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Do ESG rating changes matter? Evidence from Chinese stock market ESG评级的变化重要吗?证据来自中国股市
IF 5.5 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2025-09-01 DOI: 10.1016/j.gfj.2025.101180
Dianhao Liu, Jun Zhou
Investors will change their trading behavior in response to ESG rating changes, which in turn influence stock returns. In this paper, we examine the impact of ESG rating changes on stock returns in Chinese stock market. We find that ESG rating upgrades (downgrades) lead to higher (lower) short-term stock returns. A long-short portfolio constructed from upgraded firms versus downgraded firms generates monthly abnormal returns of 1.80 % on average. The main driver is institutional investors' buying (selling) shares of companies with upgraded (downgraded) ESG ratings. The disagreement about ESG rating changes can undermine this impact.
投资者会因ESG评级变化而改变交易行为,进而影响股票收益。本文考察了ESG评级变动对中国股市股票收益的影响。我们发现,ESG评级调高(调降)会导致股票的短期回报更高(更低)。由评级上调的公司和评级下调的公司组成的多空组合每月平均产生1.80%的异常回报。主要驱动力是机构投资者买入(卖出)ESG评级上调(下调)的公司股票。关于ESG评级变化的分歧可能会削弱这种影响。
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引用次数: 0
Hydroclimatic risk mispricing: Evidence from China 水文气候风险错误定价:来自中国的证据
IF 5.5 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2025-09-01 Epub Date: 2025-07-25 DOI: 10.1016/j.gfj.2025.101157
Jiaming Su, Yongqiao Wang
Hydroclimate can cause huge damage to human production and business activities. To evaluate whether stock markets efficiently price the hydroclimatic risk, the paper calculates the Hydroclimatic Sensitivity Score (HSS) for listed firms of China based on the Palmer Drought Severity Index (PDSI) in 1990 – 2022. HSS measures the firm-level physical risk associated with hydroclimate. Empirical results of the Fama–Macbeth regression indicate a significant relationship between HSS and stock return. Portfolios based on HSS exhibit significant positive α, which confirms the existence of hydroclimatic mispricing. Mechanism analysis shows that both the firm scale and the long-term debt tolerance can reduce a firm’s HSS, thus causing underpricing of hydroclimatic risk.
水文气候对人类生产经营活动造成巨大危害。为了评估股票市场是否有效地定价了水文气候风险,本文基于帕尔默干旱严重指数(PDSI)计算了1990 - 2022年中国上市公司的水文气候敏感性评分(HSS)。HSS测量与水文气候相关的企业层面的物理风险。Fama-Macbeth回归的实证结果表明,HSS与股票收益之间存在显著的关系。基于HSS的投资组合呈现显著的正α,证实了水文气候错误定价的存在。机制分析表明,企业规模和长期债务承受能力都会降低企业的HSS,从而导致水文气候风险的低估。
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引用次数: 0
Cryptocurrencies and alternative bonds: Novel evidence on co-movement and risk sharing 加密货币和替代债券:共同运动和风险分担的新证据
IF 5.5 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2025-09-01 Epub Date: 2025-06-24 DOI: 10.1016/j.gfj.2025.101149
Osamah AlKhazali , Destan Kirimhan , Mustafa Raza Rabbani , Syed Mabruk Billah , Muneer Shaik
In light of the rising macro-financial, geopolitical, and environmental risks, alternative assets such as cryptocurrencies, green bonds, and sukuk have received increasing attention for their potential in risk hedging and diversification. This study examines the dynamic return spillovers and risk-sharing interconnections among conventional and gold-backed Islamic cryptocurrencies, green bonds, and sukuk using daily data from 2018 to 2023. Employing a novel combination of frequency-based quantile connectedness and quantile cross-spectral techniques, we investigate time- and frequency-dependent interconnections under varying market conditions. Our results are threefold: First, Islamic gold-backed cryptocurrencies, green bonds, and sukuk exhibit intense co-movement and risk-sharing, in contrast to conventional cryptocurrencies, which display differential patterns. Second, return spillovers and connectedness intensify significantly during market stress periods such as the COVID-19 pandemic and the Russia–Ukraine war, with Islamic gold-backed cryptocurrencies showing stronger resilience and hedging potential than conventional cryptocurrencies. Third, return spillovers are more pronounced in the short term compared to the long term, potentially driven by liquidity flows, investor behavior, and high-frequency trading. Our findings suggest important implications for investors, fund managers, regulators, and policymakers.
