[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-3343":3,"related-3343":59},{"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,"search_phrases":31,"slug":34,"view_count":35,"doi":36,"paper":37,"created_at":58},3343,"Supply chain digitalization and proactive green innovation in agri-food enterprises: evidence from source-reduction patent bias","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1957657","Supply chain digitalization has emerged as a critical mechanism for advancing sustainable agriculture amidst intensifying climate and resource constraints. Utilizing panel data from A-share listed agri-food enterprises in China spanning 2013 to 2024, this study examines the impact of supply chain digitalization on corporate green innovation and its underlying transmission pathways. Our findings indicate that digital empowerment significantly enhances overall green innovation, with a pronounced structural preference for proactive source-reduction patents over reactive, end-of-pipe compliance technologies. This positive effect remains robust after addressing endogeneity concerns through instrumental variable (IV) analysis, Difference-in-Differences (DID) models, and double machine learning (DML) approaches. Mechanism tests reveal that digitalization fosters green innovation through three primary channels: enhancing supply chain synergies, strengthening R&D absorptive capacity, and elevating corporate risk-taking thresholds. Notably, this effect is amplified in environments characterized by high customer concentration and concentrated market structures. Furthermore, causal forest analysis underscores heterogeneous treatment effects, demonstrating that digital empowerment yields greater benefits for non-state-owned enterprises, firms with dominant market positions, and those deeply embedded in supply networks. These insights clarify the distributional implications of digital transformation and provide targeted policy guidance for accelerating the adoption of source-reduction technologies across the agri-food supply chain.","供应链数字化已成为在气候与资源约束日益加剧背景下推进可持续农业的关键机制。本研究利用2013年至2024年中国A股上市农业食品企业的面板数据，考察供应链数字化对企业绿色创新的影响及其内在传导路径。研究发现，数字赋能显著提升了整体绿色创新水平，且在结构上明显偏好主动型源头减量专利，而非末端治理型被动合规技术。在通过工具变量（IV）分析、双重差分（DID）模型和双重机器学习（DML）方法处理内生性问题后，这一正向效应依然稳健。机制检验表明，数字化通过三条主要渠道促进绿色创新：增强供应链协同效应、强化研发吸收能力以及提升企业风险承担阈值。值得注意的是，该效应在客户集中度高和市场结构集中的环境中更为显著。此外，因果森林分析揭示了异质性处理效应，表明数字赋能对非国有企业、具有市场主导地位的企业以及深度嵌入供应网络的企业带来更大收益。这些发现阐明了数字化转型的分配效应，并为加快农业食品供应链中源头减量技术的采用提供了有针对性的政策指引。",null,"Frontiers in Sustainable Food Systems","2026-09-23T00:00:00Z","论文",10,false,80,{"impact":17,"substance":18,"depth":17,"authority":19,"freshness":20,"relevant":21,"comment":22},18,22,13,9,1,"基于A股农食企业面板数据的实证研究，方法扎实、结论新颖，对农业供应链数字化转型与源头减量技术政策有参考价值。",[24],{"name":10,"url":6},[26,27,28,29,30],"数字农业","农业供应链","农业企业","绿色创新","专利结构",[32,33],"农业供应链 数字化 绿色创新","A股 农食企业 专利","农业供应链数字化绿色创新-3343",0,"10.3389\u002Ffsufs.2026.1957657",{"doi":36,"openalex_id":38,"authors":39,"venue":10,"cited_by_count":35,"oa_url":6,"card":51,"direction":55,"ingested_from":57},"W7214118553",[40,43,45,48],{"name":41,"orcid":42},"Siliang Guo","https:\u002F\u002Forcid.org\u002F0000-0001-9093-9588",{"name":44,"orcid":9},"Yan Qu",{"name":46,"orcid":47},"Yang Zhang","https:\u002F\u002Forcid.org\u002F0000-0002-0789-4938",{"name":49,"orcid":50},"Bingqian