[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-5361":3,"related-5361":80},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":8,"source_name":9,"source_url":8,"published_at":8,"category":10,"cover_url":8,"hotness":11,"is_selected":12,"score":13,"score_detail":14,"sources":21,"tags":23,"primary_topic":29,"secondary_topics":35,"classification":36,"search_phrases":65,"slug":68,"view_count":69,"doi":8,"paper":70,"created_at":79},5361,"数智技术与农民增收:基于 31 省 2012-2023 年面板数据的影响效应与作用机制","https:\u002F\u002Ftwnt.fjnyxb.cn\u002F","基于 2012—2023 年 31 个省份面板数据并构建计量回归模型,系统探究数智技术发展对农民增收的影响效应与作用机制。研究发现:数智技术能显著推动农村居民可支配收入提升,结论经多重稳健性检验后依然成立。增收作用通过提升技术成果转化效率、培育粮食新质生产力两条路径实现。数智技术的增收效应存在显著异质性,在数字基础更优的东部地区、产业结构多元的非粮食主产区表现更为突出。DOI: 10.16006\u002Fj.cnki.twnt.2026.04.004。",null,"《台湾农业探索》48(4):37-45 2026","论文",10,false,74,{"impact":15,"substance":16,"depth":15,"authority":17,"freshness":18,"relevant":19,"comment":20},18,22,14,2,1,"基于31省11年面板数据的实证研究，方法规范、结论有新意，但属学术论文且发布日期不明，时效性弱，适合主题聚合而非每日精选。",[22],{"name":9,"url":6},[24,25,26,27,28],"数字乡村","农民增收","数智技术","面板数据","粮食新质生产力",{"code":30,"slug":31,"name":32,"path":33,"parent_code":34},"G6","rural-integration","帮扶与城乡融合","\u002Ftopic\u002Frural-services\u002Frural-integration","G",[],{"status":37,"locked":12,"version":38,"method":39,"evidence":40},"classified","2026-10-22.2","rules",{"candidates":41,"agricultural_evidence":44},[42,48,55,60],{"code":30,"score":43,"supported":44,"title":45,"abstract":46,"tags":47},12,true,[25],[25],[25],{"code":49,"score":50,"supported":44,"title":51,"abstract":52,"tags":54},"G1",3,[],[53],"成果转化",[],{"code":56,"score":19,"supported":12,"title":57,"abstract":58,"tags":59},"I1",[],[],[26],{"code":61,"score":19,"supported":12,"title":62,"abstract":63,"tags":64},"I6",[],[],[24],[66,67],"数智技术 农民增收","台湾农业探索 数智技术","数智技术农民增收-5361",0,{"doi":8,"openalex_id":8,"authors":71,"venue":8,"cited_by_count":69,"oa_url":8,"card":72,"direction":76,"ingested_from":78},[],{"tldr":73,"method":74,"finding":75,"direction":76,"opportunity":77},"用31省2012-2023年面板数据检验数智技术对农民增收的影响与机制。","31省面板数据，计量回归模型，多重稳健性检验与异质性分析。","数智技术显著提升农民可支配收入，经技术成果转化与粮食新质生产力两条路径实现。","数字乡村与农业信息化","可深入微观农户或县域层面，探究数智技术增收效应的区域异质性成因与数字鸿沟调节作用。","agent","2026-10-20T02:47:54.217965Z",{"total":81,"page":19,"page_size":81,"items":82},6,[83,143,199,258,340,392],{"id":84,"title":85,"url":86,"summary":87,"summary_zh":8,"content":8,"source_name":88,"source_url":8,"published_at":89,"category":10,"cover_url":8,"hotness":11,"is_selected":44,"score":90,"score_detail":91,"sources":95,"tags":97,"primary_topic":101,"secondary_topics":107,"classification":109,"search_phrases":130,"slug":133,"view_count":134,"doi":8,"paper":135,"created_at":142},4478,"更好发挥电商在促进农民增收中的作用 农村电商直接带动农民增收的三条路径","https:\u002F\u002Fso.html5.qq.com\u002Fpage\u002Freal\u002Fsearch_news?docid=70000021_8246ac795b854952","农业农村部信息中心郁跃伟、崔阳阳联合撰文指出，2025年农产品网络零售额达7833.1亿元、同比增长9.9%，头部电商平台全年助农直播超400万场、农村网商数达2007.4万家，2026年一季度农村网络零售额同比增长11.0%、农产品网络零售额同比增长14.7%；农村电商直接带动农民增收的三条路径——优化就业结构、促进产业结构调整、数字金融普惠；三条路径相互交织、彼此强化使农民集生产者、销售者、服务者、创业者等角色于一身。","农业农村部信息中心 郁跃伟 崔阳阳 