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How Bad is a Bad Loan? Distinguishing Inherent Credit Risk from Inefficient Lending (Does the Capital Market Price this Difference?) 不良贷款有多严重?区分内在信用风险和低效借贷(资本市场定价这种差异吗?)
Pub Date : 2018-01-13 DOI: 10.2139/ssrn.3102969
Joseph P. Hughes, Choon-Geol Moon
We develop a novel technique to decompose banks’ ratio of nonperforming loans to total loans into three components: first, a minimum ratio that represents best-practice lending given the volume and composition of a bank’s loans, the average contractual interest rate charged on these loans, and market conditions such as the average GDP growth rate and market concentration; second, a ratio, the difference between the bank’s observed ratio of nonperforming loans, adjusted for statistical noise, and the best-practice minimum ratio, that represents the bank’s proficiency at loan making; third, a statistical noise. The best-practice ratio of nonperforming loans, the ratio a bank would experience if it were fully efficient at credit-risk evaluation and loan monitoring, represents the inherent credit risk of the loan portfolio and is estimated by a stochastic frontier technique. We apply the technique to 2013 data on top-tier U.S. bank holding companies which we divide into five size groups. The largest banks with consolidated assets exceeding $250 billion experience the highest ratio of nonperformance among the five groups. Moreover, the inherent credit risk of their lending is the highest among the five groups. On the other hand, their inefficiency at lending is one of the lowest among the five. Thus, the high ratio of nonperformance of the largest financial institutions appears to result from lending to riskier borrowers, not inefficiency at lending. Small community banks under $1 billion also exhibit higher inherent credit risk than all other size groups except the largest banks. In contrast, their loan-making inefficiency is highest among the five size groups. Restricting the sample to publicly traded bank holding companies and gauging financial performance by market value, we find the ratio of nonperforming loans to total loans is on average negatively related to financial performance except at the largest banks. When nonperformance, adjusted for statistical noise, is decomposed into inherent credit risk and lending inefficiency, taking more inherent credit risk enhances market value at many more large banks while lending inefficiency is negatively related to market value at all banks. Market discipline appears to reward riskier lending at large banks and discourage lending inefficiency at all banks.
我们开发了一种新技术,将银行不良贷款占总贷款的比例分解为三个组成部分:首先,最低比例代表了考虑到银行贷款的数量和构成、这些贷款收取的平均合同利率以及平均GDP增长率和市场集中度等市场条件的最佳贷款实践;其次是比率,即银行观察到的不良贷款比率(经统计噪声调整后)与最佳实践最低比率(代表银行在贷款方面的熟练程度)之间的差异;第三,统计噪声。最佳实践不良贷款率,即银行在信用风险评估和贷款监控方面完全有效的比率,代表了贷款组合的内在信用风险,并由随机前沿技术估计。我们将这一技术应用于2013年美国顶级银行控股公司的数据,我们将这些公司分为五组。综合资产超过2500亿美元的大型银行的不良贷款率在五大银行中最高。此外,他们贷款的内在信用风险是五组中最高的。另一方面,它们的贷款效率是五家银行中最低的。因此,大型金融机构的高不良率似乎是由于向风险较高的借款人提供贷款,而不是贷款效率低下。规模在10亿美元以下的小型社区银行也比除大型银行以外的所有其他规模的银行都表现出更高的内在信用风险。相比之下,它们的贷款效率在五大银行中是最高的。将样本限制在上市银行控股公司,并通过市值衡量财务绩效,我们发现除大型银行外,不良贷款占总贷款的比例与财务绩效平均呈负相关。剔除统计噪声后,将不良业绩分解为固有信用风险和贷款无效率,更多大银行的内在信用风险增加了市场价值,而所有银行的贷款无效率与市场价值呈负相关。市场纪律似乎奖励了大型银行风险较高的贷款,并抑制了所有银行贷款效率低下的现象。
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引用次数: 6
Uncertainty and Cross-Border Banking Flows 不确定性与跨境银行流动
Pub Date : 2018-01-01 DOI: 10.5089/9781484336793.001
Sangyup Choi, D. Furceri
While global uncertainty—measured by the VIX—has proven to be a robust global “push” factor of international capital flows, there has been no systematic study assessing the role of country-specific uncertainty as a key (pull and push) factor of international capital flows. This paper tries to fill this gap in the literature by examining the effects of country-specific uncertainty shocks on cross-border banking flows using the confidential Bank for International Settlements Locational Banking Statistics data. The dyadic structure of this data allows to disentangle supply and demand factors and to better identify the effect of uncertainty shocks on cross-border banking flows. The results of this analysis suggest that: (i) uncertainty is both a push and pull factor that robustly predicts a decrease in both outflows (retrenchment) and inflows (stops); (ii) global banks rebalance their lending towards safer foreign borrowers from local borrowers when facing higher uncertainty; (iii) this rebalancing occurs only towards advanced economies (flight to quality), but not emerging market economies.
