[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-3003":3,"related-3003":70},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":8,"source_name":9,"source_url":8,"published_at":10,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":14,"score_detail":15,"sources":22,"tags":24,"primary_topic":30,"secondary_topics":36,"classification":37,"search_phrases":54,"slug":57,"view_count":19,"doi":58,"paper":59,"created_at":69},3003,"数字乡村建设对农业经济韧性的影响研究——基于2014—2023年30个省份面板数据","https:\u002F\u002Fxb.ynau.edu.cn\u002Fjwk_sk\u002Fcn\u002Farticle\u002Fpdf\u002Fpreview\u002F10.12371\u002Fj.ynau(s).202603058.pdf","安徽建筑大学潘和平等基于2014—2023年中国30个省份面板数据，运用双向固定效应模型和中介效应模型系统考察数字乡村建设对农业经济韧性的影响与传导机制。研究结果表明：数字乡村建设显著提升农业经济韧性，且这种正向效应在自然灾害频发区、粮食主产区及高数字乡村试点区表现更为突出；其传导机制主要通过促进农业技术创新实现。",null,"云南农业大学学报(社会科学)2026,20(0):1-8","2026-09-15T00:00:00Z","论文",10,false,80,{"impact":16,"substance":17,"depth":16,"authority":18,"freshness":19,"relevant":20,"comment":21},18,22,13,9,1,"基于30省十年面板数据的实证研究，方法规范、结论明确，对数字乡村政策评估有参考价值，但属学术论文，公共传播性有限。",[23],{"name":9,"url":6},[25,26,27,28,29],"数字乡村","农业经济韧性","粮食主产区","农业技术创新","面板数据",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},"I6","digital-village","数字乡村与数据要素","\u002Ftopic\u002Fdigital-agriculture\u002Fdigital-village","I",[],{"status":38,"locked":13,"version":39,"method":40,"evidence":41},"classified","2026-10-22.2","rules",{"candidates":42,"agricultural_evidence":45},[43,49],{"code":31,"score":44,"supported":45,"title":46,"abstract":47,"tags":48},12,true,[25],[25],[25],{"code":50,"score":20,"supported":13,"title":51,"abstract":52,"tags":53},"A8",[],[],[27],[55,56],"数字乡村 农业经济韧性","潘和平 安徽建筑大学 数字乡村","数字乡村农业经济韧性-3003","10.12371\u002Fj.ynau(s).202603058.pdf",{"doi":58,"openalex_id":8,"authors":60,"venue":8,"cited_by_count":61,"oa_url":8,"card":62,"direction":66,"ingested_from":68},[],0,{"tldr":63,"method":64,"finding":65,"direction":66,"opportunity":67},"基于30省面板数据，实证检验数字乡村建设对农业经济韧性的提升效应及传导机制。","2014—2023年30省面板数据，双向固定效应与中介效应模型。","数字乡村建设显著提升农业经济韧性，且在灾害频发区、粮食主产区、高试点区更突出，农业技术创新为中介。","数字乡村与农业信息化","可进一步探究数字乡村不同维度（如电商、治理数字化）对韧性的异质性影响及空间溢出效应。","agent","2026-09-20T00:03:08.396757Z",{"total":71,"page":20,"page_size":71,"items":72},6,[73,104,155,212,260,301],{"id":74,"title":75,"url":76,"summary":77,"summary_zh":8,"content":78,"source_name":79,"source_url":8,"published_at":8,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":80,"score_detail":81,"sources":84,"tags":86,"primary_topic":90,"secondary_topics":91,"classification":92,"search_phrases":99,"slug":102,"view_count":71,"doi":8,"paper":8,"created_at":103},340,"数字乡村建设对农业经济韧性的影响研究——基于2014—2023年中国30个省区市面板数据","https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016","在数字化快速发展背景下,作者基于2014—2023年中国30个省区市面板数据,运用双向固定效应模型和中介效应模型,系统考察数字乡村建设对农业经济韧性的影响与传导机制。研究发现:数字乡村建设显著提升农业经济韧性,且这种正向效应在自然灾害频发区、粮食主产区及高数字乡村试点区表现更为突出;传导机制主要通过促进农业技术创新实现。建议继续推进数字乡村建设,强化农业技术创新,实施差异化扶持政策以增强农业经济韧性。