鉴于宏观金融、地缘政治和环境风险的不断上升,加密货币、绿色债券和伊斯兰债券等另类资产因其在风险对冲和多样化方面的潜力而受到越来越多的关注。本研究利用2018年至2023年的日常数据,研究了传统和黄金支持的伊斯兰加密货币、绿色债券和伊斯兰债券之间的动态回报溢出效应和风险分担相互关系。采用基于频率的分位数连通性和分位数交叉频谱技术的新组合,我们研究了不同市场条件下的时间和频率相关的互连。我们的研究结果有三个方面:首先,与传统加密货币表现出差异模式相比,伊斯兰黄金支持的加密货币、绿色债券和伊斯兰债券表现出强烈的协同运动和风险分担。其次,在2019冠状病毒病大流行和俄乌战争等市场压力时期,回报溢出效应和连通性显著加剧,伊斯兰黄金支持的加密货币比传统加密货币表现出更强的弹性和对冲潜力。第三,回报溢出效应在短期内比长期更为明显,这可能是由流动性流动、投资者行为和高频交易驱动的。我们的研究结果对投资者、基金经理、监管机构和政策制定者具有重要意义。
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引用次数: 0
Assessing dynamic connectedness in global supply chain infrastructure portfolios: The impact of risk factors and extreme events 评估全球供应链基础设施组合中的动态连通性:风险因素和极端事件的影响
IF 5.5 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2025-09-01 Epub Date: 2025-08-07 DOI: 10.1016/j.gfj.2025.101166
Haibo Wang
This paper analyzes global supply chain investment risk factors (i.e., energy market, investor sentiment, and global shipping costs). It then presents portfolio strategies responsive to dynamic risks. We employ a time-varying vector autoregression model to examine the spillovers and interconnectedness among these factors from January 5, 2010, to June 29, 2023, using a set of environmental, social, and governance (ESG) indexes. Hedge ratios (HRs) and hedging effectiveness (HE) are calculated to determine optimal long and short positions for these portfolios. We then assess the impact of extreme events on risk spillovers and investment strategies by comparing periods before and after COVID-19. Our results show that risk shocks drive dynamic connectedness among infrastructure portfolios, and we highlight how extreme events affect spillovers and investment outcomes. Portfolios with higher ESG scores exhibit stronger connectedness with other portfolios and factors. Net total directional connectedness indicates that West Texas Intermediate (WTI), the Baltic Exchange Dry Index, and the investor sentiment volatility index (VIX) are consistent net receivers of spillover shocks, while the GLFOX portfolio alternates as a time-varying receiver and transmitter. Pairwise connectedness analysis reveals that WTI and VIX are predominantly receivers, whereas CSUAX, GII, and FGIAX portfolios act as net transmitters. COVID-19 altered the structure of dynamic connectedness across portfolios: shifts in mean HR and HE suggest that long/short position weights underwent structural changes post-outbreak, and portfolios with higher ESG scores demonstrated superior hedging ability. These findings offer valuable insights for investors adjusting hedging strategies in global supply chain infrastructure investments.
本文分析了全球供应链投资风险因素(即能源市场、投资者情绪和全球运输成本)。然后给出响应动态风险的投资组合策略。我们使用一套环境、社会和治理(ESG)指数,采用时变向量自回归模型考察了2010年1月5日至2023年6月29日期间这些因素之间的溢出效应和相互关联性。计算对冲比率(hr)和对冲有效性(HE),以确定这些投资组合的最佳多头和空头头寸。然后,我们通过比较COVID-19之前和之后的时期,评估极端事件对风险溢出和投资策略的影响。我们的研究结果表明,风险冲击推动了基础设施投资组合之间的动态连通性,我们强调了极端事件如何影响溢出效应和投资结果。ESG得分较高的投资组合与其他投资组合和因素的联系更强。净总定向连通性表明,西德克萨斯中质原油(WTI)、波罗的海干油交易所指数(Baltic Exchange Dry Index)和投资者情绪波动指数(VIX)是外溢冲击的一致净接收方,而GLFOX投资组合交替充当时变接收方和发送方。两两连通性分析表明,WTI和VIX主要是接收器,而CSUAX、GII和FGIAX组合则是净发射器。COVID-19改变了投资组合的动态连通性结构:平均人力资源和HE的变化表明,多/空头寸权重在疫情爆发后发生了结构性变化,ESG得分较高的投资组合表现出更强的对冲能力。这些发现为投资者调整全球供应链基础设施投资的对冲策略提供了有价值的见解。
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引用次数: 0
Regulatory enforcement actions and bank liquidity creation: Evidence from China 监管执法行动与银行流动性创造:来自中国的证据
IF 5.5 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2025-09-01 Epub Date: 2025-08-10 DOI: 10.1016/j.gfj.2025.101169
Yuanbiao Huang , Jinlei Li
We investigate how regulatory enforcement shapes bank liquidity creation, using a manually-collected dataset of administrative penalties combined with panel data for 368 Chinese commercial banks from 2010 to 2023. Employing a bank-level fixed-effects model, we find that enforcement causally enhances liquidity creation. This effect is not transitory, persisting for a 3-year period after sanctions. This positive effect operates through three channels: a strategic reallocation of bank portfolios, a strengthening of capital buffers, and an improvement in information disclosure. Furthermore, the effect is more pronounced for larger banks, for banks in regions with stronger supervisory capacity, and for sanctions targeting institutions rather than individual employees. Our study contributes to the literature by reframing the role of regulatory enforcement. We show that, rather than solely acting as a disciplinary constraint, well-designed sanctions can serve as a catalyst for beneficial adjustments in bank strategy and governance. This offers new insights into how supervisory design in emerging markets can bolster financial stability without compromising banks' financial intermediation capacity.
