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Self-Owned or Outsourced? The Impact of Farm Machinery Adoption Decisions on Chinese Farm Households’ Operating Income

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Listed:
  • Yuan Hu

    (College of Management, Sichuan Agricultural University, Chengdu 611130, China)

  • Ziyang Zhou

    (College of Management, Sichuan Agricultural University, Chengdu 611130, China)

  • Li Zhou

    (College of Management, Sichuan Agricultural University, Chengdu 611130, China)

  • Caiming Liu

    (College of Management, Sichuan Agricultural University, Chengdu 611130, China)

Abstract

Using farm machinery plays a significant role in easing the issue of slowing growth of operating income among farm households in China. Drawing data from CFPS2018, this study adopts a multinomial endogenous switching regression (MESR) to analyze the factors influencing farm households’ choices regarding self-owned farm machinery and outsourced machinery services, as well as their subsequent impact on operating income. The results of the study show that the characteristics of the head of household, family, village, and region have a significant impact on the farm households’ selection of whether to use self-owned machinery or outsourced services. Furthermore, the exclusive use of self-owned farm machinery and the combined use of both self-owned and outsourced machinery substantially enhance farm households’ operating income. An additional analysis indicates that these two types of machinery are complementary, and their combined use generates a superimposed effect that further boosts income. These findings suggest that the combined use of self-owned and outsourced machinery is optimal for farm households who wish to expand their operating income.

Suggested Citation

  • Yuan Hu & Ziyang Zhou & Li Zhou & Caiming Liu, 2024. "Self-Owned or Outsourced? The Impact of Farm Machinery Adoption Decisions on Chinese Farm Households’ Operating Income," Agriculture, MDPI, vol. 14(11), pages 1-26, October.
    • Handle: RePEc:gam:jagris:v:14:y:2024:i:11:p:1936-:d:1510290
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    References listed on IDEAS

