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Credit default swaps, investor protection, and audit cost: international evidence 信用违约掉期、投资者保护和审计成本:国际证据
IF 4.5 Q1 Economics, Econometrics and Finance Pub Date : 2023-07-12 DOI: 10.1108/ejmbe-04-2022-0099
P. Akorsu
PurposeCredit Default Swap (CDS) trading alters equilibrium interactive monitoring of external corporate monitors due to a possible change in private lenders' incentive to monitor client firms. This study explores how audit fees change in response to CDS trade initiation on client firms and how this effect is moderated by investor protection.Design/methodology/approachWith 6,052 cross-country firm observations, the author conducts estimations in the systems dynamic general methods of moments framework.FindingsThe author documents that audit fees rise on average after CDS trade initiations with and/or without investor protection. Meanwhile, change in auditors' risk perception result in increased audit costs when CDS trade initiation and investor protection interact. The effect of CDS trading on audit fees remain after controlling for firm, audit, and auditor features are robust to different proxies of audit cost.Practical implicationsThe need for firms in high investor protection jurisdictions to initiate CDS trade to implement policies in order to maximize their gains from investor protection activities to lessen the overall impact of any increased audit cost that may arise. Furthermore, CDS regulation may be strategically targeted to lessen the effect of increased audit costs on firms after initiation. This would ensure that the resulting increase in audit cost may not materially impact the cash or profitability position of such firms.Originality/valueThis study is distinct from previous ones by focusing on variation in private lenders incentive to monitor after CDS trade initiation after controlling for possible monitoring by short-term creditors. Given that monitoring is not costless for private lenders and CDS trading on their borrowers causes a change in this cost structure, the author documents how auditors react to such changes in incentive to monitor.
由于私人贷款机构监督客户公司的动机可能发生变化,秘密违约掉期(CDS)交易改变了外部公司监督者的均衡互动监测。本研究探讨审计费用如何随客户公司CDS交易启动而变化,以及投资者保护如何调节这种影响。设计/方法/方法通过6052个跨国公司的观测,作者在系统动态矩框架的一般方法中进行估计。作者证明,在有或没有投资者保护的CDS交易启动后,审计费用平均上升。同时,当CDS交易启动与投资者保护相互作用时,审计人员风险认知的变化导致审计成本增加。在控制了公司、审计和审计师特征后,CDS交易对审计费用的影响仍然存在,对审计成本的不同代理具有鲁棒性。实际意义在投资者保护程度高的司法管辖区,公司需要启动CDS交易来实施政策,以最大限度地从投资者保护活动中获得收益,减少可能出现的任何增加的审计成本的总体影响。此外,CDS监管可能具有战略针对性,以减少启动后审计成本增加对公司的影响。这将确保审计成本的增加不会对这些公司的现金或盈利状况产生重大影响。原创性/价值本研究与之前的研究不同,它关注的是在控制了短期债权人可能的监控后,CDS交易启动后私人贷款人监控动机的变化。鉴于对私人放贷者进行监控并非没有成本,而对借款人进行CDS交易导致了这种成本结构的变化,作者记录了审计师对这种监控动机变化的反应。
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引用次数: 0
Exploring the use of gender-fair language by influencers 探讨影响者对性别公平语言的使用
IF 4.5 Q1 Economics, Econometrics and Finance Pub Date : 2023-07-11 DOI: 10.1108/ejmbe-10-2022-0320
C. Nicolás, Angélica Urrutia, Gonzalo González
PurposeExplore the use of Gender-Fair Language (GFL) by influencers on Instagram.Design/methodology/approachThe clustering methodology. A digital Bag-of-Words (BoW) Method called GFL Clustering BoW Methodology to identify whether an inclusive marketing (IM) strategy can be used. Thus, this research has a methodological and practical contribution to increasing the number of marketing technology tools.FindingsThis study is original as it proposes an inclusive digital marketing strategy and contributes with methods associated with digital transfers in order to improve marketing strategies, tactics and operations for inclusive content with a data integrity approach.Research limitations/implicationsDue to the limitations of the application programming interface (API) of the social network Instagram, a limited number of text data were used, which allowed for retrieving the last 12 publications of each studied profile. In addition, it should be considered that this study only includes the Spanish language and is applied to a sample of influencers from Chile.Practical implicationsThe practical contribution of this study will lead to a key finding for the definition of communication strategies in both public and private organizations.Originality/valueThe originality of this work lies in its attractive implications for nonprofit and for-profit organizations, government bodies and private enterprises in the measurement of the success of campaigns with an IM communicational strategy and to incorporate inclusive and non-sexist content for their consumers so as to contribute to society.
