[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-3330":3,"related-3330":58},{"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":57},3330,"Beyond awareness: accounting for information exposure bias in adoption and income effects of Orange-Fleshed Sweet Potato technology among smallholder farming households in Nigeria","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1907286","This study examined the role of information exposure in the adoption of Orange-Fleshed Sweet Potato (OFSP) technology and its effect on the income of smallholder sweet potato farming households in Nigeria. Using cross-sectional primary data collected from 320 smallholder sweet potato farming households in Osun and Kwara States through a two-stage sampling procedure, the study accounted for heterogeneous awareness exposure and actual adoption behavior. The Heckman probit selection model was employed to distinguish between awareness exposure and adoption conditional on awareness, while the Endogenous Treatment Effect (ETE) and Inverse-Probability-Weighted Regression Adjustment (IPWRA) models were used to estimate the income effects of OFSP adoption while correcting for potential endogeneity and selection bias. The findings showed that awareness exposure was significantly influenced by age, marital status, household size, and membership in farmer associations, whereas adoption conditional on awareness was significantly associated with education, farming experience, and access to credit. Descriptively, OFSP adopters reported more favorable perceptions of the technology’s productivity, climate resilience, and nutritional benefits than non-adopters. Both ETE and IPWRA estimates further indicated that OFSP adoption had a positive and significant effect on household income. The study concludes that awareness and adoption are distinct stages influenced by different factors. Policies aimed at promoting OFSP adoption should therefore strengthen targeted information dissemination, extension support, farmer education, and access to credit to enhance adoption, household income, food security, nutrition, and rural livelihoods.","本研究考察了信息接触在橙肉甘薯（Orange-Fleshed Sweet Potato, OFSP）技术采纳中的作用及其对尼日利亚小农户甘薯种植家庭收入的影响。研究采用两阶段抽样程序，从奥孙州和夸拉州320户小农户甘薯种植家庭收集了横截面原始数据，并考虑了异质性认知接触与实际采纳行为。研究运用Heckman probit选择模型区分认知接触与在认知条件下的采纳行为，同时采用内生处理效应（Endogenous Treatment Effect, ETE）模型和逆概率加权回归调整（Inverse-Probability-Weighted Regression Adjustment, IPWRA）模型估计OFSP采纳的收入效应，并校正潜在的内生性和选择偏差。研究结果表明，认知接触显著受年龄、婚姻状况、家庭规模和农民协会成员身份的影响，而在认知条件下的采纳行为则与教育程度、种植经验和信贷可得性显著相关。描述性统计显示，OFSP采纳者对技术生产力、气候适应性和营养益处的感知优于非采纳者。ETE和IPWRA估计结果均表明，OFSP采纳对家庭收入具有显著的正向影响。研究结论认为，认知和采纳是受不同因素影响的 distinct 阶段。因此，旨在促进OFSP采纳的政策应加强针对性信息传播、推广支持、农民教育和信贷可得性，以提高采纳率、家庭收入、粮食安全、营养水平和农村生计。",null,"Frontiers in Sustainable Food Systems","2026-09-24T00:00:00Z","论文",10,false,73,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":13,"relevant":21,"comment":22},12,21,17,13,1,"以信息接触偏差为切入，方法规范、数据扎实，对农业技术推广信息化有参考价值，但属区域国别研究，公共影响有限。",[24],{"name":10,"url":6},[26,27,28,29,30],"农业信息化","小农户","甘薯","尼日利亚","信息传播",[32,33],"尼日利亚 橙肉甘薯 小农户","信息接触 技术采纳 收入效应","尼日利亚橙肉甘薯小农户-3330",0,"10.3389\u002Ffsufs.2026.1907286",{"doi":36,"openalex_id":38,"authors":39,"venue":10,"cited_by_count":35,"oa_url":6,"card":50,"direction":54,"ingested_from":56},"W7214099591",[40,43,45,47],{"name":41,"orcid":42},"Adetomiwa Kolapo","https:\u002F\u002Forcid.org\u002F0000-0002-0808-1293",{"name":44,"orcid":9},"Melusi Sibanda",{"name":46,"orcid":9},"Nolwazi Z. Khumalo",{"name":48,"orcid":49},"Temitope