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Conflicting ESG Ratings and SA-Based Financing Constraints: A Study of Chinese Listed Firms

ESG格付の不一致とSA指数に基づく資金調達制約:中国上場企業の実証研究 (AI 翻訳)

Sunxu Liu, Yue Hu, Xiangyu Hua

Sustainability📚 査読済 / ジャーナル2026-08-12#AI×ESGOrigin: CN経営インパクト: 資金調達対象セクター: cross_sector
DOI: 10.3390/su18168268
原典: https://doi.org/10.3390/su18168268
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🤖 gxceed AI 要約

日本語

中国A株非金融上場企業(2009-2024年)を対象に、ESG格付の不一致がSA指数で測った資金調達制約と関連するかを検証。5機関の格付分散を用い、固定効果回帰で正の関連を確認。株式回転率の部分媒介効果は統計的に有意だが経済的には小さい。デジタル変革がこの関連を弱めることを示した。

English

Using Chinese A-share non-financial listed firms (2009-2024), this study examines whether ESG rating divergence is associated with SA-index-based financing constraints. Fixed-effects regressions show a significant positive association, with a small partial mediation via stock turnover. Digital transformation weakens the association, suggesting internal information governance reduces exposure.

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

日本ではSSBJ開示やESG格付の活用が進む中、格付不一致が資金調達に与える影響は投資家対応の示唆に富む。デジタル変革の緩和効果は、日本企業の情報ガバナンス強化に参考となる。

In the global GX context

Globally, this study contributes to the debate on ESG rating divergence and its real economic consequences, relevant to ISSB and SEC disclosure frameworks. The moderating role of digital transformation offers insights for firms seeking to reduce financing frictions through better information governance.

👥 読者別の含意

🔬研究者:ESG格付不一致の経済的影響と媒介・調整メカニズムの実証手法を学ぶ価値がある。

🏢実務担当者:ESG格付の不一致が資金調達に与える影響を理解し、情報開示とデジタル変革の重要性を認識できる。

🏛政策担当者:格付不一致が市場の情報効率に与える影響を踏まえ、開示規制や格付機関の監督に示唆を得られる。

📄 Abstract(原文)

ESG ratings are widely used in sustainable finance, yet disagreement among agencies may weaken their information role and relate to firms’ financing frictions. Using Chinese A-share non-financial listed firms from 2009 to 2024, this study examines whether ESG rating divergence is associated with an SA-based financing-constraint proxy, whether stock turnover provides a liquidity-related pathway, and whether digital transformation weakens the association. ESG rating divergence is measured by the dispersion of available rescaled ESG ratings from five agencies, and financing constraints are proxied by the absolute value of the SA index. Firm and year fixed-effects regressions show that greater ESG rating divergence is significantly associated with higher values of the SA-based proxy. The result remains positive and significant in a lagged-variable specification. Instrumental-variable estimates provide additional sensitivity evidence, although the exclusion restriction cannot be directly verified. The bootstrap results support a statistically significant but economically small partial mediation effect through stock turnover; however, lagged mediation checks do not establish a complete temporal sequence. A moderation analysis indicates that digital transformation weakens the positive association. The subsample estimates are reported as descriptive patterns. The findings suggest that inconsistent ESG signals are associated with an SA-based financing-constraint proxy, while internal information-governance capabilities may reduce this exposure.

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