    as
    1. Mingyang Han & Ruifeng Liu & Hengyun Ma & Kaiyang Zhong & Jian Wang & Yifan Xu, 2022. "The Impact of Social Capital on Farmers’ Willingness to Adopt New Agricultural Technologies: Empirical Evidence from China," Agriculture, MDPI, vol. 12(9), pages 1-19, September.
    2. Williamson, Oliver E, 1979. "Transaction-Cost Economics: The Governance of Contractural Relations," Journal of Law and Economics, University of Chicago Press, vol. 22(2), pages 233-261, October.
    3. Siyu Yang & Wei Li, 2023. "The Impact of Socialized Agricultural Machinery Services on the Labor Transfer of Maize Growers," Agriculture, MDPI, vol. 13(6), pages 1-21, June.
    4. Mohammed, Kamaldeen & Batung, Evans & Saaka, Sulemana Ansumah & Kansanga, Moses Mosonsieyiri & Luginaah, Isaac, 2023. "Determinants of mechanized technology adoption in smallholder agriculture: Implications for agricultural policy," Land Use Policy, Elsevier, vol. 129(C).
    5. Qiu, Tongwei & Shi, Xinjie & He, Qinying & Luo, Biliang, 2021. "The paradox of developing agricultural mechanization services in China: Supporting or kicking out smallholder farmers?," China Economic Review, Elsevier, vol. 69(C).
    6. Pan, Dan & Zhang, Ning & Kong, Fanbin, 2021. "Does it matter who gives information? The impact of information sources on farmers’ pesticide use in China," Journal of Asian Economics, Elsevier, vol. 76(C).
    7. Awudu Abdulai & Wallace Huffman, 2014. "The Adoption and Impact of Soil and Water Conservation Technology: An Endogenous Switching Regression Application," Land Economics, University of Wisconsin Press, vol. 90(1), pages 26-43.
    8. François Bourguignon & Martin Fournier & Marc Gurgand, 2007. "Selection Bias Corrections Based On The Multinomial Logit Model: Monte Carlo Comparisons," Journal of Economic Surveys, Wiley Blackwell, vol. 21(1), pages 174-205, February.
    9. Meng, Meng & Zhang, Wuke & Zhu, Xi & Shi, Qinghua, 2024. "Agricultural mechanization and rural worker mobility: Evidence from the Agricultural Machinery Purchase Subsidies programme in China," Economic Modelling, Elsevier, vol. 139(C).
    10. 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).
    11. Mauro Vigani & Jonas Kathage, 2019. "To Risk or Not to Risk? Risk Management and Farm Productivity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(5), pages 1432-1454.
    12. Qian, Long & Lu, Hua & Gao, Qiang & Lu, Hualiang, 2022. "Household-owned farm machinery vs. outsourced machinery services: The impact of agricultural mechanization on the land leasing behavior of relatively large-scale farmers in China," Land Use Policy, Elsevier, vol. 115(C).
    13. Elaine M. Liu, 2013. "Time to Change What to Sow: Risk Preferences and Technology Adoption Decisions of Cotton Farmers in China," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1386-1403, October.
    14. Xiaobing Wang & Futoshi Yamauchi & Jikun Huang, 2016. "Rising wages, mechanization, and the substitution between capital and labor: evidence from small scale farm system in China," Agricultural Economics, International Association of Agricultural Economists, vol. 47(3), pages 309-317, May.
    15. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    16. Wang, Xiaobing & Herzfeld, Thomas & Glauben, Thomas, 2007. "Labor allocation in transition: Evidence from Chinese rural households," China Economic Review, Elsevier, vol. 18(3), pages 287-308.
    17. Wulai Jijue & Junlan Xiang & Xin Yi & Xiaowen Dai & Chenming Tang & Yuying Liu, 2024. "Market Participation and Farmers’ Adoption of Green Control Techniques: Evidence from China," Agriculture, MDPI, vol. 14(7), pages 1-21, July.
    18. Salvatore Di Falco & Marcella Veronesi, 2013. "How Can African Agriculture Adapt to Climate Change? A Counterfactual Analysis from Ethiopia," Land Economics, University of Wisconsin Press, vol. 89(4), pages 743-766.
    19. Adane Tufa & Arega Alene & Hambulo Ngoma & Paswel Marenya & Julius Manda & Md Abdul Matin & Christian Thierfelder & David Chikoye, 2024. "Willingness to pay for agricultural mechanization services by smallholder farmers in Malawi," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 248-276, January.
    20. Menale Kassie & Paswel Marenya & Yohannis Tessema & Moti Jaleta & Di Zeng & Olaf Erenstein & Dil Rahut, 2018. "Measuring Farm and Market Level Economic Impacts of Improved Maize Production Technologies in Ethiopia: Evidence from Panel Data," Journal of Agricultural Economics, Wiley Blackwell, vol. 69(1), pages 76-95, February.
    21. Qiao, Fangbin, 2017. "Increasing wage, mechanization, and agriculture production in China," China Economic Review, Elsevier, vol. 46(C), pages 249-260.
    22. Mauro Vigani & Jonas Kathage, 2019. "To Risk or Not to Risk? Risk Management and Farm Productivity," American Journal of Agricultural Economics, John Wiley & Sons, vol. 101(5), pages 1432-1454, October.
    23. Phu Nguyen-Van & Cyrielle Poiraud & Nguyen To-The, 2017. "Modeling farmers’ decisions on tea varieties in Vietnam: a multinomial logit analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 48(3), pages 291-299, May.
    24. Jin Yang & Zuhui Huang & Xiaobo Zhang & Thomas Reardon, 2013. "The Rapid Rise of Cross-Regional Agricultural Mechanization Services in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(5), pages 1245-1251.
    25. Ping Xue & Xinru Han & Yongchun Wang & Xiudong Wang, 2022. "Can Agricultural Machinery Harvesting Services Reduce Cropland Abandonment? Evidence from Rural China," Agriculture, MDPI, vol. 12(7), pages 1-15, June.
    26. Parvathi, Priyanka & Waibel, Hermann, 2016. "Organic Agriculture and Fair Trade: A Happy Marriage? A Case Study of Certified Smallholder Black Pepper Farmers in India," World Development, Elsevier, vol. 77(C), pages 206-220.
    27. Suresh, Kanesh & Khanal, Uttam & Wilson, Clevo & Managi, Shunsuke & Quayle, Annette & Santhirakumar, Samithamby, 2021. "An economic analysis of agricultural adaptation to climate change impacts in Sri Lanka: An endogenous switching regression analysis," Land Use Policy, Elsevier, vol. 109(C).
    28. Gao, Jia & Song, Ge & Sun, Xueqing, 2020. "Does labor migration affect rural land transfer? Evidence from China," Land Use Policy, Elsevier, vol. 99(C).
    29. Guohua Yu & Zheng Lu, 2021. "Rural credit input, labor transfer and urban–rural income gap: evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 13(4), pages 872-893, June.
    30. Makaiko G. Khonje & Julius Manda & Petros Mkandawire & Adane Hirpa Tufa & Arega D. Alene, 2018. "Adoption and welfare impacts of multiple agricultural technologies: evidence from eastern Zambia," Agricultural Economics, International Association of Agricultural Economists, vol. 49(5), pages 599-609, September.
    31. Edinam Dope Setsoafia & Wanglin Ma & Alan Renwick, 2022. "Effects of sustainable agricultural practices on farm income and food security in northern Ghana," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-15, December.
    32. Liu, Elaine M. & Huang, JiKun, 2013. "Risk preferences and pesticide use by cotton farmers in China," Journal of Development Economics, Elsevier, vol. 103(C), pages 202-215.
    33. Yamauchi, Futoshi, 2016. "Rising real wages, mechanization and growing advantage of large farms: Evidence from Indonesia," Food Policy, Elsevier, vol. 58(C), pages 62-69.
    34. Yanyuan Zhang & Xintong Wu, 2023. "Risk Management Effects of Insurance Purchase and Organization Participation: Which Is More Effective?," Agriculture, MDPI, vol. 13(10), pages 1-16, September.
    35. Liangzhen Zang & Yahua Wang & Jinkai Ke & Yiqing Su, 2022. "What Drives Smallholders to Utilize Socialized Agricultural Services for Farmland Scale Management? Insights from the Perspective of Collective Action," Land, MDPI, vol. 11(6), pages 1-25, June.
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