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Global financial crisis versus COVID-19: Evidence from sentiment analysis 全球金融危机与新冠肺炎-19:来自情绪分析的证据
IF 1.2 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-04-19 DOI: 10.1111/infi.12412
Aktham Maghyereh, Hussein Abdoh

This study examines the relationship between sentiment and the realized volatility of returns for different asset classes (stocks, bonds, foreign currency, and commodities). Specifically, we aim to answer two key questions: first, how does sentiment relate to volatility during crises (mainly during the global financial crisis [GFC] and the COVID-19 pandemic)? Second, can sentiment be used to forecast volatility during crises? Using two nonparametric methods, mutual information and transfer entropy, we find that information sharing and transfer increased during the pandemic. We also find that sentiment information transfer to the volatility of assets differed between the GFC and the COVID-19 crisis. Since sentiment can reduce uncertainty around the realized variance of assets, we investigate the forecasting ability of sentiment during crises. We find that sentiment has a greater predictive power on realized volatility during crises, with a differential impact on volatility depending on the asset class. Our findings carry important implications for hedging, risk management and building models to predict variance during crises.

摘要本研究考察了不同资产类别(股票、债券、外汇和大宗商品)的情绪与实现收益波动率之间的关系。具体来说,我们的目标是回答两个关键问题:首先,在危机期间(主要是在全球金融危机[GFC]和COVID - 19大流行期间),情绪与波动之间的关系如何?其次,市场情绪能否用于预测危机期间的波动性?利用互信息和传递熵两种非参数方法,我们发现信息共享和传递在大流行期间增加了。我们还发现,在全球金融危机和COVID - 19危机之间,情绪信息对资产波动性的传递有所不同。由于情绪可以减少资产已实现方差的不确定性,我们研究了危机期间情绪的预测能力。我们发现,在危机期间,情绪对已实现波动率有更大的预测能力,对波动率的影响取决于资产类别。我们的发现对对冲、风险管理和建立模型来预测危机期间的方差具有重要意义。
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引用次数: 3
Content: International Finance 25/1 内容:国际金融25/1
IF 1.2 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-04-11 DOI: 10.1111/infi.12393
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引用次数: 0
Doubly heterogeneous monetary spillovers 双重异质货币溢出效应
IF 1.2 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-03-30 DOI: 10.1111/infi.12410
Nihar Shah

Monetary spillovers are heterogeneous in two ways: how central banks generate them and how countries receive them. First, the Fed is mostly unique in its ability to affect other countries' financial markets, among ten developed central banks. This is noteworthy given the lack of data on other central banks' spillovers. This paper makes public a novel data set of these ten central banks' monetary shocks to support future research. Second, the Fed affects recipient countries in different ways, with the bonds and currencies of countries with high-interest rates reacting differently than those of low-rate countries. This can help shed light on theories around the Fed's spillovers, and this paper demonstrates how the exact pattern is inconsistent with models in which developed central banks react to the Fed.

货币溢出效应在两个方面存在异质性:央行如何产生货币溢出效应,以及各国如何接受货币溢出效应。首先,在10个发达国家的中央银行中,美联储在影响其他国家金融市场的能力上是独一无二的。鉴于缺乏其他央行溢出效应的数据,这一点值得注意。本文公开了这十家央行货币冲击的新数据集,以支持未来的研究。其次,美联储以不同的方式影响受援国,高利率国家的债券和货币与低利率国家的债券和货币的反应不同。这有助于阐明有关美联储溢出效应的理论,而本文表明,这种确切模式与发达国家央行对美联储做出反应的模型是如何不一致的。
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引用次数: 0
Does the monetary policy regime matter in the effect of credit on growth? 在信贷对经济增长的影响中,货币政策机制是否重要?
IF 1.2 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-03-25 DOI: 10.1111/infi.12411
Amaia Altuzarra, Ricardo Bustillo, Carlos Rodríguez

This study sheds light on the finance–growth link by (i) carefully taking into account the lessons learned from the empirical literature, (ii) extending the period of analysis to include the years following the global financial crisis (GFC), (iii) adding the monetary-policy regime as a concomitant factor in this relation, and (iv) running different specifications and following a robust econometric approach. We find that the positive effect of finance via credit vanishes between the end of the 1990s and the beginning of the 2000s, coinciding with most countries reaching a high level of bank credit and with the GFC. This finding is also observed if an inverted U-shaped specification is used to capture the relation between finance and growth. As for the monetary-policy regime, the results reveal that the inflation-targeting strategy does not exert a positive influence on economic growth.