O. Ojo","https:\u002F\u002Forcid.org\u002F0000-0002-3517-0435",{"tldr":51,"method":52,"finding":53,"direction":54,"opportunity":55},"研究尼日利亚小农户信息接触偏差对橙肉甘薯技术采纳及收入的影响。","320户两阶段抽样调查，用Heckman probit、ETE和IPWRA模型。","信息接触与采纳受不同因素影响，采纳显著提高农户家庭收入。","数字乡村与农业信息化","可延伸研究信息传播渠道差异如何影响技术采纳阶段转化与收入分配。","openalex","2026-09-24T23:30:06.870179Z",{"total":59,"page":21,"page_size":59,"items":60},6,[61,106,147,193,228,268],{"id":62,"title":63,"url":64,"summary":65,"summary_zh":66,"content":9,"source_name":67,"source_url":64,"published_at":68,"category":12,"cover_url":9,"hotness":69,"is_selected":14,"score":70,"score_detail":71,"sources":77,"tags":81,"search_phrases":85,"slug":88,"view_count":35,"doi":89,"paper":90,"created_at":105},3198,"Farm Budgeting and Gross Margin Analysis as Extension Tools for Promoting Commercial Agriculture among Smallholder Farmers in Zamfara State, Nigeria.","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.22870012","Abstract This study assessed farm budgeting and gross margin analysis as extension tools for promoting commercial agriculture among smallholder farmers in Zamfara State, Nigeria. Specifically, the study examined farmers' knowledge and use of farm budgeting and gross margin analysis, assessed the role of agricultural extension agents in promoting their application, determined the level of commercial agriculture participation, and examined the relationship between the use of the two tools and commercial agriculture participation. A multistage sampling procedure was used to select 241 smallholder farmers from four Local Government Areas. Data were collected through a structured, pre-tested interview schedule and analysed using descriptive statistics, farm budgeting, gross margin analysis, benefit-cost ratio, and multiple linear regression estimated using the Ordinary Least Squares method. The results showed that farmers had a relatively high level of knowledge of farm budgeting and gross margin analysis (grand mean = 3.40), whereas their actual use of the tools was low (mean = 2.82), indicating a knowledge–application gap. Extension support was positively rated (mean = 3.38), although follow-up support remained limited. Commercial agriculture participation was relatively high (mean = 3.41). The regression model was statistically significant (F = 47.84, p \u003C 0.001) and explained 58.3% of the variation in commercial agriculture participation. Farm budgeting (B = 0.286, p \u003C 0.001) and gross margin analysis (B = 0.351, p \u003C 0.001) were positively and significantly associated with commercial agriculture participation. The study concluded that strengthening practical extension support for financial planning and profitability assessment could enhance informed and market-oriented farm decision-making among smallholder farmers. Keywords: Financial planning; Profitability assessment; Market orientation; Farm management; Enterprise decision-making; Extension Tools.","摘要 本研究评估了农场预算编制与毛利分析作为推广工具在尼日利亚扎姆法拉州促进小农户商业化农业方面的作用。具体而言，本研究考察了农民对农场预算编制和毛利分析的知识与使用情况，评估了农业推广人员在推动其应用中的作用，测定了商业化农业参与水平，并检验了这两种工具的使用与商业化农业参与之间的关系。采用多阶段抽样程序，从四个地方政府区域选取了241名小农户。数据通过结构化、预先测试的访谈问卷收集，并采用描述性统计、农场预算编制、毛利分析、效益成本比以及普通最小二乘法估计的多元线性回归进行分析。结果表明，农民对农场预算编制和毛利分析的知识水平相对较高（总均值=3.40），而其对工具的实际使用率较低（均值=2.82），表明存在知识—应用差距。推广支持获得正面评价（均值=3.38），但后续跟进支持仍然有限。商业化农业参与度相对较高（均值=3.41）。回归模型具有统计学显著性（F=47.84，p\u003C0.001），解释了商业化农业参与变异的58.3%。农场预算编制（B=0.286，p\u003C0.001）和毛利分析（B=0.351，p\u003C0.001）与商业化农业参与呈显著正相关。研究得出结论，加强对财务规划和盈利能力评估的实践性推广支持，可增强小农户知情且面向市场的农场决策能力。