目的探讨Instagram网红对性别公平语言(Gender-Fair Language, GFL)的使用。设计/方法/方法聚类方法。一种称为GFL聚类BoW方法的数字词袋(BoW)方法来确定是否可以使用包容性营销(IM)策略。因此,本研究对增加营销技术工具的数量具有方法论和实践贡献。本研究是原创的,因为它提出了一个包容性的数字营销策略,并提供了与数字传输相关的方法,以便通过数据完整性方法改进包容性内容的营销策略、战术和操作。研究限制/启示由于社交网络Instagram的应用程序编程接口(API)的限制,使用了有限数量的文本数据,这允许检索每个研究个人资料的最近12个出版物。此外,应该考虑的是,本研究仅包括西班牙语,并适用于来自智利的影响者样本。实际意义本研究的实际贡献将导致公共和私人组织中沟通策略定义的关键发现。独创性/价值这项工作的独创性在于它对非营利组织和营利组织、政府机构和私营企业在衡量使用IM传播策略的活动的成功以及为其消费者纳入包容性和非性别歧视内容从而为社会做出贡献方面具有吸引力。
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引用次数: 0
Innovations and development of artificial intelligence in Europe: some empirical evidences 欧洲人工智能的创新与发展:一些经验证据
IF 4.5 Q1 Economics, Econometrics and Finance Pub Date : 2023-07-04 DOI: 10.1108/ejmbe-03-2023-0085
D. Marino, Jaime Gil Lafuente, D. Tebala
PurposeThe objective of this paper is to analyze the relationship between innovation and the development of artificial intelligence (AI) and digital technologies in Europe. The use of digital technologies among European companies is studied through a composite index, while the relationship between innovation and AI is studied through a log-linear regression model. The results of the model have made possible to develop interesting indications for economic and industrial policy.Design/methodology/approachThe use of digital technologies among European companies is studied through a composite index of AI and information technology (ICT) (using the Fair and Sustainable Welfare methodology) with the aim of measuring territorial gaps and to know which European countries are more or less inclined to its use, while the relationship between innovation and AI is studied through a log-linear regression model.FindingsIn the paper, two different methodologies were used to analyze the relationship between innovation and the development of digital technologies in Europe. The synthetic indicator made possible to develop a taxonomy between the different countries, the log-linear model made possible to identify and explain the determinants of innovation.Originality/valueThe description of the biunivocal relationship between innovation and AI is a topical and relevant issue that is treated in the paper in an original way using a synthetic indicator and a log-linear model.
