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ESG activity and bank lending during financial crises ESG活动和金融危机期间的银行贷款
IF 5.4 2区 经济学 Pub Date : 2023-11-24 DOI: 10.1016/j.jfs.2023.101206
Gamze Ozturk Danisman , Amine Tarazi

This paper explores how banks’ environmental, social, and governance (ESG) activities affect their lending during financial crises. We use a sample of European listed banks with available ESG scores from 2002 to 2020 and consider the global financial crisis of 2007–2009 and the European sovereign debt crisis of 2010–2012. We estimate a two-step system GMM dynamic panel data model and also address potential endogeneity with instrumental variable (IV) and difference-in-difference (DiD) estimations. We find that lending falls to a lesser extent for banks with higher ESG scores during crisis times. Our findings are robust to using alternative ESG rating providers. An investigation of the different potential channels shows that, during crises, banks more engaged in ESG activities are less affected in terms of credit risk, asset risk, and profitability. They also face a lower reduction in market funding, allowing them to downsize to a lesser extent during crises, and their deposit rates do not increase as much as in less ESG-engaged banks. A deeper investigation reveals that our findings mainly hold for banks focused on traditional lending and deposit activities and are essentially driven by the environmental pillar component of ESG scores and the global financial crisis of 2007–2009.

本文探讨了金融危机期间银行的环境、社会和治理(ESG)活动如何影响其贷款。我们选取了2002年至2020年具有可用ESG分数的欧洲上市银行样本,并考虑了2007-2009年的全球金融危机和2010-2012年的欧洲主权债务危机。我们估计了一个两步系统GMM动态面板数据模型,并通过工具变量(IV)和差中差(DiD)估计解决了潜在的内生性问题。我们发现,在危机时期,ESG得分较高的银行的贷款下降幅度较小。我们的研究结果对于使用其他ESG评级提供商是稳健的。对不同潜在渠道的调查表明,在危机期间,更多参与ESG活动的银行在信用风险、资产风险和盈利能力方面受到的影响较小。此外,它们面临的市场融资减少幅度较小,这使得它们在危机期间缩减规模的幅度较小,而且它们的存款利率增幅也不像较少参与esg的银行那么大。一项更深入的调查显示,我们的发现主要适用于专注于传统贷款和存款活动的银行,并且基本上是由ESG评分的环境支柱部分和2007-2009年的全球金融危机驱动的。
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引用次数: 0
Investment deregulation and innovation performance of Chinese private firms 投资放松管制与中国民营企业创新绩效
IF 5.4 2区 经济学 Pub Date : 2023-11-24 DOI: 10.1016/j.jfs.2023.101207
Jianhong Zhang , Jiangang Jiang

This study explores the effect of an investment system reform (deregulation) on the innovation performance of private firms in China. Using a difference-in-differences approach on the data on patent applications of private firms from 1998 to 2009, this study confirms the positive relationship between investment deregulation and innovation performance. We also find that the positive relationship is moderated by types of innovation, firm size and international orientation, and regional patent promotion policy. The study further finds evidence that investment deregulation stimulates innovation performance through two mechanisms, the escaping competition effect, and the preemptive patenting effect. Moreover, investment deregulation may improve the innovation performance of private firms by encouraging investment in fixed capital.

本研究探讨了投资体制改革(放松管制)对中国民营企业创新绩效的影响。本文利用1998 - 2009年民营企业专利申请数据的差异中差异分析方法,证实了投资放松管制与创新绩效之间的正相关关系。研究还发现,创新类型、企业规模与国际化取向、区域专利促进政策对二者之间的正向关系有调节作用。研究进一步发现,投资放松管制通过逃避竞争效应和抢先专利效应两种机制刺激创新绩效。此外,放松投资管制可以通过鼓励固定资本投资来提高私营企业的创新绩效。
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引用次数: 0
Hedging inflation expectations in the cryptocurrency futures market 对冲加密货币期货市场的通胀预期
IF 5.4 2区 经济学 Pub Date : 2023-11-22 DOI: 10.1016/j.jfs.2023.101205
Jinan Liu , Victor J. Valcarcel

This paper finds the first evidence of time variation in the relationship between inflation expectations and the price of cryptocurrency futures. Daily data on the futures markets of Bitcoin – starting in December 2017 – and Ethereum – available since February 2021 – reveal responses to inflation expectations that are consistently positive across both measures in a full sample encompassing 2022. These results hold for a sample that precedes the Luna crash in May 13, 2022. However, the response turns negative in the period between the failures of the Luna and FTX crypto exchanges. We find cryptocurrency futures provide an effective hedge against inflation expectations and may provide a hedge against idiosyncratic market risk if the ensuing uncertainty is embraced by traders leading them to search-for-yield behavior. Risk that is more systemic – and not properly digested by financial markets – may lead futures contract holders to exit their positions ahead of expiration, leading to a bid down of futures prices and an erosion of their hedging ability. This may have contributed to the turbulence in cryptocurrencies experienced during the latter part of 2022.