关键词：财务规划；盈利能力评估；市场导向；农场管理；企业经营决策；推广工具。","Zenodo (CERN European Organization for Nuclear Research)","2026-09-21T00:00:00Z",25,65,{"impact":72,"substance":73,"depth":74,"authority":17,"freshness":75,"relevant":21,"comment":76},8,20,16,9,"基于241户小农户调查的实证研究，揭示农业推广中财务工具的知识-应用差距，对农业信息化与推广服务有参考价值，但地域局限于尼日利亚。",[78,79],{"name":67,"url":64},{"name":67,"url":80},"https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.22870011",[27,82,29,83,84],"农业推广","农场预算","农业商业化",[86,87],"Zamfara 小农户 农业推广","农场预算 毛利分析","Zamfara小农户农业推广-3198","10.5281\u002Fzenodo.22870012",{"doi":89,"openalex_id":91,"authors":92,"venue":67,"cited_by_count":35,"oa_url":64,"card":99,"direction":104,"ingested_from":56},"W7213887499",[93,95,97],{"name":94,"orcid":9},"M.K. Idris",{"name":96,"orcid":9},"M. I. Fagge",{"name":98,"orcid":9},"U.S. Danjuma",{"tldr":100,"method":101,"finding":102,"direction":54,"opportunity":103},"研究尼日利亚小农户农场预算与毛利分析作为推广工具对商业化农业参与的影响。","多阶段抽样241户，用描述统计、农场预算、毛利分析、OLS回归。","农户知识高但使用低，两工具均显著正向关联商业化农业参与（解释58.3%）。","可探索将农场预算与毛利分析数字化、嵌入移动端推广工具，弥合知识-应用鸿沟。","农业人工智能与决策模型","2026-09-22T23:30:46.883515Z",{"id":107,"title":108,"url":109,"summary":110,"summary_zh":111,"content":9,"source_name":112,"source_url":109,"published_at":113,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":114,"score_detail":115,"sources":119,"tags":121,"search_phrases":124,"slug":127,"view_count":35,"doi":128,"paper":129,"created_at":146},3059,"Climate Smart Agriculture and Food Security among Rural Farmers in Nasarawa State, Nigeria","https:\u002F\u002Fdoi.org\u002F10.67317\u002Fijmsrt26sep046","Climate change continues to threaten agricultural productivity and household food security, particularly among rural farmers who depend on rain-fed agriculture. This study examined climate smart agriculture and food security among rural farmers in Nasarawa State, Nigeria. Specifically, it assessed the extent of adoption of climatesmart agricultural practices and examined their influence on household food security. A mixed-methods descriptive survey design was adopted. Data were collected from 372 rural farming households using structured questionnaires, while Key Informant Interviews were conducted with agricultural extension officers and community leaders. Secondary data were obtained from relevant journal articles, government publications, and reports. Quantitative data were analyzed using frequency tables and percentages and presented with bar charts, while qualitative data were transcribed, interpreted, and integrated with the quantitative findings. The study found that climate-smart agricultural practices significantly enhanced household food security, with 86% of the respondents indicating that the practices strengthened their resilience to climate change, while 85% reported improved household food availability. The study concludes that climate-smart agriculture is an effective approach for improving the livelihoods and food security of rural farming households in Nasarawa State. The study recommends that the Nasarawa State Agricultural Development Programme (NADP), in collaboration with the State Ministry of Agriculture and agricultural extension agencies, should strengthen extension services by providing regular farmer training, climate information, and access to climate-smart agricultural technologies to promote wider adoption and enhance household food security.","气候变化持续威胁农业生产力和家庭粮食安全，尤其是依赖雨养农业的农村农民。本研究考察了尼日利亚纳萨拉瓦州农村农民的气候智能型农业与粮食安全状况。具体而言，研究评估了气候智能型农业实践的采用程度，并考察了其对家庭粮食安全的影响。研究采用混合方法描述性调查设计。通过结构化问卷从372个农村农户收集数据，同时对农业推广官员和社区领袖进行了关键信息人访谈。二手数据来源于相关期刊文章、政府出版物和报告。定量数据采用频数表和百分比进行分析，并以柱状图呈现；定性数据经转录、解释后与定量研究结果进行整合。研究发现，气候智能型农业实践显著增强了家庭粮食安全，86%的受访者表示这些实践增强了其应对气候变化的能力，85%的受访者报告家庭粮食可获得性有所改善。