我们使用人工收集的行政处罚数据集,结合2010年至2023年368家中国商业银行的面板数据,研究了监管执法如何影响银行流动性创造。采用银行层面的固定效应模型,我们发现强制执行会促进流动性创造。这种影响不是暂时的,在制裁后的3年时间内持续存在。这种积极效应通过三个渠道发挥作用:对银行投资组合进行战略性重新配置,加强资本缓冲,改善信息披露。此外,对于规模较大的银行、监管能力较强的地区的银行,以及针对机构而非个人员工的制裁,这种影响更为明显。我们的研究通过重构监管执法的角色对文献做出了贡献。我们的研究表明,精心设计的制裁措施不仅可以起到纪律约束的作用,还可以促进银行战略和治理方面的有益调整。这为新兴市场的监管设计如何在不损害银行金融中介能力的情况下促进金融稳定提供了新的见解。
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引用次数: 0
The power of attention: examining the roles of institutional investor and macroeconomic news attention in shaping share liquidity 注意力的力量:研究机构投资者和宏观经济新闻关注在塑造股票流动性中的作用
IF 5.5 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2025-09-01 Epub Date: 2025-07-24 DOI: 10.1016/j.gfj.2025.101160
John Garcia
This study examines the joint influence of institutional investor attention and macroeconomic news attention on firm-level share liquidity, revealing distinct effects across heterogeneous market segments. Analyzing 1.23 million firm-day observations from 2468 U.S. firms (2015–2020), I combine Bloomberg terminal readership data—a proxy for institutional investor attention—with a novel macroeconomic attention index derived from a principal-component analysis of coverage in The Wall Street Journal and The New York Times. The results reveal significant heterogeneity: institutional investor attention reduces liquidity in information-opaque settings, widening spreads for low-institutional ownership and small-cap firms, while modestly improving liquidity for transparent large-cap firms, where attention serves to validate rather than signal private information. Macroeconomic news attention itself widens spreads while simultaneously dampens the effect of institutional investor attention, consistent with a cognitive substitution channel. These effects intensify during market downturns, highlighting the fragility of liquidity when attention is scarce. Propensity score matching, difference-in-differences tests, and alternative liquidity measures confirm the results. The findings provide a unified framework that reconciles previous evidence and offers actionable insights for traders' execution timing, market makers' spread calibration, and regulators' detection of liquidity fragility during periods of macroeconomic stress.
