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Interdependencies of COVID-19 and Financial Equity Markets: A Case of Five Most Affected COVID-19 Countries—A Wavelet Transformed Coherence Approach COVID-19 与金融股票市场的相互依存关系:受 COVID-19 影响最大的五个国家的案例--小波变换一致性方法
IF 1.7 Q2 ECONOMICS Pub Date : 2024-07-30 DOI: 10.1007/s10690-024-09484-5
Muhammad Iftikhar ul Husnain, Md Shabbir Alam, Nasrullah Nasrullah, Muhammad Aamir Khan

This study applied novel wavelet techniques to daily stock returns and COVID-19 case data from January 22, 2020, to March 31, 2022, for the five most COVID-affected countries (US, India, Brazil, France, and Turkey). We discovered that pandemic cases have a negative effect on stock returns across all nations. All countries except Turkey’s equity market returns and COVID-19 cases exhibit specific short-run and consistent long-run coherence. This study contributes to the existing literature about the financial implications of the pandemic. The current study empirically examine the positive/negative, long/short-run, and leading/lagging dependence of COVID-19 and financial equity markets of the top 5 COVID-19 affected countries. The current findings reveal particularized short-run and consistent long-run coherence among COVID-19 cases and equity market returns of all the sample countries except Turkey, and specified short-run and consistent long-run coherence of USA COVID-19 cases with Brazil, France, India, and Turkey stock markets returns, respectively. Furthermore, this study will augment the knowledge of the policy maker to ward off crises created by any future pandemic by their understanding of the stock market reaction to such unwarranted situations. This study will also guide the investment professional in making the right decision to mitigate risks arising from the pandemic.

本研究将新型小波技术应用于 2020 年 1 月 22 日至 2022 年 3 月 31 日受 COVID 影响最严重的五个国家(美国、印度、巴西、法国和土耳其)的每日股票回报率和 COVID-19 病例数据。我们发现,大流行病对所有国家的股票回报率都有负面影响。除土耳其的股票市场回报率和 COVID-19 案例外,所有国家的股票市场回报率都表现出特定的短期一致性和一致的长期一致性。本研究为有关大流行病金融影响的现有文献做出了贡献。本研究以实证方法检验了 COVID-19 与受 COVID-19 影响最大的 5 个国家的金融股票市场之间的正向/负向、长期/短期以及领先/滞后依赖关系。目前的研究结果表明,除土耳其外,COVID-19 案例与所有样本国家的股票市场收益之间存在特定的短期一致性和一致的长期一致性;美国 COVID-19 案例与巴西、法国、印度和土耳其股票市场收益之间分别存在特定的短期一致性和一致的长期一致性。此外,本研究还将增加决策者的知识,使其了解股市对此类不必要情况的反应,从而抵御未来任何流行病造成的危机。本研究还将指导投资专业人士做出正确决策,以降低大流行病带来的风险。
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引用次数: 0
Investors’ Behavioral Intention in Mutual Fund Investments in India: Applicability of Theory of Planned Behavior 印度共同基金投资中的投资者行为意向:计划行为理论的适用性
IF 1.7 Q2 ECONOMICS Pub Date : 2024-07-29 DOI: 10.1007/s10690-024-09477-4
Heena Thanki, Naliniprava Tripathy, Sweety Shah

This study examines the impact of subjective norm, attitude and perceived control behavior (financial literacy) on investors’ behavioral intention to invest in mutual funds based on the theory of planned behavior. We have applied Structural Equation Modelling - path analysis to examine the influence of financial literacy, subjective norms, and attitude on the behavioral investment intention of mutual fund investors. The study’s findings indicate that Investors’ choice to invest in a mutual fund is positively prejudiced by their subjective norms, attitude, and financial literacy. Subjective norms significantly influence investment decisions more than attitude and financial literacy. Age, gender, and level of education have no moderating effect on attitude, subjective norms, and financial literacy. The study is proved to be unique to the literature on behavioral finance. The study’s findings are eye-opening as the investment intentions in the mutual fund are influenced by subjective norms, indirectly signaling that investors lack awareness of mutual fund investment.

