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Decomposition of non-performing loans dynamics into a debt-servicing capacity and a risk taking indicators 将不良贷款动态分解为偿债能力指标和风险承担指标
IF 3.4 3区 经济学 Q1 Economics, Econometrics and Finance Pub Date : 2024-05-06 DOI: 10.1016/j.qref.2024.04.007
Santiago Gamba-Santamaria , Luis Fernando Melo-Velandia , Camilo Orozco-Vanegas

Using Colombian credit vintage data, we decompose non-performing loans into two main components: one capturing the evolution of borrowers’ payment capacity and another reflecting changes in the credit risk assumed by banks when granting loans. We employ intrinsic estimators and penalized regression techniques to address the perfect multicollinearity inherent in the model. Our analysis reveals that these two components have evolved differently over time and that they interact with the real and credit cycles distinctively. In particular, we find that a favorable economic environment and loose financial conditions improve the payment capacity of borrowers to meet their obligations, but coincide with increased risk-taking by financial institutions. Finally, we advocate for the adoption of this decomposition as a policy tool, easily applicable by financial and economic authorities with access to a continuous flow of credit vintage data. This methodology facilitates the identification of credit risk origins, thereby informing economic policies aimed at mitigating systemic financial risks.

利用哥伦比亚的信贷年份数据,我们将不良贷款分解为两个主要部分:一部分反映借款人支付能力的变化,另一部分反映银行发放贷款时所承担的信贷风险的变化。我们采用了内在估计器和惩罚回归技术来解决模型中固有的完全多重共线性问题。我们的分析表明,随着时间的推移,这两个部分的演变有所不同,它们与实际周期和信贷周期的相互作用也截然不同。特别是,我们发现,有利的经济环境和宽松的金融条件提高了借款人履行义务的支付能力,但与此同时,金融机构的风险承担却增加了。最后,我们主张将这种分解方法作为一种政策工具,便于金融和经济当局在获得持续不断的信贷年份数据后加以应用。这种方法有助于确定信贷风险的起源,从而为旨在降低系统性金融风险的经济政策提供信息。
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引用次数: 0
The new bond on the block — Designing a carbon-linked bond for sustainable investment projects 新债券--为可持续投资项目设计与碳挂钩的债券
IF 3.4 3区 经济学 Q1 Economics, Econometrics and Finance Pub Date : 2024-05-06 DOI: 10.1016/j.qref.2024.04.010
Niklas Dahlen, Rieke Fehrenkötter, Maximilian Schreiter

Over the last decade, the green bond market experienced strong growth rates fueled by the need to combat climate change. However, the discourse on enhancing the effectiveness of green bonds primarily revolves around regulatory measures, often overlooking the possibility of designing inherent incentives. We show that a green bond with a coupon structure positively related to the carbon price development stimulates (early) investment in an emission-reducing project and creates higher net present values (NPVs) when applied in project financing. In our simulation-based framework, we model carbon prices using a geometric Brownian motion, and create a general optimal stopping time problem regarding the start of the project. The green bond in our setting carries the risk of default, also mitigated by its carbon price-linked coupon structure.

在过去十年中,绿色债券市场在应对气候变化的需求推动下经历了强劲的增长。然而,关于提高绿色债券有效性的讨论主要围绕监管措施展开,往往忽略了设计内在激励措施的可能性。我们的研究表明,票面结构与碳价格发展正相关的绿色债券可刺激对减排项目的(早期)投资,并在项目融资中创造更高的净现值(NPV)。在我们的模拟框架中,我们使用几何布朗运动对碳价格进行建模,并创建了一个关于项目启动的一般最优停止时间问题。在我们的设定中,绿色债券具有违约风险,但其与碳价格挂钩的票面结构也减轻了这一风险。
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引用次数: 0
Stability and economic performances in the banking industry: The case of China 银行业的稳定性和经济表现:中国案例
IF 3.4 3区 经济学 Q1 Economics, Econometrics and Finance Pub Date : 2024-05-03 DOI: 10.1016/j.qref.2024.04.009
Yong Tan , Barnabé Walheer

We estimate stability performances in the Chinese banking industry over the 2007–2017 period using four risk indicators under nonparametric modelling. We are the first to calculate the risk indicator shadow prices, and we use a new way of studying the relationship between stability and economic performance. In particular, we reexamine stability performances when banks achieve their best economic performances. This questions the existence of stability rents, which form a prime reason for the banking authority to consider economic performance. Finally, we verify whether ownership has an impact on our results and investigate the role of the interest rate liberalization reforms.