Zhang","https:\u002F\u002Forcid.org\u002F0000-0002-8212-452X",{"tldr":52,"method":53,"finding":54,"direction":55,"opportunity":56},"基于2013-2024年中国农食上市企业面板数据，研究供应链数字化如何促进企业主动型绿色创新。","A股农食企业面板数据，IV、DID、双重机器学习及因果森林分析。","数字化显著提升绿色创新，且更偏向源头减量专利而非末端治理技术。","农业绿色发展与碳","可探究数字化驱动源头减量专利在中小农食企业及不同供应链结构中的扩散机制与政策激励。","openalex","2026-09-24T23:30:07.915956Z",{"total":60,"page":21,"page_size":60,"items":61},6,[62,97,140,215,267,300],{"id":63,"title":64,"url":65,"summary":66,"summary_zh":67,"content":9,"source_name":10,"source_url":65,"published_at":68,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":15,"score_detail":69,"sources":71,"tags":73,"search_phrases":77,"slug":80,"view_count":35,"doi":81,"paper":82,"created_at":96},2921,"Can digital technology adoption enhance supply chain resilience? Evidence from listed food firms in China","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1930717","As a sector vital to national welfare and people’s livelihoods, the food industry has supply chains characterized by perishable raw materials, pronounced seasonality, stringent safety standards, extended chain structures, and highly fragmented participants. These features make food supply chains particularly vulnerable to external shocks, making the enhancement of supply chain resilience essential for safeguarding food safety and industrial and supply chain security. Using a sample of food firms listed on the Shanghai and Shenzhen A-share markets from 2009 to 2024, we systematically examine the effect of digital technology adoption on supply chain resilience, its potential channels, and heterogeneous effects. First, digital technology adoption significantly enhances the supply chain resilience of food firms. Second, digital technology adoption is significantly associated with greater information transparency, weaker financing constraints, and lower supply chain concentration. Third, this resilience-enhancing effect is more pronounced among firms facing lower environmental uncertainty, firms with stronger corporate innovation capability, and firms located in regions with a higher level of regional marketization. Focusing on the unique context of the food industry, we examine the potential channels and heterogeneous effects of digital technology adoption and provide micro-level empirical evidence for advancing the digital transformation of food firms, safeguarding food safety, and maintaining stable supply.","作为关乎国计民生的重要产业，食品产业的供应链具有原料易腐、季节性显著、安全标准严格、链条长、参与主体高度分散等特征。这些特征使食品供应链更易受到外部冲击，因此提升供应链韧性对于保障食品安全和产业链供应链安全至关重要。本文以2009—2024年沪深A股上市食品企业为样本，系统考察数字技术应用对供应链韧性的影响、潜在渠道及异质性效应。第一，数字技术应用显著提升了食品企业的供应链韧性。第二，数字技术应用与更高的信息透明度、更弱的融资约束和更低的供应链集中度显著相关。第三，这种韧性提升效应在环境不确定性较低的企业、创新能力较强的企业以及所在地区市场化水平较高的企业中更为明显。本文聚焦食品产业的独特情境，考察数字技术应用的潜在渠道和异质性效应，为推进食品企业数字化转型、保障食品安全和维持供应稳定提供微观层面的经验证据。","2026-09-18T00:00:00Z",{"impact":17,"substance":18,"depth":17,"authority":19,"freshness":20,"relevant":21,"comment":70},"基于2009-2024年A股食品企业样本的实证研究，为农业食品行业数字化转型与供应链安全提供微观证据，方法规范、结论有政策参考价值。",[72],{"name":10,"url":65},[26,74,75,28,76],"供应链韧性","数字化转型","食品供应链",[78,79],"食品企业 数字化转型 供应链韧性","A股食品企业 数字技术 供应链","食品企业数字化转型供应链韧性-2921","10.3389\u002Ffsufs.2026.1930717",{"doi":81,"openalex_id":83,"authors":84,"venue":10,"cited_by_count":35,"oa_url":65,"card":90,"direction":94,"ingested_from":57},"W7213555796",[85,88],{"name":86,"orcid":87},"Meihui Li","https:\u002F\u002Forcid.org\u002F0009-0004-2665-2629",{"name":89,"orcid":9},"Yuechao