College of Economics and Management, Northwest A&F University, Yangling, 712100, Shaanxi, People's Republic of China.
Environ Sci Pollut Res Int. 2021 Jan;28(2):2063-2073. doi: 10.1007/s11356-020-10576-8. Epub 2020 Aug 31.
Promoting agrochemical reduction is a prerequisite for high-quality development of agriculture. It is still controversial whether Internet use can reduce pesticide use. This study uses the survey data of 670 vegetable growers of two provinces in China, Shandong and Shaanxi. Probit model and bootstrap method were used to analyze the impact of Internet use in reduction of pesticide application by farmers. Shallow use and deep use of the Internet were taken into account. On this basis, multiple mediating effects were tested on the following three aspects: information acquisition ability, awareness of green production, and e-commerce sales capability. The study found that shallow use and deep use of the Internet have a significant direct impact on pesticide reduction by farmers. Information acquisition ability, awareness of green production, and e-commerce sales capability all play a significant positive mediating role in the deep use of the Internet affecting pesticide reduction. However, in the process of shallow use of the Internet affecting pesticide reduction, only the mediating effect of green production awareness is significant. Concurrently, compared with the shallow use of the Internet, the deep use of the Internet has a significant positive impact on rural groups with weak human capital and weak social capital.
推动农业化学品减量是农业高质量发展的前提。互联网的使用是否能减少农药的使用仍存在争议。本研究使用了来自中国山东和陕西两省的 670 名蔬菜种植者的调查数据。采用 Probit 模型和 Bootstrap 方法分析了农民互联网使用对农药使用减少的影响。考虑了互联网的浅层使用和深层使用。在此基础上,从信息获取能力、绿色生产意识和电子商务销售能力三个方面检验了多种中介效应。研究发现,互联网的浅层使用和深层使用对农民的农药减量都有显著的直接影响。信息获取能力、绿色生产意识和电子商务销售能力在互联网的深层使用影响农药减量方面都发挥了显著的正向中介作用。然而,在互联网浅层使用影响农药减量的过程中,只有绿色生产意识的中介效应显著。同时,与浅层使用互联网相比,深层使用互联网对人力资本较弱和社会资本较弱的农村群体有显著的积极影响。