在非参数模型下,我们使用四个风险指标估算了 2007-2017 年间中国银行业的稳定性表现。我们首次计算了风险指标的影子价格,并采用了一种新的方法来研究稳定性与经济表现之间的关系。特别是,我们重新研究了银行实现最佳经济表现时的稳定性表现。这就质疑了稳定性租金的存在,而稳定性租金是银行当局考虑经济表现的主要原因。最后,我们验证了所有权是否对我们的结果产生影响,并研究了利率自由化改革的作用。
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引用次数: 0
Hacks and the price synchronicity of bitcoin and ether 黑客攻击与比特币和以太币价格的同步性
IF 3.4 3区 经济学 Q1 Economics, Econometrics and Finance Pub Date : 2024-04-23 DOI: 10.1016/j.qref.2024.04.008
Jying-Nan Wang , Samuel A. Vigne , Hung-Chun Liu , Yuan-Teng Hsu

We use intraday trading data from the Kraken exchange to calculate the daily price synchronicity of Bitcoin and Ether from February 2018 to December 2022. We then use a comprehensive report provided by christalblockchain.com to investigate the impact of hacks on price synchronicity between the top two cryptocurrencies. Our results show that price synchronicity, as measured by the realized correlation, is consistently positive throughout the sample period, with only one (negative) exception. We further uncover a positive relationship between hacking events and the future price synchronicity of Bitcoin and Ether. This result is robust to an alternative price synchronicity measure.

我们使用 Kraken 交易所的日内交易数据,计算了 2018 年 2 月至 2022 年 12 月期间比特币和以太币的每日价格同步性。然后,我们利用christalblockchain.com提供的综合报告来研究黑客攻击对这两种顶级加密货币之间价格同步性的影响。我们的研究结果表明,以已实现相关性衡量的价格同步性在整个样本期间始终为正,只有一个例外(负值)。我们进一步发现,黑客攻击事件与比特币和以太币的未来价格同步性之间存在正相关关系。这一结果在使用其他价格同步性衡量标准时也是稳健的。
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引用次数: 0
Dual effects of investor sentiment and uncertainty in financial markets 投资者情绪和不确定性对金融市场的双重影响
IF 3.4 3区 经济学 Q1 Economics, Econometrics and Finance Pub Date : 2024-04-21 DOI: 10.1016/j.qref.2024.04.006
Sangik Seok , Hoon Cho , Doojin Ryu

This study investigates the interplay between firm-level investor sentiment and uncertainty in financial markets. We demonstrate that investor sentiment significantly influences short-term stock market returns, particularly when there is an increase in firm-level uncertainty. This correlation becomes weaker among firms experiencing a decrease in uncertainty. The cross-sectional effect of sentiment is more pronounced during periods of heightened uncertainty, as evidenced by the higher returns of sentiment-based long-short portfolios under these conditions. Our findings are robust to adjusting for various factors and using alternative uncertainty and sentiment measures.

本研究探讨了金融市场中公司层面的投资者情绪与不确定性之间的相互作用。我们证明,投资者情绪对短期股市回报有重大影响,尤其是当公司层面的不确定性增加时。这种相关性在不确定性下降的公司中变得较弱。在不确定性增加的时期,情绪的横截面影响更为明显,在这种情况下,基于情绪的多空投资组合的回报率更高就是证明。我们的研究结果在对各种因素进行调整以及使用其他不确定性和情绪衡量标准时都是稳健的。
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引用次数: 0
Energy-related uncertainty and international stock market volatility 与能源相关的不确定性和国际股市波动性
IF 3.4 3区 经济学 Q1 Economics, Econometrics and Finance Pub Date : 2024-04-18 DOI: 10.1016/j.qref.2024.04.005
Afees A. Salisu , Ahamuefula E. Ogbonna , Rangan Gupta , Elie Bouri

This paper predicts the daily return volatility of 28 advanced and developing stock markets using monthly metrics of the corresponding country and global energy-related uncertainty indexes (EUIs) recently proposed in the literature. Using data in their “natural” frequencies to avoid aggregation bias, the results show that country-specific and global EUIs have predictive powers for stock returns volatility for the in-sample periods, with increased levels of EUIs exhibiting the tendency to heighten volatility. This predictability also withstands various out-of-sample forecast horizons, implying that EUI is a statistically relevant predictor in the out-of-sample analysis. The forecast precision of the GARCH-MIDAS model is improved by incorporating global EUIs relatively more than country-specific EUIs. The robustness of the findings with respect to the choice of EUI and sample definition is further confirmed. The outcomes have important policy implications for the concerned stakeholders who are concerned with stability in the global financial system and economy.