Zhu",{"tldr":91,"method":92,"finding":93,"direction":94,"opportunity":95},"基于2009-2024年中国A股食品上市公司，实证检验数字技术采用对供应链韧性的影响及机制。","使用沪深A股食品企业面板数据，实证分析数字技术采用与供应链韧性的关系。","数字技术采用显著提升食品企业供应链韧性，通过提高信息透明度、缓解融资约束和降低供应链集中度实现。","数字乡村与农业信息化","可探究数字技术不同维度对食品供应链韧性的差异化影响，以及环境不确定性的调节机制。","2026-09-19T23:30:08.651264Z",{"id":98,"title":99,"url":100,"summary":101,"summary_zh":102,"content":9,"source_name":103,"source_url":100,"published_at":104,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":105,"score_detail":106,"sources":112,"tags":114,"search_phrases":119,"slug":122,"view_count":35,"doi":123,"paper":124,"created_at":139},3367,"Digital Technology Adoption Conditioning Analysis Model in Agriculture","https:\u002F\u002Fdoi.org\u002F10.20944\u002Fpreprints202609.1880.v1","Technological advancements have been responsible for a significant part of the growth in agricultural productivity in recent years. Digital technologies have a high potential to enable the development of the agricultural sector, reshape value chains, and significantly contribute to more productive, resilient, and transparent food systems; however, their adoption in Brazil remains uneven due to regional disparities and structural bottlenecks. The research investigated this problem to build and validate the Digital Technology Adoption Conditioning Analysis Model (MAC-AgriTech), through a case study with Brazilian agricultural data, encompassing the identification of conditioning factors, their territorial evaluation, and the proposition of actions, while providing structured data collection and analysis instruments. The spatial analysis revealed deep territorial asymmetries, concentrating resources and infrastructure in the South and Southeast regions. Econometric modeling demonstrated that digital adoption is primarily driven by the producer’s digital familiarity, connectivity quality, and property scale, with 77% of producers identifying acquisition and maintenance costs as the primary barrier. The transition to digital agriculture in Brazil requires targeted, multidimensional public policies—such as expanded rural connectivity, technical training, and subsidized credit—to overcome regional gaps, and to increase agricultural competitiveness, efficiency, and sustainability.","近年来，技术进步对农业生产力增长贡献显著。数字技术具有巨大潜力，能够推动农业部门发展、重塑价值链，并为构建更高产、更具韧性且更透明的粮食体系作出重要贡献；然而，由于区域差异和结构性瓶颈，其在巴西的采用仍不均衡。本研究针对这一问题，通过一项基于巴西农业数据的案例研究，构建并验证了数字技术采用条件分析模型（MAC-AgriTech），涵盖条件因素的识别、其区域性评估以及行动建议的提出，同时提供了结构化的数据收集与分析工具。空间分析揭示了深刻的区域不对称性，资源和基础设施集中在南部和东南部地区。计量经济建模表明，数字采用主要受生产者数字熟悉度、连接质量和财产规模的驱动，其中77%的生产者将购置和维护成本视为主要障碍。巴西向数字农业的转型需要有针对性的、多维度的公共政策——如扩大农村连接、技术培训和补贴信贷——以克服区域差距，并提高农业竞争力、效率和可持续性。","Preprints.org","2026-09-22T00:00:00Z",67,{"impact":107,"substance":108,"depth":109,"authority":60,"freshness":110,"relevant":21,"comment":111},16,20,17,8,"基于巴西农业数据的数字技术采纳条件分析模型研究，方法系统、结论有实证支撑，但属预印本且聚焦巴西，对国内参考价值有限。",[113],{"name":103,"url":100},[26,115,116,117,118],"智慧农业","农业人工智能","巴西农业","农村数字化",[120,121],"巴西 数字农业 技术采纳","MAC-AgriTech 模型","巴西数字农业技术采纳-3367","10.20944\u002Fpreprints202609.1880.v1",{"doi":123,"openalex_id":125,"authors":126,"venue":103,"cited_by_count":35,"oa_url":100,"card":134,"direction":94,"ingested_from":57},"W7214109425",[127,130,132],{"name":128,"orcid":129},"Isabela Santos","https:\u002F\u002Forcid.org\u002F0009-0002-3659-2020",{"name":131,"orcid":9},"Eduardo Dias",{"name":133,"orcid":9},"Lidia