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When banks become pure creditors: The effects of declining shareholding by Japanese banks on bank lending and firms’ risk-taking 当银行成为纯粹的债权人时:日本银行持股比例下降对银行贷款和企业风险承担的影响
IF 6.1 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-06-29 DOI: 10.1016/j.jfs.2024.101294
Arito Ono , Katsushi Suzuki , Iichiro Uesugi

This study empirically examines the impact of an exogenous decrease in banks’ shareholding on bank loans and firms’ risk-taking, utilizing a regulatory change in Japan relating to banks’ shareholding as an instrument. We find that an exogenous reduction in a bank’s shareholding decreased the bank’s share of loans in the client firm’s total loans, while it increased the volatility of a firm’s return on assets. The reduction in a bank’s shareholding did not affect firm risk as perceived by equity investors or its borrowing terms. These findings are consistent with the prediction that banks hold equity claims over client firms to gain a competitive advantage, and are weakly compatible with the prediction that banks’ shareholding mitigates shareholder–creditor conflict.

本研究以日本有关银行持股的监管变化为工具,实证检验了银行持股量的外生减少对银行贷款和企业风险承担的影响。我们发现,银行持股量的外生减少会降低银行贷款在客户公司总贷款中的份额,同时会增加公司资产回报率的波动性。银行减持股份并不影响股票投资者眼中的公司风险或其借款条件。这些研究结果与银行持有客户公司的股权以获得竞争优势的预测相一致,与银行持股缓解股东与债权人冲突的预测不完全吻合。
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引用次数: 0
Comparable but is it informative?Accounting information comparability and price synchronicity 会计信息的可比性和价格同步性
IF 6.1 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-06-28 DOI: 10.1016/j.jfs.2024.101297
Desheng Liu , Yiqing Wang , Mingsheng Li

Increasing accounting information comparability (AIC) theoretically facilitates investors’ analysis of firm performance and improves stock price informativeness by incorporating more firm-specific information. However, achieving the purported purpose empirically is subject to firms’ institutional environment and corporate governance. We propose that under weak legal systems and less developed market environments, higher AIC may adversely affect price informativeness due to managers’ incentives and ability to obfuscate information and investors’ “hallo” effect. Using a large sample from China, we show that the AIC is positively related to price synchronicity, an inverse measure of price informativeness. Additionally, the positive impact is significantly greater for firms located in regions with weak legal systems and less developed market environments. The positive relation is also significantly greater when the business environment and economic policy uncertainties are high.

从理论上讲,提高会计信息可比性(AIC)有利于投资者分析公司业绩,并通过纳入更多公司特定信息来提高股价信息性。然而,从实证角度来看,要达到所宣称的目的,还受制于公司的制度环境和公司治理。我们提出,在法律制度薄弱、市场环境欠发达的情况下,由于管理者的动机和能力以及投资者的 "哈洛 "效应,较高的 AIC 可能会对股价信息性产生不利影响。利用中国的大量样本,我们发现 AIC 与价格同步性(价格信息性的反向衡量标准)呈正相关。此外,对于位于法律制度薄弱、市场环境欠发达地区的公司来说,这种正向影响明显更大。在商业环境和经济政策不确定性较高的情况下,这种正相关关系也明显更强。
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引用次数: 0
Funding liquidity creation by banks 银行创造的资金流动性
IF 6.1 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-06-28 DOI: 10.1016/j.jfs.2024.101295
Anjan Thakor , Edison G. Yu

Relying on theories in which bank create private money by making loans that create deposits—a process we call “funding liquidity creation”—we measure how much funding liquidity the U.S. banking system creates. Private money creation by banks enables lending to not be constrained by the supply of cash deposits. During the 2001–2020 period, 92 percent of bank deposits were due to funding liquidity creation, and during 2011–2020 funding liquidity creation averaged $10.7 trillion per year, or 57 percent of GDP. Using natural disasters data, we provide causal evidence that better-capitalized banks create more funding liquidity and lend more even during times when cash deposit balances are falling or unchanged. Large banks as well as the top banks in Federal Reserve districts create more liquidity.

根据银行通过贷款创造存款来创造私人货币的理论--我们称之为 "资金流动性创造"--我们衡量了美国银行体系创造了多少资金流动性。银行创造的私人货币使贷款不受现金存款供应的限制。在 2001-2020 年期间,92% 的银行存款是由于创造了资金流动性;在 2011-2020 年期间,平均每年创造资金流动性 10.7 万亿美元,占国内生产总值的 57%。利用自然灾害数据,我们提供了因果证据,证明即使在现金存款余额下降或保持不变的情况下,资本实力较强的银行也会创造更多的资金流动性,并提供更多贷款。大型银行以及联邦储备区的顶级银行创造了更多的流动性。
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引用次数: 0
Climate policy uncertainty and bank systemic risk: A creative destruction perspective 气候政策的不确定性与银行系统性风险:创造性破坏视角
IF 5.4 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-06-08 DOI: 10.1016/j.jfs.2024.101289
Yulin Liu , Junbo Wang , Fenghua Wen , Chunchi Wu

We conduct an international study on the effect of climate policy uncertainty on the systemic risk of banks from G20 countries. We find that climate policy uncertainty is associated with lower bank systemic risk. This relation is more pronounced in countries with high innovation capacity, climate readiness, more systemically important banks, and a more competitive banking system. Climate-related information disclosure and sustainable investments are critical economic channels through which the effect of climate policy uncertainty works. Our findings alleviate the concern that climate transition risk may contribute to financial instability and provide practical implications for regulators to design climate transition policies.

