IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2022i1p562-d1018761.html
   My bibliography  Save this article

The Impact of Different Uses of the Internet on Farmers′ Adoption of Soil Testing and Formulated Fertilization Technology in Rural China

Author

Listed:
  • Junxia Zeng

    (Institute of Rural Development at Chinese Academy of Social Sciences, Beijing 100732, China)

  • Dengwang Li

    (Institute of Rural Development at Chinese Academy of Social Sciences, Beijing 100732, China)

  • Cuiping Ma

    (Institute of Rural Development at Chinese Academy of Social Sciences, Beijing 100732, China)

  • Bin Wang

    (Institute of Rural Development at Chinese Academy of Social Sciences, Beijing 100732, China)

  • Liangliang Gao

    (Institute of Rural Development at Chinese Academy of Social Sciences, Beijing 100732, China)

Abstract

Soil testing and formulated fertilization technology can effectively solve the problem of the excessive and inefficient use of chemical fertilizers. Previous studies have found that the use of the Internet can increase the adoption of soil testing and formulated fertilization technology among farmers. However, they do not distinguish between the effects of the different uses of the Internet (with or without productive use) on the adoption of soil testing and formulated fertilization technology. This study investigates the Internet use of 5341 professional farmers in rural China in 2019, finding that 18.97% of them still use the Internet for only communication and entertainment and do not use any agricultural productive services on the Internet. The adoption rate of soil testing and fertilization technology among these farmers is only 23.77%, which is approximately 10 percentage points lower than that of farmers who use the Internet for productive purposes. The double robust model shows that the probability of the adoption of soil testing and formulated fertilization technology by farmers with productive use of the Internet increases by six percentage points, which is both statistically and economically significant. In the future, China should train more farmers to use the Internet for productive purposes; this will help more farmers, particularly those with low skills and low educational attainment, to use the Internet and play a positive role in promoting the Internet for green agricultural production techniques.