2026-10-08","2026-10-08T00:00:00Z",87,{"impact":92,"substance":16,"depth":15,"authority":17,"freshness":93,"relevant":19,"comment":94},24,9,"部委信息中心撰文，含2025年及2026年一季度最新数据与三条增收路径结论，时效性强，值得进入每日精选。",[96],{"name":88,"url":86},[98,24,25,99,100],"农村电商","数字金融","农产品上行",{"code":102,"slug":103,"name":104,"path":105,"parent_code":106},"E5","branding-commerce","品牌流通与电商","\u002Ftopic\u002Ffood-supply\u002Fbranding-commerce","E",[108],{"code":30,"slug":31,"name":32,"path":33,"parent_code":34},{"status":37,"locked":12,"version":38,"method":39,"evidence":110},{"candidates":111,"agricultural_evidence":44},[112,117,121,126],{"code":102,"score":113,"supported":44,"title":114,"abstract":115,"tags":116},13,[98],[98],[100,98],{"code":30,"score":43,"supported":44,"title":118,"abstract":119,"tags":120},[25],[25],[25],{"code":122,"score":19,"supported":12,"title":123,"abstract":124,"tags":125},"G3",[],[],[99],{"code":61,"score":19,"supported":12,"title":127,"abstract":128,"tags":129},[],[],[24],[131,132],"农业农村部信息中心 农村电商 农民增收","农产品网络零售额 农村网商","农业农村部信息中心农村电商农民增收-4478",5,{"doi":8,"openalex_id":8,"authors":136,"venue":8,"cited_by_count":69,"oa_url":8,"card":137,"direction":76,"ingested_from":78},[],{"tldr":138,"method":139,"finding":140,"direction":76,"opportunity":141},"分析农村电商直接带动农民增收的三条路径及其交织强化机制。","基于农业农村部信息中心数据，梳理电商助农增收路径。","电商通过优化就业、调整产业、数字金融普惠三条路径协同促进农民增收。","可量化三条路径的交互效应，并研究不同区域与农户类型的增收差异。","2026-10-09T00:05:02.517070Z",{"id":144,"title":145,"url":146,"summary":147,"summary_zh":148,"content":8,"source_name":149,"source_url":146,"published_at":150,"category":10,"cover_url":8,"hotness":11,"is_selected":12,"score":151,"score_detail":152,"sources":156,"tags":158,"primary_topic":161,"secondary_topics":162,"classification":163,"search_phrases":180,"slug":183,"view_count":134,"doi":184,"paper":185,"created_at":198},2409,"The digital technology and income inequality: evidence from micro data in rural China","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1937169","The digital technology revolution boosts residents’ income while creating income inequality mechanisms. Reducing rural income inequality (RII) is a global major challenge. With wider technology access, e-commerce greatly impacts narrowing RII, yet few studies explore how e-commerce affects RII. Taking China’s rural e-commerce (RE) development as a case, this study analyzes the digital economy’s impact on RII and its mechanisms. Findings show RE development increases income but widens the income inequality gap: high-income farmers benefit more from RE’s income-generating effects, enlarging the income gap between high- and low-income households in both agricultural and non-agricultural sectors. Improving rural road and broadband infrastructure, selecting better-educated village managers with out-of-home work experience, upgrading household network conditions, and providing digital skill training for low-income farmers can mitigate RE’s effect of widening RII. The government can reduce RII by encouraging cross-regional collaboration of e-commerce enterprises, upgrading village infrastructure, narrowing the human capital gap among village managers, and expanding digital technology application among low-income farmers.","数字技术革命在提升居民收入的同时，也催生了收入不平等的机制。缩小农村收入不平等(RII)是一项全球性重大挑战。随着技术可及性的扩大，电子商务对缩小RII产生了显著影响，然而探讨电子商务如何影响RII的研究却为数不多。