本研究以计划行为理论为基础,探讨了主观规范、态度和感知控制行为(金融知识)对投资者投资共同基金行为意向的影响。我们运用结构方程模型--路径分析来研究金融知识、主观规范和态度对共同基金投资者行为投资意向的影响。研究结果表明,投资者对共同基金投资的选择受其主观规范、态度和金融知识的积极影响。与态度和金融知识相比,主观规范对投资决策的影响更大。年龄、性别和教育水平对态度、主观规范和金融知识没有调节作用。事实证明,这项研究在行为金融学文献中是独一无二的。研究结果令人大开眼界,因为共同基金投资意向受到主观规范的影响,间接表明投资者缺乏共同基金投资意识。
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引用次数: 0
Risk Perception as a Predictor of Heuristic Biases: The Role of Sex and Age 风险认知是启发式偏差的预测因素:性别和年龄的作用
IF 1.7 Q2 ECONOMICS Pub Date : 2024-07-20 DOI: 10.1007/s10690-024-09481-8
Shashank Kathpal, Asif Akhtar, Syed Khusro Chishty, Farrukh Rafiq

This paper analyzes the relationship between investors’ risk perception, heuristic biases (overconfidence, representativeness, availability bias, and anchoring bias), and the moderating role of sex and age. Since it is evident from the literature that investor risk perceptions affect investors rationally, the study explores the impact of risk perception on mental shortcuts or heuristic decision-making. The authors collected the data from 447 individual investors using a self-administered questionnaire to investigate the proposed phenomenon. After confirming the validity and reliability of the data obtained, we employed structural equation modeling to evaluate the relationship between risk perception and heuristic biases. We used process macro to scrutinize the moderating effect of sex and age in the mentioned constructs. The study demonstrates that risk perception affects three heuristic biases (i.e. anchoring, representativeness, and availability bias). Further, the outcome exhibits that the sex of a person moderates the relationship between risk perception and availability bias. The study could be helpful for individual investors, investment advisors, and policymakers. The investment advisor can gain insights into the different mental shortcuts their customers take to guide them appropriately. Governments and relevant policymakers can gain insights into the roadblocks to rational investment decisions to ensure the correct appraisal of the stock market. The present study fills the necessity to realize the effect of investors’ risk perception on decision-making heuristics and the moderating role of sex and age in the phenomenon.

本文分析了投资者的风险认知、启发式偏差(过度自信、代表性、可得性偏差和锚定偏差)之间的关系,以及性别和年龄的调节作用。从文献中可以明显看出,投资者的风险认知会影响投资者的理性,因此本研究探讨了风险认知对心理捷径或启发式决策的影响。作者使用自制问卷收集了 447 名个人投资者的数据,以调查所提出的现象。在确认所获数据的有效性和可靠性后,我们采用结构方程模型来评估风险认知与启发式偏差之间的关系。我们采用过程宏法仔细研究了性别和年龄对上述建构的调节作用。研究表明,风险认知会影响三种启发式偏差(即锚定偏差、代表性偏差和可得性偏差)。此外,研究结果表明,性别会调节风险认知与可得性偏差之间的关系。这项研究对个人投资者、投资顾问和政策制定者都有帮助。投资顾问可以深入了解客户所走的不同心理捷径,从而为他们提供适当的指导。政府和相关政策制定者可以深入了解理性投资决策的障碍,以确保对股市的正确评价。本研究有助于了解投资者的风险认知对决策启发式的影响,以及性别和年龄在这一现象中的调节作用。
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引用次数: 0
The Tail Dependence and Lead-Lag Relationship in Financial Markets 金融市场的尾部依赖性和滞后关系
IF 1.7 Q2 ECONOMICS Pub Date : 2024-07-20 DOI: 10.1007/s10690-024-09479-2
Muhammad Mar’I, Mehdi Seraj