研究结论认为，气候智能型农业是改善纳萨拉瓦州农村农户生计和粮食安全的有效途径。研究建议，纳萨拉瓦州农业发展计划（NADP）应与州农业部和农业推广机构合作，通过提供定期农民培训、气候信息和气候智能型农业技术获取渠道来加强推广服务，以促进更广泛的采用并增强家庭粮食安全。","International Journal of Modern Science and Research Technology","2026-09-20T00:00:00Z",56,{"impact":72,"substance":116,"depth":117,"authority":59,"freshness":75,"relevant":21,"comment":118},18,15,"尼日利亚地方性实证研究，样本372户、结论明确，但影响范围限于区域，对国内三农信息化参考价值有限，不宜进入每日精选。",[120],{"name":112,"url":109},[122,27,123,82,29],"粮食安全","气候智慧农业",[125,126],"气候智慧农业 农业推广 尼日利亚 粮食安全","气候智慧农业 农业推广","气候智慧农业农业推广尼日利亚粮食安全-3059","10.67317\u002Fijmsrt26sep046",{"doi":128,"openalex_id":130,"authors":131,"venue":112,"cited_by_count":35,"oa_url":138,"card":139,"direction":145,"ingested_from":56},"W7213778728",[132,134,136],{"name":133,"orcid":9},"ABDULLAHI YUSUF AGWAI",{"name":135,"orcid":9},"Falalu Mohommed Mohammmed",{"name":137,"orcid":9},"A. S. Ogah","https:\u002F\u002Fijmsrt.com\u002Fstorages\u002Fdownload-paper\u002FIJMSRT26SEP046",{"tldr":140,"method":141,"finding":142,"direction":143,"opportunity":144},"研究尼日利亚纳萨拉瓦州农户采用气候智慧型农业对家庭粮食安全的影响。","混合方法调查，372户问卷加关键知情人访谈，频数百分比分析。","86%受访者认为气候智慧型农业增强了气候韧性，85%报告家庭粮食供应改善。","农业绿色发展与碳","可探索气候智慧型农业技术采纳的驱动因素与推广机制，或结合数字工具提升气候信息可达性。","智慧农业 \u002F 农业物联网","2026-09-21T23:30:09.323035Z",{"id":148,"title":149,"url":150,"summary":151,"summary_zh":152,"content":9,"source_name":67,"source_url":150,"published_at":153,"category":12,"cover_url":9,"hotness":69,"is_selected":14,"score":154,"score_detail":155,"sources":158,"tags":162,"search_phrases":165,"slug":168,"view_count":35,"doi":169,"paper":170,"created_at":192},2931,"UNDERSTANDING THE CONSTRAINTS OF CLIMATE-SMART AGRICULTURE AMONG SMALLHOLDER FARMERS IN SOUTHWESTERN NIGERIA","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.22832901","Climate-smart agriculture (CSA) has gained increasing attention as an approach for improving agricultural productivity and strengthening the resilience of farming systems to climate variability and change. However, the willingness of farmers to embrace CSA does not necessarily translate into implementation. This study examined the factors influencing the willingness of 190 smallholder farmers in Akinyele Local Government Area of Oyo State, southwestern Nigeria, to implement CSA, the principal constraints to implementation, sources of agricultural information, institutional support and farmers' preferred strategies for strengthening implementation among 190 smallholder farmers in Akinyele Local Government Area of Oyo State, southwestern Nigeria. Data were collected using a structured questionnaire and analysed mainly with frequencies and percentages, while ordered response-scale variables were summarised with appropriate scale-based measures. Cost of implementation was the most frequently identified factor influencing willingness (32.7%), followed by knowledge and information (28.4%) and resources (22.6%). Cost was also the dominant implementation constraint (54.7%), followed by uncertainty about the effectiveness of CSA practices (25.8%) and difficulty learning new techniques (19.5%). Most respondents (94.7%) reported receiving some form of agricultural or institutional support, although financial assistance accounted for only 13.7% of the reported support. Government extension officers were the principal source of agricultural information (55.3%), while government incentives or subsidies were the most preferred strategy for strengthening implementation (50.5%). Demonstration farms and farmer field schools were the most preferred learning approaches (32.6% each). The findings indicate that the central challenge is not simply awareness or willingness but farmers' capacity to convert willingness into practical action. Therefore, strengthening CSA implementation requires coordinated financial, technical, informational, and institutional support rather than awareness creation alone.","气候智慧型农业(CSA)作为提高农业生产力和增强农业系统对气候变率与气候变化适应力的方法，日益受到关注。