目的本文的目的是分析创新与欧洲人工智能和数字技术发展之间的关系。通过综合指数研究了欧洲公司对数字技术的使用,而通过对数线性回归模型研究了创新与人工智能之间的关系。该模型的结果为制定经济和产业政策提供了可能。设计/方法/方法通过人工智能和信息技术(ICT)的综合指数(使用公平和可持续福利方法)研究欧洲公司对数字技术的使用,目的是衡量领土差距,并了解哪些欧洲国家或多或少倾向于使用数字技术,而创新与人工智能之间的关系是通过对数线性回归模型来研究的。发现在本文中,使用了两种不同的方法来分析创新与欧洲数字技术发展之间的关系。综合指标使不同国家之间的分类成为可能,对数线性模型使确定和解释创新的决定因素成为可能。独创性/价值创新和人工智能之间的双向关系的描述是一个热门和相关的问题,本文使用合成指标和对数线性模型以独创的方式处理了这一问题。
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引用次数: 0
Do corporate social responsibility practices have an impact on employer attractiveness – an approach to corporate volunteering programs 企业社会责任实践对雇主吸引力有影响吗?这是企业志愿服务项目的一种方法
IF 4.5 Q1 Economics, Econometrics and Finance Pub Date : 2023-06-29 DOI: 10.1108/ejmbe-02-2022-0041
Margarida Seara, Teresa Proença, Marisa R. Ferreira
PurposeThe purpose of this study is to understand the impact that Corporate Social Responsibility (CSR) practices have on the perceived attractiveness of companies in the eyes of their employees and potential candidates. Moreover, this study assesses the mediation role that Extrinsic (EA) and Intrinsic Attributions (IA) about Corporate Volunteering (CV) have on this relationship.Design/methodology/approachThree hundred and five responses were collected in an online questionnaire and a Structural Equation Modelling model was designed to explain the proposed relationships of the variables under study.FindingsThe authors found that the IA that employees/candidates make about CV programs have a direct and positive impact on the company’s attractiveness; it was not possible to conclude the same about EA.Originality/valueUnlike studies already existing in the area of corporate attractiveness that focus on the perspective of companies and customers, with a high focus on the organizational implementation of CSR and organizational benefits, this study has adopted a different perspective that focuses on the opinion of company employees, as well as the perspective of possible candidates. By not limiting participation to anyone, it covers a wide range of participants, allowing a broader knowledge of the labor market.
本研究的目的是了解企业社会责任(CSR)实践对公司在员工和潜在候选人眼中的感知吸引力的影响。此外,本研究还评估了企业志愿服务(CV)的外在归因和内在归因对这一关系的中介作用。设计/方法/方法在一份在线问卷中收集了305份回复,并设计了一个结构方程建模模型来解释所研究的变量之间的拟议关系。研究发现:员工/应聘者对简历项目的评价对公司的吸引力有直接的积极影响;不可能对ea得出相同的结论。独创性/价值与公司吸引力领域已经存在的研究不同,这些研究侧重于公司和客户的视角,高度关注企业社会责任和组织利益的组织实施,本研究采用了不同的视角,侧重于公司员工的意见,以及可能的候选人的视角。由于不限制任何人的参与,它涵盖了广泛的参与者,使人们对劳动力市场有了更广泛的了解。
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引用次数: 0
Does the distribution of R&D incentive among production factors matter? A dynamic general equilibrium model for Türkiye 研发激励在生产要素中的分配是否重要?<s:1> rkiye的动态一般均衡模型
IF 4.5 Q1 Economics, Econometrics and Finance Pub Date : 2023-06-26 DOI: 10.1108/ejmbe-08-2022-0255
İpek Akad, Çağaçan Değer
PurposeThis study aims to explain the effect of research and development (R&D) incentives on economic growth, focusing on the case of Türkiye. A one-sector endogenous growth model has been constructed. The model includes three actors: firm, consumer and government. The consumer derives utility from consumption, supplies human capital and engages in saving. The representative firm invests in R&D to maximize the current value of profit flows by choosing how much input it will use and how much R&D it will undertake. The public sector provides incentives for labor and capital used in R&D production. R&D has been defined as a function that endogenously increases total factor productivity (TFP).Design/methodology/approachIn line with the stated purpose, this study presents a dynamic general equilibrium model. Then, this study calibrates the model parameters with Türkiye's data.FindingsThe results imply that incentives for R&D personnel instead of physical capital have a stronger impact on economic growth.Practical implicationsThe findings of this study point to an important conclusion on how to distribute R&D incentives across the two main factors in R&D production, labor and capital. Incentives given to R&D personnel are more effective in Türkiye.Originality/valueThis study shows that the R&D incentives provided by the public sector can be important in emerging countries where many firms have just started their R&D activities. In this study, the authors worked on Türkiye as an emerging country. This study discusses policies on how the R&D incentives will be more effective on economic growth in Türkiye. This study considers that these policies may apply to all emerging countries, due to similar R&D activities in countries that cannot export technology and mostly import technology.