本研究以中国农村电子商务(RE)发展为案例，分析了数字经济对RII的影响及其作用机制。研究发现，农村电子商务的发展虽然提高了收入，却扩大了收入不平等差距：高收入农户从电子商务的增收效应中获益更多，从而拉大了农业和非农业部门中高收入与低收入家庭之间的收入差距。改善农村道路和宽带基础设施、选拔具有外出务工经历且受教育程度较高的村级管理者、提升家庭网络条件，以及为低收入农户提供数字技能培训，均能缓解电子商务扩大RII的效应。政府可以通过鼓励电子商务企业跨区域合作、升级村庄基础设施、缩小村级管理者之间的人力资本差距，以及扩大数字技术在低收入农户中的应用，来缩小RII。","Frontiers in Sustainable Food Systems","2026-09-13T00:00:00Z",78,{"impact":15,"substance":16,"depth":153,"authority":113,"freshness":154,"relevant":19,"comment":155},17,8,"基于中国农村微观数据的实证研究，揭示电商增收同时扩大收入差距的机制及缓解路径，对数字乡村政策有参考价值。",[157],{"name":149,"url":146},[98,24,159,25,160],"数字素养","收入差距",{"code":30,"slug":31,"name":32,"path":33,"parent_code":34},[],{"status":37,"locked":12,"version":38,"method":39,"evidence":164},{"candidates":165,"agricultural_evidence":44},[166,172,176],{"code":30,"score":167,"supported":44,"title":168,"abstract":169,"tags":171},4,[],[170],"rural income",[25],{"code":61,"score":18,"supported":12,"title":173,"abstract":174,"tags":175},[],[],[24,159],{"code":102,"score":19,"supported":12,"title":177,"abstract":178,"tags":179},[],[],[98],[181,182],"农村电商 农民增收 收入差距 数字乡村","农村电商 农民增收","农村电商农民增收收入差距数字乡村-2409","10.3389\u002Ffsufs.2026.1937169",{"doi":184,"openalex_id":186,"authors":187,"venue":149,"cited_by_count":69,"oa_url":146,"card":192,"direction":76,"ingested_from":197},"W7212439542",[188,190],{"name":189,"orcid":8},"Zeyun Zhong",{"name":191,"orcid":8},"Hua Lu",{"tldr":193,"method":194,"finding":195,"direction":76,"opportunity":196},"基于中国农村电商微观数据，分析数字技术对农村收入不平等的影响及机制。","中国农村电商微观数据，实证分析收入差距及调节因素。","电商增收但扩大收入差距，高收入农户获益更多；基建、教育、培训可缓解。","可探究数字技能培训对低收入农户的精准干预效果及长期收入分配动态。","openalex","2026-09-14T23:30:06.575473Z",{"id":200,"title":201,"url":202,"summary":203,"summary_zh":8,"content":8,"source_name":204,"source_url":8,"published_at":205,"category":10,"cover_url":8,"hotness":11,"is_selected":12,"score":206,"score_detail":207,"sources":209,"tags":211,"primary_topic":214,"secondary_topics":219,"classification":226,"search_phrases":246,"slug":249,"view_count":50,"doi":8,"paper":250,"created_at":257},2403,"乡村治理数字化对农民增收的影响研究——基于县域数字乡村指数与CFPS微观调查数据","http:\u002F\u002Fwww.qikanvip.com\u002Fqkml\u002F127622.html","统计与决策2026年第02期。付莎、王军将《县域数字乡村指数》和CFPS微观调查数据进行匹配，实证探究乡村治理数字化对农民增收的影响。结果表明：乡村治理数字化有助于促进农民增收，具有益贫效应（在农村未接入互联网和低收入群体中增收效应更强）；通过提高农民数字素养、提升农民对本地官员的信任度来促进农民增收；对高学历农民的增收效应更显著。","统计与决策 | 2026-09-09","2026-09-09T00:00:00Z",76,{"impact":15,"substance":16,"depth":15,"authority":113,"freshness":134,"relevant":19,"comment":208},"核心期刊实证研究，将县域数字乡村指数与CFPS微观数据匹配，揭示乡村治理数字化的益贫效应与信任机制，对数字乡村政策有参考价值。",[210],{"name":204,"url":202},[24,212,159,25,213],"乡村治理","县域经济",{"code":61,"slug":215,"name":216,"path":217,"parent_code":218},"digital-village","数字乡村与数据要素","\u002Ftopic\u002Fdigital-agriculture\u002Fdigital-village","I",[220,225],{"code":221,"slug":222,"name":223,"path":224,"parent_code":34},"G5","rural-governance","乡村治理与人才","\u002Ftopic\u002Frural-services\u002Frural-governance",{"code":30,"slug":31,"name":32,"path":33,"parent_code":34},{"status":37,"locked":12,"version":38,"method":39,"evidence":227},{"candidates":228,"agricultural_evidence":44},[229,233,237,241],{"code":61,"score":113,"supported":44,"title":230,"abstract":231,"tags":232},[24],[24],[24,159],{"code":221,"score":43,"supported":44,"title":234,"abstract":235,"tags":236},[212],[212],[212],{"code":30,"score":43,"supported":44,"title":238,"abstract":239,"tags":240},[25],[25],[25],{"code":242,"score":19,"supported":12,"title":243,"abstract":244,"tags":245},"G4",[],[],[213],[247,248],"乡村治理 