Table 1_Farmers’ preferences for policy packages promoting low-carbon fertilization technologies: evidence from a choice experiment in Shandong, China.docx
Yanmei Yuan, Le Sun (221947), Zongyun She (22900902), Shengwei Chen (1764178), Hao Niu (2295361)
🤖 gxceed AI 要約
日本語
中国山東省の732人の農民を対象とした選択実験により、低炭素施肥技術(LCFTs)の導入促進政策に対する選好と、デジタルリテラシーの役割を分析。補助金、保険、技術支援、広報が有意に選好され、補助金と保険・技術支援は補完関係、保険と広報は代替関係にある。デジタルリテラシーは政策選好を強化する。
English
This study uses a choice experiment with 732 farmers in Shandong, China to analyze preferences for policy packages promoting low-carbon fertilization technologies (LCFTs). Results show significant preferences for subsidies, insurance, technical support, and multi-channel publicity, with complementarity between subsidy and insurance/technical support, and substitutability between insurance and publicity. Digital literacy enhances policy preferences. Farmers are willing to trade higher subsidies for insurance and technical support.
Unofficial AI-generated summary based on the public title and abstract. Not an official translation.
📝 gxceed 編集解説 — Why this matters
日本のGX文脈において
日本の農業分野における脱炭素化政策（みどりの食料システム戦略など）の設計に示唆を与える。特に、補助金・保険・技術支援の組み合わせや、農家のデジタルリテラシー向上が導入促進に有効であることを示す点で参考になる。
In the global GX context
This paper offers empirical evidence on policy mix design for low-carbon agriculture, relevant to global climate-smart agriculture initiatives. The findings on policy complementarity and the role of digital literacy can inform integrated policy frameworks in both developed and developing countries.
👥 読者別の含意
🔬研究者:Choice experiment methodology applied to agricultural technology adoption, with insights on policy interaction effects.
🏛政策担当者:Design of subsidy, insurance, and technical support packages for promoting low-carbon farming practices.
📄 Abstract（原文）
Agricultural production is a significant source of carbon emissions. Promoting the adoption of low-carbon agricultural technologies is essential for reducing agricultural greenhouse gas emissions, achieving climate goals, and advancing sustainable development. Therefore, this study investigates how multi-policy incentives and digital literacy jointly influence farmers’ preferences for policy incentives promoting low-carbon fertilization technologies (LCFTs). Based on a choice experiment involving 732 farmers in Shandong Province, we examine farmers’ policy preferences and the role of digital literacy in shaping preferences for policy incentives promoting LCFTs. The results indicate that government subsidy, insurance coverage, technical support, and multi-channel publicity were significantly preferred by farmers, although their preferences exhibited noticeable heterogeneity. In addition, subsidy combined with insurance coverage or technical support exhibited strong complementary relationships in farmers’ policy preferences, whereas insurance coverage and publicity campaign showed substitution tendencies. Moreover, digital literacy further enhanced farmers’ preferences for policy incentives supporting LCFTs. Lastly, farmers were willing to forgo relatively higher subsidy amounts for insurance coverage, followed by technical support, while publicity campaign showed the lowest subsidy trade-off preference. These findings offer practical insights for designing integrated policy frameworks that align external incentives with farmers’ internal capabilities, thereby supporting the promotion of low-carbon agricultural transitions and climate-smart agriculture under similar smallholder farming contexts.
🔗 Provenance — このレコードを発見したソース
- openalex https://figshare.com/articles/dataset/Table_1_Farmers_preferences_for_policy_packages_promoting_low-carbon_fertilization_technologies_evidence_from_a_choice_experiment_in_Shandong_China_docx/32624484first seen 2026-06-14 04:48:07 · last seen 2026-06-16 04:51:39
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