Scoton",{"tldr":135,"method":136,"finding":137,"direction":94,"opportunity":138},"构建并验证MAC-AgriTech模型，分析巴西农业数字技术采纳的条件因素与区域差异。","巴西农业数据案例研究，空间分析与计量经济建模。","采纳主要由数字熟悉度、连接质量和农场规模驱动，77%生产者视成本为首要障碍。","可延伸至中国等发展中国家，探究数字素养、基础设施与政策组合对技术采纳的因果效应。","2026-09-24T23:30:27.046035Z",{"id":141,"title":142,"url":143,"summary":144,"summary_zh":145,"content":9,"source_name":146,"source_url":143,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":147,"score_detail":148,"sources":151,"tags":153,"search_phrases":158,"slug":161,"view_count":35,"doi":162,"paper":163,"created_at":214},3351,"Integrated Land, Soil and Crop Information Systems in Ethiopia, Kenya, and Rwanda: Institutional Readiness and Implications for Climate-Smart Agriculture","https:\u002F\u002Fdoi.org\u002F10.3390\u002Fland15101776","Integrated land–soil–crop information systems are increasingly important for supporting climate-smart agricultural planning and implementation, yet their development in Eastern Africa is constrained by fragmented mandates, weak technical capacity, and limited data interoperability. This study assesses how institutional readiness, user demand, and technical and human-capacity conditions shape the integration of such systems into national Agricultural Knowledge and Innovation Systems (AKIS). A mixed-methods, multi-country assessment was conducted in Ethiopia, Kenya, and Rwanda (2022–2024), drawing on 145 semi-structured key-informant interviews, stakeholder mapping, national workshops, and a regional synthesis consultation. The analysis addressed three objectives: (i) diagnose institutional readiness and user demand; (ii) assess technical, infrastructural, and human-capacity requirements; and (iii) identify governance and design principles for embedding integrated information systems within AKIS and Climate-Smart Agriculture (CSA) strategies. The results show consistently high demand for spatially explicit soil and crop data but persistent fragmentation of mandates, uneven coordination, and substantial subnational capacity gaps. Despite these constraints, emerging digital-agriculture strategies, open-data policies, and regional soil-health initiatives provide potential entry points for integration. The study offers a comparative evidence base and design principles—covering governance, interoperability standards, co-production processes, and capacity strengthening—needed to transition from project-driven fragmentation toward interoperable and sustainable information systems. These findings provide diagnostic and design-oriented insights for national and regional efforts to strengthen agricultural information systems that support CSA implementation in Eastern Africa.","综合的土地—土壤—作物信息系统在支持气候智慧型农业规划与实施方面日益重要，但其在东非的发展受到职责分散、技术能力薄弱和数据互操作性有限的制约。本研究评估了制度准备度、用户需求以及技术和人力能力条件如何影响此类系统融入国家农业知识与创新系统（AKIS）。研究于2022—2024年在埃塞俄比亚、肯尼亚和卢旺达开展了混合方法、多国评估，基于145次半结构化关键知情人访谈、利益相关方映射、国家研讨会以及一次区域综合磋商。分析围绕三个目标展开：（i）诊断制度准备度和用户需求；（ii）评估技术、基础设施和人力能力需求；（iii）确定将综合信息系统嵌入AKIS和气候智慧型农业（CSA）战略的治理与设计原则。结果表明，对空间显式土壤和作物数据的需求持续较高，但职责分散、协调不均衡以及地方层面能力差距显著等问题长期存在。尽管存在这些制约，新兴的数字农业战略、开放数据政策和区域土壤健康倡议为整合提供了潜在切入点。本研究提供了比较性证据基础和设计原则——涵盖治理、互操作性标准、共同生产过程和能力建设——这些是从项目驱动的碎片化转向可互操作且可持续的信息系统所必需的。