[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-2759":3},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":9,"source_name":10,"source_url":6,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":15,"score_detail":16,"sources":23,"tags":25,"view_count":31,"doi":32,"paper":33,"created_at":54},2759,"Impact of digital infrastructure on agricultural green transformation: theory and China’s experience","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1869475","The digital infrastructure is the core support of promoting rural revitalization and agricultural green transformation. However, the impact and implementation pathways through which digital infrastructure affect the agricultural green transformation remain insufficiently explored and require in-depth empirical investigation. This paper utilizes panel data from Chinese counties spanning 2013 to 2023, treating the pilot policy of digital rural construction as a quasi-natural experiment, and employs a difference-in-differences (DID) model to examine the impact and underlying mechanisms of digital infrastructure on agricultural green transformation. The results indicate that digital infrastructure have a significant positive effect on agricultural green transformation, and this conclusion remains robust across multiple robustness checks. Mechanism analysis indicates that digital infrastructure influences the agricultural green transformation through three primary pathways: facilitating agricultural green technological innovation, improving the resource allocation efficiency, and enhancing the agricultural socialized services. Heterogeneity analysis reveals that the driving effect of digital infrastructure is significant in eastern regions, low-altitude counties, and major grain-producing areas, and the impact in other regions is relatively weak. This paper provides empirical evidence and policy implications for leveraging digital infrastructure to promote the agricultural green transformation.","数字基础设施是推动乡村振兴与农业绿色转型的核心支撑。然而，数字基础设施对农业绿色转型的影响及其实现路径尚缺乏充分探讨，有待深入的实证研究。本文利用2013至2023年中国县域面板数据，将数字乡村建设试点政策视为准自然实验，采用双重差分（DID）模型考察数字基础设施对农业绿色转型的影响及其内在机制。结果表明，数字基础设施对农业绿色转型具有显著正向效应，且该结论在多种稳健性检验下依然成立。机制分析表明，数字基础设施通过三条主要路径影响农业绿色转型：促进农业绿色技术创新、提高资源配置效率以及增强农业社会化服务。异质性分析显示，数字基础设施的驱动效应在东部地区、低海拔县域及粮食主产区显著，而在其他地区影响相对较弱。本文为利用数字基础设施推动农业绿色转型提供了经验证据与政策启示。",null,"Frontiers in Sustainable Food Systems","2026-09-16T00:00:00Z","论文",10,false,84,{"impact":17,"substance":17,"depth":18,"authority":19,"freshness":20,"relevant":21,"comment":22},22,18,13,9,1,"基于2013—2023年中国县域面板数据与数字乡村试点准自然实验，实证揭示数字基础设施通过绿色技术创新、资源配置效率和社会化服务三条路径推动农业绿色转型，方法规范、结论可靠，对数字乡村政策具有参考价值。",[24],{"name":10,"url":6},[26,27,28,29,30],"数字乡村","数字基础设施","农业绿色转型","农业社会化服务","县域面板数据",0,"10.3389\u002Ffsufs.2026.1869475",{"doi":32,"openalex_id":34,"authors":35,"venue":10,"cited_by_count":31,"oa_url":46,"card":47,"direction":51,"ingested_from":53},"W7213421769",[36,39,41,44],{"name":37,"orcid":38},"Guoqun Ma","https:\u002F\u002Forcid.org\u002F0000-0002-9619-8423",{"name":40,"orcid":9},"Qin Su",{"name":42,"orcid":43},"Yan Luo","https:\u002F\u002Forcid.org\u002F0000-0002-9731-4983",{"name":45,"orcid":9},"Wenying Xiao","https:\u002F\u002Fwww.frontiersin.org\u002Fjournals\u002Fsustainable-food-systems\u002Farticles\u002F10.3389\u002Ffsufs.2026.1869475\u002Fpdf",{"tldr":48,"method":49,"finding":50,"direction":51,"opportunity":52},"基于中国县域面板数据，用DID模型检验数字基础设施对农业绿色转型的影响与机制。","2013-2023年县域面板数据，数字乡村试点作准自然实验，DID模型。","数字基础设施显著促进农业绿色转型，通过绿色技术创新、资源配置效率、社会化服务三条路径。","农业绿色发展与碳","可探究数字基础设施对农业碳排放与绿色全要素生产率的非线性影响及空间溢出效应。","openalex","2026-09-17T23:30:08.126393Z"]