IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i11p8925-d1161565.html
   My bibliography  Save this article

Impact of Technical Training and Personalized Information Support on Farmers’ Fertilization Behavior: Evidence from China

Author

Listed:
  • Baozhi Li

    (Institute of Rural Development, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China)

  • Bin Guo

    (State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, Institute of Environment, Resource, Soil and Fertilizers, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China)

  • Qibiao Zhu

    (Institute of Rural Development, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China)

  • Ni Zhuo

    (Institute of Rural Development, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China)

Abstract

Improving farmers’ fertilization behavior through technical training is conducive to reducing agricultural non-point source pollution and maintaining soil health. The existing studies mainly discuss the impact of technical training on the adoption of soil testing formula fertilization (STFF) from the perspective of judging the training effect, but there are few further answers to how to improve the effect of technical training. Based on the theory of planned behavior and training transfer, this study adopted a logit model and OLS model to explore the role of training in the adoption of STFF, as well as the moderation effect of personalized information support. An empirical test was carried out using the survey data of farmers in Zhejiang Province, China. The results showed that participating in technical training is beneficial for farmers in adopting STFF, and receiving personalized information support can strengthen the promotion effect of technical training on the adoption of STFF. Further analysis reveals that there are certain differences in the above relationships among farmers with different operating scales. The findings could facilitate a deeper understanding of the improvement of technical training performance and accumulation of rural human capital and could also provide a useful reference for the policy formulation to optimize farmers’ fertilization behavior and promote sustainable agricultural development.