这些发现为国家和区域层面加强支持东非CSA实施的农业信息系统提供了诊断性和设计导向的见解。","Land",81,{"impact":17,"substance":18,"depth":17,"authority":149,"freshness":20,"relevant":21,"comment":150},14,"基于三国145位关键知情人访谈的混合方法研究，为东非农业信息系统整合与气候智慧农业提供治理与设计原则，方法扎实、结论可靠，具区域政策参考价值。",[152],{"name":146,"url":143},[26,115,154,155,156,157],"土壤健康","气候智慧农业","农业数据","数据互操作",[159,160],"埃塞俄比亚 肯尼亚 卢旺达 农业信息系统","气候智慧农业 土壤作物数据","埃塞俄比亚肯尼亚卢旺达农业信息系统-3351","10.3390\u002Fland15101776",{"doi":162,"openalex_id":164,"authors":165,"venue":146,"cited_by_count":35,"oa_url":143,"card":208,"direction":213,"ingested_from":57},"W7214079859",[166,169,172,174,176,179,182,185,187,190,193,196,199,202,205],{"name":167,"orcid":168},"John Walker Recha","https:\u002F\u002Forcid.org\u002F0000-0002-1146-7197",{"name":170,"orcid":171},"A. Kooiman","https:\u002F\u002Forcid.org\u002F0000-0001-8208-6781",{"name":173,"orcid":9},"Thaïsa van der Woude",{"name":175,"orcid":9},"Hanneke Heesmans",{"name":177,"orcid":178},"Ermias Aynekulu","https:\u002F\u002Forcid.org\u002F0000-0002-1955-6995",{"name":180,"orcid":181},"Angela Nduta Gitau","https:\u002F\u002Forcid.org\u002F0000-0002-8963-2375",{"name":183,"orcid":184},"Pascal Debons","https:\u002F\u002Forcid.org\u002F0000-0001-6314-9935",{"name":186,"orcid":9},"Frank van Weert",{"name":188,"orcid":189},"Michael Okoti","https:\u002F\u002Forcid.org\u002F0000-0002-9550-8258",{"name":191,"orcid":192},"Elizabeth A. Okwuosa","https:\u002F\u002Forcid.org\u002F0000-0001-5941-7423",{"name":194,"orcid":195},"Kennedy Were","https:\u002F\u002Forcid.org\u002F0000-0002-8012-6812",{"name":197,"orcid":198},"Girma Mamo Diga","https:\u002F\u002Forcid.org\u002F0000-0002-2593-3187",{"name":200,"orcid":201},"Dejene Abera","https:\u002F\u002Forcid.org\u002F0000-0003-3692-8620",{"name":203,"orcid":204},"Pierre Celestin Ndayisaba","https:\u002F\u002Forcid.org\u002F0000-0002-8400-9146",{"name":206,"orcid":207},"Jules Rutebuka","https:\u002F\u002Forcid.org\u002F0000-0002-5236-3503",{"tldr":209,"method":210,"finding":211,"direction":94,"opportunity":212},"评估埃塞俄比亚、肯尼亚和卢旺达三国土地-土壤-作物综合信息系统的机构准备度与整合路径。","2022-2024年三国混合方法评估，含145个关键知情人访谈、利益相关方映射与","三国对空间化土壤作物数据需求高，但机构职责碎片化、协调不均、地方能力缺口大。","可研究开放数据政策与区域土壤健康倡议如何作为切入点，推动跨部门互操作标准与联合生产能力建设。","智慧农业 \u002F 农业物联网","2026-09-24T23:30:10.120978Z",{"id":216,"title":217,"url":218,"summary":219,"summary_zh":220,"content":9,"source_name":221,"source_url":218,"published_at":222,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":223,"score_detail":224,"sources":226,"tags":228,"search_phrases":231,"slug":234,"view_count":35,"doi":235,"paper":236,"created_at":266},3347,"Integrating Material Flow Cost Accounting and IoT-Based Monitoring for Eco-Efficient Goat Farm Management","https:\u002F\u002Fdoi.org\u002F10.35145\u002F6e5wnv18","Goat farming plays an important role in supporting rural livelihoods, food production, and agricultural sustainability. However, conventional goat farm management often separates environmental monitoring, financial accounting, and livestock management, limiting the ability to identify resource inefficiencies and associated environmental impacts. This study aims to develop and implement GEMBALA (Green Eco-smart Management-Based Automation for Livestock and Accounting), an integrated digital platform that combines Internet of Things (IoT)-based environmental monitoring, Material Flow Cost Accounting (MFCA), emission analysis, artificial intelligence-based livestock management, and analytical reporting. The research employed a research and development approach in collaboration with CV Cahaya Firdaus (Fathur Farm). An IoT sensor prototype was developed, installed, and tested in a real goat farming environment to monitor temperature, humidity, Heat