然而，农民接受气候智慧型农业的意愿并不必然转化为实际实施。本研究考察了尼日利亚西南部奥约州阿基涅莱地方政府区190户小农户实施气候智慧型农业意愿的影响因素、实施的主要制约因素、农业信息来源、制度支持以及农民偏好用于加强实施的策略。数据通过结构化问卷收集，主要以频数和百分比进行分析，有序响应量表变量则采用适当的量表测量指标进行汇总。实施成本是影响意愿最常被提及的因素(32.7%)，其次是知识和信息(28.4%)以及资源(22.6%)。成本也是主要的实施制约因素(54.7%)，其次是对气候智慧型农业实践有效性的不确定性(25.8%)和学习新技术的困难(19.5%)。大多数受访者(94.7%)报告获得了某种形式的农业或制度支持，尽管财政援助仅占所报告支持的13.7%。政府推广人员是农业信息的主要来源(55.3%)，而政府激励或补贴是加强实施最受偏好的策略(50.5%)。示范农场和农民田间学校是最受偏好的学习方式(各占32.6%)。研究结果表明，核心挑战不仅仅是意识或意愿问题，而是农民将意愿转化为实际行动的能力。因此，加强气候智慧型农业的实施需要协调的财政、技术、信息和制度支持，而非仅仅开展意识宣传。","2026-09-18T00:00:00Z",62,{"impact":72,"substance":116,"depth":156,"authority":17,"freshness":13,"relevant":21,"comment":157},14,"基于190户小农户问卷的实证研究，揭示气候智慧型农业落地瓶颈在于成本与能力而非意愿，对农业推广信息化有参考价值，但属区域性案例、影响层级有限。",[159,160],{"name":67,"url":150},{"name":67,"url":161},"https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.22832902",[27,163,82,29,164],"气候智慧型农业","农业信息获取",[166,167],"尼日利亚 小农户 气候智慧型农业","Oyo State 农业推广 信息","尼日利亚小农户气候智慧型农业-2931","10.5281\u002Fzenodo.22832901",{"doi":169,"openalex_id":171,"authors":172,"venue":67,"cited_by_count":35,"oa_url":150,"card":187,"direction":145,"ingested_from":56},"W7213579850",[173,175,177,179,181,183,185],{"name":174,"orcid":9},"Folasade J. Odekunle",{"name":176,"orcid":9},"Jechoniah AGABI",{"name":178,"orcid":9},"Adedotun A. Adetunji",{"name":180,"orcid":9},"Omotunde M. KILASHO",{"name":182,"orcid":9},"Idris O. JINADU",{"name":184,"orcid":9},"Gabriel O. Adebayo",{"name":186,"orcid":9},"Adedayo S. Adediran",{"tldr":188,"method":189,"finding":190,"direction":54,"opportunity":191},"研究尼日利亚小农户实施气候智慧农业的意愿、制约因素与支持需求。","对190户小农户问卷调查，用频数和百分比等描述性统计分析。","成本是首要制约，核心挑战在于农户将意愿转化为行动的能力不足。","可探索数字信息服务和金融支持如何协同提升小农户CSA实施能力。","2026-09-19T23:30:11.397222Z",{"id":194,"title":195,"url":196,"summary":197,"summary_zh":198,"content":9,"source_name":67,"source_url":196,"published_at":153,"category":12,"cover_url":9,"hotness":69,"is_selected":14,"score":70,"score_detail":199,"sources":201,"tags":205,"search_phrases":207,"slug":210,"view_count":35,"doi":211,"paper":212,"created_at":227},2930,"SMALLHOLDER FARMERS' PERCEPTIONS AND USE OF CLIMATE-SMART AGRICULTURAL PRACTICES IN SOUTHWESTERN NIGERIA","https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.22832942","Climate-smart agriculture (CSA) is increasingly promoted as a means of strengthening the resilience of smallholder farming systems to climate variability. Yet awareness of CSA does not necessarily translate into actual implementation, particularly where farmers face financial, technical and institutional constraints. This study examined the roles of climate experience, agricultural information and socioeconomic characteristics in CSA adoption among smallholder farmers in southwestern Nigeria. Primary data were obtained through a structured cross-sectional survey of 190 farmers in Akinyele Local Government Area of Oyo State. Descriptive statistics were used to characterise respondents and examine CSA awareness, agricultural information, experience of weather variability, willingness to adopt, reported adoption and perceived constraints. Because the adoption outcome was highly imbalanced, Firth-penalised logistic regression was used to identify factors