Driving Sustainable Green Innovation Through Intelligent Manufacturing Policies: A System Transformation Perspective
持続可能なグリーンイノベーションを促進するスマート製造政策：システム変革の視点から (AI 翻訳)
Shu Fang, Heliang Zhu, Huilu Jiang, Zouxian Yan
🤖 gxceed AI 要約
日本語
本論文は、中国のスマート製造パイロット政策が企業の持続可能なグリーンイノベーションに与える影響を、2010～2023年の上場企業データを用いた差分の差法により実証。政策はデジタル変革、資金制約緩和、ESGパフォーマンス向上の3経路で効果を発揮。地域や所有制による不均一性も確認。
English
This study empirically examines the impact of China's intelligent manufacturing pilot policy on firms' sustainable green innovation using a DID approach on panel data from 2010-2023. The policy positively affects green innovation through digital transformation, alleviating financing constraints, and enhancing ESG performance. Effects are stronger in eastern regions, non-SOEs, non-heavy-polluting, and tech-intensive industries.
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
中国のスマート製造政策がグリーンイノベーションを促進する仕組みを実証。日本においても、GX実現に向けた製造業のデジタル化とESG統合の政策設計に示唆を与える。
In the global GX context
This paper provides evidence from China on how industrial policy bundles (intelligent manufacturing) drive green innovation via digital and ESG channels. It offers insights for global policymakers seeking to align industrial modernisation with long-term sustainability goals.
👥 読者別の含意
🔬研究者:DID approach to evaluate policy impact on green innovation, with mechanism analysis through digital transformation and ESG performance.
🏢実務担当者:Understand how smart manufacturing policies can be leveraged to improve green innovation outcomes, with attention to ESG performance and financing access.
🏛政策担当者:Design integrated policies that combine digital, financial, and ESG incentives to foster sustainable manufacturing transitions.
📄 Abstract（原文）
The transition toward sustainable manufacturing requires an understanding of how industrial policies shape firms’ long-term green innovation capabilities. This study investigates the impact of China’s intelligent manufacturing pilot policy on enterprises’ sustainable green innovation, conceptualizing the policy as an exogenous driver of systemic transformation at the firm level. Using multi-period difference-in-differences (DID) regression on an unbalanced panel dataset of Chinese listed companies from 2010 to 2023, we find that the intelligent manufacturing pilot policy exerts a significantly positive effect on enterprises’ sustainable green innovation. Mechanism analyses reveal that the policy promotes sustainable green innovation through three pathways: facilitating digital transformation, alleviating financing constraints, and enhancing ESG performance. Heterogeneity analysis further indicates that the policy effects are more pronounced in eastern regions, among non-state-owned enterprises, in non-heavily polluting industries, and in technology-intensive industries. These findings provide insights into how systemic policy interventions can drive sustainable innovation at the firm level, with implications for policymakers and enterprises seeking to align industrial upgrading with long-term green development. These findings are interpreted through a system transformation lens, where intelligent manufacturing policies trigger co-evolutionary changes across digital, financial, and governance subsystems.
🔗 Provenance — このレコードを発見したソース
- semanticscholar https://doi.org/10.3390/systems14060700first seen 2026-06-22 05:19:52
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