本研究通过以下方式揭示了金融与增长之间的联系:(i)仔细考虑了从实证文献中吸取的教训,(ii)延长了分析期限,将全球金融危机(GFC)之后的年份包括在内,(iii)将货币政策制度作为这一关系的伴随因素,以及(iv)运行不同的规范并遵循稳健的计量经济学方法。我们发现,在20世纪90年代末至21世纪初期间,信贷融资的积极影响消失了,这与大多数国家达到高水平的银行信贷和全球金融危机同时发生。如果使用倒u形规范来捕捉金融与增长之间的关系,也可以观察到这一发现。在货币政策机制方面,研究结果表明,通货膨胀目标制策略对经济增长没有积极影响。
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引用次数: 1
Foreign-funded credit: Funding the credit cycle? 外资信贷:为信贷周期提供资金?
IF 1.2 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-03-22 DOI: 10.1111/infi.12406
Patty Duijm

This study investigates what drives the credit cycle, focusing on the role of foreign-funded bank credit (FFC). Considering credit cycles in 41 countries over the period 1985–2015, this study finds that credit booms are associated with an increase in the share of FFC in an economy. This especially holds for emerging economies and for credit provided to nonfinancial corporations. The increased credit needs during a boom may cause the substitution of domestically funded credit by FFC, as the growth in FFC is less restricted than domestically funded credit, such as the domestic deposit base.

本研究探讨了驱动信贷周期的因素,重点关注外资银行信贷(FFC)的作用。考虑到1985年至2015年期间41个国家的信贷周期,本研究发现信贷繁荣与经济体中FFC份额的增加有关。这对新兴经济体和向非金融企业提供的信贷尤其适用。在经济繁荣时期,信贷需求的增加可能会导致FFC取代国内融资信贷,因为FFC的增长不像国内融资信贷(如国内存款基础)那样受到限制。
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引用次数: 0
Output fluctuations and portfolio flows to emerging economies: The role of monetary uncertainty 产出波动、投资组合资本流向新兴经济体:货币政策不确定性的作用
IF 1.2 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-03-21 DOI: 10.1111/infi.12409
Nguyen Ba Trung

This paper examines the role of monetary-policy uncertainty (MPU) in driving business cycles in emerging economies. We employ a Bayesian vector autoregression model with stochastic volatility as the mean for different emerging economies. We find that MPU works as a crucial driver of business cycles in emerging economies. First, we show that an MPU shock can trigger instability in emerging economies by provoking risk/volatility in both financial and exchange-rate markets. Second, an MPU shock can lead to a decline in both output growth and capital inflows in emerging economies. Our empirical results suggest that the central banks of emerging economies should attempt to improve transparency in their monetary policy-making by increasing the effectiveness of public communication and forward guidance.

本文考察了货币政策不确定性(MPU)在推动新兴经济体商业周期中的作用。我们采用随机波动率的贝叶斯向量自回归模型作为不同新兴经济体的均值。我们发现,MPU是新兴经济体商业周期的关键驱动因素。首先,我们表明,MPU冲击可能会引发金融和汇率市场的风险/波动,从而引发新兴经济体的不稳定。其次,MPU冲击可能导致新兴经济体产出增长和资本流入双双下降。我们的实证结果表明,新兴经济体的中央银行应该尝试通过增加公共沟通和前瞻性指导的有效性来提高其货币政策制定的透明度。
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引用次数: 0
Time-varying impacts of expectations on housing markets across hot and cold phases 在冷热阶段对房地产市场预期的时变影响
IF 1.2 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-03-20 DOI: 10.1111/infi.12408
MeiChi Huang

This study investigates time-varying roles of people's expectations in driving the US housing price and quantity dynamics using a Threshold Vector Autoregressive model. The expectation measure, a good-time-to-buy (GTTB) index, works as the threshold indicator to classify pessimism and optimism phases, and represents the model-based measure of uncertainty. There is strong evidence for regime switches in responses to shocks across the two phases. The results show that good and bad shocks play similar roles in housing markets. Tiny responses of GTTB to both large good and bad shocks in the two regimes suggest “too bad to be believed” and “too good to be believed” patterns. The estimation is biased as volatility shocks are neglected in the housing boom and bust.

本研究使用阈值向量自回归模型调查了人们的期望在推动美国房价和数量动态方面的时变作用。期望度量,即买入良机(GTTB)指数,作为区分悲观和乐观阶段的阈值指标,代表了基于模型的不确定性度量。有强有力的证据表明,在两个阶段的冲击下,制度会发生变化。结果表明,好冲击和坏冲击在房地产市场中起着相似的作用。GTTB对两个政权的大的好冲击和坏冲击的微小反应表明“坏得令人难以置信”和“好得令人难以置信”的模式。这种估计是有偏差的,因为波动性冲击在房地产繁荣和萧条中被忽略了。
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引用次数: 0
Inflation convergence over time: Sector-level evidence within Europe 通货膨胀随时间趋同:欧洲行业层面的证据
IF 1.2 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-03-08 DOI: 10.1111/infi.12407
Hakan Yilmazkuday