independently associated with actual CSA adoption. The results show that 98.4% of respondents were aware of CSA and 96.3% reported experiencing changes in weather conditions. Although 96.3% expressed willingness to adopt CSA, 88.4% reported actual use, indicating an intention–implementation gap. Water-conservation technologies received the highest proportion of “very important” responses (83.7%), followed by organic manure (80.5%), drought-resistant crops (80.0%) and crop rotation (79.5%). Government extension officers were the principal reported source of agricultural information (55.3%). Implementation cost was the leading constraint (54.7%), followed by uncertainty about effectiveness (25.8%) and difficulty learning new techniques (19.5%). In the Firth model, experience of changing weather conditions was the only statistically significant predictor of adoption (OR = 10.401, 95% CI: 3.118–34.694, p \u003C 0.001). Gender, education, farm size and extension information were not statistically significant. The findings indicate that CSA adoption in the study area is not adequately explained by awareness alone. Farmers’ direct experience of climatic variability appears to be an important stimulus for adaptation, while financial and technical constraints can restrict implementation. Climate adaptation policies should therefore move beyond general awareness creation towards practical extension, affordable inputs, locally relevant climate information and resource-supported implementation.","气候智慧型农业（climate-smart agriculture, CSA）日益被视为增强小农户耕作系统对气候变异性适应能力的手段。然而，对气候智慧型农业的认知并不必然转化为实际实施，尤其是在农户面临资金、技术和制度约束的情况下。本研究考察了气候经验、农业信息和社会经济特征在尼日利亚西南部小农户采用气候智慧型农业中的作用。原始数据通过结构化横断面调查获得，调查对象为奥约州阿基涅莱地方政府辖区的190名农户。采用描述性统计对受访者特征进行刻画，并考察气候智慧型农业认知、农业信息、天气变异性经历、采用意愿、报告采用情况及感知约束。由于采用结果高度不平衡，研究采用Firth惩罚逻辑回归识别与实际采用气候智慧型农业独立相关的因素。结果表明，98.4%的受访者知晓气候智慧型农业，96.3%报告经历了天气状况变化。尽管96.3%表示愿意采用气候智慧型农业，但88.4%报告实际使用，表明存在意愿—实施差距。节水技术获得“非常重要”评价的比例最高（83.7%），其次为有机肥（80.5%）、抗旱作物（80.0%）和轮作（79.5%）。政府推广人员是报告的主要农业信息来源（55.3%）。实施成本是首要约束（54.7%），其次是对有效性的不确定（25.8%）和学习新技术的困难（19.5%）。在Firth模型中，经历天气状况变化是采用行为的唯一具有统计学意义的预测因素（OR = 10.401，95% CI：3.118–34.694，p \u003C 0.001）。性别、教育程度、农场规模和推广信息在统计上不显著。研究结果表明，仅凭认知不足以充分解释研究区域的气候智慧型农业采用情况。农户对气候变异性的直接经历似乎是适应行为的重要刺激因素，而资金和技术约束可能限制实施。因此，气候适应政策应从一般性认知宣传转向实践推广、可负担投入、地方相关气候信息和资源支持下的实施。",{"impact":72,"substance":73,"depth":74,"authority":17,"freshness":75,"relevant":21,"comment":200},"基于190户调查的实证研究，揭示气候智慧农业意愿与实施落差，对农业信息化推广有参考价值，但属区域性研究、影响层级有限。",[202,203],{"name":67,"url":196},{"name":67,"url":204},"https:\u002F\u002Fdoi.org\u002F10.5281\u002Fzenodo.22832941",[27,123,82,29,206],"农业信息",[208,209],"尼日利亚 小农户 气候智慧农业","Oyo State 农业推广","尼日利亚小农户气候智慧农业-2930","10.5281\u002Fzenodo.22832942",{"doi":211,"openalex_id":213,"authors":214,"venue":67,"cited_by_count":35,"oa_url":196,"card":222,"direction":145,"ingested_from":56},"W7213578578",[215,216,217,218,219,220],{"name":174,"orcid":9},{"name":178,"orcid":9},{"name":182,"orcid":9},{"name":186,"orcid":9},{"name":184,"orcid":9},{"name":221,"orcid":9},"Akeem Adewole",{"tldr":223,"method":224,"finding":225,"direction":54,"opportunity":226},"研究尼日利亚小农户对气候智慧农业的认知、采用意愿与实际使用及其影响因素。","对奥约州190户农户问卷调查，采用Firth惩罚逻辑回归分析采用因素。","认知与意愿高但实际采用存在落差，天气变化经历是唯一显著预测因素。","可探索农业信息传播与气候经历如何协同促进小农户从意愿到实际采用。","2026-09-19T23:30:11.305594Z",{"id":229,"title":230,"url":231,"summary":232,"summary_zh":233,"content":9,"source_name":234,"source_url":231,"published_at":235,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":15,"score_detail":236,"sources":238,"tags":240,"search_phrases":243,"slug":246,"view_count":35,"doi":247,"paper":248,"created_at":267},2637,"Determinants