本文首次发现了通货膨胀预期与加密货币期货价格之间关系的时间变化证据。比特币期货市场的每日数据(从2017年12月开始)和以太坊期货市场的每日数据(从2021年2月开始)显示,在涵盖2022年的完整样本中,两种指标对通胀预期的反应始终是积极的。这些结果适用于2022年5月13日月球坠毁之前的样本。然而,在Luna和FTX加密交易所失败之间的一段时间内,反应转为负面。我们发现,加密货币期货可以有效对冲通胀预期,如果随之而来的不确定性被交易员所接受,导致他们采取寻求收益的行为,则可以对冲特殊市场风险。更为系统性的风险——而且没有被金融市场适当消化——可能会导致期货合约持有者在到期日之前退出头寸,从而导致期货价格下跌,削弱他们的对冲能力。这可能是导致加密货币在2022年下半年经历动荡的原因。
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引用次数: 0
External wealth of nations and systemic risk 国家外部财富与系统性风险
IF 5.4 2区 经济学 Pub Date : 2023-11-15 DOI: 10.1016/j.jfs.2023.101192
Alin Marius Andrieş , Alexandra Maria Chiper , Steven Ongena , Nicu Sprincean

External imbalances played a pivotal role leading to the global financial crisis and were an important cause of turmoil. While current account (flow) imbalances narrowed in the aftermath of the crisis, the net international investment position (NIIP) (stock) imbalances persisted. This study explores the implications of countries’ net foreign positions on systemic risk. Using a sample of 470 banks located in 49 advanced economies, emerging countries, and developing economies over 2000–2020, we find robust empirical evidence that banks can reduce their systemic risk exposure when the countries in which they are incorporated improve their NIIPs and maintain creditor status vis-à-vis the rest of the world. However, only the equity component of the NIIP is responsible for this outcome, whereas debt flows are not significant. Similarly, we find that the mitigating effect of an external balance sheet on systemic risk is derived from valuation gains rather than from the incremental net acquisition of assets or liabilities represented by the current account. Our findings are particularly relevant for policymakers seeking to improve banks’ resilience to adverse shocks and maintain financial stability.

外部失衡是导致全球金融危机的关键因素,也是动荡的重要原因。尽管经常账户(流量)失衡在危机过后有所缩小,但净国际投资头寸(NIIP)(存量)失衡依然存在。本研究探讨了各国净外汇头寸对系统性风险的影响。通过对2000-2020年期间49个发达经济体、新兴国家和发展中经济体的470家银行的样本分析,我们发现强有力的经验证据表明,当银行所在国家改善其niip并保持其相对-à-vis世界其他国家的债权人地位时,银行可以降低其系统性风险敞口。然而,这一结果仅由国家创新投资计划的股本部分造成,而债务流动并不重要。同样,我们发现外部资产负债表对系统风险的缓解作用来自估值收益,而不是来自经常账户所代表的资产或负债的增量净收购。我们的研究结果对寻求提高银行对不利冲击的抵御能力和维护金融稳定的政策制定者尤为重要。
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引用次数: 0
The impact of COVID-19 on sovereign contagion COVID-19对主权蔓延的影响
IF 5.4 2区 经济学 Pub Date : 2023-11-14 DOI: 10.1016/j.jfs.2023.101189
Anastasios Drakos, Georgios Moratis

In the midst of the unprecedented COVID-19 pandemic crisis, the scope of the current study is to outline the channels of shock propagation across sovereigns under these unprecedent conditions. We use a sample of European countries for a period of twelve years that encompasses the COVID-19 as well as the turbulent period of the European debt crisis. We apply Bayesian Vector Autoregressive techniques to show a dramatic increase in sovereign contagion during the outbreak of the COVID-19 pandemic, even higher than the increase recorded during the European Debt crisis. The result works through government response and containment measures. Extensive and severe detachment from any financial fundamentals is evident. The announcements of fiscal and monetary easing measures have eliminated the tension in the markets. When focusing on the period of the pandemic the impact of the national culture emerges through the channel of collectivism.