基金项目:安徽省社会科学创新发展研究课题(2024AH050264)。","检测到您正在使用 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繁\n\n搜索\n\n[首页](https:\u002F\u002Fwww.wanfangdata.com.cn\u002Findex.html?index=true)>[期刊导航](https:\u002F\u002Fc.wanfangdata.com.cn\u002Fperiodical)>[云南农业大学学报](https:\u002F\u002Fc.wanfangdata.com.cn\u002Fmagazine\u002Fynnydxxb-s)>[2026年8期](https:\u002F\u002Fc.wanfangdata.com.cn\u002Fmagazine\u002Fynnydxxb-s?tabId=article&publishYear=2026&issueNum=8)> 数字乡村建设对农业经济韧性的影响研究 \n\n DOI: [10.12371\u002Fj.ynau(s).202603058](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016)\n\n数字乡村建设对农业经济韧性的影响研究\n\n 文摘阅读 11\n\n 下载 0\n\n 导出题录 0\n\n 被引 0\n\n[潘和平](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016)[胡熠](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016)[章蓓蓓](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016)\n\n[安徽建筑大学 经济与管理学院,安徽 合肥 230022](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016)\n\n[在线阅读](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016)[下载](https:\u002F\u002Foss.wanfangdata.com.cn\u002Ffile\u002Fdownload\u002Fperio_ynnydxxb-s202608016.aspx)[评审材料](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016)\n\n引用\n\n收藏\n\n分享\n\n打印\n\n摘要：在数字化快速发展的时代背景下,数字乡村建设正日益成为增强农业经济韧性、推动农业高质量发展的关键力量.基于 2014-2023年中国 30个省区市面板数据,运用双向固定效应模型和中介效应模型,系统考察数字乡村建设对农业经济韧性的影响与传导机制.研究结果表明:数字乡村建设显著提升农业经济韧性,且这种正向效应在自然灾害频发区、粮食主产区及高数字乡村试点区表现更为突出,其传导机制主要通过促进农业技术创新实现.据此,应继续推进数字乡村建设,强化农业技术创新,实施差异化扶持政策以增强农业经济韧性.\n\n关键词：\n\n[数字乡村建设](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016)[农业经济韧性](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016)[农业技术创新](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016)[传导机制](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016)\n\n分类号：\n\nF323(中国农业经济)\n\n资助基金：\n\n[安徽省社会科学创新发展研究课题](https:\u002F\u002Fs.wanfangdata.com.cn\u002Fperiodical?q=%E5%9F%BA%E9%87%91%3A%E5%AE%89%E5%BE%BD%E7%9C%81%E7%A4%BE%E4%BC%9A%E7%A7%91%E5%AD%A6%E5%88%9B%E6%96%B0%E5%8F%91%E5%B1%95%E7%A0%94%E7%A9%B6%E8%AF%BE%E9%A2%98) ( 2024AH050264 ) \n\n文献发表日期：\n\n 2026-08-31 \n\n在线出版日期：\n\n 2026-07-24 （万方平台首次上网日期，不代表文献的发表时间）\n\n页数：\n\n8 ( 136-143 )\n\n英文信息\n\n![Image 7](https:\u002F\u002Fc.wanfangdata.com.cn\u002F\u002Fimages\u002FPeriodicalImages\u002Fynnydxxb-s\u002Fynnydxxb-s.jpg)\n\n[](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fynnydxxb-s202608016)\n\n[云南农业大学学报](https:\u002F\u002Fc.wanfangdata.com.cn\u002Fmagazine\u002Fynnydxxb-s)\n\n CSCD  AMI \n\nISSN：1004-390X\n\n年,卷(期)：[2026,20(8)](https:\u002F\u002Fc.wanfangdata.com.cn\u002Fmagazine\u002Fynnydxxb-s?tabId=article&publishYear=2026&issueNum=8)\n\n所属栏目：[农业农村现代化](https:\u002F\u002Fc.wanfangdata.com.cn\u002Fmagazine\u002Fynnydxxb-s\u002F?tabId=column&yearType=all&ztext=%E5%86%9C%E4%B8%9A%E5%86%9C%E6%9D%91%E7%8E%B0%E4%BB%A3%E5%8C%96 \"农业农村现代化\")\n\n相关文献  换一换\n\n1.[数字乡村建设对新型农村集体经济发展的影响研究](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fjxnyxb202607016 \"数字乡村建设对新型农村集体经济发展的影响研究\")[翟福意](https:\u002F\u002Fs.wanfangdata.com.cn\u002Fpaper?q=%E4%BD%9C%E8%80%85:%22%E7%BF%9F%E7%A6%8F%E6%84%8F%22 \"翟福意\") 等; [江西农业学报](https:\u002F\u002Fc.wanfangdata.com.cn\u002Fmagazine\u002Fjxnyxb \"江西农业学报\");2026\n\n2.