The increased interconnection among financial markets and their susceptibility to economic and political fluctuations have spurred investors to seek out markets capable of offering hedging mechanisms for their diversified portfolios. This study aims to elucidate the intricate web of interdependence among various financial markets, namely oil Brent, global equity, green investment, Cryptocurrency, and Islamic markets, focusing on the analysis of tail dependence and lead-lag relationships within bullish and bearish contexts. Employing copula and wavelet techniques on data spanning from January 2014 to December 2022, the results indicate distinctive patterns of dependency and interaction among the examined financial markets. Notably, the observed dependency between specific markets does not extend uniformly across all markets, implying a bilateral influence that does not significantly impact the performance of unrelated markets. However, a noteworthy exception arises in the relationship between the Brent and crypto markets, where the influence may propagate to the green market during both bullish and bearish periods. Further analysis reveals that during bullish periods, the strongest dependence between Brent and green markets reaches 38%, contrasting with a 7% dependency during bearish periods. Additionally, a dependency of 25% is observed between global and green markets, consistent across both bullish and bearish conditions. Furthermore, the interaction between Brent and Crypto markets affects the green market by 5% during both bullish and bearish periods. These findings contribute to a deeper understanding of the dynamics within financial markets and offer valuable insights for investors seeking to manage risks and optimize their investment strategies.

金融市场之间的相互联系日益紧密,而且容易受到经济和政治波动的影响,这促使投资者寻找能够为其多元化投资组合提供对冲机制的市场。本研究旨在阐明布伦特原油、全球股票、绿色投资、加密货币和伊斯兰市场等不同金融市场之间错综复杂的相互依存关系,重点分析牛市和熊市背景下的尾部依赖性和领先滞后关系。通过对 2014 年 1 月至 2022 年 12 月期间的数据采用协整和小波技术,研究结果表明所研究的金融市场之间存在独特的依赖和互动模式。值得注意的是,所观察到的特定市场之间的依赖关系并没有在所有市场中统一延伸,这意味着双边影响并不会对无关市场的表现产生显著影响。不过,值得注意的例外情况出现在布伦特市场和加密货币市场之间的关系中,在牛市和熊市期间,这种影响可能会传播到绿色市场。进一步的分析表明,在看涨时期,布伦特市场和绿色市场之间的依赖性最强,达到 38%,而在看跌时期,依赖性仅为 7%。此外,全球市场和绿色市场之间的依存度为 25%,这在看涨和看跌的情况下都是一致的。此外,在看涨和看跌期间,布伦特和加密货币市场之间的相互作用对绿色市场的影响均为 5%。这些发现有助于加深对金融市场内部动态的理解,并为投资者管理风险和优化投资策略提供了宝贵的见解。
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引用次数: 0
Dynamic Spillovers Among Equity, Gold and Oil Markets During COVID and Russia-Ukraine War: Evidence from India COVID 和俄乌战争期间股票、黄金和石油市场的动态溢出效应:来自印度的证据
IF 1.7 Q2 ECONOMICS Pub Date : 2024-07-17 DOI: 10.1007/s10690-024-09482-7
Paramita Mukherjee, Samaresh Bardhan

The interactions among equity and commodity market prices and their volatility provide valuable information to market participants. This paper explores such dynamic interrelations in India, especially whether relationships have significantly changed with the onset of the COVID-19 pandemic and the Russia-Ukraine war of 2022. Based on a daily dataset from January 2017 to May 2022, VAR-MGARCH models and dynamic correlations are estimated with prices of gold, equity, and crude oil for spot and futures markets. Findings suggest that for gold, crude oil, and equity in spot and futures segments, there is evidence of significant persistence of volatility and spillover from past shocks. In general, volatility spillover is more pronounced in the spot than in the futures market. Evidence also indicates bi-directional spillovers between markets, but it is more prominent from the equity market to the crude oil and from crude oil to the gold market. However, the most notable finding of the study is that, like the period of the global financial crisis, the dynamic correlation between stock and crude oil markets has substantially increased during the COVID and war periods both in spot and futures markets. Also, during COVID, the property of gold acting as a hedge against stock has weakened.