在前所未有的COVID-19大流行危机中,当前研究的范围是概述在这些前所未有的条件下主权国家之间的冲击传播渠道。我们以欧洲国家为样本,时间跨度为12年,既包括新冠肺炎疫情,也包括欧债危机动荡时期。我们应用贝叶斯向量自回归技术显示,在2019冠状病毒病大流行爆发期间,主权传染急剧增加,甚至高于欧洲债务危机期间的增幅。结果通过政府的反应和遏制措施发挥作用。与任何金融基本面的广泛而严重的脱节是显而易见的。财政和货币宽松措施的宣布消除了市场的紧张情绪。在大流行时期,民族文化的影响通过集体主义的渠道显现出来。
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引用次数: 0
From liquidity risk to systemic risk: A use of knowledge graph 从流动性风险到系统性风险:知识图谱的应用
IF 5.4 2区 经济学 Pub Date : 2023-11-14 DOI: 10.1016/j.jfs.2023.101195
Ren-Raw Chen , Xiaohu Zhang

In this paper, we use knowledge graph (KG) to study systemic risk in the banking industry. KG provides a graphic representation of the connections of entities of interest (known as vertices or nodes) with the strengths of connections being reflected by the lines connecting them (known as edges) or distances between them. As a result, KG is a natural tool for visualizing the relationships among financial institutions. Furthermore, various data and graph choices can present how differently entities of interest can be connected. In this paper, we draw KGs on two datasets: liquidity index and volatility and three different embedding methods: locally linear embedding, spectral embedding and principal component analysis. Our empirical results show, not surprisingly, that volatility and liquidity index are not similar in explaining how banks are connected. Embedding methods also matter.

本文运用知识图谱(KG)对银行业的系统性风险进行了研究。KG提供了感兴趣的实体(称为顶点或节点)的连接的图形表示,连接的强度通过连接它们的线(称为边)或它们之间的距离来反映。因此,KG是可视化金融机构之间关系的天然工具。此外,各种数据和图形选择可以表示如何连接不同的感兴趣实体。本文在流动性指数和波动率两个数据集上绘制了KGs,并采用了三种不同的嵌入方法:局部线性嵌入、谱嵌入和主成分分析。我们的实证结果表明,波动性和流动性指数在解释银行之间的联系时并不相似,这并不奇怪。嵌入方法也很重要。
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引用次数: 0
Direct and indirect impacts of natural disasters on banks: A spatial framework 自然灾害对银行的直接和间接影响:一个空间框架
IF 5.4 2区 经济学 Pub Date : 2023-11-10 DOI: 10.1016/j.jfs.2023.101194
James R. Barth , Qinyou Hu , Robin Sickles , Yanfei Sun , Xiaoyu Yu

We examine the direct and indirect impacts of natural disasters on deposit rates of U.S. bank branches from 2008 to 2017. We capture the indirect impact by the spatial spillover effects of disasters, from branches directly exposed to such disasters to neighboring branches. We theoretically motivate our spatial framework by local competition for deposits among branches and provide empirical evidence consistent with this model. We find that indirect effects contribute to at least two-thirds of the total impact for deposit rate-setting branches. Rate-setting branches in affected counties, on average, raise their deposit rates on 12-month CDs by 1.5 basis points directly due to the disaster shock. However, there is an additional indirect increase of 2.7 – 4.3 basis points for all rate-setting branches, including those in adjacent but unaffected counties, due to the local geographical competition for deposits. We also confirm that the spillover effect occurs among branches across counties via an overlooked social connectedness. Moreover, and importantly, online and one-county banks are more likely to rely on the information channel embedded in the social connectedness effect in response to natural disasters. Branches in less concentrated local markets also respond more to the nature disaster and rate adjustments of neighboring branches.

本文研究了2008 - 2017年自然灾害对美国银行分支机构存款利率的直接和间接影响。我们捕获了灾害的空间溢出效应的间接影响,从直接暴露于此类灾害的分支到相邻分支。从理论上讲,我们通过分行之间的本地存款竞争来激励我们的空间框架,并提供与该模型一致的经验证据。我们发现,间接影响至少占存款利率设定分支机构总影响的三分之二。受灾县的利率制定机构平均直接将12个月定期存单利率上调1.5个基点。然而,由于当地对存款的地域竞争,所有制定利率的分支机构,包括相邻但未受影响的县的分支机构,都间接增加了2.7 - 4.3个基点。我们还证实,溢出效应是通过一种被忽视的社会联系在国家间的分支机构之间发生的。此外,重要的是,在线银行和一县银行更有可能依赖嵌入在社会联系效应中的信息渠道来应对自然灾害。当地市场集中度较低的分公司对邻近分公司的自然灾害和费率调整的反应也较多。
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引用次数: 0
Climate risks and financial stability: Evidence from the European financial system 气候风险与金融稳定:来自欧洲金融体系的证据
IF 5.4 2区 经济学 Pub Date : 2023-11-10 DOI: 10.1016/j.jfs.2023.101190
Miia Chabot, Jean-Louis Bertrand

Climate-related risks have become a major concern for financial regulators and can pose a significant threat to financial stability. In this paper, we first propose a theoretical framework for the transmission of climate risks to financial institutions and the financial system. We then estimate the influence of physical and transition risks on the European financial system through bank-level and system-wide measures of financial stability. We find that Scope 3 greenhouse gas emissions, chronic and acute climate risks negatively affect financial stability at both the financial institution and system levels. Temperature anomalies, heat waves, wildfires and droughts are among the most significant risks. As Europe warms twice as fast as the rest of the world, our theoretical and empirical results urge regulators to mandatorily require the assessment and disclosure of corporate climate risks to allow banks to adjust their prudential capital requirements.