[数字乡村建设对农业经济韧性的影响——基于产业结构升级调节效应](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fybxyxb202502002 \"数字乡村建设对农业经济韧性的影响——基于产业结构升级调节效应\")[陈丽宇;](https:\u002F\u002Fs.wanfangdata.com.cn\u002Fpaper?q=%E4%BD%9C%E8%80%85:%22%E9%99%88%E4%B8%BD%E5%AE%87%22 \"陈丽宇\")[宜宾学院学报](https:\u002F\u002Fc.wanfangdata.com.cn\u002Fmagazine\u002Fybxyxb \"宜宾学院学报\");2025\n\n3.[乡村数字基础设施对农业经济韧性的影响分析](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Flyjj202512002 \"乡村数字基础设施对农业经济韧性的影响分析\")[曹楚涵](https:\u002F\u002Fs.wanfangdata.com.cn\u002Fpaper?q=%E4%BD%9C%E8%80%85:%22%E6%9B%B9%E6%A5%9A%E6%B6%B5%22 \"曹楚涵\") 等; [林业经济](https:\u002F\u002Fc.wanfangdata.com.cn\u002Fmagazine\u002Flyjj \"林业经济\");2025\n\n4.[数字乡村对农业经济韧性影响机制——基于城乡融合中介效应分析](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fzgnjh202511045 \"数字乡村对农业经济韧性影响机制——基于城乡融合中介效应分析\")[郅建迪](https:\u002F\u002Fs.wanfangdata.com.cn\u002Fpaper?q=%E4%BD%9C%E8%80%85:%22%E9%83%85%E5%BB%BA%E8%BF%AA%22 \"郅建迪\") 等; [中国农机化学报](https:\u002F\u002Fc.wanfangdata.com.cn\u002Fmagazine\u002Fzgnjh \"中国农机化学报\");2025\n\n5.[数字乡村建设对中国农业韧性的影响机制——基于中介效应和门槛效应模型的实证研究](https:\u002F\u002Fd.wanfangdata.com.cn\u002Fperiodical\u002Fhljdwjm202503008 \"数字乡村建设对中国农业韧性的影响机制——基于中介效应和门槛效应模型的实证研究\")[李小玉;](https:\u002F\u002Fs.wanfangdata.com.cn\u002Fpaper?q=%E4%BD%9C%E8%80%85:%22%E6%9D%8E%E5%B0%8F%E7%8E%89%22 \"李小玉\")[对外经贸](https:\u002F\u002Fc.wanfangdata.com.cn\u002Fmagazine\u002Fhljdwjm \"对外经贸\");2025\n\n[![Image 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136-143",72,{"impact":16,"substance":17,"depth":16,"authority":44,"freshness":82,"relevant":20,"comment":83},2,"基于省级面板数据的实证研究，结论可靠，但时效性较差。",[85],{"name":79,"url":76},[25,26,87,88,28,89],"中介效应","30省面板","云南农业大学学报",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":13,"version":39,"method":40,"evidence":93},{"candidates":94,"agricultural_evidence":45},[95],{"code":31,"score":44,"supported":45,"title":96,"abstract":97,"tags":98},[25],[25],[25],[100,101],"云南农业大学学报 农业技术创新 农业经济韧性 中介效应","云南农业大学学报 农业技术创新","云南农业大学学报农业技术创新农业经济韧性中介效应-340","2026-08-09T23:54:49.601668Z",{"id":105,"title":106,"url":107,"summary":108,"summary_zh":8,"content":8,"source_name":109,"source_url":8,"published_at":110,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":14,"score_detail":111,"sources":115,"tags":117,"primary_topic":120,"secondary_topics":121,"classification":122,"search_phrases":142,"slug":145,"view_count":61,"doi":146,"paper":147,"created_at":154},5459,"数字乡村建设对农业能源韧性的影响研究 (Research on the Impact of Digital Village Construction on Agricultural Energy Resilience)","https:\u002F\u002Fdoi.org\u002F10.13872\u002Fj.1000-0275.2026.0997","基于2011—2024年30个省份面板数据，三维构建农业能源韧性指标，双向固定效应、中介与门槛模型检验。数字乡村显著提升农业能源韧性，农业社会化服务部分中介，呈单一门槛。粮食主产区与主销区显著。