股票和商品市场价格之间的相互作用及其波动性为市场参与者提供了宝贵的信息。本文探讨了印度的这种动态相互关系,特别是随着 COVID-19 大流行病和 2022 年俄乌战争的爆发,这种关系是否发生了重大变化。基于 2017 年 1 月至 2022 年 5 月的每日数据集,对现货和期货市场的黄金、股票和原油价格进行了 VAR-MGARCH 模型和动态相关性估计。研究结果表明,对于黄金、原油和股票的现货和期货部分,有证据表明波动性和过去冲击的溢出具有显著的持续性。一般来说,现货市场的波动溢出比期货市场更明显。证据还表明市场之间存在双向溢出效应,但从股票市场到原油市场以及从原油市场到黄金市场的溢出效应更为突出。然而,本研究最显著的发现是,与全球金融危机时期一样,在 COVID 和战争时期,股票市场和原油市场之间的动态相关性大幅增加,无论是现货市场还是期货市场。此外,在 COVID 期间,黄金作为股票对冲工具的特性有所减弱。
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引用次数: 0
Foreign currency borrowing behaviour of Indian banks: What Matters the Most? 印度银行的外币借款行为:什么最重要?
IF 2.5 Q2 ECONOMICS Pub Date : 2024-07-16 DOI: 10.1007/s10690-024-09483-6
Udit Kumar Sahu, Anshita Sachan, Ashis Kumar Pradhan
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引用次数: 0
Accrual Quality, Cost of Debt, and Credit Spread and Loss 应计质量、债务成本以及信用利差和损失
IF 1.7 Q2 ECONOMICS Pub Date : 2024-07-10 DOI: 10.1007/s10690-024-09475-6
Mohammadreza Tavakoli Baghdadabad

Our study presents a method to dissect bond excess returns into components influenced by credit spreads and credit losses. Analyzing data spanning 48 years, we find that companies with higher accrual quality experience greater shocks from credit spreads and lesser shocks from credit losses. Conversely, firms with lower accrual quality face reduced credit spread shocks but heightened credit loss shocks. This indicates that high accrual quality firms benefit more from credit spread shocks, while those with lower accrual quality profit more from credit loss shocks. Notably, excluding credit spread shocks, future realized returns have a negative correlation with accrual quality. These accrual quality premiums are significant both statistically and economically, especially when credit spread shocks are not considered. Additionally, accrual quality has improved over the past 48 years due to enhanced accounting standards. Our findings reveal the importance of a reliable accrual quality metric and underscore the need to factor in credit spread shocks in asset pricing evaluations.

我们的研究提出了一种将债券超额收益分解为受信用利差和信用损失影响的组成部分的方法。通过分析 48 年的数据,我们发现应计质量较高的公司受到的信用利差冲击较大,而受到的信用损失冲击较小。相反,应计质量较低的公司面临的信用利差冲击较小,而信用损失冲击较大。这表明权责发生制质量高的公司从信用利差冲击中获益更多,而权责发生制质量低的公司从信用损失冲击中获益更多。值得注意的是,除信用利差冲击外,未来已实现收益与应计质量呈负相关。这些应计质量溢价在统计学和经济学上都很显著,尤其是在不考虑信用利差冲击的情况下。此外,由于会计准则的加强,应计质量在过去 48 年中有所提高。我们的研究结果揭示了可靠的应计质量指标的重要性,并强调了在资产定价评估中考虑信用利差冲击因素的必要性。
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引用次数: 0
Does Terrorism Hamper Foreign Greenfield Investment Inflows? Empirical Evidence from MENA Countries 恐怖主义是否阻碍外国绿地投资流入?中东和北非国家的经验证据
IF 1.7 Q2 ECONOMICS Pub Date : 2024-07-06 DOI: 10.1007/s10690-024-09468-5
Faris Alshubiri, Abdullah AlGhazali