目的本研究旨在解释研发(R&D)激励对经济增长的影响,并以浙江为例进行研究。构建了单部门内生增长模型。该模型包括三个参与者:企业、消费者和政府。消费者从消费中获得效用,提供人力资本,进行储蓄。代表企业通过选择投入的多少和研发的多少来进行研发投资,以最大化利润流的当前价值。公共部门为用于研发生产的劳动力和资本提供激励。研发被定义为内生提高全要素生产率(TFP)的函数。设计/方法/方法根据所述目的,本研究提出了一个动态一般均衡模型。然后,本文利用 rkiye的数据对模型参数进行了标定。研究结果表明,对研发人员的激励对经济增长的影响大于对实物资本的影响。本文的研究结果对如何在研发生产的两个主要因素——劳动力和资本之间分配研发激励提出了一个重要的结论。对研发人员的激励在日本更为有效。原创性/价值本研究表明,在许多企业刚刚开始研发活动的新兴国家,公共部门提供的研发激励可能很重要。在这项研究中,作者将日本作为一个新兴国家进行研究。本研究探讨研发激励如何更有效地促进日本经济增长的政策。本研究认为,这些政策可能适用于所有新兴国家,因为这些国家的研发活动类似,不能出口技术,主要是进口技术。
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引用次数: 0
Machine learning algorithms applied to the estimation of liquidity: the 10-year United States treasury bond 机器学习算法应用于流动性估计:10年期美国国债
IF 4.5 Q1 Economics, Econometrics and Finance Pub Date : 2023-06-22 DOI: 10.1108/ejmbe-06-2022-0176
Ignacio Manuel Luque Raya, Pablo Luque Raya
PurposeHaving defined liquidity, the aim is to assess the predictive capacity of its representative variables, so that economic fluctuations may be better understood.Design/methodology/approachConceptual variables that are representative of liquidity will be used to formulate the predictions. The results of various machine learning models will be compared, leading to some reflections on the predictive value of the liquidity variables, with a view to defining their selection.FindingsThe predictive capacity of the model was also found to vary depending on the source of the liquidity, in so far as the data on liquidity within the private sector contributed more than the data on public sector liquidity to the prediction of economic fluctuations. International liquidity was seen as a more diffuse concept, and the standardization of its definition could be the focus of future studies. A benchmarking process was also performed when applying the state-of-the-art machine learning models.Originality/valueBetter understanding of these variables might help us toward a deeper understanding of the operation of financial markets. Liquidity, one of the key financial market variables, is neither well-defined nor standardized in the existing literature, which calls for further study. Hence, the novelty of an applied study employing modern data science techniques can provide a fresh perspective on financial markets.
在确定流动性之后,目的是评估其代表性变量的预测能力,以便更好地理解经济波动。设计/方法/方法将使用代表流动性的概念变量来制定预测。将比较各种机器学习模型的结果,从而对流动性变量的预测值进行一些反思,以确定它们的选择。调查结果还发现,模型的预测能力因流动性来源而异,因为私营部门内部流动性数据比公共部门流动性数据对预测经济波动的贡献更大。国际流动性被视为一个较为分散的概念,其定义的标准化可能是今后研究的重点。在应用最先进的机器学习模型时,还执行了基准测试过程。原创性/价值更好地理解这些变量可能有助于我们更深入地理解金融市场的运作。流动性作为金融市场的关键变量之一,在现有文献中既没有明确定义,也没有标准化,这需要进一步的研究。因此,采用现代数据科学技术的应用研究的新颖性可以为金融市场提供新的视角。
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引用次数: 0
Innovation in business model as a response to the sharing economy 创新商业模式,应对共享经济
IF 4.5 Q1 Economics, Econometrics and Finance Pub Date : 2023-06-16 DOI: 10.1108/ejmbe-06-2022-0187
Daniel Espinosa Sáez, E. Delgado-Ballester, J. Munuera-Alemán
Purpose The sharing economy (SE) is significantly affecting traditional companies, which have felt a need to adapt their business model. The aim of this study is to identify the different types of adaptation developed by companies within a SE context, and to examine how they relate to their characteristics.Design/methodology/approach A content analysis involving 149 real-world adaptation cases was carried out, after which a Kruskal–Wallis test and a multiple correspondence analysis were used to explore the relationships between the types of adaptation identified, the business characteristics and the strategic decisions taken for these adaptations.Findings Through the analyses proposed in the study, the main conclusions suggest that the way companies adapt to SE is related to business characteristics and the strategic decisions taken for these actions, demonstrating throughout the article what types of adaptations are made depending on variables such as sector of activity or business orientation.Originality/value This study is the first to examine the variables affecting the decisions among traditional companies in response to the SE. In addition, this work explores the SE from the business point of view, shedding light on the participation in SE by traditional companies.