Suggested Citation

  • Junxia Zeng & Dengwang Li & Cuiping Ma & Bin Wang & Liangliang Gao, 2022. "The Impact of Different Uses of the Internet on Farmers′ Adoption of Soil Testing and Formulated Fertilization Technology in Rural China," IJERPH, MDPI, vol. 20(1), pages 1-14, December.
  • Handle: RePEc:gam:jijerp:v:20:y:2022:i:1:p:562-:d:1018761
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/1/562/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/20/1/562/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wanglin Ma & Hongyun Zheng, 2022. "Heterogeneous impacts of information technology adoption on pesticide and fertiliser expenditures: Evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(1), pages 72-92, January.
    2. Bao, Te & Liang, Bin & Riyanto, Yohanes E., 2021. "Unpacking the negative welfare effect of social media: Evidence from a large scale nationally representative time-use survey in China," China Economic Review, Elsevier, vol. 69(C).
    3. Kassie, Menale & Jaleta, Moti & Shiferaw, Bekele & Mmbando, Frank & Mekuria, Mulugetta, 2013. "Adoption of interrelated sustainable agricultural practices in smallholder systems: Evidence from rural Tanzania," Technological Forecasting and Social Change, Elsevier, vol. 80(3), pages 525-540.
    4. Yushi Chen & Xinhong Fu & Yuying Liu, 2022. "Effect of Farmland Scale on Farmers’ Application Behavior with Organic Fertilizer," IJERPH, MDPI, vol. 19(9), pages 1-16, April.
    5. Wooldridge, Jeffrey M., 2007. "Inverse probability weighted estimation for general missing data problems," Journal of Econometrics, Elsevier, vol. 141(2), pages 1281-1301, December.
    6. Wanglin Ma & Awudu Abdulai & Chunbo Ma, 2018. "The effects of off†farm work on fertilizer and pesticide expenditures in China," Review of Development Economics, Wiley Blackwell, vol. 22(2), pages 573-591, May.
    7. Baozhi Li & Ni Zhuo & Chen Ji & Qibiao Zhu, 2022. "Influence of Smartphone-Based Digital Extension Service on Farmers’ Sustainable Agricultural Technology Adoption in China," IJERPH, MDPI, vol. 19(15), pages 1-14, August.
    8. Hui Mao & Yujia Chai & Shaojian Chen, 2021. "Land Tenure and Green Production Behavior: Empirical Analysis Based on Fertilizer Use by Cotton Farmers in China," IJERPH, MDPI, vol. 18(9), pages 1-18, April.
    9. Wanglin Ma & Awudu Abdulai & Renan Goetz, 2018. "Agricultural Cooperatives and Investment in Organic Soil Amendments and Chemical Fertilizer in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(2), pages 502-520.
    10. Liang Chi & Shuqing Han & Meili Huan & Yajuan Li & Jifang Liu, 2022. "Land Fragmentation, Technology Adoption and Chemical Fertilizer Application: Evidence from China," IJERPH, MDPI, vol. 19(13), pages 1-17, July.
    11. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    12. Junqian Wu & Xin Wen & Xiulin Qi & Shile Fang & Chenxi Xu, 2021. "More Land, Less Pollution? How Land Transfer Affects Fertilizer Application," IJERPH, MDPI, vol. 18(21), pages 1-13, October.
    13. Hailemariam Teklewold & Menale Kassie & Bekele Shiferaw, 2013. "Adoption of Multiple Sustainable Agricultural Practices in Rural Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 597-623, September.
    14. Bowei Li & Qiyan Zeng, 2022. "The Effect of Land Right Stability on the Application of Fertilizer Reduction Technologies—Evidence from Large-Scale Farmers in China," Sustainability, MDPI, vol. 14(13), pages 1-13, July.
    15. Zengwei Xu & Jing Li & Jiliang Ma, 2022. "Impacts of Extension Contact on the Adoption of Formulated Fertilizers and Farm Performance among Large-Scale Farms in Rural China," Land, MDPI, vol. 11(11), pages 1-19, November.
    16. Hongyun Zheng & Wanglin Ma & Gucheng Li, 2021. "Adoption of organic soil amendments and its impact on farm performance: evidence from wheat farmers in China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 65(2), pages 367-390, April.
    17. Long, Wenjin & Pang, Xiaopeng & Dong, Xiao-yuan & Zeng, Junxia, 2020. "Is rented accommodation a good choice for primary school students' academic performance? – Evidence from rural China," China Economic Review, Elsevier, vol. 62(C).
    Full references (including those not matched with items on IDEAS)