The present study aimed to investigate whether terrorism hampered foreign greenfield investment inflows in 14 MENA countries from 2011 to 2021. One-step system generalized method of moments, the instrumental variable of a two-stage least squares regression estimator, and instrumental variables of generalized method of moments were used in this study for more robustness. The findings showed a significant negative relationship existed between terrorism and foreign greenfield investment inflows. Meanwhile, a significant positive relationship exists between the interaction variable that captured the joint effect of terrorism and military expenditures on the foreign greenfield investment inflows. To increase the reliability of the results, the main model was extended with control variables; significant positive relationships between adjusted net national income per capita, the consumer price index, and the GDP growth rate and foreign greenfield investment inflows were identified. Meanwhile, significant negative relationships existed between military expenditure, trade openness, and foreign greenfield investment inflows. The findings showed that foreign investors were reluctant to invest in MENA countries affected by terrorism and reduced the amount of their investments. Furthermore, the results indicated that terrorism renders foreign investors attractive in host countries and negatively impacts foreign greenfield investment projects, trade openness, and military expenditure. To attract foreign investors, policymakers should focus on developing a stable macroeconomic environment and anti-terrorism measures to improve security, which will ensure sustainable economic growth.

本研究旨在调查恐怖主义是否阻碍了 2011 年至 2021 年 14 个中东和北非国家的外国绿地投资流入。为提高稳健性,本研究采用了一步系统广义矩量法、两阶段最小二乘回归估计工具变量和广义矩量法工具变量。研究结果表明,恐怖主义与外国绿地投资流入量之间存在显著的负相关关系。同时,衡量恐怖主义和军费开支对外国绿地投资流入量共同影响的交互变量之间存在显著的正相关关系。为了提高结果的可靠性,利用控制变量对主模型进行了扩展;结果发现,调整后的人均国民净收入、消费价格指数和国内生产总值增长率与外国绿地投资流入量之间存在显著的正相关关系。同时,军费开支、贸易开放度与外国绿地投资流入量之间存在明显的负相关关系。研究结果表明,外国投资者不愿在受恐怖主义影响的中东和北非国家投资,并减少了投资额。此外,研究结果表明,恐怖主义削弱了外国投资者在东道国的吸引力,并对外国绿地投资项目、贸易开放度和军费开支产生了负面影响。为吸引外国投资者,决策者应重点发展稳定的宏观经济环境和反恐措施,以改善安全状况,从而确保经济的可持续增长。
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引用次数: 0
Liquidity Unveiled: Crafting an Index to Decode the Sovereign Bond Market Risk 流动性揭开面纱:构建指数,解读主权债券市场风险
IF 1.7 Q2 ECONOMICS Pub Date : 2024-07-06 DOI: 10.1007/s10690-024-09471-w
Rintu Anthony, Krishna Prasanna, Vivek Vinod

Liquidity risk poses a distinctive and multifaceted challenge in the financial arena owing to its underlying multiple dimensions. The long-term 10-year bonds exhibit high trading activity, as evidenced by the trading frequency dimension, while the trading cost dimension and existing literature support the view that short-term bonds tend to be more liquid. In this study, the objective is to address this intricacy and explore the potential commonality across various liquidity dimensions. This is done by constructing an index of liquidity risk that stands independently from these dimensions. The liquidity risk index is formed by combining the major dimensions of liquidity: price impact, trading cost, and trading frequency, resulting in a single measure of liquidity risk. Using the first principal component extraction method, the illiquidity index is studied in a sample of six emerging Asian countries. The findings indicate that the principal component (PCA) index effectively measures aggregate liquidity risk. On the pricing dynamics, it is seen that that the PCA index is significantly affecting the yield spread of bonds with a maturity of 1-year and greater. For the 3-month and 6-month bonds, the illiquidity index fails to produce any significant impact. The study thus highlights that long and medium-term investors in bonds are more concerned with liquidity risk compared to short-term investors.