共享经济(SE)对传统公司产生了重大影响,它们感到有必要调整自己的商业模式。本研究的目的是确定公司在SE背景下发展的不同类型的适应,并检查它们如何与它们的特征相关联。设计/方法/方法对149个现实世界的适应案例进行了内容分析,之后使用Kruskal-Wallis检验和多重对应分析来探索所识别的适应类型、业务特征和为这些适应所采取的战略决策之间的关系。通过研究中提出的分析,主要结论表明,公司适应SE的方式与业务特征和为这些行动所采取的战略决策有关,在整个文章中展示了根据活动部门或业务方向等变量做出的适应类型。原创性/价值本研究首次探讨了影响传统企业决策的变量。此外,本研究还从商业角度探讨了企业环境管理,揭示了传统企业参与企业环境管理的情况。
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引用次数: 0
Microfinance's digital transformation for sustainable inclusion 小额信贷数字化转型促进可持续包容
IF 4.5 Q1 Economics, Econometrics and Finance Pub Date : 2023-06-15 DOI: 10.1108/ejmbe-10-2022-0332
Marwa Fersi, M. Boujelbene, Feten Arous
PurposeThe purpose of this paper is to evaluate the performance of Microfinance Institutions (MFIs) offering FinTech services. This study contributes to the existing literature on microfinance digitalization, financial inclusion and sustainable development. The study also takes into consideration a behavioral perspective through the efficiency evaluation process of MFIs offering FinTech services.Design/methodology/approachThe following study employs the Stochastic Frontier Analysis approach to estimate the operational and social efficiency scores of the 387 MFIs over the period 2005–2019. Then, it tries to consider factors influencing MFIs' efficiency and assess their effects. Hence, two separate models for operation and social efficiency introducing a set of factors, including FinTech proxies and overconfidence proxies, are tested. The first model for operational efficiency uses a random-effects estimator while the second one for social efficiency uses a fixed-effects estimator.FindingsThe results show that innovative MFIs have weaker averages of operational efficiency than non-innovative ones but higher averages of social efficiency. This was justified by the fact that innovative MFIs are more socially oriented. Further, findings of this study depict that the proxies of FinTech affect negatively the level of operational efficiency of MFIs. They also depict a negative relationship between FinTech proxies and the level of social efficiency. These results hold through robustness tests.Originality/valueThe highlight of this study is that it takes heed of the indirect effect of technological innovation on the efficiency of MFIs. It has been proved that it moderates the impact of managerial overconfidence (manifested by excessive risk-taking, viz., high levels of PAR30, LGR and NIM) on the level of both operational and social efficiencies.