我们就气候政策不确定性对 G20 国家银行系统性风险的影响开展了一项国际研究。我们发现,气候政策的不确定性与较低的银行系统性风险有关。这种关系在创新能力强、气候准备就绪、系统重要性银行较多、银行系统竞争较激烈的国家更为明显。气候相关信息披露和可持续投资是气候政策不确定性效应发挥作用的关键经济渠道。我们的研究结果减轻了人们对气候转型风险可能导致金融不稳定的担忧,并为监管机构设计气候转型政策提供了实际意义。
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引用次数: 0
Banking and macro risks 银行业和宏观风险
IF 6.1 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-06-04 DOI: 10.1016/j.jfs.2024.101291
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引用次数: 0
The impact of fintech lending on credit access for U.S. small businesses 金融科技贷款对美国小企业获得信贷的影响
IF 5.4 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-06-04 DOI: 10.1016/j.jfs.2024.101290
Giulio Cornelli , Jon Frost , Leonardo Gambacorta , Julapa Jagtiani

Small business lending (SBL) plays an important role in funding productive investment and fostering local economic growth. Recently, nonbank lenders have gained market share in the SBL market in the United States, especially relative to community banks. Among nonbanks, fintech lenders have become particularly active, leveraging alternative data and complex modeling for their own internal credit scoring. We use proprietary loan-level data from two fintech SBL platforms (Funding Circle and LendingClub) to explore the characteristics of loans originated pre-pandemic (20162019). Our results show that these fintech SBL platforms lent relatively more in zip codes with higher unemployment rates and higher business bankruptcy filings. Moreover, fintech platforms’ internal credit scores were able to predict future loan performance more accurately than traditional credit scores, particularly in areas with high unemployment. Using Y-14 M loan-level bank data, we compare fintech SBL with traditional bank business cards in terms of credit access and interest rates. Overall, while not all fintech firms follow the same approach, we find that fintech lenders could help close the credit gap, allowing small businesses that were less likely to receive credit through traditional lenders to access credit and potentially at lower cost.

小企业贷款(SBL)在为生产性投资提供资金和促进地方经济增长方面发挥着重要作用。近来,非银行贷款机构在美国小企业贷款市场的份额不断扩大,尤其是相对于社区银行而言。在非银行中,金融科技贷款机构尤为活跃,它们利用替代数据和复杂的模型进行内部信用评分。我们使用两个金融科技 SBL 平台(Funding Circle 和 LendingClub)的专有贷款级数据来探讨大流行前(2016-2019 年)发放贷款的特点。我们的研究结果表明,这些金融科技 SBL 平台在失业率较高和企业破产申请较多的地区发放的贷款相对较多。此外,与传统信用评分相比,金融科技平台的内部信用评分能够更准确地预测未来的贷款表现,尤其是在高失业率地区。利用 Y-14 M 贷款级银行数据,我们比较了金融科技 SBL 与传统银行商务卡在信贷获取和利率方面的差异。总体而言,虽然并非所有金融科技公司都采用相同的方法,但我们发现,金融科技贷款机构可以帮助缩小信贷差距,让那些不太可能通过传统贷款机构获得信贷的小企业获得信贷,而且可能成本更低。
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引用次数: 0
How do machine learning and non-traditional data affect credit scoring? New evidence from a Chinese fintech firm 机器学习和非传统数据如何影响信用评分?来自一家中国金融科技公司的新证据
IF 5.4 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-06-04 DOI: 10.1016/j.jfs.2024.101284
Leonardo Gambacorta , Yiping Huang , Han Qiu , Jingyi Wang

This paper compares the predictive power of credit scoring models based on machine learning techniques with that of traditional loss and default models. Using proprietary transaction-level data from a leading fintech company in China, we test the performance of different models to predict losses and defaults both in normal times and when the economy is subject to a shock. In particular, we analyse the case of an (exogenous) change in regulation policy on shadow banking in China that caused credit conditions to deteriorate. We find that the model based on machine learning and non-traditional data is better able to predict losses and defaults than traditional models in the presence of a negative shock to the aggregate credit supply. This result reflects a higher capacity of non-traditional data to capture relevant borrower characteristics and of machine learning techniques to better mine the non-linear relationship between variables in a period of stress.

