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Do outsourcing services provided by agricultural cooperatives affect technical efficiency? Insights from tobacco farmers in China

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  • Junying Lin
  • Songqing Jin
  • Hongdong Guo

Abstract

In this study, we assess whether household outsourcing production tasks provided by tobacco cooperatives affect household technical efficiency, using the survey data from 449 households in Guizhou Province, China in 2014. The one‐step estimation of the stochastic frontier production function is employed. We also use the instrumental variable approach to address the potential selection biases that may arise from unobserved factors that are correlated with both outsourcing service adoption and technical efficiency. The empirical results show that the farmers’ decision to outsource agricultural services provided by cooperatives has a positive effect on technical efficiency. The effects of outsourcing on technical efficiency are highly heterogeneous at different production stages. It is also interesting to note that the magnitudes of outsourcing effects on technical efficiency are similar between labor‐intensive services and technology‐intensive services.

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  • Junying Lin & Songqing Jin & Hongdong Guo, 2023. "Do outsourcing services provided by agricultural cooperatives affect technical efficiency? Insights from tobacco farmers in China," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 94(3), pages 781-804, September.
    • Handle: RePEc:bla:annpce:v:94:y:2023:i:3:p:781-804
    DOI: 10.1111/apce.12435
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    as
    1. Cai, Yi & Sun, Yucheng & Qi, Wene & Yi, Famin, 2022. "Impact of smartphone use on production outsourcing: evidence from litchi farming in southern China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(4), September.
    2. Rodríguez, Orlando & Vrachioli, Maria & Sauer, Johannes, 2022. "Payments for environmental services and coffee production in Colombia: Technical efficiency across the world heritage status borders," Ecological Economics, Elsevier, vol. 200(C).
    3. Abdul-Rahaman, Awal & Abdulai, Awudu, 2018. "Do farmer groups impact on farm yield and efficiency of smallholder farmers? Evidence from rice farmers in northern Ghana," Food Policy, Elsevier, vol. 81(C), pages 95-105.
    4. Abhijit Banerjee & Rema Hanna & Jordan Kyle & Benjamin A. Olken & Sudarno Sumarto, 2019. "Private Outsourcing and Competition: Subsidized Food Distribution in Indonesia," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 101-137.
    5. Rahman, Sanzidur, 2003. "Profit efficiency among Bangladeshi rice farmers," Food Policy, Elsevier, vol. 28(5-6), pages 487-503.
    6. Liu, Ziming & Rommel, Jens & Feng, Shuyi, 2018. "Does It Pay to Participate in Decision-making? Survey Evidence on Land Co-management in Jiangsu Province, China," Ecological Economics, Elsevier, vol. 143(C), pages 199-209.
    7. Mustafa U. Karakaplan, 2017. "Fitting endogenous stochastic frontier models in Stata," Stata Journal, StataCorp LP, vol. 17(1), pages 39-55, March.
    8. Songqing Jin & T. S. Jayne, 2013. "Land Rental Markets in Kenya: Implications for Efficiency, Equity, Household Income, and Poverty," Land Economics, University of Wisconsin Press, vol. 89(2), pages 246-271.
    9. Liu, Ziming & Rommel, Jens & Feng, Shuyi & Hanisch, Markus, 2017. "Can land transfer through land cooperatives foster off-farm employment in China?," China Economic Review, Elsevier, vol. 45(C), pages 35-44.
    10. Dingqiang Sun & Michael Rickaille & Zhigang Xu, 2018. "Determinants and impacts of outsourcing pest and disease management," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(3), pages 443-461, August.
    11. Hansen, Mark H. & Morrow, J.L., Jr. & Batista, Juan C., 2002. "The Impact Of Trust On Cooperative Membership Retention, Performance, And Satisfaction: An Exploratory Study," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 5(1), pages 1-19.
    12. Ellen Verhofstadt & Miet Maertens, 2014. "Smallholder cooperatives and agricultural performance in Rwanda: do organizational differences matter?," Agricultural Economics, International Association of Agricultural Economists, vol. 45(S1), pages 39-52, November.
    13. Ma, Xianlei & Heerink, Nico & Feng, Shuyi & Shi, Xiaoping, 2017. "Land tenure security and technical efficiency: new insights from a case study in Northwest China," Environment and Development Economics, Cambridge University Press, vol. 22(3), pages 305-327, June.
    14. Zhang, Xiaobo & Yang, Jin & Reardon, Thomas, 2020. "Mechanization outsourcing clusters and division of labor in Chinese agriculture," IFPRI book chapters, in: An evolving paradigm of agricultural mechanization development: How much can Africa learn from Asia?, chapter 2, pages 71-96, International Food Policy Research Institute (IFPRI).
    15. Abdulai, Awudu & Eberlin, Richard, 2001. "Technical efficiency during economic reform in Nicaragua: evidence from farm household survey data," Economic Systems, Elsevier, vol. 25(2), pages 113-125, June.
    16. Abebaw, Degnet & Haile, Mekbib G., 2013. "The impact of cooperatives on agricultural technology adoption: Empirical evidence from Ethiopia," Food Policy, Elsevier, vol. 38(C), pages 82-91.