Index (THI), ammonia gas, and dust density. The platform also incorporates MFCA, emission, AI Estrus, AI Health, and analytical reporting modules. The results demonstrate progress toward integrating environmental, economic, and livestock management information within a unified digital platform. However, further validation is required to improve sensor data transmission, synchronization, emission calculations, MFCA data consistency, and AI performance evaluation. The study provides a foundation for eco-economic decision support, sustainable livestock management, and future commercialization of digital livestock technologies.","山羊养殖在支撑农村生计、粮食生产和农业可持续性方面发挥着重要作用。然而，传统的山羊养殖场管理往往将环境监测、财务核算和畜牧管理相互分离，限制了识别资源低效利用及相关环境影响的能力。本研究旨在开发并实施GEMBALA（基于绿色生态智能管理的畜牧与会计自动化平台），这是一个集成了基于物联网（IoT）的环境监测、物料流成本会计（MFCA）、排放分析、基于人工智能的畜牧管理以及分析报告的综合数字平台。研究采用研发方法，与CV Cahaya Firdaus（Fathur Farm）合作开展。研究开发了物联网传感器原型，并在真实山羊养殖环境中进行安装和测试，用于监测温度、湿度、热指数（THI）、氨气和粉尘密度。该平台还整合了MFCA、排放、AI发情检测、AI健康和分析报告模块。结果表明，在将环境、经济和畜牧管理信息整合到统一数字平台方面取得了进展。然而，仍需进一步验证，以改进传感器数据传输、同步、排放计算、MFCA数据一致性以及AI性能评估。本研究为生态经济决策支持、可持续畜牧管理以及数字畜牧技术的未来商业化提供了基础。","Journal of Applied Business and Technology","2026-09-24T00:00:00Z",62,{"impact":110,"substance":17,"depth":107,"authority":13,"freshness":13,"relevant":21,"comment":225},"论文提出融合物联网监测与物料流成本核算的山羊养殖数字平台，方法有创新但尚处原型验证阶段，产业影响有限。",[227],{"name":221,"url":218},[26,115,116,229,230],"农业物联网","畜牧养殖",[232,233],"GEMBALA 山羊养殖 物联网","MFCA 畜牧 环境监测","GEMBALA山羊养殖物联网-3347","10.35145\u002F6e5wnv18",{"doi":235,"openalex_id":237,"authors":238,"venue":221,"cited_by_count":35,"oa_url":218,"card":261,"direction":213,"ingested_from":57},"W7214075234",[239,241,243,245,247,249,252,255,257,259],{"name":240,"orcid":9},"Nicholas Renaldo",{"name":242,"orcid":9},"Sulaiman Musa",{"name":244,"orcid":9},"Jaswar Koto",{"name":246,"orcid":9},"Kristy Veronica",{"name":248,"orcid":9},"Umar Faruq",{"name":250,"orcid":251},"Yulvia Nora Marlim","https:\u002F\u002Forcid.org\u002F0009-0007-8624-5023",{"name":253,"orcid":254},"Rangga Rahmadian Yuliendi","https:\u002F\u002Forcid.org\u002F0000-0003-2288-3580",{"name":256,"orcid":9},"Wilda Susanti",{"name":258,"orcid":9},"Achmad Tavip Junaedi",{"name":260,"orcid":9},"Nabila Wahid",{"tldr":262,"method":263,"finding":264,"direction":213,"opportunity":265},"开发集成物联网监测与物料流成本核算的山羊养殖数字平台GEMBALA。","研发方法，在真实羊场部署物联网传感器并集成MFCA、排放分析与AI模块。","平台初步实现环境、经济与养殖信息整合，但传感器传输与数据一致性仍需验证。","可延伸研究物联网数据与MFCA实时耦合的算法优化及AI模块的长期性能验证。","2026-09-24T23:30:09.863218Z",{"id":268,"title":269,"url":270,"summary":271,"summary_zh":272,"content":9,"source_name":10,"source_url":270,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":273,"score_detail":274,"sources":277,"tags":279,"search_phrases":284,"slug":287,"view_count":35,"doi":288,"paper":289,"created_at":299},3345,"E-commerce digitalization for sustainable agricultural and rural development: models and pathways","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1743839","This study adopts the Technology-Organization-Environment (TOE) framework as its core meso-level integrated explanatory framework, embedding digital empowerment theory to guide variable selection and causal logic. Meanwhile, it classifies the core conditional variables into technological capabilities, organizational capabilities, and environmental\u002Fstructural factors, avoiding the stacking of practical dimensions in variable selection. We find that sustainable