This paper investigates inflation convergence among European countries by using sector-level data for the period between 1997:M1 and 2019:M12. Panel unit root tests at the country-sector level are conducted by using moving windows, which are useful for analyzing changes in inflation convergence and the corresponding speed of convergence over time. The results suggest that there is evidence for inflation convergence for the majority of sectors within Europe, although certain countries have experienced disruptions, especially during the 2008 financial crisis. Regarding the speed of inflation convergence, the average half-life across European countries decreased from about 15 months to about 8 months during the sample period. Important sector-level implications follow for European Union (EU) candidate countries and non-euro EU member countries in regard to the Maastricht Treaty.

本文通过使用1997年M1至2019年M12期间的部门级数据,研究了欧洲国家之间的通货膨胀趋同。国家部门一级的小组单位根检验使用移动窗口进行,这有助于分析通货膨胀趋同的变化和相应的趋同速度随时间的变化。结果表明,尽管某些国家经历了中断,特别是在2008年金融危机期间,但欧洲大多数部门都有通胀趋同的证据。关于通货膨胀趋同的速度,在样本期间,欧洲国家的平均半衰期从大约15个月下降到大约8个月。《马斯特里赫特条约》对欧洲联盟(欧盟)候选国和非欧元欧盟成员国产生了重要的部门级影响。
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引用次数: 1
Gauging the effect of investor overconfidence on trading volume from the perspective of the relationship between lagged stock returns and current trading volume 从滞后股票收益率与当前交易量的关系看投资者过度自信对交易量的影响
IF 1.2 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-03-01 DOI: 10.1111/infi.12405
Jiayu Huang, Yifan Wang, Yaojun Fan, Hexuan Li

Is investor overconfidence a major source of stock-market trading volume? This study refers to the work of Grossman and Odean, introduces the assumption of investor overconfidence and empirically examines the influence of investor overconfidence on market trading volume in China's A-share market through a vector autoregressive model estimation and Granger causality test. We find that overconfidence and self-attribution exist in China's A-share market. When the market is on an upswing, investors attribute large returns to the accuracy of their private information and the quality of their investment abilities; thus they trade more frequently, causing trading volume to increase more quickly. Conversely, when the market is on a downswing, investors attribute their investment losses to uncontrollable external factors; thus they become unwilling to trade, causing trading volume to shrink rapidly.

投资者过度自信是股市交易量的主要来源吗?本文借鉴Grossman和Odean的研究成果,引入投资者过度自信的假设,通过向量自回归模型估计和Granger因果检验实证检验了投资者过度自信对中国a股市场交易量的影响。我们发现中国a股市场存在过度自信和自我归因。当市场处于上升期时,投资者将高额回报归因于其私人信息的准确性和投资能力的质量;因此,他们交易更频繁,导致交易量增长更快。相反,当市场下行时,投资者将其投资损失归因于不可控的外部因素;因此,他们变得不愿意交易,导致交易量迅速萎缩。
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引用次数: 4
Financial structure convergence 金融结构趋同
IF 1.2 4区 经济学 Q3 BUSINESS, FINANCE Pub Date : 2022-02-23 DOI: 10.1111/infi.12403
Can Sever

Financial structure, the degree to which a country's financial system is market- or bank-based, matters for economic outcomes. Hence, it is important to understand the drivers of financial structure. This paper sheds light on this issue and explores a specific mechanism in the evolution of financial structure, namely convergence. Financial structure is shown to converge across countries over time. This pattern remains similar even after controlling for macroeconomic and institutional factors, or for banking sector characteristics. It is not specific to a region, and appears to be similarly strong around the globe. However, financial structure convergence is somewhat weaker in the emerging market and developing economies relative to the advanced economies. Given the role of financial structure in economic performance, these findings have implications for macroeconomic and financial policies. Moreover, bridging cross-country gaps in financial structure has potential consequences for income differences across countries.

金融结构,即一国金融体系以市场或银行为基础的程度,对经济结果至关重要。因此,了解金融结构的驱动因素是很重要的。本文对这一问题进行了阐释,并探讨了金融结构演化的具体机制,即趋同。随着时间的推移,各国的金融结构趋于一致。即使在控制了宏观经济和制度因素或银行业特征之后,这种模式仍然相似。它并非特定于某个地区,似乎在全球范围内都同样强劲。然而,相对于发达经济体,新兴市场和发展中经济体的金融结构趋同程度有所减弱。鉴于金融结构在经济绩效中的作用,这些发现对宏观经济和金融政策具有启示意义。此外,弥合金融结构的跨国差距对各国之间的收入差异具有潜在影响。
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引用次数: 1
期刊
International Finance
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