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Farmers’ Endowments, Technology Perception and Green Production Technology Adoption Behavior

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  • Yunlong Sui

    (College of Management, Ocean University of China, Qingdao 266100, China)

  • Qiang Gao

    (College of Management, Ocean University of China, Qingdao 266100, China)

Abstract

The motivation of this paper is to explore the influence of farmers’ endowments and technology perceptions on farmers’ green production technology adoption behaviors. Based on a survey of 471 grain farmers in the main grain-producing areas of Shandong Province, the Heckman model was used to empirically analyze the influence of farmers’ endowments on their adoption behavior of green production technologies, and the moderating effect of technology perception on the relationship between the two was further investigated. The study showed that: (1) More than half of the farmers adopted more than three green production technologies, and only 11.5% did not adopt them. In terms of adoption structure, the adoption rate of green pest control technology was the highest at 67.7%, while the adoption rate of moderate deep pine technology was the lowest at 32.7%. The adoption structure should be further optimized. (2) After controlling for sample selection bias, farmers’ endowments have a significant positive effect on farmers’ green production technology adoption behaviors. The ordinary least square regression overestimates the main effect of farmers’ endowments by 8.5% compared with the Heckman model. (3) Technology cognition can effectively promote the positive effect of farmers’ endowments on green production technology adoption, in which the moderating effect of technology–economic cognition is higher than that of technology–environmental cognition. (4) There is heterogeneity in the effects of farmers’ endowments and technology cognition on different adoption subjects and technology types. The above findings provide an in-depth explanation for activating the endogenous drivers of green agriculture development.

Suggested Citation

  • Yunlong Sui & Qiang Gao, 2023. "Farmers’ Endowments, Technology Perception and Green Production Technology Adoption Behavior," Sustainability, MDPI, vol. 15(9), pages 1-18, April.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:9:p:7385-:d:1136057
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    1. Liu, Moucheng & Yang, Lun & Bai, Yanying & Min, Qingwen, 2018. "The impacts of farmers’ livelihood endowments on their participation in eco-compensation policies: Globally important agricultural heritage systems case studies from China," Land Use Policy, Elsevier, vol. 77(C), pages 231-239.
    2. Das, Usha & Ansari, M.A. & Ghosh, Souvik, 2022. "Effectiveness and upscaling potential of climate smart agriculture interventions: Farmers' participatory prioritization and livelihood indicators as its determinants," Agricultural Systems, Elsevier, vol. 203(C).
    3. Nakano, Yuko & Tsusaka, Takuji W. & Aida, Takeshi & Pede, Valerien O., 2018. "Is farmer-to-farmer extension effective? The impact of training on technology adoption and rice farming productivity in Tanzania," World Development, Elsevier, vol. 105(C), pages 336-351.
    4. Guo, Zhangdong & Chen, Xiaoqi & Zhang, Yongwang, 2022. "Impact of environmental regulation perception on farmers' agricultural green production technology adoption: A new perspective of social capital," Technology in Society, Elsevier, vol. 71(C).
    5. Adnan, Nadia & Nordin, Shahrina Md & Ali, Murad, 2018. "A solution for the sunset industry: Adoption of Green Fertiliser Technology amongst Malaysian paddy farmers," Land Use Policy, Elsevier, vol. 79(C), pages 575-584.
    6. Xie, Yong, 2019. "Land expropriation, shock to employment, and employment differentiation: Findings from land-lost farmers in Nanjing, China," Land Use Policy, Elsevier, vol. 87(C).
    7. Elahi, Ehsan & Khalid, Zainab & Zhang, Zhixin, 2022. "Understanding farmers’ intention and willingness to install renewable energy technology: A solution to reduce the environmental emissions of agriculture," Applied Energy, Elsevier, vol. 309(C).
    8. Wang, Wenxiong & Lan, Yuanqin & Wang, Xu, 2021. "Impact of livelihood capital endowment on poverty alleviation of households under rural land consolidation," Land Use Policy, Elsevier, vol. 109(C).
    9. Hooks, D. & Davis, Z. & Agrawal, V. & Li, Z., 2022. "Exploring factors influencing technology adoption rate at the macro level: A predictive model," Technology in Society, Elsevier, vol. 68(C).
    10. Mashi, Sani Abubakar & Inkani, Amina Ibrahim & Oghenejabor, Obaro Dominic, 2022. "Determinants of awareness levels of climate smart agricultural technologies and practices of urban farmers in Kuje, Abuja, Nigeria," Technology in Society, Elsevier, vol. 70(C).
    11. Li, Fuduo & Zhang, Kangjie & Ren, Jing & Yin, Changbin & Zhang, Yang & Nie, Jun, 2021. "Driving mechanism for farmers to adopt improved agricultural systems in China: The case of rice-green manure crops rotation system," Agricultural Systems, Elsevier, vol. 192(C).
    12. Wineman, Ayala & Liverpool-Tasie, Lenis Saweda O., 2017. "Land Markets and Land Access Among Female-Headed Households in Northwestern Tanzania," World Development, Elsevier, vol. 100(C), pages 108-122.
    13. Mao, Hui & Zhou, Li & Ying, RuiYao & Pan, Dan, 2021. "Time Preferences and green agricultural technology adoption: Field evidence from rice farmers in China," Land Use Policy, Elsevier, vol. 109(C).
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    Cited by:

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    2. Chengmin Li & Haoyu Deng & Guoxin Yu & Rong Kong & Jian Liu, 2024. "Impact Effects of Cooperative Participation on the Adoption Behavior of Green Production Technologies by Cotton Farmers and the Driving Mechanisms," Agriculture, MDPI, vol. 14(2), pages 1-25, January.
    3. Beata Michaliszyn-Gabryś & Joachim Bronder & Janusz Krupanek, 2024. "Social Life Cycle Assessment of Laser Weed Control System: A Case Study," Sustainability, MDPI, vol. 16(6), pages 1-28, March.

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