    17. Hisatoshi Hoken & Qun Su, 2018. "Measuring the effect of agricultural cooperatives on household income: Case study of a rice‐producing cooperative in China," Agribusiness, John Wiley & Sons, Ltd., vol. 34(4), pages 831-846, October.
    18. Kumar, Anjani & Saroj, Sunil & Joshi, P.K. & Takeshima, Hiroyuki, 2018. "Does cooperative membership improve household welfare? Evidence from a panel data analysis of smallholder dairy farmers in Bihar, India," Food Policy, Elsevier, vol. 75(C), pages 24-36.
    19. Xiaoshi Zhou & Wanglin Ma & Gucheng Li & Huanguang Qiu, 2020. "Farm machinery use and maize yields in China: an analysis accounting for selection bias and heterogeneity," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1282-1307, October.
    20. Abdoulaye, Ibrahim Djido & Sanders, John H., 2013. "A Matching Approach to Analyze the Impact of New Agricultural Technologies: Productivity and Technical Efficiency in Niger," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150434, Agricultural and Applied Economics Association.
    21. Wanglin Ma & Awudu Abdulai, 2017. "The economic impacts of agricultural cooperatives on smallholder farmers in rural China," Agribusiness, John Wiley & Sons, Ltd., vol. 33(4), pages 537-551, September.
    22. Yitayew, Asresu & Abdulai, Awudu & Yigezu, Yigezu A., 2023. "The effects of advisory services and technology channeling on farm yields and technical efficiency of wheat farmers in Ethiopia," Food Policy, Elsevier, vol. 116(C).
    23. Dingqiang Sun & Michael Rickaille & Zhigang Xu, 2018. "Determinants and impacts of outsourcing pest and disease management," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(3), pages 443-461, August.
    24. Travis J. Lybbert & Nicholas Magnan & David J. Spielman & Anil K. Bhargava & Kajal Gulati, 2018. "Targeting Technology to Increase Smallholder Profits and Conserve Resources: Experimental Provision of Laser Land-Leveling Services to Indian Farmers," Economic Development and Cultural Change, University of Chicago Press, vol. 66(2), pages 265-306.
    25. Meike Wollni & Manfred Zeller, 2007. "Do farmers benefit from participating in specialty markets and cooperatives? The case of coffee marketing in Costa Rica1," Agricultural Economics, International Association of Agricultural Economists, vol. 37(2‐3), pages 243-248, September.
    26. Klaus Deininger & Daniel Ayalew Ali & Tekie Alemu, 2013. "Productivity effects of land rental market operation in Ethiopia: evidence from a matched tenant--landlord sample," Applied Economics, Taylor & Francis Journals, vol. 45(25), pages 3531-3551, September.
    27. T Vernimmen & W Verbeke & G van Huylenbroeck, 2000. "Transaction cost analysis of outsourcing farm administration by Belgian farmers," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 27(3), pages 325-345, September.
    28. Hung-jen Wang & Peter Schmidt, 2002. "One-Step and Two-Step Estimation of the Effects of Exogenous Variables on Technical Efficiency Levels," Journal of Productivity Analysis, Springer, vol. 18(2), pages 129-144, September.
    29. Ito, Junichi & Bao, Zongshun & Su, Qun, 2012. "Distributional effects of agricultural cooperatives in China: Exclusion of smallholders and potential gains on participation," Food Policy, Elsevier, vol. 37(6), pages 700-709.
    30. Megersa DEBELA & Sisay DIRIBA & Hailemichael BEKELE, 2018. "Impact Of Cooperatives Membership On Economy In Eastern Oromia: The Case Of Haramaya Agricultural Farmers Cooperative Union (Hafcu)," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 89(2), pages 361-376, June.
    31. Ma, Wanglin & Renwick, Alan & Yuan, Peng & Ratna, Nazmun, 2018. "Agricultural cooperative membership and technical efficiency of apple farmers in China: An analysis accounting for selectivity bias," Food Policy, Elsevier, vol. 81(C), pages 122-132.
    32. Lin, Bin & Wang, Xiaoxi & Jin, Songqing & Yang, Wanjiang & Li, Houjian, 2022. "Impacts of cooperative membership on rice productivity: Evidence from China," World Development, Elsevier, vol. 150(C).
    33. Abedullah & Shahzad Kouser & Matin Qaim, 2015. "Bt Cotton, Pesticide Use and Environmental Efficiency in Pakistan," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(1), pages 66-86, February.
    34. Binam, Joachim Nyemeck & Tonye, Jean & wandji, Njankoua & Nyambi, Gwendoline & Akoa, Mireille, 2004. "Factors affecting the technical efficiency among smallholder farmers in the slash and burn agriculture zone of Cameroon," Food Policy, Elsevier, vol. 29(5), pages 531-545, October.
    35. 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.
    36. Xue Qu & Daizo Kojima & Laping Wu & Mitsuyoshi Ando, 2022. "Do Farming Scale and Mechanization Affect Moral Hazard in Rice Harvest Outsourcing Service in China?," Agriculture, MDPI, vol. 12(8), pages 1-12, August.
    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. Fangbin Qiao & Jikun Huang, 2020. "Technical Efficiency of Bacillus thuringiensis Cotton in China: Results from Household Surveys," Economic Development and Cultural Change, University of Chicago Press, vol. 68(3), pages 947-963.
    39. Jasper GRASHUIS & Ye SU, 2019. "A Review Of The Empirical Literature On Farmer Cooperatives: Performance, Ownership And Governance, Finance, And Member Attitude," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 90(1), pages 77-102, March.
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