of CSA Adoption in Coastal Bangladesh: An Application of Structural Path Analysis","https:\u002F\u002Fdoi.org\u002F10.59978\u002Far04030018","Climate-smart agriculture (CSA) is widely promoted to reconcile productivity, resilience, and emissions goals among smallholder farmers, yet adoption of capital-intensive CSA technologies remains low and uneven in climate-vulnerable coastal agriculture. This study examines socio-demographic, institutional, and behavioral determinants of CSA adoption among farming households in selected coastal districts of Bangladesh. This cross-sectional study interviewed 386 farmers from 3 selected coastal districts of Bangladesh following a multi-stage random sampling. Results were interpreted using descriptive statistics, Spearman’s correlation, adoption-difficulty (quadrant) analysis, and structural path analysis. Adoption levels varied widely across 30 CSA practices. Low-cost, knowledge-based practices such as raised bed homestead gardening, airtight seed storage, and heat and salinity-tolerant crops were widely adopted, whereas capital-intensive technologies such as poly-net houses, solar irrigation, and the sorjan method remained rare. Extension communication showed the strongest association with extension strategies for promoting CSA (β = 0.551), whereas strategies for promoting CSA, knowledge of CSA, and climate change perception were important predictors of CSA adoption. Importantly, the ICT usage had a negative relationship with climate change perception, indicating a digital paradox whereby the higher connectivity does not lead to a better understanding of the issues related to climate change. The research shows that there is a necessity for combined extension approaches based on face-to-face extension efforts, participatory learning platforms, and credible digital technologies combined with strong farmer organizations for increasing CSA adoption in coastal Bangladesh.","气候智慧型农业(CSA)被广泛推广，以期在小农户中协调生产力、韧性与排放目标，但在气候脆弱的沿海农业中，资本密集型CSA技术的采用率仍然较低且不均衡。本研究考察了孟加拉国部分沿海地区农户采用CSA的社会人口、制度与行为决定因素。本横断面研究采用多阶段随机抽样方法，访谈了孟加拉国3个选定沿海地区的386名农民。研究结果通过描述性统计、斯皮尔曼相关分析、采用难度(象限)分析和结构路径分析进行解读。30项CSA实践的采用水平差异很大。低成本、知识型实践，如高垄庭院种植、密封种子储藏以及耐热耐盐作物，被广泛采用；而资本密集型技术，如Poly-net温室、太阳能灌溉和sorjan法，则仍然很少见。推广沟通与促进CSA的推广策略关联最强(β = 0.551)，而促进CSA的策略、CSA知识和气候变化认知是CSA采用的重要预测因素。重要的是，信息通信技术(ICT)使用与气候变化认知呈负相关，表明存在一种数字悖论，即更高的连通性并未带来对气候变化相关问题更好的理解。研究表明，有必要采取综合推广方式，以面对面推广工作、参与式学习平台和可信数字技术为基础，并结合强大的农民组织，以提高孟加拉国沿海地区对CSA的采用。","Agricultural & Rural Studies","2026-09-16T00:00:00Z",{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":13,"relevant":21,"comment":237},"基于386户问卷的结构路径分析，揭示ICT使用与气候变化认知的“数字悖论”，对气候智慧型农业推广与数字乡村建设有实证参考价值。",[239],{"name":234,"url":231},[26,27,241,242,163],"农技推广","数字鸿沟",[244,245],"气候智慧型农业 农业信息化 农技推广 数字鸿沟","气候智慧型农业 农业信息化","气候智慧型农业农业信息化农技推广数字鸿沟-2637","10.59978\u002Far04030018",{"doi":247,"openalex_id":249,"authors":250,"venue":234,"cited_by_count":35,"oa_url":231,"card":262,"direction":145,"ingested_from":56},"W7213241723",[251,254,257,259],{"name":252,"orcid":253},"Md. Sumon Howlader","https:\u002F\u002Forcid.org\u002F0009-0009-8951-3307",{"name":255,"orcid":256},"Md. Mamun-ur-Rashid","https:\u002F\u002Forcid.org\u002F0000-0001-7632-1829",{"name":258,"orcid":9},"Md. Kamrul Hasan",{"name":260,"orcid":261},"Md. Ektear