目的本文旨在评估提供金融科技服务的小额金融机构的绩效。本研究有助于现有关于小额信贷数字化、金融包容性和可持续发展的文献。该研究还通过提供金融科技服务的小额金融机构的效率评估过程考虑了行为视角。设计/方法/方法以下研究采用随机前沿分析方法来估计2005-2009年期间387家小额金融机构的运营和社会效率得分。然后,试图考虑影响小额金融机构效率的因素并评估其影响。因此,测试了引入一组因素的两个独立的运营和社会效率模型,包括金融科技代理和过度自信代理。第一个运营效率模型使用随机效应估计器,而第二个社会效率模型使用固定效应估计员。研究结果表明,创新型小额金融机构的运营效率平均值低于非创新型小额信贷机构,但社会效率平均值较高。创新型小额金融机构更注重社会,这一事实证明了这一点。此外,本研究的结果表明,金融科技的代理对小额金融机构的运营效率水平产生了负面影响。它们还描述了金融科技代理与社会效率水平之间的负面关系。通过稳健性测试,这些结果成立。独创性/价值本研究的重点是注意到技术创新对小额金融机构效率的间接影响。事实证明,它缓和了管理层过度自信(表现为过度冒险,即高水平的PAR30、LGR和NIM)对运营和社会效率水平的影响。
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引用次数: 0
Corporate social responsibility and firm performance: a threshold analysis of European firms 企业社会责任与企业绩效:欧洲企业的门槛分析
IF 4.5 Q1 Economics, Econometrics and Finance Pub Date : 2023-06-15 DOI: 10.1108/ejmbe-07-2022-0224
A. Hakimi, Rim Boussaada, Majdi Karmani
PurposeThis paper aims to investigate the reciprocal nonlinear relationship between corporate social responsibility (CSR) and firm performance (FP).Design/methodology/approachThe authors used a sample of 814 European firms over the period 2008–2017. The Panel Smooth Transition Regression (PSTR) model was performed as an econometric approach.FindingsFirstly, results show a threshold effect in the CSR–FP relationships within the two directions. More specifically, the authors found that firms are more likely to engage in CSR by surpassing a threshold of 1.231% for return on assets (ROA) and 0.821% for Tobin’s Q ratio. Secondly, the authors also found that the impact of CSR on FP is positive and significant only if the environment, social and governance score surpasses the threshold of 56.780% when the dependent variable is ROA and 41.02% when Tobin’s Q ratio measures performance.Research limitations/implicationsA significant part of the literature supports the linear relationship between CSR and FP from the unique direction (CSR → FP). This study comes to fill this gap by assessing the possible nonlinear relationship. In addition, this nonlinear relationship is tested under the two directions. Therefore, defining the threshold of FP that allows companies to engage in CSR, on the one hand, and the threshold of engagement in CSR that improves FP, on the other hand, could be an exciting topic.Practical implicationsTo get the full benefit from CSR effects, firms should be with better financial performance to be socially responsible.Originality/valueTo the best of our knowledge, few studies have explored the nonlinear relationship between CSR and FP. In addition, this study raises the question of whether this relation is causal. The authors assess the two nonlinear relationships between CSR ? FP and FP ? CSR by determining the optimal thresholds.
目的研究企业社会责任(CSR)与企业绩效(FP)之间的非线性互反关系。设计/方法/方法作者使用了2008-2017年期间814家欧洲公司的样本。面板平滑过渡回归(PSTR)模型作为计量经济学方法进行。研究发现:首先,两个方向的CSR-FP关系存在阈值效应。更具体地说,作者发现,当企业的资产回报率(ROA)超过1.231%、托宾Q值超过0.821%时,企业更有可能参与企业社会责任。其次,作者还发现,当环境、社会和治理得分超过因变量ROA的56.780%和托宾Q比衡量绩效的41.02%的阈值时,企业社会责任对FP的影响是正的且显著的。相当一部分文献从独特的方向(CSR→FP)支持CSR与FP之间的线性关系。本研究通过评估可能的非线性关系来填补这一空白。此外,在两个方向下对这种非线性关系进行了检验。因此,定义一方面允许企业参与企业社会责任的企业社会责任门槛,另一方面提高企业社会责任的企业社会责任门槛,可能是一个令人兴奋的话题。为了充分发挥企业社会责任效应的效益,企业应该提高财务绩效来承担社会责任。据我们所知,很少有研究探讨企业社会责任与企业绩效之间的非线性关系。此外,本研究还提出了这种关系是否存在因果关系的问题。作者评估了CSR和CSR之间的两种非线性关系。FP和FP ?通过确定最优阈值来实现CSR。
