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Effectiveness of Information Acquisition via the Internet in Standardizing the Use of Antimicrobials by Hog Farmers: Insights from China

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  • Ruishi Si

    (Academy of the Zhonghuaminzu Community, Ningxia University, Yinchuan 750021, China
    School of Public Administration, Xi’an University of Architecture and Technology, Xi’an 710055, China)

  • Yumeng Yao

    (Academy of the Zhonghuaminzu Community, Ningxia University, Yinchuan 750021, China)

  • Mingyue Liu

    (Institute of Agricultural Economics and Development, Chinese Academy of Agricultural Sciences, Beijing 100081, China)

Abstract

Antimicrobial residues and resistance caused by farmers’ overuse of veterinary antimicrobials have seriously threatened food safety, the ecological environment, and public health. With the popularization of the Internet in rural areas, especially in developing countries, the constraints of obtaining agricultural technical information provided by governments or organizations are greatly eased, farmers’ knowledge and skills are significantly improved, and the agricultural standardized production system is effectively constructed. However, there is still a research gap on whether information acquisition via the Internet (IAI) can induce farmers to standardize the use of antimicrobials. Using the data of 675 hog farmers in the Hebei, Shandong, Henan, and Hubei provinces, China, the IV-Heckman and mediating effect models were used to analyze the phenomenon empirically. The main findings revealed that the IAI had exerted a significant influence on the standardized use of veterinary antimicrobials by hog farmers, i.e., the IAI not only helped farmers to decide to standardize the use of antimicrobials but also reduced the amount of investment in the standardized use of antibiotics. Moreover, information-sharing and feedback mechanisms partially mediated the relationship between the IAI and farmers’ standardized use of antimicrobials. Finally, considering the heterogeneity of individual endowments, the study further revealed that the IAI significantly impacted the standardized use of antimicrobials for farmers below the age of 36 years. However, the IAI was found to positively and significantly promote farmers’ standardized-use decisions only if they had less than five years of breeding time.

Suggested Citation

  • Ruishi Si & Yumeng Yao & Mingyue Liu, 2023. "Effectiveness of Information Acquisition via the Internet in Standardizing the Use of Antimicrobials by Hog Farmers: Insights from China," Agriculture, MDPI, vol. 13(8), pages 1-17, August.
    • Handle: RePEc:gam:jagris:v:13:y:2023:i:8:p:1586-:d:1213453
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    1. Fuchigami, Helio Yochihiro & Tuni, Andrea & Barbosa, Luísa Queiroz & Severino, Maico Roris & Rentizelas, Athanasios, 2021. "Supporting Brazilian smallholder farmers decision making in supplying institutional markets," European Journal of Operational Research, Elsevier, vol. 295(1), pages 321-335.
    2. 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.
    3. Liao, Pei-An & Chang, Hung-Hao & Chang, Chun-Yen, 2011. "Why is the food traceability system unsuccessful in Taiwan? Empirical evidence from a national survey of fruit and vegetable farmers," Food Policy, Elsevier, vol. 36(5), pages 686-693.
    4. Ji, Chen & Jin, Songqing & Wang, Haitao & Ye, Chunhui, 2019. "Estimating effects of cooperative membership on farmers’ safe production behaviors: Evidence from pig sector in China," Food Policy, Elsevier, vol. 83(C), pages 231-245.
    5. Xie, Huilong & Zhang, Jiashu & Shao, Jingwen, 2023. "Difference in the influence of internet use on the relative poverty among farmers with different income structures," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 561-570.
    6. Peter Kuhn & Mikal Skuterud, 2004. "Internet Job Search and Unemployment Durations," American Economic Review, American Economic Association, vol. 94(1), pages 218-232, March.
    7. Waldron, Scott & Brown, Colin & Longworth, John, 2010. "A critique of high-value supply chains as a means of modernising agriculture in China: The case of the beef industry," Food Policy, Elsevier, vol. 35(5), pages 479-487, October.
    8. Ankrah Twumasi, Martinson & Jiang, Yuansheng & Asante, Dennis & Addai, Bismark & Akuamoah-Boateng, Samuel & Fosu, Prince, 2021. "Internet use and farm households food and nutrition security nexus: The case of rural Ghana," Technology in Society, Elsevier, vol. 65(C).
    9. Peng Nie & Wanglin Ma & Alfonso Sousa-Poza, 2021. "The relationship between smartphone use and subjective well-being in rural China," Electronic Commerce Research, Springer, vol. 21(4), pages 983-1009, December.
    10. Albors-Garrigós, José & Hervas-Oliver, Jose Luis & Márquez, Patricia, 2009. "Internet and mature industries. Its role in the creation of value in the supply chain. The case of tile ceramic manufacturers and distributors in Spain," International Journal of Information Management, Elsevier, vol. 29(6), pages 476-482.
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