虽然全球不确定性(由波动率指数衡量)已被证明是国际资本流动的一个强大的全球“推动”因素,但尚未有系统的研究评估特定国家的不确定性作为国际资本流动的一个关键(拉和推)因素的作用。本文试图通过使用保密的国际清算银行位置银行统计数据来研究特定国家不确定性冲击对跨境银行流动的影响,从而填补文献中的这一空白。这种数据的二元结构可以理清供给和需求因素,并更好地确定不确定性冲击对跨境银行流动的影响。这一分析的结果表明:(i)不确定性既是一个推动因素,也是一个拉动因素,它有力地预测了流出(紧缩)和流入(停止)的减少;(ii)当面临更高的不确定性时,全球银行将贷款从本地借款人转向更安全的外国借款人;(iii)这种再平衡只发生在发达经济体(向质量转移),而不发生在新兴市场经济体。
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引用次数: 47
Feasibility Check: Transition to a New Regime for Bank Sovereign Exposure? 可行性检查:向银行主权风险敞口新制度过渡?
Pub Date : 2017-12-27 DOI: 10.2139/ssrn.3093508
Yannik Schneider, Sascha Steffen
Excessive sovereign debt exposures of banks contributed to the gravity of the financial and sovereign debt crisis in 2011 and 2012, as well as to the slow and asymmetric recovery of European countries. Various policies that improve banks’ resilience were introduced in recent years, however the regulatory regime for the sovereign debt exposure of banks has not changed. We identify four criteria that a new regime for bank sovereign exposures should fulfill: (1) attenuate the home bias to the domestic sovereign, (2) break the doom loop, (3) avoid a flight-to-quality of assets, and (4) mitigate risk spillovers. We assess the implications for banks’ balance sheets for five policy proposals, based on simulations on a sample of European banks. We show that none of the proposals would fulfill all four criteria in the absence of a safe asset. We conclude that a new regime for bank sovereign exposure should be conditional on restoring the value of sovereign bonds as a safe asset.
银行过度的主权债务敞口加剧了2011年和2012年金融和主权债务危机的严重性,也导致欧洲国家复苏缓慢且不对称。近年来出台了各种提高银行抗风险能力的政策,但针对银行主权债务敞口的监管制度并未改变。我们确定了银行主权风险敞口的新制度应该满足的四个标准:(1)减轻对国内主权的本土偏好,(2)打破厄运循环,(3)避免逃向优质资产,(4)减轻风险溢出。基于对欧洲银行样本的模拟,我们评估了五项政策建议对银行资产负债表的影响。我们表明,在没有安全资产的情况下,没有一个提议能够满足所有四个标准。我们的结论是,银行主权风险敞口的新制度应以恢复主权债券作为安全资产的价值为条件。
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引用次数: 4
Mortgage Modifications after the Great Recession: New Evidence and Implications for Policy 大衰退后的抵押贷款修改:新证据和政策含义
Pub Date : 2017-12-05 DOI: 10.2139/ssrn.3083560
Diana Farrell, Kanav Bhagat, Peter Ganong, P. Noel
In the aftermath of the Great Recession, various mortgage modification programs were introduced to help homeowners struggling to make their monthly mortgage payments remain in their homes. We use mortgage data at the individual borrower level, joined to credit card spending and deposit account data, to investigate the relative importance of changes in monthly mortgage payments and long-term mortgage debt on default and consumption. We first quantify the variation in payment reduction offered by these modification programs and then use the variation in payment and principal reduction experienced by program recipients to estimate the impact of payment and principal reduction on default and consumption. First, we find that payment reduction for borrowers with similar payment burdens varied by two to three times across different modification programs. Borrowers with a high mortgage payment to- income (PTI) ratio received more than twice the payment reduction from HAMP compared to the GSE program. Borrowers with a low mortgage PTI ratio received three times the payment reduction from the GSE program compared to HAMP. Second, a 10 percent mortgage payment reduction reduced default rates by 22 percent. Third, for borrowers who remained