    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. Hassen, Sied, 2018. "The effect of farmyard manure on the continued and discontinued use of inorganic fertilizer in Ethiopia: An ordered probit analysis," Land Use Policy, Elsevier, vol. 72(C), pages 523-532.
    2. Huan, Meili & Dong, Fengxia, 2023. "Sustainable Agricultural Practices and Crop Yield in China’s Maize Production," 2023 Annual Meeting, July 23-25, Washington D.C. 335656, Agricultural and Applied Economics Association.
    3. Hao Li & Huina Liu & Wei-Yew Chang & Chun Wang, 2023. "Factors Affecting Farmers’ Environment-Friendly Fertilization Behavior in China: Synthesizing the Evidence Using Meta-Analysis," Agriculture, MDPI, vol. 13(1), pages 1-16, January.
    4. Kim, Jongwoo & Mason, Nicole M. & Snapp ,Sieglinde, 2017. "Does Sustainable Intensification of Maize Production Enhance Child Nutrition? Evidence from Rural Tanzania," Feed the Future Innovation Lab for Food Security Policy Research Papers 265406, Michigan State University, Department of Agricultural, Food, and Resource Economics, Feed the Future Innovation Lab for Food Security (FSP).
    5. Manda, Julius & Khonje, Makaiko G. & Alene, Arega D. & Tufa, Adane H & Abdoulaye, Tahirou & Mutenje, Munyaradzi & Setimela, Peter & Manyong, Victor, 2020. "Does cooperative membership increase and accelerate agricultural technology adoption? Empirical evidence from Zambia," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    6. Hörner, Denise & Wollni, Meike, 2021. "Integrated soil fertility management and household welfare in Ethiopia," Food Policy, Elsevier, vol. 100(C).
    7. Danso-Abbeam, Gideon & Baiyegunhi, Lloyd J.S., 2018. "Welfare impact of pesticides management practices among smallholder cocoa farmers in Ghana," Technology in Society, Elsevier, vol. 54(C), pages 10-19.
    8. Olson, David W. & Mason, Nicole M., 2017. "Maize Marketing Boards and Sustainable Intensification: Panel Survey Evidence from Kenya," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258093, Agricultural and Applied Economics Association.
    9. Beatrice W. Muriithi & Nancy G. Gathogo & Gracious M. Diiro & Samira A. Mohamed & Sunday Ekesi, 2020. "Potential Adoption of Integrated Pest Management Strategy for Suppression of Mango Fruit Flies in East Africa: An Ex Ante and Ex Post Analysis in Ethiopia and Kenya," Agriculture, MDPI, vol. 10(7), pages 1-23, July.
    10. Manda, J. & Gardebroek, C. & Kuntashula, E. & Alene, A.D., 2018. "Impact of Improved Maize Varieties on Food Security in Eastern Zambia: a doubly robust analysis," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277004, International Association of Agricultural Economists.
    11. Wanglin Ma & Xiaobing Wang, 2020. "Internet Use, Sustainable Agricultural Practices and Rural Incomes: Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1087-1112, October.
    12. Giuseppe Maggio & Marina Mastrorillo & Nicholas J. Sitko, 2022. "Adapting to High Temperatures: Effect of Farm Practices and Their Adoption Duration on Total Value of Crop Production in Uganda," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 385-403, January.
    13. N'dri, Lasme Mathieu & Kakinaka, Makoto, 2020. "Financial inclusion, mobile money, and individual welfare: The case of Burkina Faso," Telecommunications Policy, Elsevier, vol. 44(3).
    14. Railey, Ashley F. & Marsh, Thomas L., 2017. "Diagnostic Testing and Vaccine Matching: FMD in Tanzania," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258386, Agricultural and Applied Economics Association.
    15. Jain, Apoorva & Peter, Klara Sabirianova, 2017. "Limits to Wage Growth: Understanding the Wage Divergence between Immigrants and Natives," IZA Discussion Papers 10891, Institute of Labor Economics (IZA).
    16. Woldegebrial Zeweld & Guido Van Huylenbroeck & Girmay Tesfay & Hossein Azadi & Stijn Speelman, 2018. "Impacts of Socio-Psychological Factors on Actual Adoption of Sustainable Land Management Practices in Dryland and Water Stressed Areas," Sustainability, MDPI, vol. 10(9), pages 1-23, August.
    17. Faruque As Sunny & Linlin Fu & Md Sadique Rahman & Zuhui Huang, 2022. "Determinants and Impact of Solar Irrigation Facility (SIF) Adoption: A Case Study in Northern Bangladesh," Energies, MDPI, vol. 15(7), pages 1-17, March.
    18. Laszlo Goerke & Markus Pannenberg, 2005. "Severance Pay and the Shadow of the Law: Evidence for West Germany," Discussion Papers of DIW Berlin 541, DIW Berlin, German Institute for Economic Research.
    19. Villalobos Barría, Carlos & Klasen, Stephan, 2016. "The impact of SENAI's vocational training program on employment, wages, and mobility in Brazil: Lessons for Sub Saharan Africa?," The Quarterly Review of Economics and Finance, Elsevier, vol. 62(C), pages 74-96.
    20. Garbero, Alessandra & Songsermsawas, Tisorn, 2016. "Impact of modern irrigation on household production and welfare outcomes: Evidence from the PASIDP project in Ethiopia," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235949, Agricultural and Applied Economics Association.

    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:jijerp:v:20:y:2022:i:1:p:562-:d:1018761. 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.