本文比较了基于机器学习技术的信用评分模型与传统损失和违约模型的预测能力。利用中国一家领先金融科技公司的专有交易级数据,我们测试了不同模型在正常时期和经济受到冲击时预测损失和违约的性能。特别是,我们分析了中国影子银行监管政策(外生)变化导致信贷状况恶化的案例。我们发现,在信贷供应总量受到负面冲击的情况下,基于机器学习和非传统数据的模型比传统模型更能预测损失和违约。这一结果反映了非传统数据更有能力捕捉相关借款人的特征,而机器学习技术则能在压力时期更好地挖掘变量之间的非线性关系。
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引用次数: 0
Are ICOs the best? A comparison of different fundraising models in blockchain-based fundraising ICO 是最好的吗?基于区块链的不同筹资模式比较
IF 5.4 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-05-31 DOI: 10.1016/j.jfs.2024.101288
Yan Sun, Sung-Byung Yang

Blockchain is a ground-breaking technology with potential applications in fundraising. In this study, we analyze the blockchain-based fundraising data from 2019 to 2021 to investigate the differences between various fundraising models (i.e., ICO, IEO, IDO, and MIX). More specifically, in Study 1, we conduct ANCOVA and ANOVA to examine differences in fundraising success and token performance after listing between different fundraising models. In Study 2, we first explore the factors that affect fundraising success and token performance, and then verify whether the impact of these factors varies between fundraising models. The findings of our research have implications for both firms and investors, assisting firms in selecting the most effective fundraising models and aiding investors in identifying tokens with the greatest potential.

区块链是一项具有突破性的技术,有望应用于筹款领域。在本研究中,我们分析了 2019 年至 2021 年基于区块链的筹款数据,以研究各种筹款模式(即 ICO、IEO、IDO 和 MIX)之间的差异。更具体地说,在研究 1 中,我们进行方差分析和方差分析,以考察不同筹款模式上市后筹款成功率和代币表现的差异。在研究 2 中,我们首先探讨了影响募资成功率和代币表现的因素,然后验证了这些因素的影响在不同募资模式之间是否存在差异。我们的研究结果对企业和投资者都有意义,有助于企业选择最有效的筹资模式,也有助于投资者识别最具潜力的代币。
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引用次数: 0
Digital payments and bank competition 数字支付与银行竞争
IF 5.4 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-05-29 DOI: 10.1016/j.jfs.2024.101287
Marianne Verdier

This article examines how competition between banks and a digital PSP impacts the lending rate and the consumers’ use of payment instruments. The digital PSP offers a digital wallet and payment services, but does not offer credit. In contrast, banks invest their deposits in lending activities, which implies that they may incur some costs of adjusting their liquidity needs when consumers make payments. I show that the adoption of the digital wallet for payments may sometimes increase the volume of payments by bank deposit transfers and the lending rate. This results from banks’ trade-off between lowering their costs of liquidity when consumers pay from their digital wallet and reducing the revenues they receive from bank transfer fees.

本文探讨了银行与数字 PSP 之间的竞争如何影响贷款利率和消费者对支付工具的使用。数字 PSP 提供数字钱包和支付服务,但不提供信贷。相比之下,银行将其存款投资于贷款活动,这意味着当消费者付款时,银行可能会产生一些调整流动性需求的成本。我的研究表明,采用数字钱包支付有时可能会增加银行存款转账的支付量和贷款利率。这是银行在消费者使用数字钱包支付时降低流动性成本与减少银行转账手续费收入之间权衡的结果。
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引用次数: 0
A simple model of a central bank digital currency 中央银行数字货币的简单模型
IF 5.4 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-05-28 DOI: 10.1016/j.jfs.2024.101282
Bineet Mishra , Eswar Prasad

We develop a general equilibrium model that highlights the trade-offs between physical and digital forms of retail central bank money. The key differences between cash and central bank digital currency (CBDC) include transaction efficiency, possibilities for tax evasion, and, potentially, nominal rates of return. We establish conditions under which cash and CBDC can co-exist and show how government policies can influence relative holdings of cash, CBDC, and other assets. We illustrate how a CBDC can facilitate negative nominal interest rates and helicopter drops, and also how a CBDC can be structured to prevent capital flight from other assets.

我们建立了一个一般均衡模型,强调了中央银行零售货币的实物形式和数字形式之间的权衡。现金与央行数字货币(CBDC)之间的主要差异包括交易效率、逃税可能性以及潜在的名义收益率。我们确定了现金和央行数字货币共存的条件,并展示了政府政策如何影响现金、央行数字货币和其他资产的相对持有量。我们说明了 CBDC 如何促进负名义利率和直升机空投,以及如何构建 CBDC 以防止其他资产的资本外逃。
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引用次数: 0
期刊
Journal of Financial Stability
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