underwater, mortgage principal reduction had no effect on default. This suggests that “strategic default” was not the primary driver of default decisions for these underwater borrowers. Fourth, for borrowers who remained underwater, mortgage principal reduction had no effect on consumption. Finally, default was correlated with income loss, regardless of debt-to-income ratio or home equity. Mortgage default closely followed a substantial drop in income. This pattern held regardless of pre-modification mortgage PTI or loan-to-value ratio, suggesting that it was an income shock rather than a high payment burden or negative home equity that triggered default. These findings suggest that mortgage modification programs that are designed to target substantial payment reduction will be most effective at reducing mortgage default rates. Modification programs designed to reach affordability targets based on debt-to-income measures without regard to payment reduction or target a specific LTV ratio while leaving borrowers underwater may be less effective at reducing defaults. Furthermore, policies that help borrowers establish and maintain a suitable cash buffer that can be used to offset an income shock could be an effective tool to prevent mortgage default. Both high and low mortgage PTI borrowers experienced a similar income drop just prior to default, suggesting that even among those borrowers with “unaffordable” mortgages, it was a drop in income rather than a high level of payment burden that triggered default.
在大萧条之后,各种抵押贷款修改计划被引入,以帮助房主努力使他们的每月抵押贷款支付留在他们的房子里。我们使用个人借款人层面的抵押贷款数据,结合信用卡支出和存款账户数据,来调查每月抵押贷款支付和长期抵押贷款债务在违约和消费方面变化的相对重要性。我们首先量化了这些修改计划提供的付款减少的变化,然后使用计划接受者所经历的付款和本金减少的变化来估计付款和本金减少对违约和消费的影响。首先,我们发现,在不同的修改方案中,还款负担相似的借款人的还款减少幅度相差两到三倍。与GSE计划相比,高抵押贷款付款与收入(PTI)比率的借款人从HAMP获得的付款减少超过两倍。与HAMP相比,抵押贷款PTI比率低的借款人从GSE计划中获得的付款减少是HAMP的三倍。其次,减少10%的抵押贷款支付减少了22%的违约率。第三,对于资不抵债的借款人来说,减少抵押贷款本金对违约没有影响。这表明,“战略性违约”并不是这些资不抵债借款人做出违约决定的主要驱动因素。第四,对于仍然资不抵债的借款人,抵押贷款本金的减少对消费没有影响。最后,无论债务收入比或房屋净值如何,违约都与收入损失相关。抵押贷款违约紧随其后的是收入大幅下降。无论修改前抵押贷款PTI或贷款价值比如何,这种模式都成立,这表明触发违约的是收入冲击,而不是高支付负担或负房屋净值。这些发现表明,抵押贷款修改计划的目的是大幅减少支付将最有效地降低抵押贷款违约率。旨在达到基于债务收入比指标的负担能力目标的修改计划,而不考虑付款减少或目标特定的LTV比率,同时使借款人资不抵债,可能在减少违约方面效果较差。此外,帮助借款人建立和维持适当的现金缓冲以抵消收入冲击的政策可能是防止抵押贷款违约的有效工具。高抵押贷款PTI和低抵押贷款PTI借款人在违约前都经历了类似的收入下降,这表明即使在那些“负担不起”抵押贷款的借款人中,也是收入下降而不是高水平的支付负担引发了违约。
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引用次数: 21
The Impact of Oil Price Crisis on Financial Performance of Commercial Banks in Bahrain 油价危机对巴林商业银行财务绩效的影响
Pub Date : 2017-11-14 DOI: 10.21511/BBS.12(4).2017.01
Iqbal Thonse Hawaldar, B. Rohith, Prakash Pinto, Rajesha T.M.
Oil export is the major source of revenue for the countries in the Middle East. Their economies are sensitive to fluctuations in oil prices. The present study examines the impact of oil crisis on the performance of selected banks of Kingdom of Bahrain using profitability, efficiency, capital adequacy and liquidity ratios in the pre-crisis and crisis periods. The study reveals that there is no significant difference in the performance of banks in the pre-crisis and crisis period. The results indicate that there is a significant difference in the performance of сonventional banks and Islamic banks in the pre-crisis period. However, there is no significant difference in the performance of сonventional banks and Islamic banks during the crisis period.
