市場型環境規制は企業のデジタル変革を促進するか？炭素排出権取引制度からの証拠
Does market-based environmental regulation enhance enterprises’ digital transformation? Evidence from carbon emission trading system (原題)
Yuanzhao Li, Yingxu Shen, Mengyang Hou, Huiru Li, Xuehua Cui, Weinan Lu, Zenglei Xi
🤖 gxceed AI 要約
日本語
中国の上場企業2007-2022年のパネルデータを用い、炭素排出権取引制度（CETS）が企業のデジタル変革（EDT）に与える影響を多期間DIDで検証。CETSはEDTを有意に促進し、非国有・小規模・東部・低炭素・ハイテク企業で効果が大きい。研究開発投資と資源配分効率が経路であり、政府参加が正の調整効果を持つ。
English
Using panel data of Chinese listed firms from 2007-2022, this study employs a multi-period DID model to examine the impact of the carbon emissions trading system (CETS) on enterprise digital transformation (EDT). Results show CETS significantly promotes EDT, with stronger effects in non-SOEs, small firms, eastern regions, and low-carbon/high-tech industries. R&D investment and resource allocation efficiency are channels, and government participation positively moderates the effect.
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CETSが企業のDXを促す実証結果は、日本のカーボンプライシング導入やGXリーグ等の政策設計に示唆を与える。日本企業のDX投資と排出削減の相乗効果を検討する際の参考となる。
In the global GX context
This empirical evidence from China's CETS offers insights for global carbon pricing mechanisms, showing that market-based regulation can drive digital transformation. It contributes to the literature on policy-induced innovation and provides lessons for jurisdictions implementing carbon markets, such as the EU and US.
👥 読者別の含意
🔬研究者:Provides causal evidence on how carbon pricing affects firm-level digital transformation, useful for policy evaluation research.
🏢実務担当者:Highlights potential benefits of carbon markets for digitalization, informing corporate strategy under carbon pricing.
🏛政策担当者:Suggests that carbon pricing can spur digital transformation, supporting policy design for dual-carbon goals.
📄 Abstract（原文）
Digital transformation is a key path for enterprises to enhance their competitiveness. As a market-based environmental regulation instrument aimed at reducing carbon emissions and achieving the dual-carbon goals, the carbon emissions trading system (CETS) plays an important role in enterprises’ digital transformation (EDT). To fill the research gap on the role of CETS in EDT, this study utilizes panel data of Chinese listed firms from 2007 to 2022, treating CETS as a “quasi-natural experiment”, and employs a multi-period difference-in-difference (DID) model to explore the impact of CETS on EDT. The results indicate that, firstly, CETS significantly enhances EDT, and this finding remains robust across a series of tests, including the Goodman-Bacon decomposition and PSM-DID. Secondly, the promotional effect of CETS on EDT is associated with firm characteristics, region and industry. Its promotional role is more prominent in non-SOEs enterprises, small-scale enterprises, enterprises located in east areas, and enterprises operating in low-carbon and high-tech industry. Thirdly, CETS can facilitate EDT through R&D investment and resource allocation efficiency, and government participation positively moderates the positive impact of CETS on EDT. This study provides policy implications for promoting sustainable development and facilitating EDT.
🔗 Provenance — このレコードを発見したソース
- openalex https://doi.org/10.1057/s41599-026-08742-3first seen 2026-09-02 04:50:12
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