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Impact of Internet Use on Farmers’ Organic Fertilizer Investment: A New Perspective of Access to Credit

Author

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  • Feilong Weng

    (College of Economics and Management, Northwest A&F University, Xianyang 712100, China
    These authors contributed equally to the work.)

  • Xuan Liu

    (College of Economics and Management, Northwest A&F University, Xianyang 712100, China
    These authors contributed equally to the work.)

  • Xuexi Huo

    (College of Economics and Management, Northwest A&F University, Xianyang 712100, China)

Abstract

Encouraging farmers to increase the use of organic fertilizer will be conducive to promoting the green transformation of farmers’ production and realize sustainable agricultural development. As a long-term investment, the accuracy of farmers’ access to organic fertilizer information and the supporting role of credit are important factors that affect their organic fertilizer application decisions. However, the existence of information asymmetry in the organic fertilizer market and the credit constraints in the financial market, which restricts the enthusiasm of farmers to apply organic fertilizer. In recent years, the rapid development of the Internet in China’s rural areas has effectively alleviated the degree of information asymmetry in rural areas, and improved farmers’ access to credit, which provides a new opportunity for farmers to increase the application rate of organic fertilizer. This study takes 1030 apple growers in the main apple production areas of China as the research object, and employs Tobit model, IV-Tobit model and mediation effect model to explore the impact of internet use on farmers’ organic fertilizer investment. The results show that internet use can promote farmers’ organic fertilizer investment. After addressing the endogeneity issue and the robustness test, the conclusion is still robust. Heterogeneity analysis shows that internet use has a more significant impact on organic fertilizer investment in the older generation and the large-scale group of farmers. The mechanism analysis shows that internet use affects farmers’ organic fertilizer investment through improving access to credit. Therefore, it is necessary to continuously improve the construction of rural digital infrastructure, accelerate the development of the Internet in rural areas, and actively guide financial resources to agriculture, so as to effectively promote the green transformation of agricultural production.

Suggested Citation

  • Feilong Weng & Xuan Liu & Xuexi Huo, 2023. "Impact of Internet Use on Farmers’ Organic Fertilizer Investment: A New Perspective of Access to Credit," Agriculture, MDPI, vol. 13(1), pages 1-13, January.
  • Handle: RePEc:gam:jagris:v:13:y:2023:i:1:p:219-:d:1036968
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    References listed on IDEAS

    as
    1. Xu, Yuting & Huang, Xianjin & Bao, Helen X.H. & Ju, Xiang & Zhong, Taiyang & Chen, Zhigang & Zhou, Yan, 2018. "Rural land rights reform and agro-environmental sustainability: Empirical evidence from China," Land Use Policy, Elsevier, vol. 74(C), pages 73-87.
    2. Haruna Sekabira & Matin Qaim, 2017. "Mobile money, agricultural marketing, and off-farm income in Uganda," Agricultural Economics, International Association of Agricultural Economists, vol. 48(5), pages 597-611, September.
    3. Ggombe Kasim Munyegera & Tomoya Matsumoto, 2018. "ICT for financial access: Mobile money and the financial behavior of rural households in Uganda," Review of Development Economics, Wiley Blackwell, vol. 22(1), pages 45-66, February.
    4. Tchamyou, Vanessa S. & Erreygers, Guido & Cassimon, Danny, 2019. "Inequality, ICT and financial access in Africa," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 169-184.
    5. Aker, Jenny C. & Ksoll, Christopher, 2016. "Can mobile phones improve agricultural outcomes? Evidence from a randomized experiment in Niger," Food Policy, Elsevier, vol. 60(C), pages 44-51.
    6. Qianhui Ma & Shaofeng Zheng & Peng Deng, 2022. "Impact of Internet Use on Farmers’ Organic Fertilizer Application Behavior under the Climate Change Context: The Role of Social Network," Land, MDPI, vol. 11(9), pages 1-19, September.
    7. Li, Bowei & Shen, Yueqin, 2021. "Effects of land transfer quality on the application of organic fertilizer by large-scale farmers in China," Land Use Policy, Elsevier, vol. 100(C).
    8. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    9. Zhiqiang Lu & Junjie Wu & Hongyu Li & Duc Khuong Nguyen, 2022. "Local Bank, Digital Financial Inclusion and SME Financing Constraints: Empirical Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(6), pages 1712-1725, May.
    10. Yu, Lili & Zhao, Duanyang & Xue, Zihao & Gao, Yang, 2020. "Research on the use of digital finance and the adoption of green control techniques by family farms in China," Technology in Society, Elsevier, vol. 62(C).
    11. 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).
    12. Abera, Wondwosen & Assen, Mohammed & Budds, Jessica, 2020. "Determinants of agricultural land management practices among smallholder farmers in the Wanka watershed, northwestern highlands of EthiopiaI," Land Use Policy, Elsevier, vol. 99(C).
    13. Hua Lu, 2019. "Impact of Non-Agricultural Employment and Environmental Awareness on Farmers’ Willingness to Govern the Heavy Metal Pollution of Farmland: A Case Study of China," Sustainability, MDPI, vol. 11(7), pages 1-16, April.
    14. Haile, Mekbib G. & Wossen, Tesfamicheal & Kalkuhl, Matthias, 2019. "Access to information, price expectations and welfare: The role of mobile phone adoption in Ethiopia," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 82-92.
    15. Elinor Benami & Michael R. Carter, 2021. "Can digital technologies reshape rural microfinance? Implications for savings, credit, & insurance," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1196-1220, December.
    16. Li, Changsheng & Ma, Wanglin & Mishra, Ashok K. & Gao, Liangliang, 2020. "Access to credit and farmland rental market participation: Evidence from rural China," China Economic Review, Elsevier, vol. 63(C).
    17. Catherine Guirkinger & Stephen R. Boucher, 2008. "Credit constraints and productivity in Peruvian agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 39(3), pages 295-308, November.
    18. Xiaoling Li & Xianrong Wu, 2021. "The impact of social norms on rice farmers’ behavior of organic fertilizers application: mediating effect of value perception and moderating effect of education level [Does the adoption of complex ," International Journal of Low-Carbon Technologies, Oxford University Press, vol. 16(4), pages 1492-1503.
    19. Simplice Asongu & Sara le Roux & Jacinta Nwachukwu & Chris Pyke, 2019. "Reducing information asymmetry with ICT," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 15(2), pages 130-163, March.
    20. Kislev Yoav & Nira Shchori-Bachrach, 1973. "The Process of an Innovation Cycle," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 55(1), pages 28-37.
    21. Mushtaq, Rizwan & Bruneau, Catherine, 2019. "Microfinance, financial inclusion and ICT: Implications for poverty and inequality," Technology in Society, Elsevier, vol. 59(C).
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    Cited by:

    1. Xiaohui Li & Hang Xiong & Jinghui Hao & Gucheng Li, 2024. "Impacts of internet access and use on grain productivity: evidence from Central China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-9, December.
    2. Linwei Wang & Yixin Hu & Rong Kong, 2023. "The Impact of Bancassurance Interaction on the Adoption Behavior of Green Production Technology in Family Farms: Evidence from China," Land, MDPI, vol. 12(5), pages 1-26, April.

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