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引用次数: 0
Asymmetric market efficiency of the Eurozone using the MF-DFA: a comparison between global financial crisis and COVID-19 era 基于MF-DFA的欧元区不对称市场效率:全球金融危机与新冠肺炎时代的比较
IF 4.5 Q1 Economics, Econometrics and Finance Pub Date : 2023-06-12 DOI: 10.1108/ejmbe-04-2021-0116
Sajid Ali, S. Raza, K. Khan
PurposeThis research paper aims to explore asymmetric market efficiency of the 13 Euro countries, i.e. Austria, Belgium, Finland, France, Germany, Greece, Ireland, Italy, Netherland, Portugal, Slovakia, Slovenia and Spain, concerning the period before global financial crisis (GFC), after GFC and period of COVID-19 pandemic.Design/methodology/approachMultifractal detrended fluctuation analysis (MF-DFA) is applied to examine the persistence and anti-persistency. It also discusses the random walk behavior hypothesis of these 13 countries non-stationary time series. Additionally, generalized Hurst exponents are applied to estimate the relative efficiency between short- and long-run horizons and small and large fluctuations.FindingsThe current study results suggest that most countries' markets are multifractal and exhibit long-term persistence in the short and long run. Moreover, the results with respect to full sample confirm that Portugal is the most efficient country in short run and Austria is the least efficient country. However, in long run, Austria appeared to be highly efficient, and Slovakia is the least efficient. In the pre-GFC period, Greece is said to be the relatively most efficient market in the short run, whereas Austria is the most efficient market in the long run. In the case of Post-GFC, Netherland and Ireland are the most efficient markets in short and long run, respectively. Lastly, COVID-19 results indicate that Finland's stock market is the most efficient in short run. Whereas, in the long run, the high efficiency is illustrated by Germany. In contrast, the most affected stock market due to COVID-19 is Belgium.Originality/valueThis study will add value to the present knowledge on efficient market hypothesis (EMH) with the MF-DFA approach. Also, with the MF-DFA approach, potential investors will be capable of ranking the stock markets of Eurozone countries based on their efficiency in the period before and after GFC and then specifically in the period of COVID-19.
目的研究奥地利、比利时、芬兰、法国、德国、希腊、爱尔兰、意大利、荷兰、葡萄牙、斯洛伐克、斯洛文尼亚和西班牙等13个欧洲国家在全球金融危机前、危机后和新冠肺炎大流行期间的非对称市场效率。设计/方法/方法应用多重分形去趋势波动分析(MF-DFA)来检验持久性和反持久性。并讨论了这13个国家非平稳时间序列的随机行走行为假说。此外,应用广义赫斯特指数来估计短期和长期以及小波动和大波动之间的相对效率。研究结果目前的研究结果表明,大多数国家的市场是多重分形的,并在短期和长期内表现出长期持续性。此外,关于全样本的结果证实,葡萄牙是短期内效率最高的国家,奥地利是效率最低的国家。然而,从长远来看,奥地利的效率似乎很高,斯洛伐克的效率最低。在全球金融危机爆发前,希腊被认为是短期内效率相对最高的市场,而奥地利则是长期内效率最高的市场。就后全球金融危机而言,从短期和长期来看,荷兰和爱尔兰分别是效率最高的市场。最后,新冠肺炎的结果表明,芬兰股市在短期内效率最高。然而,从长远来看,德国证明了这种高效率。相比之下,受新冠肺炎影响最大的股票市场是比利时。独创性/价值本研究将通过MF-DFA方法为目前关于有效市场假说(EMH)的知识增加价值。此外,通过MF-DFA方法,潜在投资者将能够根据GFC前后以及新冠肺炎期间的效率对欧元区国家的股票市场进行排名。
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引用次数: 0
期刊
European Journal of Management and Business Economics
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