属网络首发。","农业现代化研究（网络首发）2026-10-19","2026-10-19T00:00:00Z",{"impact":16,"substance":17,"depth":16,"authority":112,"freshness":113,"relevant":20,"comment":114},14,8,"基于30省14年面板数据的网络首发论文，方法规范、结论有新意，但属学术细分议题，公共影响有限，可作精选备选。",[116],{"name":109,"url":107},[25,27,118,119],"农业社会化服务","农业能源韧性",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":13,"version":39,"method":40,"evidence":123},{"candidates":124,"agricultural_evidence":45},[125,131,138],{"code":31,"score":126,"supported":45,"title":127,"abstract":129,"tags":130},20,[25,128],"digital village",[25],[25],{"code":132,"score":133,"supported":45,"title":134,"abstract":135,"tags":137},"G2",4,[],[136],"社会化服务",[118],{"code":50,"score":20,"supported":13,"title":139,"abstract":140,"tags":141},[],[],[27],[143,144],"数字乡村 农业能源韧性","农业社会化服务 中介效应","数字乡村农业能源韧性-5459","10.13872\u002Fj.1000-0275.2026.0997",{"doi":146,"openalex_id":8,"authors":148,"venue":8,"cited_by_count":61,"oa_url":8,"card":149,"direction":66,"ingested_from":68},[],{"tldr":150,"method":151,"finding":152,"direction":66,"opportunity":153},"基于30省面板数据，检验数字乡村建设对农业能源韧性的提升作用。","2011—2024年30省面板数据，三维构建韧性指标，双向固定效应、中介与门槛模","数字乡村显著提升农业能源韧性，农业社会化服务部分中介，存在单一门槛，主产区与主销区显著。","可延伸研究数字乡村影响农业能源韧性的区域异质机制及社会化服务之外的中介路径。","2026-10-21T00:10:08.067176Z",{"id":156,"title":157,"url":158,"summary":159,"summary_zh":8,"content":8,"source_name":160,"source_url":8,"published_at":161,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":162,"score_detail":163,"sources":166,"tags":168,"primary_topic":172,"secondary_topics":173,"classification":174,"search_phrases":199,"slug":202,"view_count":133,"doi":203,"paper":204,"created_at":211},4198,"促进农业技术创新的数字力量——基于数字乡村建设视角","https:\u002F\u002Fnyxdhyj.isa.ac.cn\u002Farticle\u002Fdoi\u002F10.13872\u002Fj.1000-0275.2025.1035","黄建碧、马春艳、李睿琪、熊航（华中农业大学经济管理学院\u002F数字农业研究院）。发表于《农业现代化研究》2026年第47卷第2期325-338页。从数字乡村建设视角系统分析其对农业技术创新的促进作用，基于数字乡村试点数据构建多维评价指标体系，结合双重差分模型与机制检验考察数字乡村建设对农业技术创新的影响路径与作用机理。研究发现数字乡村建设通过促进农业科技创新要素集聚、提升农业科技创新效率、推动农业科技创新成果转化等机制显著促进农业技术创新。得到国家自然科学基金项目(72173050)、教育部哲学社会科学研究重大专项(2024JZDZ060)资助。","农业现代化研究2026, 47(2)","2026-09-01T00:00:00Z",75,{"impact":16,"substance":17,"depth":16,"authority":112,"freshness":164,"relevant":20,"comment":165},3,"核心期刊论文，方法规范、结论明确，但发表已逾一月，时效性偏弱，适合主题聚合而非每日精选。",[167],{"name":160,"url":158},[25,169,28,170,171],"双重差分","华中农业大学","国家自然科学基金",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":13,"version":39,"method":40,"evidence":175},{"candidates":176,"agricultural_evidence":45},[177,181,187,193],{"code":31,"score":44,"supported":45,"title":178,"abstract":179,"tags":180},[25],[25],[25],{"code":182,"score":164,"supported":45,"title":183,"abstract":184,"tags":186},"G1",[],[185],"成果转化",[],{"code":188,"score":164,"supported":45,"title":189,"abstract":190,"tags":192},"I1",[],[191],"数字农业",[],{"code":194,"score":164,"supported":45,"title":195,"abstract":196,"tags":198},"J2",[],[197],"农业现代化",[],[200,201],"华中农业大学 数字乡村 农业技术创新","数字乡村试点 双重差分 