气候相关风险已成为金融监管机构关注的主要问题,并可能对金融稳定构成重大威胁。本文首先提出了气候风险向金融机构和金融体系传递的理论框架。然后,我们通过银行层面和全系统范围的金融稳定措施来估计物理风险和过渡风险对欧洲金融体系的影响。我们发现,范围3的温室气体排放、慢性和急性气候风险对金融机构和体系层面的金融稳定都有负面影响。温度异常、热浪、野火和干旱是最严重的风险。由于欧洲变暖的速度是世界其他地区的两倍,我们的理论和实证结果敦促监管机构强制要求评估和披露企业气候风险,以允许银行调整其审慎的资本要求。
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引用次数: 0
Portfolio choice algorithms, including exact stochastic dominance 投资组合选择算法,包括精确随机优势
IF 5.4 2区 经济学 Pub Date : 2023-11-10 DOI: 10.1016/j.jfs.2023.101196
H.D. Vinod

Assume data on Nj stock (asset) returns are available for p stocks, allowing us to construct approximate density functions f(xj) for (j=1, 2, …, p) from p empirical cumulative distribution functions (ECDFs). Our portfolio choice is designed to rank ECDF-induced, ill-behaved f(xj) densities subject to multiple modes, asymmetric fat tails, dips, turns, and numerous overlaps. Older portfolio theory assumes that parameters like the mean, variance, and percentiles fully describe f(xj). All six of our algorithms avoid (expected) utility theory. The only available algorithm by Anderson for order-k Stochastic Dominance (SDk) needs a trapezoidal approximation. Our new exact algorithm for SDk is based on ECDFs and overcomes pairwise comparisons. We include algorithms for statistical inference using the bootstrap and one for “pandemic proof” out-of-sample portfolio performance comparisons from our R package ‘generalCorr’. We suggest a test for “zero cost profitable arbitrage” and illustrate our algorithms in action by using two sets of recent 169-month stock returns. We do not claim to suggest new optimal portfolios.

假设Nj股票(资产)收益的数据可用于p只股票,允许我们从p个经验累积分布函数(ecdf)构建(j= 1,2,…,p)的近似密度函数f(xj)。我们的投资组合选择旨在对ecdf诱导的、表现不佳的f(xj)密度进行排序,这些密度受多种模式、不对称肥尾、下降、转弯和众多重叠的影响。旧的投资组合理论假设,均值、方差和百分位数等参数充分描述了f(xj)。我们所有的六个算法都避免了(预期的)效用理论。安德森对k阶随机优势(SDk)的唯一可用算法需要一个梯形近似。我们新的SDk精确算法基于ecdf,克服了两两比较。我们包括使用bootstrap进行统计推断的算法,以及来自我们的R包“generalCorr”的“流行病证明”样本外投资组合性能比较的算法。我们建议对“零成本盈利套利”进行测试,并通过使用两组最近169个月的股票回报来说明我们的算法。我们并不主张建议新的最佳投资组合。
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引用次数: 0
Social responsibility and bank resiliency 社会责任和银行弹性
IF 5.4 2区 经济学 Pub Date : 2023-11-10 DOI: 10.1016/j.jfs.2023.101191
Thomas Gehrig , Maria Chiara Iannino , Stephan Unger

We find strong evidence that measures of social responsibility contribute to increasing the resilience of banks. This finding holds when social responsibility is measured by aggregated ESG scores provided by Thomson Reuters, both according to their older Asset 4 categorization and to the reformed ESG Refinitiv classification, and resilience is proxied by various measures of systemic and systematic risk. The results hold on the level of subcategories of the ESG pillars, where we find that, particularly, variables related to the long-term perspective enhance resilience. Moreover, in our international study, we find significant transatlantic differences.

我们发现强有力的证据表明,社会责任措施有助于提高银行的抗风险能力。当社会责任由汤森路透(Thomson Reuters)提供的ESG综合评分来衡量时,这一发现成立,既根据其旧的资产4分类,也根据改革后的ESG Refinitiv分类,而弹性则由各种系统性和系统性风险指标来代表。结果在ESG支柱的子类别层面上成立,我们发现,特别是与长期视角相关的变量增强了弹性。此外,在我们的国际研究中,我们发现了显著的跨大西洋差异。
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引用次数: 0
期刊
Journal of Financial Stability
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