本研究考察了机构投资者关注和宏观经济新闻关注对公司层面股票流动性的共同影响,揭示了不同细分市场的不同影响。我分析了2468家美国公司(2015-2020年)的123万个工作日观察结果,将彭博终端读者数据(机构投资者关注度的代表)与一种新的宏观经济关注度指数结合起来,该指数来自对《华尔街日报》和《纽约时报》报道的主成分分析。结果显示了显著的异质性:在信息不透明的情况下,机构投资者的注意力降低了流动性,在低机构所有权和小盘股公司中扩大了利差,而在透明的大盘股公司中,注意力用于验证而不是表明私人信息,从而适度提高了流动性。宏观经济新闻关注本身扩大了利差,同时抑制了机构投资者关注的影响,符合认知替代渠道。在市场低迷期间,这些影响会加剧,突显出在缺乏关注时流动性的脆弱性。倾向得分匹配,差异中差异测试和替代流动性措施证实了结果。这些发现提供了一个统一的框架,与之前的证据相协调,并为交易员的执行时机、做市商的价差校准以及监管机构在宏观经济压力时期对流动性脆弱性的检测提供了可操作的见解。
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引用次数: 0
Unbundling institutions for corporations 为企业拆分机构
IF 5.5 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2025-09-01 Epub Date: 2025-08-19 DOI: 10.1016/j.gfj.2025.101171
Dong Wook Lee , Jee Eun Lee , Lingxia Sun
This paper proposes that a country's institutions for corporations—especially their roles—can be divided into the supporting for corporate growth and the policing of corporate wrongdoing. We identify the two roles of institutions indirectly yet more effectively through their respective targets. Companies with negative free cash flows (FCF) are the main target of the institutional supporting, while companies with positive FCF are subject primarily to the institutional policing. Using firm-level data from 43 countries for the period of 2000–2018, we find evidence for the possibility and usefulness of this unbundling. Specifically, the cross-country difference in corporate performance is concentrated in negative-FCF firms. To the extent that the corporate performance we examine is a direct outcome of the surrounding institutions, our results suggest that a meaningful cross-country difference in institutional interventions—that is, the ones that create a difference in economic outcome across countries—lies in those for negative-FCF firms. They are the institutional supports that discover and finance corporate growth opportunities so that companies can invest beyond their own means, thereby running negative FCF.
本文提出,一个国家的企业制度——尤其是它们的角色——可以分为支持企业成长和监管企业不法行为。我们间接地确定了机构的两种作用,但通过各自的目标更有效地确定了它们的作用。自由现金流为负的公司是制度支持的主要对象,而自由现金流为正的公司主要受到制度监管。利用2000年至2018年期间来自43个国家的企业层面数据,我们发现了这种分拆的可能性和有效性的证据。具体而言,跨国公司绩效差异集中在负fcf公司。在某种程度上,我们研究的公司绩效是周围制度的直接结果,我们的结果表明,制度干预的有意义的跨国差异-即那些在各国之间产生经济结果差异的因素-在于那些负fcf公司。它们是发现和资助企业增长机会的制度支持,使企业能够进行超出自身能力的投资,从而运行负FCF。
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引用次数: 0
From noise to signals: Investor attention as a catalyst for the momentum effect in the Chinese stock market 从噪音到信号:投资者关注是中国股市动量效应的催化剂
IF 5.5 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2025-09-01 Epub Date: 2025-08-25 DOI: 10.1016/j.gfj.2025.101175
Zhi-Yu Zhang , Chi Xie , Gang-Jin Wang , You Zhu , Xiao-Xin Li
The momentum effect is a pricing anomaly that is widely observed in financial markets but not promised in the Chinese stock market. We explore the interaction between investor attention and momentum effects to strengthen momentum-based strategies' profitability by transforming the inherent noise of investor attention into valuable signals. Applying the conditional autoencoder (CAE) asset pricing model, we extract signals from noisy information to estimate stock returns that reflect the expected price adjustments driven by collective attention. Results yield four key conclusions. (i) The signal derived from investor attention acts as a catalyst that significantly enhances momentum strategies' performance, and the attention-based momentum (AttMOM) strategy consistently outperforms the conventional momentum (MOM) strategy in various formation periods. (ii) Although pricing anomalies, such as firm size, influence both strategies' returns, the attention-driven signal enables AttMOM to achieve higher and more stable returns. (iii) Investor attention helps AttMOM to maintain stable profits during market downturns. (iv) Investor attention reinforces the AttMOM strategy's resilience during turbulence, improving its hedging capabilities. Overall, our findings highlight the pivotal role of investor attention in boosting momentum returns, offering valuable insights for investment decision-making.