农业技术创新","华中农业大学数字乡村农业技术创新-4198","10.13872\u002Fj.1000-0275.2025.1035",{"doi":203,"openalex_id":8,"authors":205,"venue":8,"cited_by_count":61,"oa_url":8,"card":206,"direction":66,"ingested_from":68},[],{"tldr":207,"method":208,"finding":209,"direction":66,"opportunity":210},"基于数字乡村试点数据，实证检验数字乡村建设对农业技术创新的促进作用及机制。","数字乡村试点数据、多维评价指标体系、双重差分模型与机制检验。","数字乡村建设通过要素集聚、效率提升和成果转化显著促进农业技术创新。","可探究数字乡村建设对不同区域、不同农业技术类型创新影响的异质性及空间溢出效应。","2026-10-05T00:04:56.164123Z",{"id":213,"title":214,"url":215,"summary":216,"summary_zh":8,"content":8,"source_name":217,"source_url":8,"published_at":218,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":14,"score_detail":219,"sources":221,"tags":223,"primary_topic":227,"secondary_topics":228,"classification":235,"search_phrases":248,"slug":251,"view_count":20,"doi":8,"paper":252,"created_at":259},3242,"Mechanisms Through Which Digital Rural Construction Enhances Agricultural Ecological Resilience in China（中国数字乡村建设提升农业生态韧性的机制研究）","https:\u002F\u002Fwww.mdpi.com\u002F2071-1050\u002F18\u002F18\u002F9659","MDPI Sustainability 18(18) 9659 发表研究：基于中国30个省份2010-2023年面板数据，测度数字乡村建设和农业生态韧性，采用双向固定效应、中介效应和门槛模型考察两者关系。结果显示：①样本期内两变量均呈稳步上升态势；②数字乡村建设与农业生态韧性呈显著正相关，经工具变量回归等一系列内生性处理和稳健性检验后结论依然成立；③数字乡村建设通过环境治理投资和产业结构升级间接影响农业生态韧性；④效应具有门槛特征，超过门槛值后才显著为正；⑤中部东部、南部、低海拔地区效应更明显。该研究为数字乡村建设提升农业生态韧性提供了经验证据。（中南财经政法大学商学院+WTO与湖北发展研究中心+云南农大人文社科学院+云南交投集团投资公司）","MDPI Sustainability","2026-09-21T00:00:00Z",{"impact":16,"substance":17,"depth":16,"authority":18,"freshness":19,"relevant":20,"comment":220},"基于30省2010-2023年面板数据的实证研究，方法规范、结论有政策参考价值，但属学术论文，公共传播性有限。",[222],{"name":217,"url":215},[25,224,29,225,226],"产业结构升级","农业生态韧性","环境治理投资",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[229],{"code":230,"slug":231,"name":232,"path":233,"parent_code":234},"H6","biodiversity","生态保护与生物多样性","\u002Ftopic\u002Fenvironment\u002Fbiodiversity","H",{"status":38,"locked":13,"version":39,"method":40,"evidence":236},{"candidates":237,"agricultural_evidence":45},[238,242],{"code":31,"score":44,"supported":45,"title":239,"abstract":240,"tags":241},[25],[25],[25],{"code":230,"score":243,"supported":45,"title":244,"abstract":246,"tags":247},11,[245],"农业生态",[245],[],[249,250],"数字乡村 农业生态韧性 30省面板","中南财经政法大学 数字乡村 生态韧性","数字乡村农业生态韧性30省面板-3242",{"doi":8,"openalex_id":8,"authors":253,"venue":8,"cited_by_count":61,"oa_url":8,"card":254,"direction":66,"ingested_from":68},[],{"tldr":255,"method":256,"finding":257,"direction":66,"opportunity":258},"基于中国30省2010-2023年面板数据，实证检验数字乡村建设对农业生态韧性的提升作用及机制。","双向固定效应、中介效应与门槛模型，工具变量法处理内生性。","数字乡村建设显著提升农业生态韧性，经环境治理投资与产业结构升级间接传导，且存在门槛效应。","可深入探究数字乡村不同维度（如数字基础设施、数字素养）对农业生态韧性的差异化机制与空间溢出效应。","2026-09-23T00:04:32.854782Z",{"id":261,"title":262,"url":263,"summary":264,"summary_zh":8,"content":8,"source_name":265,"source_url":8,"published_at":266,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":267,"score_detail":268,"sources":270,"tags":272,"primary_topic":274,"secondary_topics":275,"classification":276,"search_phrases":289,"slug":292,"view_count":133,"doi":8,"paper":293,"created_at":300},1708,"数字农业对中国农村收入不平等的影响——基于 30 省面板数据的阈值效应研究","https:\u002F\u002Fwww.toutiao.com\u002Farticle\u002F7681649578591961629\u002F","Frontiers in Sustainable Food Systems 2026 卷次发表中国面板数据论文。研究基于全国 30 个省份面板数据，实证检验数字农业发展对农村收入不平等的影响及其作用机制。研究发现数字农业对农村收入不平等的影响存在显著的双重阈值效应：在低水平阶段会先扩大不平等（数字鸿沟），达到第一阈值后逐步收敛，超过第二阈值后显著缩小收入差距。