agricultural and rural development (SARD) outcomes are not driven by single factors but by the synergistic effect of multiple configurations. Analysis identifies three distinct pathways: digital technology and agile response-driven, service and channel optimization, and comprehensive synergy. The most effective pathway synergistically combines high channel integration, high digitalization of service experience, high marketing response agility, and high precision in consumer insight. These pathways enhance agricultural marketing efficiency and advance SARD across economic, social, and environmental dimensions. Furthermore, substitution effects exist among some auxiliary factors; for instance, depth of digital technology application and precision of consumer insight can be functionally equivalent in the digital technology and agile response-driven pathway. The core theoretical contribution of this study is breaking through the traditional linear cognition of single-factor driving in the research of digital agriculture and SARD, which is prevalent in both domestic and international academia. By adopting the fuzzy-set Qualitative Comparative Analysis (fsQCA) method, we identify and theorize three typical configurational driving archetypes of e-commerce-driven SARD, namely Technology-Agile type, Service-Optimized type and Comprehensive Synergy type, reveal the mechanisms of multiple concurrent causality and equifinal paths in the digital empowerment of SARD, supplement the configurational analysis perspective for the digital empowerment theory, and provide micro-practical support for the sustainable transition theory in the context of global digital agriculture and platformization development. We recommend that agricultural enterprises strengthen digital technology, build distinctive product identities based on consumer insights, and enhance service experiences to foster sustainable transitions.","本研究以技术-组织-环境(TOE)框架为核心的中层整合解释框架，嵌入数字赋能理论以指导变量选择与因果逻辑。同时，将核心条件变量归类为技术能力、组织能力和环境\u002F结构因素，避免变量选择中实践维度的堆叠。研究发现，农业农村可持续发展(SARD)成效并非由单一因素驱动，而是多重条件组合的协同效应所致。分析识别出三条差异化路径：数字技术与敏捷响应驱动型、服务与渠道优化型、综合协同型。其中最有效的路径协同组合了高渠道整合度、高服务体验数字化、高营销响应敏捷性和高消费者洞察精准度。这些路径提升了农产品营销效率，并在经济、社会和环境维度上推进了SARD。此外，部分辅助因素之间存在替代效应；例如，在数字技术与敏捷响应驱动型路径中，数字技术应用深度与消费者洞察精准度可在功能上等效。本研究的核心理论贡献在于突破了国内外学术界在数字农业与SARD研究中普遍存在的单因素驱动的传统线性认知。通过采用模糊集定性比较分析(fsQCA)方法，我们识别并理论化了电子商务驱动SARD的三种典型组态驱动原型，即技术-敏捷型、服务-优化型和综合协同型，揭示了数字赋能SARD中多重并发因果与等效路径的机制，为数字赋能理论补充了组态分析视角，并为全球数字农业与平台化发展背景下的可持续转型理论提供了微观实践支撑。我们建议农业企业强化数字技术，基于消费者洞察构建特色产品标识，并提升服务体验以促进可持续转型。",77,{"impact":107,"substance":275,"depth":17,"authority":19,"freshness":20,"relevant":21,"comment":276},21,"基于TOE框架与fsQCA方法揭示电商驱动农业农村可持续发展的三条组态路径，方法新颖、结论有理论增量，对数字乡村与农村电商实践具参考价值。",[278],{"name":10,"url":270},[26,280,281,282,283],"农村电商","数字乡村","可持续农业","fsQCA",[285,286],"农村电商 数字赋能 可持续发展","电商 农业营销 数字化转型","农村电商数字赋能可持续发展-3345","10.3389\u002Ffsufs.2026.1743839",{"doi":288,"openalex_id":290,"authors":291,"venue":10,"cited_by_count":35,"oa_url":270,"card":294,"direction":94,"ingested_from":57},"W7214123656",[292],{"name":293,"orcid":9},"Qian Shan",{"tldr":295,"method":296,"finding":297,"direction":94,"opportunity":298},"基于TOE框架与fsQCA，识别电商数字化驱动农业农村可持续发展的三条组态路径。","TOE框架、数字赋能理论、fsQCA方法，分析多条件组态。","高渠道整合、高服务体验数字化、高营销响应敏捷与高消费者洞察精准组合最有效，存在替代效应。","可探究不同区域或平台情境下组态路径的适用边界，以及替代效应的动态演化机制。","2026-09-24T23:30:08.046331Z",{"id":301,"title":302,"url":303,"summary":304,"summary_zh":305,"content":9,"source_name":10,"source_url":303,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":15,"score_detail":306,"sources":308,"tags":310,"search_phrases":314,"slug":317,"view_count":35,"doi":318,"paper":319,"created_at":329},3341,"How