[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-2637":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":55},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。",null,"Agricultural & Rural Studies","2026-09-16T00:00:00Z","论文",10,false,73,{"impact":17,"substance":18,"depth":19,"authority":20,"freshness":13,"relevant":21,"comment":22},12,21,17,13,1,"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。",[24],{"name":10,"url":6},[26,27,28,29,30],"农业信息化","小农户","农技推广","数字鸿沟","气候智慧型农业",0,"10.59978\u002Far04030018",{"doi":32,"openalex_id":34,"authors":35,"venue":10,"cited_by_count":31,"oa_url":6,"card":47,"direction":53,"ingested_from":54},"W7213241723",[36,39,42,44],{"name":37,"orcid":38},"Md. Sumon Howlader","https:\u002F\u002Forcid.org\u002F0009-0009-8951-3307",{"name":40,"orcid":41},"Md. Mamun-ur-Rashid","https:\u002F\u002Forcid.org\u002F0000-0001-7632-1829",{"name":43,"orcid":9},"Md. Kamrul Hasan",{"name":45,"orcid":46},"Md. Ektear Uddin","https:\u002F\u002Forcid.org\u002F0000-0002-8003-8134",{"tldr":48,"method":49,"finding":50,"direction":51,"opportunity":52},"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。","数字乡村与农业信息化","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。","智慧农业 \u002F 农业物联网","openalex","2026-09-16T23:30:09.724808Z"]