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China","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1714667","Geographical Indications (GIs) are conducive to industrial development and the increase in farmers’ income, while technological innovation serves as the core driving force for GIs development. This study adopts an inductive single-case research method, taking mung beans from Yangyuan County, China, as a case, to analyze the mechanisms through which technological innovation promotes the development of GIs and drives farmers toward prosperity. The research findings are as follows: First, the process of technological innovation promoting brand development and driving farmers toward common prosperity evolves along the path of “specialty products enriching farmers—innovation boosting income—premium sharing.” Second, the promotion of GIs development by technological innovation exhibits stage-specific characteristics. During the incipient phase, technology empowered industrial development and GIs establishment, creating more varied channels for increasing rural income; in the growth phase, technological innovation enhanced the stability of the industrial chain and brand premium, increasing growers’ income by 9,150 yuan\u002Fha; in the leapfrog development phase, technological innovation extended the value chain of the Yangyuan Mung Bean brand, enabling farmers to earn 32.08% more income than from unbranded mung beans. Third, GIs fueled by technological innovation help farmers achieve common prosperity in both material and spiritual dimensions.","地理标志有利于产业发展和农民增收，而科技创新是地理标志发展的核心驱动力。本研究采用归纳式单案例研究方法，以中国阳原县绿豆为案例，分析科技创新促进地理标志发展并带动农民致富的机制。研究发现如下：第一，科技创新促进品牌发展并带动农民共同富裕的过程沿“特产富农—创新增收—溢价共享”的路径演进。第二，科技创新对地理标志发展的促进呈现阶段性特征。在萌芽期，技术赋能产业发展和地理标志创建，拓宽了农村增收渠道；在成长期，科技创新增强了产业链稳定性和品牌溢价，使种植户增收9150元\u002F公顷；在跨越发展期，科技创新延伸了阳原绿豆品牌的价值链，使农民收入比无品牌绿豆高出32.08%。第三，科技创新驱动的地理标志有助于农民在物质和精神两个层面实现共同富裕。","2026-10-20T00:00:00Z",77,{"impact":267,"substance":268,"depth":15,"authority":113,"freshness":93,"relevant":19,"comment":269},16,21,"以阳原绿豆为单案例，量化技术创新对地理标志产业与农户增收的分阶段效应，结论具体、数据可引，但属县域单案例，影响层级有限。",[271],{"name":149,"url":261},[25,273,274,275,276],"地理标志","农业科技","小杂粮","品牌溢价",{"code":30,"slug":31,"name":32,"path":33,"parent_code":34},[],{"status":37,"locked":12,"version":38,"method":39,"evidence":280},{"candidates":281,"agricultural_evidence":44},[282,287,291,297],{"code":30,"score":283,"supported":44,"title":284,"abstract":285,"tags":286},7,[],[25,170],[25],{"code":102,"score":167,"supported":44,"title":288,"abstract":289,"tags":290},[],[273],[273],{"code":292,"score":50,"supported":44,"title":293,"abstract":294,"tags":296},"I4",[],[295],"GIS",[],{"code":298,"score":50,"supported":44,"title":299,"abstract":300,"tags":302},"I7",[],[301],"研究方法",[],[304,305],"阳原绿豆 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