The energy effect of blockchain technology innovation in the Industry 5.0 Era: From the perspective of carbon emissions
Industry 5.0時代におけるブロックチェーン技術革新のエネルギー効果：炭素排出の視点から (AI 翻訳)
Yunjing Wang, Jinfang Tian, Siyang Sun, Yufei Liu, Xiaoqi Ren
🤖 gxceed AI 要約
日本語
本論文は中国上場企業のブロックチェーン特許データをLLMとテキスト分析で収集し、企業の技術革新が化石エネルギー消費強度を低下させることを実証。内部統制コスト削減や外部監視強化、資源配分効率化、サプライチェーン管理改善を通じたエネルギートランジションが示された。さらに炭素排出削減と業務効率向上にも寄与する。
English
Using LLM and text analysis of Chinese listed firms' blockchain patents (2010–2022), this study shows that blockchain innovation reduces fossil energy intensity. Mechanisms include lower internal control costs, stronger external oversight, better resource allocation, and improved supply chain management. The innovation also boosts operational efficiency and cuts carbon emissions.
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
日本でもGXとDXの融合が注目される中、中国上場企業の特許データを用いた本実証は、ブロックチェーン技術がエネルギー効率と炭素削減に寄与するメカニズムを示し、日本企業のデジタルGX戦略に示唆を与える。SSBJ対応やサプライチェーン排出削減に取り組む日本企業にとって、技術革新の投資効果を測る参考になる。
In the global GX context
The paper contributes to the growing literature on digital technologies and climate change, providing causal evidence that blockchain innovation can support energy transition and decarbonization. For global audiences, it demonstrates how LLM-based patent analysis can be used to construct firm-level innovation measures, linking technology strategy to carbon outcomes.
👥 読者別の含意
🔬研究者:Provides empirical evidence on blockchain innovation and carbon emissions, with novel LLM-based patent data construction.
🏢実務担当者:Shows how blockchain investments can lower energy costs and improve supply chain emissions management.
🏛政策担当者:Offers policy support for promoting blockchain and digital infrastructure as part of industrial decarbonization.
📄 Abstract（原文）
In the era of Industry 5.0, innovation in blockchain technology is expected to have a significant impact on energy efficiency and carbon emissions, especially in hybrid energy systems. This paper has obtained the innovation data on the blockchain patent of listed companies in China from 2010 to 2022 by machine learning and text analysis methodology of the large language model. On this basis, the relationship between the enterprises’ blockchain technology innovation and the intensity of fossil energy consumption has been discussed. The study found that (1) the enterprises’ blockchain technology innovation is able to reduce the intensity of fossil energy consumption, and this conclusion remains valid via controlling for endogeneity and upon the completion of the robustness test. (2) In terms of the mechanism, the enterprises’ blockchain technology innovation can achieve energy transition by reducing the cost of internal control, strengthening external supervision, improving the efficiency of resource allocation, and strengthening the channels of supply chain management. (3) Further research has found that the energy effects as a result of blockchain technology innovation help to improve operational efficiency and lower the level of carbon emission. Our research provides scientific support for breaking the “technological energy paradox” in the field of energy economy while providing empirical evidence of “blockchain carbon reduction” for technologies such as blockchain BaaS alliance, cross-operator network spectrum, and shared base stations that will be applied on a large scale in the Industry 5.0 Era.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.2516/stet/2024094first seen 2026-08-02 17:46:52
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