Suggested Citation

  • Baozhi Li & Bin Guo & Qibiao Zhu & Ni Zhuo, 2023. "Impact of Technical Training and Personalized Information Support on Farmers’ Fertilization Behavior: Evidence from China," Sustainability, MDPI, vol. 15(11), pages 1-11, June.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:11:p:8925-:d:1161565
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/11/8925/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/11/8925/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Xuejun Liu & Ying Zhang & Wenxuan Han & Aohan Tang & Jianlin Shen & Zhenling Cui & Peter Vitousek & Jan Willem Erisman & Keith Goulding & Peter Christie & Andreas Fangmeier & Fusuo Zhang, 2013. "Enhanced nitrogen deposition over China," Nature, Nature, vol. 494(7438), pages 459-462, February.
    2. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    3. Barham, Bradford L. & Chavas, Jean-Paul & Fitz, Dylan & Salas, Vanessa Ríos & Schechter, Laura, 2014. "The roles of risk and ambiguity in technology adoption," Journal of Economic Behavior & Organization, Elsevier, vol. 97(C), pages 204-218.
    4. 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.
    5. Huang, Jikun & Huang, Zhurong & Jia, Xiangping & Hu, Ruifa & Xiang, Cheng, 2015. "Long-term reduction of nitrogen fertilizer use through knowledge training in rice production in China," Agricultural Systems, Elsevier, vol. 135(C), pages 105-111.
    6. Donkor, Emmanuel & Onakuse, Stephen & Bogue, Joe & De Los Rios-Carmenado, Ignacio, 2019. "Fertiliser adoption and sustainable rural livelihood improvement in Nigeria," Land Use Policy, Elsevier, vol. 88(C).
    7. Hao Dong & Yang Zhang & Tianqing Chen & Juan Li, 2023. "Acceptance Intention and Behavioral Response to Soil-Testing Formula Fertilization Technology: An Empirical Study of Agricultural Land in Shaanxi Province," IJERPH, MDPI, vol. 20(2), pages 1-13, January.
    8. David M.A. Murphy & Dries Roobroeck & David R. Lee & Janice Thies, 2020. "Underground Knowledge: Estimating the Impacts of Soil Information Transfers Through Experimental Auctions†," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(5), pages 1468-1493, October.
    9. Wu, Haixia & Li, Jianping & Ge, Yan, 2022. "Ambiguity preference, social learning and adoption of soil testing and formula fertilization technology," Technological Forecasting and Social Change, Elsevier, vol. 184(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. Jinhua Xie & Gangqiao Yang & Zhaoxia Guo & Ge Wang, 2021. "Exploring the Influence Mechanism of Farmers’ Organic Fertilizer Application Behaviors Based on the Normative Activation Theory," Land, MDPI, vol. 10(11), pages 1-18, October.
    2. Caroline Roussy & Aude Ridier & Karim Chaïb, 2014. "Adoption d’innovations par les agriculteurs : rôle des perceptions et des préférences," Post-Print hal-01123427, HAL.
    3. Rippo, Ruggiero & Cerroni, Simone, 2021. "Farmers’ Participation in the Income Stabilization Tool: Evidence from the Apple Sector in Italy," 2021 Conference, August 17-31, 2021, Virtual 315191, International Association of Agricultural Economists.
    4. Freudenreich, H., 2018. "Explaining Mexican Farmers Adoption of Hybrid Maize Seed - The Role of Social Psychology, Risk and Ambiguity Aversion," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277410, International Association of Agricultural Economists.
    5. Hao Dong & Yang Zhang & Tianqing Chen, 2023. "A Study on Farmers’ Participation in Environmental Protection in the Context of Rural Revitalization: The Moderating Role of Policy Environment," IJERPH, MDPI, vol. 20(3), pages 1-13, January.
    6. Yuxuan Xu & Hongbin Liu & Jie Lyu & Ying Xue, 2022. "What Influences Farmers’ Adoption of Soil Testing and Formulated Fertilization Technology in Black Soil Areas? An Empirical Analysis Based on Logistic-ISM Model," IJERPH, MDPI, vol. 19(23), pages 1-24, November.
    7. Hao Dong & Yang Zhang & Tianqing Chen & Juan Li, 2023. "Acceptance Intention and Behavioral Response to Soil-Testing Formula Fertilization Technology: An Empirical Study of Agricultural Land in Shaanxi Province," IJERPH, MDPI, vol. 20(2), pages 1-13, January.
    8. He, Wentian & Jiang, Rong & He, Ping & Yang, Jingyi & Zhou, Wei & Ma, Jinchuan & Liu, Yingxia, 2018. "Estimating soil nitrogen balance at regional scale in China’s croplands from 1984 to 2014," Agricultural Systems, Elsevier, vol. 167(C), pages 125-135.
    9. Roberts, Ruby & Flin, Rhona & Millar, David & Corradi, Luca, 2021. "Psychological factors influencing technology adoption: A case study from the oil and gas industry," Technovation, Elsevier, vol. 102(C).
    10. Wu, Haixia & Li, Jianping & Ge, Yan, 2022. "Ambiguity preference, social learning and adoption of soil testing and formula fertilization technology," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    11. Maria Andersson & Ola Eriksson & Chris Von Borgstede, 2012. "The Effects of Environmental Management Systems on Source Separation in the Work and Home Settings," Sustainability, MDPI, vol. 4(6), pages 1-17, June.
    12. Tran Huy Phuong & Thanh Trung Hieu, 2015. "Predictors of Entrepreneurial Intentions of Undergraduate Students in Vietnam: An Empirical Study," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 5(8), pages 46-55, August.
    13. Clara Cardone-Riportella & María José Casasola-Martinez & Isabel Feito-Ruiz, 2014. "Do Entrepreneurs Come From Venus Or Mars? Impact Of Postgraduate Studies: Gender And Family Business Background," Working Papers 14.04, Universidad Pablo de Olavide, Department of Financial Economics and Accounting (former Department of Business Administration), revised Sep 2014.
    14. Peng Cheng & Zhe Ouyang & Yang Liu, 0. "The effect of information overload on the intention of consumers to adopt electric vehicles," Transportation, Springer, vol. 0, pages 1-20.
    15. Ruijie Zhu & Guojing Zhao & Zehai Long & Yangjie Huang & Zhaoxin Huang, 2022. "Entrepreneurship or Employment? A Survey of College Students’ Sustainable Entrepreneurial Intentions," Sustainability, MDPI, vol. 14(9), pages 1-15, May.
    16. Alsalem, Amani & Fry, Marie-Louise & Thaichon, Park, 2020. "To donate or to waste it: Understanding posthumous organ donation attitude," Australasian marketing journal, Elsevier, vol. 28(3), pages 87-97.
    17. Pan, Jing Yu & Liu, Dahai, 2022. "Mask-wearing intentions on airplanes during COVID-19 – Application of theory of planned behavior model," Transport Policy, Elsevier, vol. 119(C), pages 32-44.
    18. Benoît Lécureux & Adrien Bonnet & Ouassim Manout & Jaâfar Berrada & Louafi Bouzouina, 2022. "Acceptance of Shared Autonomous Vehicles: A Literature Review of stated choice experiments," Working Papers hal-03814947, HAL.
    19. Jacqueline Ruth & Steffen Willwacher & Oliver Korn, 2022. "Acceptance of Digital Sports: A Study Showing the Rising Acceptance of Digital Health Activities Due to the SARS-CoV-19 Pandemic," IJERPH, MDPI, vol. 19(1), pages 1-16, January.
    20. van Wesenbeeck, C.F.A. & Keyzer, M.A. & van Veen, W.C.M. & Qiu, H., 2021. "Can China's overuse of fertilizer be reduced without threatening food security and farm incomes?," Agricultural Systems, Elsevier, vol. 190(C).

    More about this item

    Keywords

    fertilization; training; PIS;
    All these keywords.

    Statistics

    Access and download statistics

    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:jsusta:v:15:y:2023:i:11:p:8925-:d:1161565. 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.