研究为因地制宜推进数字乡村建设、缩小农村收入差距提供了实证依据。","今日头条","2026-09-04T00:00:00Z",76,{"impact":126,"substance":17,"depth":16,"authority":12,"freshness":71,"relevant":20,"comment":269},"基于30省面板数据的实证研究，揭示数字农业对农村收入不平等的双重阈值效应，为政策制定提供依据，具有较高学术价值和实践参考。",[271],{"name":265,"url":263},[191,25,29,273],"收入不平等",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":13,"version":39,"method":40,"evidence":277},{"candidates":278,"agricultural_evidence":45},[279,283],{"code":188,"score":44,"supported":45,"title":280,"abstract":281,"tags":282},[191],[191],[191],{"code":31,"score":284,"supported":45,"title":285,"abstract":286,"tags":288},7,[],[25,287],"数字鸿沟",[25],[290,291],"收入不平等 数字乡村 数字农业 面板数据","收入不平等 数字乡村","收入不平等数字乡村数字农业面板数据-1708",{"doi":8,"openalex_id":8,"authors":294,"venue":8,"cited_by_count":61,"oa_url":8,"card":295,"direction":66,"ingested_from":68},[],{"tldr":296,"method":297,"finding":298,"direction":66,"opportunity":299},"研究数字农业对农村收入不平等的影响，发现存在双重阈值效应。","基于30省面板数据，采用阈值效应模型实证分析。","数字农业对收入不平等呈先扩大后缩小的非线性影响。","可探索不同地区数字农业发展阶段差异，研究如何跨越数字鸿沟阈值，实现包容性增长。","2026-09-05T00:04:41.072452Z",{"id":302,"title":303,"url":304,"summary":305,"summary_zh":306,"content":8,"source_name":307,"source_url":304,"published_at":308,"category":11,"cover_url":8,"hotness":12,"is_selected":13,"score":14,"score_detail":309,"sources":311,"tags":313,"primary_topic":317,"secondary_topics":318,"classification":319,"search_phrases":344,"slug":347,"view_count":61,"doi":348,"paper":349,"created_at":366},5581,"How Does Digital Literacy Promote Inclusive Rural Growth? Micro-Level Evidence from Income Inequality Among Farm Households","https:\u002F\u002Fdoi.org\u002F10.3390\u002Fsu182010689","Against the backdrop of the coordinated advancement of digital village construction and the common prosperity strategy, the widespread improvement in rural households’ digital literacy is emerging as a key force in reshaping rural income distribution and enabling sustainable rural development. Whether digital dividends can equitably benefit farm households with heterogeneous endowments has a direct bearing on the inclusive growth outcomes of digital village construction and the sustainable advancement of the common prosperity goal. Using three waves of panel data from the China Family Panel Studies (CFPS) covering 2018 to 2022, this paper empirically examines the impact of digital literacy on income inequality among rural households. The findings indicate that improvements in digital literacy significantly reduce rural household income inequality, and this conclusion remains robust across a series of robustness checks. Mechanism analysis reveals that digital literacy mainly curbs the widening of rural household income gaps through two core channels: expanding social capital and alleviating credit constraints. Heterogeneity analysis shows that the inequality-reducing effect of digital literacy is more pronounced among households that depend on non-agricultural income, have lower levels of human capital, or fall into relatively lower income