石油出口是中东国家的主要收入来源。他们的经济对油价波动很敏感。本研究考察了石油危机对巴林王国选定银行在危机前和危机时期的盈利能力、效率、资本充足率和流动性比率的影响。研究发现,银行在危机前和危机时期的绩效没有显著差异。结果表明,危机前传统银行和伊斯兰银行的绩效存在显著差异。然而,在危机期间,传统银行和伊斯兰银行的绩效没有显著差异。
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引用次数: 11
Business Cycles and the Balance Sheets of the Financial and Non-Financial Sectors 商业周期和金融和非金融部门的资产负债表
Pub Date : 2017-11-06 DOI: 10.2139/ssrn.3066452
Alonso Villacorta
I propose and estimate a dynamic model of financial intermediation to study the different roles of the condition of banks’ and firms’ balance sheets in real activity. The net worth of firms determines their borrowing capacity both from households and banks. Banks provide risky loans to multiple firms and use their diversified portfolio as collateral to borrow from households. This intermediation process allows additional funds to flow from households to firms. Banks require net worth for intermediation as they are exposed to aggregate risk. The net worth of banks and firms are both state variables. In normal recessions, firm and bank net worth play the same role, so their sum determines the allocation of capital. During financial crises, shocks to bank net worth have an additional effect beyond that in standard financial frictions’ models. This mechanism works through intermediation and affects activity, even if shocks redistribute net worth from banks to firms. I estimate my model and find that the new mechanism accounts for 40% of the fall in output and 80% of the fall in bank net worth during the Great Recession. Finally, the model is consistent with the different dynamics of the share of bank loans in total firm debt and credit spreads during the recessions of 1990, 2001, and 2008. JEL Classification: E44, E32, G01
我提出并估计了一个金融中介的动态模型,以研究银行和公司资产负债表状况在实际活动中的不同作用。企业的净资产决定了他们从家庭和银行借贷的能力。银行向多家公司提供高风险贷款,并利用其多样化的投资组合作为向家庭借款的抵押品。这一中介过程允许额外的资金从家庭流向企业。银行需要净资产作为中介,因为它们面临总体风险。银行和公司的净值都是国家变量。在正常的经济衰退中,企业和银行净资产的作用相同,因此它们的总和决定了资本的配置。在金融危机期间,对银行净值的冲击会产生超出标准金融摩擦模型的额外影响。这种机制通过中介作用并影响经济活动,即使冲击将净值从银行重新分配给企业。我估计了我的模型,发现在大衰退期间,这种新机制造成了40%的产出下降和80%的银行净值下降。最后,该模型与1990年、2001年和2008年经济衰退期间银行贷款占企业总债务和信贷息差的不同动态是一致的。JEL分类:E44, E32, G01
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引用次数: 7
The Bank of the Future, the Future of Banking - An Empirical Analysis of European Banks 未来的银行,银行业的未来——对欧洲银行的实证分析
Pub Date : 2017-10-19 DOI: 10.2139/ssrn.3071742
Federico Giovanni Rega
Despite the conspicuous explosion of digital banking, mobile banking, fintech startups and the implications of AI adoption, there is a relative dearth of empirical studies that provide a quantitative analysis of the impact of the Fintech on banks' financial performance. Instead there is a significative literature on internet and multichannel banking and the latest studies seem to find a positive relationship with profitability. Based on this theoretical background and in-depth research – from different perspectives, considering both financial and legal implications of the phenomenon – this work provides an empirical analysis on a data panel of 38 European Banks for the period 2013-2015 (114 observations). The author presents research approach and hypotheses; then, there is a description of the data, methodology and results. Findings suggest: 1) the existence of a significant positive relationship between the technological innovation (fintech) and bank profitability; 2) the existence of a negative relationship between the number of physical branches and bank profitability. The author concludes by discussing the limitations and future research.