流动性风险由于其潜在的多个维度,在金融领域构成了一个独特的、多方面的挑战。从交易频率维度来看,10 年期长期债券的交易活跃度较高,而从交易成本维度和现有文献来看,短期债券的流动性往往更高。本研究旨在解决这一复杂问题,并探索不同流动性维度之间的潜在共性。为此,我们构建了一个独立于这些维度的流动性风险指数。流动性风险指数由流动性的主要维度(价格影响、交易成本和交易频率)组合而成,从而形成一个单一的流动性风险衡量指标。利用第一主成分提取法,以六个亚洲新兴国家为样本对流动性不足指数进行了研究。研究结果表明,主成分(PCA)指数能有效衡量总体流动性风险。从定价动态来看,PCA 指数对 1 年期及以上债券的收益率差有显著影响。对于 3 个月和 6 个月的债券,流动性不足指数没有产生任何重大影响。因此,研究强调,与短期投资者相比,债券的中长期投资者更关注流动性风险。
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引用次数: 0
Spillover Effects of Oil Price Fluctuations on the U.S and Asia–Pacific Stock Markets: A Multivariate EGARCH Analysis 油价波动对美国和亚太股市的溢出效应:多元 EGARCH 分析
IF 1.7 Q2 ECONOMICS Pub Date : 2024-07-03 DOI: 10.1007/s10690-024-09480-9
Thi Minh Huong Le, Thi Nga My Nguyen, Thi Yen Vinh Tran

This study investigates the spillover effects between oil and stock prices from 2000 to 2022, utilizing the multivariate EGARCH model. The database includes three periods—the entire sample, the pre-pandemic era, and COVID-19. The analysis unveils insights into the dynamics of spillover effects. Findings reveal an asymmetry in spillover effects, with a prevailing negative impact trend from oil to stocks, notably affecting the Thai index negatively while positively impacting the Indonesian market. Considering the entire time frame, results address the dynamic spillover effects of oil on eight stock indices across 11 countries under analysis. Meanwhile, in the absence of a pandemic, there are only mutual relationships between oil and stock markets in five stock markets. During COVID-19, we witnessed an intensified spillover effect from oil prices to stocks, with only the Vietnamese stock market remaining unaffected. Notably, the overall spillover level peaked at 55% in 2018, decreasing to over 45% during the COVID-19 pandemic, indicating a close relationship between oil and stocks. Additional results confirm the stationarity of return data series and support the application of the multivariate EGARCH model, enhancing the study’s robustness and contributing to understanding the intricate dynamics of financial markets.

本研究利用多元 EGARCH 模型研究了 2000 年至 2022 年期间石油和股票价格之间的溢出效应。数据库包括三个时期--整个样本时期、大流行前时期和 COVID-19 时期。分析揭示了溢出效应的动态变化。研究结果揭示了溢出效应的不对称性,从石油到股票的负面影响趋势普遍存在,特别是对泰国指数产生负面影响,而对印尼市场产生正面影响。考虑到整个时间段,研究结果探讨了石油对 11 个国家的 8 个股票指数的动态溢出效应。同时,在没有发生大流行病的情况下,石油和股票市场之间仅在五个股票市场存在相互关系。在 COVID-19 期间,我们看到石油价格对股票的溢出效应加剧,只有越南股市未受影响。值得注意的是,整体溢出水平在 2018 年达到 55% 的峰值,在 COVID-19 大流行期间下降到 45% 以上,表明石油和股票之间的关系密切。其他结果证实了收益数据序列的静态性,并支持多变量 EGARCH 模型的应用,增强了研究的稳健性,有助于理解金融市场错综复杂的动态变化。
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引用次数: 0
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Asia-Pacific Financial Markets
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