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The Impact of Data Capital on Low-Carbon Technology Adoption Among Farmers: A Survey of Wheat Growers in Heze City, Shandong Province

データ資本が農家の低炭素技術採用に与える影響：山東省菏沢市の小麦農家調査 (AI 翻訳)

Xiumei Xu, Hongjuan Liu, Jian Xu

Sustainability📚 査読済 / ジャーナル2026-04-19#エネルギー転換Origin: CN対象セクター: agriculture
DOI: 10.3390/su18084050
原典: https://doi.org/10.3390/su18084050
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🤖 gxceed AI 要約

日本語

本稿は山東省菏沢市の小麦農家602戸の調査データを用い、順序プロビットモデルでデータ資本が低炭素技術採用に与える影響を分析。データ資本は採用を有意に促進し、生態認知が媒介、経済的インセンティブと人的資本が調整効果を持つ。大規模農家で効果が顕著。

English

Using survey data from 602 wheat farmers in Heze, Shandong, this study applies an ordered probit model to examine how data capital influences low-carbon technology adoption. Data capital significantly promotes adoption, with ecological cognition as a mediator and economic incentives and human capital as moderators. Effects are stronger for large-scale farmers.

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GX推進（みどりの食料システム戦略等）に示唆を与える。データ資本の活用が低炭素技術普及に寄与する可能性を示し、農業のデジタル化と脱炭素の連携を考える上で参考になる。

In the global GX context

Contributes to global discourse on agricultural sustainability and digitalization, offering empirical evidence from China on how data capital can drive low-carbon technology adoption. Relevant for policies promoting climate-smart agriculture and digital infrastructure in rural areas.

👥 読者別の含意

🔬研究者:Provides empirical evidence on the role of data capital in agricultural low-carbon transitions, useful for further research on technology adoption drivers.

🏢実務担当者:Highlights the importance of digital infrastructure and data services for promoting low-carbon practices among farmers.

🏛政策担当者:Suggests policy levers such as rural digital infrastructure and data platforms to enhance low-carbon technology uptake in agriculture.

📄 Abstract（原文）

Promoting farmers’ adoption of low-carbon technologies constitutes a vital pathway for achieving agricultural sustainability and a key measure for implementing the national dual-carbon strategy. Drawing upon field survey data from 602 wheat farmers in Heze City, Shandong Province, this study employs an ordered probit model to empirically examine the influence mechanism of data capital on farmers’ low-carbon technology adoption behaviour. The results show that (1) data capital significantly promotes farmers’ adoption of low-carbon technologies; (2) ecological cognition plays a significant mediating role, while economic incentives and human capital serve as positive moderators; (3) heterogeneity analysis indicates that the promoting effect of data capital is more pronounced among large-scale farmers. Based on these findings, recommendations are proposed to consolidate rural digital infrastructure, establish agricultural data service platforms, and enhance farmers’ ecological cognition, thereby fully unleashing the potential of data capital in driving agricultural sustainability.

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