动量效应是一种定价异常现象,在金融市场中普遍存在,但在中国股市中并不存在。我们探讨了投资者注意力和动量效应之间的相互作用,通过将投资者注意力的固有噪声转化为有价值的信号来增强基于动量的策略的盈利能力。应用条件自编码器(CAE)资产定价模型,我们从噪声信息中提取信号来估计反映集体关注驱动的预期价格调整的股票收益。结果得出了四个关键结论。(1)投资者关注产生的信号作为催化剂,显著增强了动量策略的绩效,在不同的形成期,基于注意的动量(AttMOM)策略的绩效始终优于传统动量(MOM)策略。(ii)虽然定价异常,如公司规模,影响两种策略的回报,但注意力驱动的信号使AttMOM能够实现更高和更稳定的回报。(iii)投资者的关注有助于AttMOM在市场低迷时期保持稳定的利润。(iv)投资者的关注增强了AttMOM策略在动荡期间的弹性,提高了其对冲能力。总体而言,我们的研究结果强调了投资者关注在提高动量回报方面的关键作用,为投资决策提供了有价值的见解。
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引用次数: 0
Effects of domestic and foreign financial stress on stock returns in Asia-Pacific countries 国内外金融压力对亚太国家股票收益的影响
IF 5.5 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2025-09-01 Epub Date: 2025-08-29 DOI: 10.1016/j.gfj.2025.101178
Oguzhan Ozcelebi , Rim El Khoury , R. Gopinathan , Seong-Min Yoon
This study employs advanced quantile-based methodologies to investigate the effects of domestic and foreign financial stress on stock market performance across 10 Asia–Pacific countries. Using wavelet quantile correlation and multivariate quantile-on-quantile regression models, we analyze the nonlinear, asymmetric, and time–frequency-dependent relationships under varying market conditions. Results show that foreign financial stress exerts a more consistent and pronounced negative impact on stock returns, particularly in export-dependent economies such as Thailand and Korea. In contrast, the effects of domestic financial stress vary by country. Persistent negative impacts are observed in structurally weaker economies like the Philippines, whereas markets such as China, India, and Australia display adaptability, with correlations shifting to neutral or positive under certain conditions. These findings underscore the significant heterogeneity shaped by differences in economic structure, trade exposure, and financial market characteristics. By comparing the effects of both global and domestic financial stress, this study fills an important gap in the literature. The results provide actionable insights for policymakers working to strengthen financial stability and for investors pursuing effective portfolio diversification strategies.
本研究采用先进的基于分位数的方法,研究了国内外金融压力对10个亚太国家股市表现的影响。利用小波分位数相关和多元分位数对分位数回归模型,分析了不同市场条件下的非线性、非对称和时频依赖关系。结果表明,外国金融压力对股票回报产生了更为一致和明显的负面影响,特别是在泰国和韩国等依赖出口的经济体。相比之下,国内金融压力的影响因国家而异。在菲律宾等结构较弱的经济体中观察到持续的负面影响,而中国、印度和澳大利亚等市场表现出适应性,在某些条件下相关性变为中性或正。这些发现强调了经济结构、贸易风险和金融市场特征差异所形成的显著异质性。通过比较全球和国内金融压力的影响,本研究填补了文献中的一个重要空白。研究结果为致力于加强金融稳定的政策制定者和寻求有效投资组合多样化策略的投资者提供了可操作的见解。
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引用次数: 0
Business expectations and public policies amid exogenous shocks: The COVID-19 case in Latin America 外部冲击下的商业预期和公共政策:拉丁美洲的COVID-19病例
IF 5.5 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2025-09-01 Epub Date: 2025-05-29 DOI: 10.1016/j.gfj.2025.101125
Paula Margaretic , Santiago Mingo , Agustin Sotelo
How do public policy responses to exogenous shocks shape business expectations? We examine this question in the context of the COVID-19 pandemic, focusing on the impact of two broad types of policy responses: containment policies (e.g., lockdowns and mobility restrictions) and restorative policies (e.g., vaccine rollouts). Using monthly panel data from 42 countries—20 of which are emerging economies—for the period from 2018 to 2021, we test the effects of both domestic and neighboring countries' policies on business expectations. We find that containment policies significantly depress expectations, while restorative policies enhance them. These effects are moderated by country-level institutional factors such as government trust, political orientation, and financial capacity. We also uncover positive spillover effects from containment policies in neighboring countries. In particular, Latin American countries demonstrate great sensitivity to both domestic and neighboring countries' policies, with this sensitivity being moderated by their institutional characteristics. By focusing on business expectations as a forward-looking mechanism and highlighting institutional and regional variation in responses, this study contributes to research on resilience during global crises.
公共政策对外部冲击的反应如何影响商业预期?我们在2019冠状病毒病大流行的背景下研究了这个问题,重点关注两大类政策应对措施的影响:遏制政策(如封锁和流动限制)和恢复性政策(如疫苗推出)。利用来自42个国家(其中20个是新兴经济体)2018年至2021年的月度面板数据,我们检验了国内和邻国政策对商业预期的影响。我们发现,遏制政策大大降低了预期,而恢复性政策则增强了预期。这些影响受到政府信任、政治取向和财政能力等国家层面制度因素的调节。我们还发现了邻国遏制政策的积极溢出效应。特别是拉丁美洲国家对本国和邻国的政策都表现出高度的敏感性,这种敏感性受到其制度特点的缓和。通过将商业预期作为一种前瞻性机制加以关注,并强调应对措施的制度和区域差异,本研究有助于对全球危机期间弹性的研究。
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引用次数: 0
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