尽管数字银行、移动银行、金融科技创业公司和人工智能应用的影响出现了显著的爆炸式增长,但对金融科技对银行财务业绩的影响进行定量分析的实证研究相对缺乏。相反,有大量关于互联网和多渠道银行的文献,最新的研究似乎发现它们与盈利能力呈正相关。基于这一理论背景和深入研究——从不同的角度,考虑到这一现象的金融和法律含义——本研究对2013-2015年期间38家欧洲银行的数据面板进行了实证分析(114项观察结果)。作者提出了研究方法和假设;然后,对数据、方法和结果进行了描述。研究发现:1)技术创新(金融科技)与银行盈利能力之间存在显著的正相关关系;2)实体网点数量与银行盈利能力之间存在负相关关系。最后,作者讨论了研究的局限性和未来的研究方向。
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引用次数: 26
Dynamic Strategy for Renewal of US Financial Industry 美国金融业复兴的动态战略
Pub Date : 2017-08-21 DOI: 10.2139/ssrn.3023261
S. Rajan
We look at how dynamics of vision, position and acquisitions affect the fortunes of banks in United States - a dynamic strategy approach along with the advent of Human Capital in US Financial Industry.
我们着眼于动态的愿景、地位和收购如何影响美国银行的命运——随着人力资本在美国金融业的出现,这是一种动态的战略方法。
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引用次数: 0
How Have Banks Been Managing the Composition of High-Quality Liquid Assets? 银行如何管理高质量流动资产的构成?
Pub Date : 2017-08-01 DOI: 10.20955/r.101.177-201
J. Ihrig, Cindy M. Vojtech, G. Weinbach
We study banks' post-crisis liquidity management. We construct time series of U.S. banks' holdings of high-quality liquid assets (HQLA) and examine how these assets have been managed in recent years to comply with the Liquidity Coverage Ratio (LCR) requirement. We find that, in becoming LCR compliant, banks initially ramped up their stock of reserve balances. However, once the requirement was met, some banks subsequently shifted the compositions of their liquid portfolios significantly. This raises the question: What drives the compositions of banks? HQLA? We show that a risk-return framework can account for a range of potential portfolio compositions depending on banks? tolerance for interest rate risk. And, our data indicate that banks have indeed adopted a range of portfolio compositions, with some components exhibiting a high degree of daily variance. These findings lead us to conclude that about half of large banks are largely focused on risk-return conside rations in managing the compositions of their HQLA pools while the other half appear bound by other factors. We highlight the importance of our findings for both the transmission and implementation of monetary policy.
我们研究银行危机后的流动性管理。我们构建了美国银行持有的高质量流动资产(HQLA)的时间序列,并研究了近年来这些资产是如何管理的,以符合流动性覆盖率(LCR)的要求。我们发现,在符合LCR标准的过程中,银行最初增加了准备金余额。然而,一旦满足了这一要求,一些银行随后就大幅改变了其流动性投资组合的构成。这就提出了一个问题:是什么推动了银行的构成?HQLA吗?我们表明,风险回报框架可以解释一系列潜在的投资组合构成,这取决于银行?对利率风险的承受能力。而且,我们的数据表明,银行确实采用了一系列的投资组合组成,其中一些组成部分表现出高度的日常方差。这些发现使我们得出结论,大约一半的大型银行在管理其HQLA池的组成时主要关注风险回报考虑,而另一半则受到其他因素的约束。我们强调了我们的研究结果对货币政策传导和实施的重要性。
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引用次数: 34
The Aftermath of Corporate Default with Chinese Characteristics 中国特色企业违约后果分析
Pub Date : 2017-07-06 DOI: 10.2139/ssrn.2955110
Jing Ai, W. Bailey, Haoyu Gao, Xiaoguang Yang, Lin Zhao
We study lending, default, and default resolution with seven million loans by seventeen commercial banks to corporations across China from 2007 to 2013. Politically connected borrowers perform poorly on several dimensions of the lending process, even with improvements in bankruptcy law, government action at times of crisis, or listing on China's stock market. In contrast, evidence of relationship banking and improvements in some lending outcomes for other borrowers and in provinces with higher institutional and economic development suggest gradual though uneven emergence of a modern capital market.
我们研究了2007年至2013年中国17家商业银行向企业发放的700万笔贷款的贷款、违约和违约解决方案。有政治背景的借款人在贷款过程的几个方面表现不佳,即使破产法、政府在危机时的行动或在中国股市上市有所改善。相比之下,关系银行的证据以及其他借款人以及制度和经济发展程度较高的省份的某些贷款结果的改善表明,现代资本市场正在逐步出现,尽管不均衡。
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引用次数: 3
期刊
ERN: Commercial Banks (Topic)
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