Supply Chain Low-Carbon Awareness and Carbon Reduction: Micro-Evidence from China
サプライチェーンの低炭素意識と炭素削減：中国からのミクロ的証拠 (AI 翻訳)
Gang Yao, Pingfan Song, Zhi Liu, Taiyun Zhou, Zihan Zhang
🤖 gxceed AI 要約
日本語
本研究はテキスト分析を用いてサプライチェーン低炭素意識指数を構築し、企業の炭素排出と低炭素行動への影響を検証した。結果、低炭素意識は炭素削減パフォーマンスを有意に改善し、特にサプライチェーン集中度が高く非国有でエネルギー強度が低い企業で効果が大きい。また、下流意識は環境配慮製品や循環経済を促進し、上流意識は省エネやグリーンオフィスを進める。本研究は中国のサプライチェーン低炭素シナジーのミクロ的証拠を提供する。
English
This study constructs a supply chain low-carbon awareness (LCA) index via text analysis and examines its impact on corporate carbon emissions and low-carbon behaviors. It finds that LCA significantly improves carbon reduction performance, especially in firms with high supply chain concentration, non-state ownership, and low energy intensity. Downstream LCA promotes environmentally beneficial products and circular economy, while upstream LCA advances energy conservation. The paper provides micro-evidence from China on supply chain low-carbon synergy.
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
中国のサプライチェーン低炭素意識に関する実証研究。日本企業が中国とのサプライチェーン連携やScope 3削減を進める上で、意識醸成の有効性を示す示唆となる。ただし、日本の制度や企業行動との違いに留意が必要。
In the global GX context
This paper adds micro-level evidence from China on how supply chain low-carbon awareness drives emission reductions. For global GX scholarship, it demonstrates a novel text-based measurement of awareness and its differential effects across tiers, relevant for companies and policymakers designing supply chain decarbonization programs.
👥 読者別の含意
🔬研究者:Provides a text-based methodology to measure supply chain low-carbon awareness and empirical evidence on its heterogeneous effects.
🏢実務担当者:Highlights the importance of fostering low-carbon awareness across supply chain tiers, especially downstream for product and circular economy improvements.
🏛政策担当者:Offers evidence that promoting supply chain low-carbon awareness can effectively reduce emissions, supporting policies for supply chain collaboration.
📄 Abstract（原文）
Achieving China’s green transition and its carbon peak and carbon neutrality goals requires joint efforts in low-carbon transformation across supply chain enterprises. This study constructs a supply chain low-carbon awareness (LCA) index using text analysis and examines, from a micro-perspective, the relationship between supply chain low-carbon awareness, corporate carbon emissions, and low-carbon behaviors. The results show that: (1) LCA significantly improves carbon reduction performance, especially in firms with higher supply chain concentrations, non-state ownership, and lower energy intensity. (2) LCA drives the adoption of three distinct mitigation strategies: source control, end-of-pipe treatment, and efficiency improvements. Specifically, downstream LCA is more effective in promoting environmentally beneficial products, circular economy practices, and waste reduction, while upstream LCA is more effective at advancing energy conservation and green office initiatives. (3) By encouraging proactive emission reduction strategies, LCA effectively lowers carbon intensity and enhances firm value. The findings provide micro-level evidence for understanding supply chain low-carbon synergy in China. The study contributes to the theory of supply chain low-carbon synergy and offers insights for promoting corporate low-carbon transition practices.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.3390/su18104890first seen 2026-05-17 05:23:50
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