本文利用文献中最近提出的相应国家和全球能源相关不确定性指数(EUIs)的月度指标,预测了 28 个发达和发展中股票市场的日收益波动性。使用 "自然 "频率的数据以避免汇总偏差,结果表明,特定国家和全球 EUI 对样本期内的股票收益波动具有预测能力,EUI 水平的增加会表现出波动加剧的趋势。这种预测能力也经受住了各种样本外预测期限的考验,这意味着欧盟指数在样本外分析中是一个统计相关的预测因子。GARCH-MIDAS 模型的预测精度因纳入全球 EUI 相对多于具体国家的 EUI 而得到提高。研究结果对欧盟指数的选择和样本定义的稳健性得到了进一步证实。这些结果对关注全球金融体系和经济稳定的相关利益方具有重要的政策意义。
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引用次数: 0
Do ESG disclosures mitigate investors’ reaction on mining disasters? Evidence from Brazil 环境、社会和治理信息披露能否减轻投资者对矿业灾难的反应?巴西的证据
IF 3.4 3区 经济学 Q1 Economics, Econometrics and Finance Pub Date : 2024-04-18 DOI: 10.1016/j.qref.2024.04.003
Inés Merino Fdez-Galiano , José Manuel Feria-Dominguez

The purpose of this paper is to examine the investors´ reaction to the largest ecological disasters –Samarco (2015) and Brumadinho (2019)– occurred in Minas Gerais (Brazil). Applying a short-term event study analysis, we test the stock and Credit Default Swap (CDS) market´s on the mining sector. Moreover, a cross-sectional analysis is performed testing the effect of ESG disclosures on the market reaction –in terms of Cumulative Abnormal Returns, CAR– on the competitors of Vale S.A., the company involved in such ecological catastrophes. Our findings show a statistically significant reaction in both events. Investors´ react negatively and immediately in the case of Vale for both events; CARs are statistically significant for the shorter windows. However, investors react differently in the mining sector sample –excluding Vale–. While CARs are negative in Samarco, investors do so positively in the case of Brumadinho. In that sense, investors seemed as if they switch their perceptions from this first event –Samarco–in comparison to the most recent one –Brumadinho– rewarding the increase of ESG disclosures in the meantime and mitigating a negative contagion effect in the mining sector. The impact on the CDS market is also found positive in mining sector.

本文旨在研究投资者对巴西米纳斯吉拉斯州发生的最大生态灾难--Samarco(2015 年)和 Brumadinho(2019 年)--的反应。通过短期事件研究分析,我们检验了采矿业的股票和信用违约掉期(CDS)市场。此外,我们还进行了一项横截面分析,以累计异常收益率(CAR)的形式测试了 ESG 信息披露对淡水河谷公司(Vale S.A.,涉及此类生态灾难的公司)竞争对手的市场反应的影响。我们的研究结果表明,在这两个事件中,投资者的反应都具有统计学意义。在这两个事件中,投资者对淡水河谷公司的反应都是负面和直接的;在较短的时间窗口内,CAR 在统计上是显著的。然而,在采矿业样本(不包括淡水河谷)中,投资者的反应有所不同。Samarco 公司的资本充足率为负值,而 Brumadinho 公司的资本充足率则为正值。从这个意义上说,与最近发生的事件(布鲁马迪尼奥)相比,投资者似乎从第一个事件(萨马科事件)中转换了看法,因为在此期间增加了环境、社会和公司治理方面的信息披露,减轻了采矿业的负面传染效应。采矿业对 CDS 市场的影响也是积极的。
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引用次数: 0
Customer concentration, managerial risk aversion, and hostile takeover threats 客户集中度、管理风险规避和恶意收购威胁
IF 3.4 3区 经济学 Q1 Economics, Econometrics and Finance Pub Date : 2024-04-16 DOI: 10.1016/j.qref.2024.04.004
Pattanaporn Chatjuthamard , Pornsit Jiraporn , Sang Mook Lee , Pattarake Sarajoti