the twin transition shapes green technological innovation in agricultural enterprises: evidence from China","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1893349","Introduction The twin transition is reshaping innovation patterns across industries, yet evidence on its effects in agriculture remains scarce despite the sector’s critical role in global food security and climate mitigation. Methods This study investigates how the twin transition influences green technological innovation in Chinese A-share agricultural listed enterprises from 2015 to 2024, drawing on a panel dataset of 860 firms. We measure the coupling coordination degree of digital and green transformation and estimate fixed effects models to examine both the direct effect and the underlying mechanisms. Results The results show that the twin transition significantly promotes green technological innovation, a finding that is robust to alternative measures and estimation methods. This aggregate effect, however, masks substantial heterogeneity: the innovation-enhancing effect is significant only for midstream processing firms and large enterprises, while it is negligible for upstream and downstream firms and weaker for small enterprises. Mechanism tests identify two mediating pathways. First, the twin transition enhances organizational response agility, enabling firms to sense and react to environmental and market changes more rapidly. Second, it alleviates financing constraints, thereby securing stable resources for long-term green innovation. Discussion These findings contribute to the twin transition literature by extending the empirical domain into agriculture and by specifying the organizational and financial channels through which digital-green coupling promotes innovation. They also provide evidence to inform differentiated policy design for sustainable agricultural development.","引言 双重转型正在重塑各行业的创新模式，但尽管农业在全球粮食安全和气候减缓中发挥着关键作用，关于其影响的证据仍然匮乏。方法 本研究基于860家企业的面板数据集，考察2015至2024年间双重转型如何影响中国A股农业上市企业的绿色技术创新。我们测度了数字化与绿色转型的耦合协调度，并估计固定效应模型以检验直接效应及其内在机制。结果 结果表明，双重转型显著促进了绿色技术创新，这一发现在替代测度和估计方法下依然稳健。然而，这一总体效应掩盖了显著的异质性：创新促进效应仅在中游加工企业和大企业中显著，而对上游和下游企业则可忽略不计，对小型企业也较弱。机制检验识别出两条中介路径。第一，双重转型增强了组织响应敏捷性，使企业能够更迅速地感知和应对环境与市场变化。第二，它缓解了融资约束，从而为长期绿色创新获取稳定资源。讨论 这些发现通过将实证领域拓展至农业，并明确数字化—绿色耦合促进创新的组织与金融渠道，为双重转型文献作出了贡献。它们也为面向可持续农业发展的差异化政策设计提供了依据。",{"impact":17,"substance":18,"depth":17,"authority":19,"freshness":20,"relevant":21,"comment":307},"基于860家中国农业上市公司面板数据，实证揭示数字化与绿色化协同对绿色技术创新的促进效应及组织敏捷性与融资约束两条中介路径，结论具政策参考价值。",[309],{"name":10,"url":303},[75,28,311,312,313],"双化协同","绿色技术创新","农业上市公司",[315,316],"农业上市公司 绿色技术创新","数字化转型 绿色转型 耦合协调","农业上市公司绿色技术创新-3341","10.3389\u002Ffsufs.2026.1893349",{"doi":318,"openalex_id":320,"authors":321,"venue":10,"cited_by_count":35,"oa_url":303,"card":324,"direction":55,"ingested_from":57},"W7214110123",[322],{"name":323,"orcid":9},"Rongwang Guo",{"tldr":325,"method":326,"finding":327,"direction":55,"opportunity":328},"基于860家中国农业上市公司数据，研究数字与绿色双转型如何促进绿色技术创新。","2015-2024年面板数据，测度双转型耦合协调度，用固定效应模型检验机制。","双转型显著促进绿色创新，但仅在中游加工与大型企业显著，通过组织响应敏捷性与缓解融资约束起作用。","可延伸至上游种植与下游流通企业，探索数字绿色耦合的差异化路径及小企业赋能机制。","2026-09-24T23:30:07.783118Z"]