IDEAS home Printed from https://ideas.repec.org/a/gam/jagris/v13y2023i1p219-d1036968.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2077-0472/13/1/219/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2077-0472/13/1/219/
    Download Restriction: no
    ---><---

    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. 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.
    5. 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.
    6. 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).
    7. 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.
    8. 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.
    9. 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).
    10. 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).
    11. 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.
    12. 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.
    13. 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).
    14. 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.
    15. 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.
    16. Mushtaq, Rizwan & Bruneau, Catherine, 2019. "Microfinance, financial inclusion and ICT: Implications for poverty and inequality," Technology in Society, Elsevier, vol. 59(C).
    17. 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).
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wanglin Ma & Huanguang Qiu & Dil Bahadur Rahut, 2023. "Rural development in the digital age: Does information and communication technology adoption contribute to credit access and income growth in rural China?," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1421-1444, August.
    2. Ni Zhuo & Baozhi Li & Qibiao Zhu & Chen Ji, 2023. "Smartphone‐based agricultural extension services and farm incomes: Evidence from Zhejiang Province in China," Review of Development Economics, Wiley Blackwell, vol. 27(3), pages 1383-1402, August.
    3. Sekabira, Haruna & Qaim, Matin, 2017. "Can mobile phones improve gender equality and nutrition? Panel data evidence from farm households in Uganda," Food Policy, Elsevier, vol. 73(C), pages 95-103.
    4. Asongu, Simplice A. & Biekpe, Nicholas & Cassimon, Danny, 2021. "On the diffusion of mobile phone innovations for financial inclusion," Technology in Society, Elsevier, vol. 65(C).
    5. Njangang, Henri & Beleck, Alim & Tadadjeu, Sosson & Kamguia, Brice, 2022. "Do ICTs drive wealth inequality? Evidence from a dynamic panel analysis," Telecommunications Policy, Elsevier, vol. 46(2).
    6. Henri Njangang & Alim Beleck & Sosson Tadadjeu & Brice Kamguia, 2021. "Do ICTs drive wealth inequality? Evidence from a dynamic panel analysis," Working Papers of the African Governance and Development Institute. 21/057, African Governance and Development Institute..
    7. Richard Chamboko, 2024. "Digital financial services adoption: a retrospective time-to-event analysis approach," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-27, December.
    8. Hong, Yan-Zhen & Chang, Hung-Hao, 2020. "Does digitalization affect the objective and subjective wellbeing of forestry farm households? Empirical evidence in Fujian Province of China," Forest Policy and Economics, Elsevier, vol. 118(C).
    9. Yuan Qi & Xin Chen & Jiaqing Zhang & Yaoyao Li & Daolin Zhu, 2022. "How Do Rising Farmland Costs Affect Fertilizer Use Efficiency? Evidence from Gansu and Jiangsu, China," Land, MDPI, vol. 11(10), pages 1-18, October.
    10. Zhanqiang Zhou & Yuehua Zhang & Zhongbao Yan, 2022. "Will Digital Financial Inclusion Increase Chinese Farmers’ Willingness to Adopt Agricultural Technology?," Agriculture, MDPI, vol. 12(10), pages 1-21, September.
    11. Long Yang & Haiyang Lu & Sangui Wang & Meng Li, 2021. "Mobile Internet Use and Multidimensional Poverty: Evidence from A Household Survey in Rural China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(3), pages 1065-1086, December.
    12. Eduardo Polloni-Silva & Naijela da Costa & Herick Fernando Moralles & Mario Sacomano Neto, 2021. "Does Financial Inclusion Diminish Poverty and Inequality? A Panel Data Analysis for Latin American Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 158(3), pages 889-925, December.
    13. Lee, Chien-Chiang & Tang, Manting & Lee, Chi-Chuan, 2023. "Reaping digital dividends: Digital inclusive finance and high-quality development of enterprises in China," Telecommunications Policy, Elsevier, vol. 47(2).
    14. Ajay Purohit & Gaurav Chopra & Parshuram G. Dangwal, 2022. "Measuring the Effectiveness of the Project Management Information System (PMIS) on the Financial Wellness of Rural Households in the Hill Districts of Uttarakhand, India: An IS-FW Model," Sustainability, MDPI, vol. 14(21), pages 1-29, October.
    15. Xinyue Qu & Wenfeng Zhou & Jia He & Dingde Xu, 2023. "Land Certification, Adjustment Experience, and Green Production Technology Acceptance of Farmers: Evidence from Sichuan Province, China," Land, MDPI, vol. 12(4), pages 1-20, April.
    16. Gong, Maogang & Zhong, Yanan & Zhang, Yun & Elahi, Ehsan & Yang, Yuanxi, 2023. "Have the new round of agricultural land system reform improved farmers' agricultural inputs in China?," Land Use Policy, Elsevier, vol. 132(C).
    17. Yan Mei & Nuoyan Lin, 2023. "Internet Use and the Happiness of Rural Residents: The Role of Education and Health," IJERPH, MDPI, vol. 20(4), pages 1-15, February.
    18. Kouladoum, Jean-Claude & Wirajing, Muhamadu Awal Kindzeka & Nchofoung, Tii N., 2022. "Digital technologies and financial inclusion in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 46(9).
    19. Ma, W. & Grafton, Q. & Renwick, A., 2018. "Gender and Income Effects of Smartphone Use: The Case of Rural China," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277310, International Association of Agricultural Economists.
    20. Gershom Endelani Mwalupaso & Shangao Wang & Sanzidur Rahman & Essiagnon John-Philippe Alavo & Xu Tian, 2019. "Agricultural Informatization and Technical Efficiency in Maize Production in Zambia," Sustainability, MDPI, vol. 11(8), pages 1-17, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jagris:v:13:y:2023:i:1:p:219-:d:1036968. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.