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How Does Climate Risk Affect the Cost of Debt in Chinese A-Share Listed Firms? Evidence from Financial and Non-Financial Transmission Channels

気候リスクは中国A株上場企業の債務コストにどのように影響するか?財務・非財務の伝達経路からの証拠 (AI 翻訳)

Qian Wang, Siyu Chen

International Journal of Financial Studies📚 査読済 / ジャーナル2026-08-04#気候リスクOrigin: CN経営インパクト: 資金調達対象セクター: cross_sector
DOI: 10.3390/ijfs14080202
原典: https://www.mdpi.com/2227-7072/14/8/202/pdf?version=1785818360
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🤖 gxceed AI 要約

日本語

2007年から2024年の中国A株上場企業を対象に、年次報告書のテキスト分析から企業レベルの気候リスク曝露度を構築し、気候リスクが債務コストを有意に引き上げることを実証。財務ファンダメンタルズ悪化とESG格付け低下による非財務レピュテーション毀損の二つの伝達経路を特定。情報開示の質が緩和効果を持つ一方、汚染産業では増幅効果を確認。

English

Using a panel of Chinese A-share firms (2007-2024), this study constructs a firm-level climate risk measure via annual report text analysis and shows that climate risk significantly raises the cost of debt. It identifies two transmission channels: deteriorating financial fundamentals and non-financial reputation damage via ESG rating downgrades. High-quality disclosure mitigates the effect, while polluting industry affiliation amplifies it.

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開示義務化が進み、気候リスクの財務影響評価が重要課題。本論文の「情報開示の質が資金調達コストを緩和する」という知見は、日本の有報・統合報告書における気候関連開示の質向上の動機付けに直結する。また、ESG格付け低下経路は、日本の投資家対応にも示唆を与える。

In the global GX context

This paper contributes to the global literature on climate risk and cost of capital, particularly for emerging markets. It aligns with TCFD/ISSB frameworks by demonstrating the financial materiality of climate risk and the moderating role of disclosure quality. The dual transmission framework (financial and non-financial) offers insights for transition finance and ESG integration globally.

👥 読者別の含意

🔬研究者:Provides causal evidence on climate risk and debt costs in an emerging market, with a novel dual-channel framework and rigorous endogeneity corrections.

🏢実務担当者:Highlights that improving climate-related disclosure quality can lower financing costs, informing corporate sustainability reporting strategies.

🏛政策担当者:Suggests that policies promoting high-quality climate disclosure and ESG integration can reduce the cost of capital for firms, supporting the low-carbon transition.

📄 Abstract(原文)

Drawing on a panel of Chinese A-share listed firms covering 2007 to 2024, we construct a firm-level measure of climate risk exposure based on textual analysis of annual reports. Employing a three-way fixed effects model combined with endogeneity corrections and a battery of robustness checks, we empirically identify the causal effect of climate risk on the cost of debt, as well as its underlying transmission mechanisms and heterogeneous boundary conditions. Our analysis yields three core findings. First, climate risk exerts a statistically significant and economically meaningful positive effect on the cost of debt, indicating that greater climate risk exposure amplifies firms’ debt financing burdens. Second, the impact operates through two parallel transmission channels. On the one hand, climate risk erodes corporate financial fundamentals by disrupting production and operations and elevating default risk. On the other hand, it damages non-financial reputation by triggering downgrades in Environmental, Social, and Governance (ESG) ratings and weakening long-term financing credibility. Third, the relationship between climate risk and the cost of debt is significantly moderated by firm- and industry-level characteristics: high-quality information disclosure attenuates the adverse financing impact of climate risk, while affiliation with heavily polluting industries strengthens this positive association. These findings remain robust to alternative measures of climate risk and the cost of debt, alternative clustering specifications, high-dimensional interactive fixed effects, and subsample tests with restricted sample windows. To address endogeneity concerns stemming from reverse causality and omitted variable bias, we adopt two complementary identification strategies: using one-period lagged values of the core explanatory variable and conducting instrumental variable estimation via two-stage least squares (2SLS). Estimates from both approaches remain statistically and economically consistent with our baseline results. Further heterogeneity analyses show that the cost-increasing effect of climate risk is more pronounced for firms without ESG fund ownership, non-state-owned enterprises (non-SOEs), and firms located in non-eastern regions of China. Overall, this study provides novel firm-level evidence on the microeconomic consequences of climate risk in emerging economies, develops a dual transmission framework integrating financial fundamentals and non-financial reputation, and offers actionable implications for policymakers, financial institutions, and firms to improve climate risk governance and optimize the financing environment amid the low-carbon transition.

🔗 Provenance — このレコードを発見したソース

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