Exploiting a unique measure of takeover vulnerability principally based on the staggered passage of anti-takeover state legislations, we investigate how customer concentration is influenced by the discipline of the market for corporate control, which is widely regarded as a crucial instrument of external corporate governance. Our results demonstrate that more takeover exposure raises customer concentration considerably. Specifically, a rise in takeover susceptibility by one standard deviation increases customer concentration by 8.10%− 9.16%. When insulated from the discipline of the takeover market, risk-averse managers prefer to live a quiet life, trying to reduce firm risk. Consequently, they seek to lower customer concentration as a high level of customer concentration is risky. Therefore, firms more exposed to hostile takeovers exhibit higher customer concentration. Further analysis including entropy balancing, propensity score matching, and instrumental-variable analysis validates the results. Our study is the first to link customer concentration to the market for corporate control.

我们利用主要基于反收购国家立法交错通过的独特收购脆弱性衡量标准,研究了客户集中度如何受到公司控制权市场约束的影响,后者被广泛视为外部公司治理的重要工具。我们的研究结果表明,更多的收购风险会大大提高客户集中度。具体来说,收购敏感度每上升一个标准差,客户集中度就会提高 8.10%-9.16%。在不受收购市场约束的情况下,规避风险的经理人更愿意过平静的生活,努力降低公司风险。因此,他们会设法降低客户集中度,因为客户高度集中是有风险的。因此,更容易受到敌意收购的公司会表现出更高的客户集中度。包括熵平衡、倾向得分匹配和工具变量分析在内的进一步分析验证了上述结果。我们的研究首次将客户集中度与企业控制权市场联系起来。
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引用次数: 0
Social pension insurance and household risky asset investment: Evidence from China 社会养老保险与家庭风险资产投资:来自中国的证据
IF 3.4 3区 经济学 Q1 Economics, Econometrics and Finance Pub Date : 2024-04-16 DOI: 10.1016/j.qref.2024.04.001
Jingrong Li , Xinyu Mi , Chenlei Zhang , Yanran Qin

Using the data from the 2013, 2015, and 2017 waves of the China Household Finance Survey, this paper explores the impact of participation in social pension insurance on household risky asset investment with the time-varying difference-in-difference model. The research findings indicate that, in urban areas, insured households are 2.3% more likely to invest in risky assets compared to uninsured households, and the share invested in risky assets is 0.8% higher. This positive effect is more pronounced for households with a higher level of risk preference. At the same time, there is no significant difference in the probability or proportion of risky assets allocation between insured and uninsured households in rural areas. These findings have important policy implications. When the government reforms the social pension insurance system or allocates public resources in the future, they can consider gradually breaking the dual urban-rural structure in the pension insurance system to alleviate concerns among rural households regarding uncertainties.

本文利用中国家庭金融调查 2013 年、2015 年和 2017 年的数据,采用时变差分模型探讨了参加社会养老保险对家庭风险资产投资的影响。研究结果表明,在城镇地区,与未参保家庭相比,参保家庭投资风险资产的可能性高出 2.3%,投资风险资产的比例高出 0.8%。对于风险偏好水平较高的家庭来说,这种积极影响更为明显。同时,农村地区投保家庭和未投保家庭在风险资产配置的概率或比例上没有显著差异。这些发现具有重要的政策含义。未来政府在改革社会养老保险制度或配置公共资源时,可以考虑逐步打破养老保险制度中的城乡二元结构,以减轻农村家庭对不确定性的担忧。
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引用次数: 0
Factor returns and FOMC announcements: The role of sentiment 因子回报与 FOMC 公告:情绪的作用
IF 2.9 3区 经济学 Q1 ECONOMICS Pub Date : 2024-04-15 DOI: 10.1016/j.qref.2024.03.014
George Dotsis , Carlo Rosa

We examine the dynamics of long-short factor returns on FOMC announcement days and the role of sentiment. We find that factor returns are negative on FOMC announcement days. Moreover, on these days returns are significantly lower following low sentiment periods. Hence, investor sentiment is a key driver of factor returns on FOMC days and this effect emanates mainly from the short portfolio leg of each factor.

我们研究了 FOMC 公布日多空因素回报的动态以及情绪的作用。我们发现,因子收益在 FOMC 公布日为负值。此外,在这些日子里,情绪低迷时期的回报率明显较低。因此,投资者情绪是 FOMC 日因子回报的主要驱动因素,而这种影响主要来自每个因子的空头投资组合。
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引用次数: 0
期刊
Quarterly Review of Economics and Finance
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