Uddin","https:\u002F\u002Forcid.org\u002F0000-0002-8003-8134",{"tldr":263,"method":264,"finding":265,"direction":54,"opportunity":266},"研究孟加拉沿海农户气候智慧型农业(CSA)采纳的社会、制度与行为决定因素。","386户多阶段随机抽样，用描述统计、Spearman相关、象限分析和结构路径分析","推广沟通影响最强；ICT使用与气候变化认知负相关，存在数字悖论。","可探究ICT使用为何未提升气候认知，检验数字鸿沟、信息质量与信任的中介机制。","2026-09-16T23:30:09.724808Z",{"id":269,"title":270,"url":271,"summary":272,"summary_zh":273,"content":9,"source_name":10,"source_url":271,"published_at":274,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":154,"score_detail":275,"sources":277,"tags":279,"search_phrases":282,"slug":285,"view_count":35,"doi":286,"paper":287,"created_at":301},2032,"Enhancing access and mitigating challenges of agricultural extension services among small-scale farmers in Asa local government area, Kwara state, Nigeria","https:\u002F\u002Fdoi.org\u002F10.3389\u002Ffsufs.2026.1829015","Agricultural extension services are essential for helping small-scale farmers in Nigeria increase productivity and promote sustainable farming; yet structural and institutional barriers limit their utilization. This study examined how small-scale farmers in Asa Local Government Area (LGA), Kwara State access agricultural extension services and the specific challenges they face. A mixed-methods design was employed, combining structured questionnaires administered to 120 randomly selected farmers with qualitative semi-structured interviews analyzed through thematic analysis. Descriptive statistics addressed the study objectives while a regression model tested the hypothesis on socioeconomic determinants of access. Utilization of extension services remains low despite their availability. Farmers rely predominantly on radio, television, and cooperatives for agricultural information. Advisory services and market information were most accessed, while training programs and workshops were least utilized. All reported outcomes, including improved market access and higher productivity, are farmer self-reports and represent perceived rather than objectively measured benefits. Inadequate funding, poor infrastructure, and limited training are the dominant barriers. Educational level and farm size significantly and positively predict access to extension services. Strengthening financial support, improving rural infrastructure, tailoring training programs, and reinforcing cooperative networks are critical for advancing sustainable agricultural development in rural Nigeria.","农业推广服务对于帮助尼日利亚小规模农户提高生产力、促进可持续农业至关重要，然而结构和制度性障碍限制了其利用。本研究考察了夸拉州阿萨地方政府区（LGA）小规模农户如何获取农业推广服务及其面临的具体挑战。研究采用混合方法设计，结合对120名随机抽取农户的结构化问卷调查，以及通过主题分析处理的定性半结构化访谈。描述性统计用于回应研究目标，回归模型用于检验关于获取服务的社会经济决定因素的假设。尽管推广服务存在，其利用率仍然较低。农户主要依赖广播、电视和合作社获取农业信息。咨询服务 and 市场信息获取最多，而培训项目和研讨会利用最少。所有报告的结果，包括市场准入改善和生产力提高，均为农户自我报告，代表感知而非客观测量的收益。资金不足、基础设施薄弱和培训有限是主要障碍。教育水平和农场规模显著且正向预测推广服务的获取。加强财政支持、改善农村基础设施、量身定制培训项目以及强化合作社网络，对于推进尼日利亚农村可持续农业发展至关重要。","2026-09-09T00:00:00Z",{"impact":72,"substance":116,"depth":156,"authority":20,"freshness":75,"relevant":21,"comment":276},"基于尼日利亚小农户调研的实证研究，揭示推广服务利用率低及教育水平、农场规模等影响因素，对发展中国家农业信息化推广有参考价值，但属区域性个案，公共影响有限。",[278],{"name":10,"url":271},[280,27,82,29,281],"合作社","农村信息化",[283,284],"农村信息化 农业推广 尼日利亚 合作社","农村信息化 农业推广","农村信息化农业推广尼日利亚合作社-2032","10.3389\u002Ffsufs.2026.1829015",{"doi":286,"openalex_id":288,"authors":289,"venue":10,"cited_by_count":35,"oa_url":271,"card":296,"direction":54,"ingested_from":56},"W7212064262",[290,292,294],{"name":291,"orcid":9},"Dolapo Tawakalitu",{"name":293,"orcid":9},"Egbewole Halimah",{"name":295,"orcid":9},"Adesokan Jamiu",{"tldr":297,"method":298,"finding":299,"direction":54,"opportunity":300},"研究尼日利亚小农户获取农业推广服务的现状、障碍及社会经济影响因素。","混合方法：120份问卷+半结构化访谈，描述统计与回归分析。","推广服务利用率低，主要靠广播和合作社；教育程度和农场规模显著正向预测获取。","可探索数字渠道（如手机、广播）替代传统推广，并针对低教育小农户设计适配服务。","2026-09-10T23:30:07.595776Z"]