brackets. Further analysis demonstrates that digital literacy significantly reduces inequalities in wage income, business income, and property income across rural households, whereas its mitigating effect on transfer income inequality is not statistically significant. Meanwhile, digital literacy significantly raises the probability of upward income mobility among rural households, thereby alleviating income inequality from a dynamic perspective. On the basis of these findings, this paper proposes policy implications in several areas: building a hierarchical and categorized rural digital literacy cultivation system, fostering a virtuous cycle of digital empowerment, equal opportunity, and income convergence, and optimizing income distribution structures and dynamic mobility mechanisms, with the aim of accelerating progress toward common prosperity.","在数字乡村建设与共同富裕战略协同推进的背景下，农户数字素养的普遍提升正成为重塑乡村收入分配格局、实现乡村可持续发展的重要力量。数字红利能否公平惠及禀赋异质性农户，直接关系到数字乡村建设的包容性增长成效与共同富裕目标的可持续推进。本文利用中国家庭追踪调查（CFPS）2018—2022年三期面板数据，实证检验数字素养对农户收入不平等的影响。研究发现，数字素养的提升显著降低了农户收入不平等，这一结论在一系列稳健性检验后依然成立。机制分析表明，数字素养主要通过拓展社会资本与缓解信贷约束两条核心渠道抑制农户收入差距的扩大。异质性分析显示，数字素养的减不平等效应在依赖非农收入、人力资本水平较低或处于相对较低收入区间的农户中更为明显。进一步分析发现，数字素养显著缩小了农户工资性收入、经营性收入和财产性收入的不平等，而对转移性收入不平等的缓解作用在统计上不显著。同时，数字素养显著提高了农户收入向上流动的概率，从而从动态视角缓解了收入不平等。基于上述发现，本文从构建分层分类的农户数字素养培育体系、形成数字赋能—机会均等—收入收敛的良性循环、优化收入分配结构与动态流动机制等方面提出政策启示，以期为加快共同富裕进程提供参考。","Sustainability","2026-10-21T00:00:00Z",{"impact":16,"substance":17,"depth":16,"authority":18,"freshness":19,"relevant":20,"comment":310},"基于CFPS三期面板数据的微观实证，方法规范、结论有新意，对数字乡村与共同富裕政策有参考价值，值得进入每日精选。",[312],{"name":307,"url":304},[25,314,315,316,273],"数字素养","共同富裕","农民收入",{"code":31,"slug":32,"name":33,"path":34,"parent_code":35},[],{"status":38,"locked":13,"version":39,"method":40,"evidence":320},{"candidates":321,"agricultural_evidence":45},[322,326,333,339],{"code":31,"score":113,"supported":45,"title":323,"abstract":324,"tags":325},[],[25,128],[25,314],{"code":327,"score":71,"supported":45,"title":328,"abstract":329,"tags":332},"G6",[],[330,331],"农户收入","rural income",[],{"code":334,"score":164,"supported":45,"title":335,"abstract":336,"tags":338},"G",[],[337],"rural development",[],{"code":340,"score":20,"supported":13,"title":341,"abstract":342,"tags":343},"G4",[],[],[315],[345,346],"CFPS 数字素养 农户收入","数字素养 农村收入差距","CFPS数字素养农户收入-5581","10.3390\u002Fsu182010689",{"doi":348,"openalex_id":350,"authors":351,"venue":307,"cited_by_count":61,"oa_url":304,"card":360,"direction":66,"ingested_from":365},"W7223105459",[352,355,358],{"name":353,"orcid":354},"Yong Feng","https:\u002F\u002Forcid.org\u002F0000-0002-8151-8594",{"name":356,"orcid":357},"Shuokai  kai Wang","https:\u002F\u002Forcid.org\u002F0009-0002-7439-1764",{"name":359,"orcid":8},"Fangping Cao",{"tldr":361,"method":362,"finding":363,"direction":66,"opportunity":364},"基于CFPS三期面板数据，实证检验数字素养对农户收入不平等的影响。","使用CFPS 2018-2022三期面板数据，进行机制与异质性分析。","数字素养通过扩展社会资本和缓解信贷约束显著缩小农户收入差距。","可延伸研究数字素养对不同收入来源不平等的差异化机制及动态收入流动路径。","openalex","2026-10-22T11:20:47.675827Z"]