, Elsevier, vol. 70(1), pages 319-333, October.
    8. Nel, A.A. & Loubser, H.L., 2004. "The impact of crop rotation on profitability and production risk in the Eastern and North Western Free State," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 43(1), pages 1-11, March.
    9. Jeffrey D. Michler & Gerald E. Shively, 2015. "Land Tenure, Tenure Security and Farm Efficiency: Panel Evidence from the Philippines," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(1), pages 155-169, February.
    10. Sein Mar & Hisako Nomura & Yoshifumi Takahashi & Kazuo Ogata & Mitsuyasu Yabe, 2018. "Impact of Erratic Rainfall from Climate Change on Pulse Production Efficiency in Lower Myanmar," Sustainability, MDPI, vol. 10(2), pages 1-16, February.
    11. Coelli, Tim & Fleming, Euan, 2004. "Diversification economies and specialisation efficiencies in a mixed food and coffee smallholder farming system in Papua New Guinea," Agricultural Economics, Blackwell, vol. 31(2-3), pages 229-239, December.
    12. Kawasaki, Kentaro, 2010. "The costs and benefits of land fragmentation of rice farms in Japan," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 54(4), pages 1-18.
    13. Martine Audibert, 1997. "Technical Inefficiency Effects Among Paddy Farmers in the Villages of the ‘Office du Niger’, Mali, West Africa," Journal of Productivity Analysis, Springer, vol. 8(4), pages 379-394, November.
    14. Tim Coelli & Sanzidur Rahman & Colin Thirtle, 2002. "Technical, Allocative, Cost and Scale Efficiencies in Bangladesh Rice Cultivation: A Non‐parametric Approach," Journal of Agricultural Economics, Wiley Blackwell, vol. 53(3), pages 607-626, November.
    15. Nodir Djanibekov & Kristof van Assche & Ihtiyor Bobojonov & John Lamers, 2012. "Farm Restructuring and Land Consolidation in Uzbekistan: New Farms with Old Barriers," Europe-Asia Studies, Taylor & Francis Journals, vol. 64(6), pages 1101-1126.
    16. Alan de Brauw & Jikun Huang & Linxiu Zhang & Scott Rozelle, 2013. "The Feminisation of Agriculture with Chinese Characteristics," Journal of Development Studies, Taylor & Francis Journals, vol. 49(5), pages 689-704, May.
    17. Lowder, Sarah K. & Skoet, Jakob & Raney, Terri, 2016. "The Number, Size, and Distribution of Farms, Smallholder Farms, and Family Farms Worldwide," World Development, Elsevier, vol. 87(C), pages 16-29.
    18. Sherlund, Shane M. & Barrett, Christopher B. & Adesina, Akinwumi A., 2002. "Smallholder technical efficiency controlling for environmental production conditions," Journal of Development Economics, Elsevier, vol. 69(1), pages 85-101, October.
    19. Sebastian Lakner & Stefan Kirchweger & Daniel Hoop & Bernhard Brümmer & Jochen Kantelhardt, 2018. "The Effects of Diversification Activities on the Technical Efficiency of Organic Farms in Switzerland, Austria, and Southern Germany," Sustainability, MDPI, vol. 10(4), pages 1-18, April.
    20. Fleur Wouterse, 2010. "Migration and technical efficiency in cereal production: evidence from Burkina Faso," Agricultural Economics, International Association of Agricultural Economists, vol. 41(5), pages 385-395, September.
    21. Llewelyn, Richard V. & Williams, Jeffery R., 1996. "Nonparametric analysis of technical, pure technical, and scale efficiencies for food crop production in East Java, Indonesia," Agricultural Economics, Blackwell, vol. 15(2), pages 113-126, November.
    22. Rahman, Sanzidur, 2009. "Whether crop diversification is a desired strategy for agricultural growth in Bangladesh?," Food Policy, Elsevier, vol. 34(4), pages 340-349, August.
    23. Kentaro Kawasaki, 2010. "The costs and benefits of land fragmentation of rice farms in Japan ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 54(4), pages 509-526, October.
    24. Abdul Wadud & Ben White, 2000. "Farm household efficiency in Bangladesh: a comparison of stochastic frontier and DEA methods," Applied Economics, Taylor & Francis Journals, vol. 32(13), pages 1665-1673.
    25. Ying Liu & Chenggang Wang & Zeng Tang & Zhibiao Nan, 2017. "Farmland Rental and Productivity of Wheat and Maize: An Empirical Study in Gansu, China," Sustainability, MDPI, vol. 9(10), pages 1-18, September.
    26. John Pender & Marcel Fafchamps, 2006. "Land Lease Markets and Agricultural Efficiency in Ethiopia," Journal of African Economies, Centre for the Study of African Economies, vol. 15(2), pages 251-284, June.
    27. Binswanger, Hans P. & Deininger, Klaus & Feder, Gershon, 1995. "Power, distortions, revolt and reform in agricultural land relations," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 42, pages 2659-2772, Elsevier.
    28. Fu Chen & Man Yu & Fengwu Zhu & Chunzhu Shen & Shaoliang Zhang & Yongjun Yang, 2018. "Rethinking Rural Transformation Caused by Comprehensive Land Consolidation: Insight from Program of Whole Village Restructuring in Jiangsu Province, China," Sustainability, MDPI, vol. 10(6), pages 1-16, June.
    29. Latruffe, Laure & Fogarasi, József & Desjeux, Yann, 2012. "Efficiency, productivity and technology comparison for farms in Central and Western Europe: The case of field crop and dairy farming in Hungary and France," Economic Systems, Elsevier, vol. 36(2), pages 264-278.
    30. George Vlontzos & Garyfallos Arabatzis & Basil Manos, 2014. "Investigation of the relative efficiency of LEADER+ in rural areas of Northern Greece," International Journal of Green Economics, Inderscience Enterprises Ltd, vol. 8(1), pages 37-48.
    31. Hazarika, Gautam & Alwang, Jeffrey, 2003. "Access to credit, plot size and cost inefficiency among smallholder tobacco cultivators in Malawi," Agricultural Economics, Blackwell, vol. 29(1), pages 99-109, July.
    32. Coelli, Tim & Perelman, Sergio, 1999. "A comparison of parametric and non-parametric distance functions: With application to European railways," European Journal of Operational Research, Elsevier, vol. 117(2), pages 326-339, September.
    33. 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.
    34. Pham Van Hung & T. Gordon MacAulay & Sally P. Marsh, 2007. "The economics of land fragmentation in the north of Vietnam ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 51(2), pages 195-211, June.
    35. Jikun Huang & Liangliang Gao & Scott Rozelle, 2012. "The effect of off‐farm employment on the decisions of households to rent out and rent in cultivated land in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 4(1), pages 5-17, January.
    36. 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.
    37. Yishao Shi & Xiangyang Cao & Dongmei Fu & Yuncai Wang, 2018. "Comprehensive Value Discovery of Land Consolidation Projects: An Empirical Analysis of Shanghai, China," Sustainability, MDPI, vol. 10(6), pages 1-17, June.
    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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