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Is specialization a strategy to improve farm efficiency in northwest China?

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  • Weiying Liu
  • Sriram Shankar
  • Lihua Li

Abstract

Smallholders’ specialization and commercialization is a way out of poverty and has been an important policy recommendation for countries in the early stages of structural change. However, the promotion of specialized commercial farming remains controversial. This study ascertains whether specialization is a strategy for improving efficiency based on a sample of smallholders in northwest China. A two‐step approach was employed to examine the relationship between production specialization and various efficiency measures. The nonparametric production frontier method of data envelopment analysis (DEA) was used to derive input‐based efficiency measures, followed by the tobit estimation to identify the inefficiency determinants. The econometric analysis results confirm that specialization increases households’ technical efficiency (TE). However, in this study, we also find that specialization does not have a statistically significant impact on either the allocative or scale efficiency of the household. Food‐secure households are likely to be technically efficient, but TE is hindered by the external migration of more productive workers. Given the low estimates of farm efficiency in this study, policies facilitating labor markets and providing services for technical support and insurance should be implemented to encourage households to specialize in high‐value activities and integrate into markets.

Suggested Citation

  • Weiying Liu & Sriram Shankar & Lihua Li, 2021. "Is specialization a strategy to improve farm efficiency in northwest China?," Review of Development Economics, Wiley Blackwell, vol. 25(3), pages 1695-1710, August.
    • Handle: RePEc:bla:rdevec:v:25:y:2021:i:3:p:1695-1710
    DOI: 10.1111/rode.12782
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    as
    1. Jean-Paul Chavas & Ragan Petrie & Michael Roth, 2005. "Farm Household Production Efficiency: Evidence from The Gambia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(1), pages 160-179.
    2. Chavas, Jean-Paul, 2008. "On the economics of agricultural production," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 54(4), pages 1-16.
    3. Kolawole Ogundari, 2013. "Crop diversification and technical efficiency in food crop production," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 40(3), pages 267-287, February.
    4. Barrett, Christopher B., 1996. "On price risk and the inverse farm size-productivity relationship," Journal of Development Economics, Elsevier, vol. 51(2), pages 193-215, December.
    5. Amartya K. Sen, 1966. "Peasants and Dualism with or without Surplus Labor," Journal of Political Economy, University of Chicago Press, vol. 74(5), pages 425-425.
    6. 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.
    7. 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.
    8. Nadja El Benni & Robert Finger & Stefan Mann, 2012. "Effects of agricultural policy reforms and farm characteristics on income risk in Swiss agriculture," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 72(3), pages 301-324, November.
    9. Hoff, Ayoe, 2007. "Second stage DEA: Comparison of approaches for modelling the DEA score," European Journal of Operational Research, Elsevier, vol. 181(1), pages 425-435, August.
    10. Justin Kagin & J. Edward Taylor & Antonio Yúnez-Naude, 2016. "Inverse Productivity or Inverse Efficiency? Evidence from Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 52(3), pages 396-411, March.
    11. Coelli, Tim J. & Battese, George E., 1996. "Identification Of Factors Which Influence The Technical Inefficiency Of Indian Farmers," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 40(2), pages 1-26, August.
    12. Helfand, Steven M. & Levine, Edward S., 2004. "Farm size and the determinants of productive efficiency in the Brazilian Center-West," Agricultural Economics, Blackwell, vol. 31(2-3), pages 241-249, December.
    13. Paul V. Preckel & Jay T. Akridge & Michael A. Boland, 1997. "Efficiency measures for retail fertilizer dealers," Agribusiness, John Wiley & Sons, Ltd., vol. 13(5), pages 497-509.
    14. Earl O. Heady, 1952. "Diversification in Resource Allocation and Minimization of Income Variability," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 34(4), pages 482-496.
    15. Tim J. Coelli & D. S. Prasada Rao, 2005. "Total factor productivity growth in agriculture: a Malmquist index analysis of 93 countries, 1980–2000," Agricultural Economics, International Association of Agricultural Economists, vol. 32(s1), pages 115-134, January.
    16. 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.
    17. Colin A. Carter & Funing Zhong & Jing Zhu, 2012. "Advances in Chinese Agriculture and its Global Implications," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(1), pages 1-36.
    18. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, January.
    19. Eswaran, Mukesh & Kotwal, Ashok, 1986. "Access to Capital and Agrarian Production Organisation," Economic Journal, Royal Economic Society, vol. 96(382), pages 482-498, June.
    20. 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.
    21. Heltberg, Rasmus, 1998. "Rural market imperfections and the farm size-- productivity relationship: Evidence from Pakistan," World Development, Elsevier, vol. 26(10), pages 1807-1826, October.
    22. Wu, Shunxiang & Prato, Anthony A., 2006. "Cost Efficiency and Scope Economies of Crop and Livestock Farms in Missouri," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 38(3), pages 1-15, December.
    23. Wu, Shunxiang & Prato, Tony, 2006. "Cost Efficiency and Scope Economies of Crop and Livestock Farms in Missouri," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 38(3), pages 539-553, December.
    24. Wiens, Thomas B., 1987. "Issues in the structural reform of Chinese agriculture," Journal of Comparative Economics, Elsevier, vol. 11(3), pages 372-384, September.
    25. Chavas, Jean-Paul, 2001. "Structural change in agricultural production: Economics, technology and policy," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 5, pages 263-285, Elsevier.
    26. C. Peter Timmer, 1997. "Farmers and Markets: The Political Economy of New Paradigms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(2), pages 621-627.
    27. 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.
    28. Chavas, Jean-Paul & Aliber, Michael, 1993. "An Analysis Of Economic Efficiency In Agriculture: A Nonparametric Approach," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 18(1), pages 1-16, July.
    29. Jema Haji, 2007. "Production Efficiency of Smallholders' Vegetable-dominated Mixed Farming System in Eastern Ethiopia: A Non-Parametric Approach," Journal of African Economies, Centre for the Study of African Economies, vol. 16(1), pages 1-27, January.
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