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Spillover effects in the nexus of finance-institutions-growth: New insights from spatial Durbin analysis on emerging economies 金融-机构-增长关系中的溢出效应:新兴经济体空间杜宾分析的新见解
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-07-31 DOI: 10.1002/ijfe.3025
Mahyudin Ahmad, Stephen G. Hall, Siong Hook Law, Sabri Nayan

Despite extensive finance-growth literature, the critical role of spatial interdependence between countries has often been overlooked. This paper addresses this gap by utilising spatial Durbin modelling on a 30-year panel dataset of 56 emerging economies, examining the spillover effects of financial development (FD) and institutions on economic growth. The findings reveal FD has a significant positive within-country impact on growth; on average, FD is expected to raise growth by approximately 5.8% holding other factors constant. Meanwhile, the FD spillover effect on growth is estimated to be around 10 times its within-country effect, which is not surprising given that the 10-nearest-neighbour is the preferred matrix for conceptualising the spatial dependence between the countries under study. The results however show no evidence of significant threshold effect of FD. Political institutions emerge as the most influential in driving growth both within and across countries, whereas improvement in economic institutions moderates the growth-effect of FD. FD's within-country effect on growth is largely driven by financial institutions, while its spillover effect stems primarily from the neighbours' financial markets. The findings' robustness is confirmed through a battery of tests. In conclusion, this study offers valuable insights into the complex finance-institutions-growth nexus in emerging economies. By considering spatial interdependencies and the role of institutions, policymakers can craft effective strategies to harness FD's positive effects and foster an environment for sustained, inclusive economic growth.

尽管有大量关于金融-经济增长的文献,但国家间空间相互依存的关键作用往往被忽视。本文针对这一空白,利用空间杜宾模型对 56 个新兴经济体的 30 年面板数据集进行了分析,研究了金融发展(FD)和制度对经济增长的溢出效应。研究结果表明,金融发展对国家内部经济增长有显著的积极影响;在其他因素不变的情况下,金融发展平均可使经济增长提高约 5.8%。同时,外来直接投资对经济增长的溢出效应估计约为其国内效应的 10 倍,这并不奇怪,因为 10 最近邻矩阵是研究对象国之间空间依赖性概念化的首选矩阵。然而,研究结果并未显示出 FD 具有显著的门槛效应。政治体制对推动国家内部和国家之间的增长影响最大,而经济体制的改善则缓和了外来直接投资对增长的影响。外国直接投资在国内对经济增长的影响主要由金融机构驱动,而其溢出效应则主要来自邻国的金融市场。研究结果的稳健性通过一系列测试得到了证实。总之,本研究为新兴经济体复杂的金融-机构-增长关系提供了宝贵的见解。通过考虑空间相互依存关系和机构的作用,政策制定者可以制定有效的战略来利用金融发展的积极效应,并为持续的包容性经济增长营造环境。
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引用次数: 0
The effect of shareholder pressure on stakeholder interests: Evidence from corporate tax avoidance 股东压力对利益相关者利益的影响:来自企业避税的证据
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-07-30 DOI: 10.1002/ijfe.3026
Jiaoliang Jiang, Hengmiao Bao, Shijie Yang

Research on how shareholder pressure influences the interests of stakeholders has recently witnessed a sharp increase, but yields mixed findings. We revisit this question by investigating the impact of managers' attempts to meet or beat earnings expectations on corporate tax avoidance. Using a sample of Chinese listed firms during 2005–2022, we find that firms with earnings pressure are more tax-aggressive. Furthermore, such a higher level of tax avoidance due to earnings pressure is associated with higher real activity management. Cross-sectional analysis shows that the effect of earnings pressure on tax avoidance is weaker among firms with better environment, society, and governance performance, but becomes more salient for state-owned enterprises, firms with higher financial constraints, and during periods when local officials are devoid of incentives for career advancement. Taken together, our study sheds light on the consequences of shareholder pressure stemming from capital markets on corporate tax policies, and provides implications for enterprises and policymakers concerning taxation in emerging markets.

最近,关于股东压力如何影响利益相关者利益的研究急剧增加,但结果好坏参半。我们通过调查管理者试图达到或超过盈利预期对企业避税的影响来重新审视这个问题。以2005-2022年的中国上市公司为样本,我们发现有盈利压力的公司更具税收侵略性。此外,由于盈利压力,这种较高水平的避税与较高的实际活动管理有关。横断面分析表明,盈利压力对避税的影响在环境、社会和治理绩效较好的企业中较弱,但在国有企业、财务约束较高的企业和地方官员缺乏职业晋升激励的时期,盈利压力对避税的影响更为显著。综上所述,我们的研究揭示了资本市场股东压力对企业税收政策的影响,并为新兴市场的企业和政策制定者提供了有关税收的启示。
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引用次数: 0
The impact of economic policy uncertainty on earnings value relevance 经济政策不确定性对盈余价值相关性的影响
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-07-30 DOI: 10.1002/ijfe.3023
Huanyu Ma, Xuegang Sun

Earnings value relevance, defined by the predictive and explanatory power of corporate earnings information for market value, reflects accounting earnings decision utility and the capital market's information efficiency. Economic policy uncertainty (EPU) reduces information quality, impairs the information environment, and disrupts interpretation of information, diminishing earnings value relevance. Using a dataset comprising Chinese A-share listed companies from 2006 to 2019, we empirically examine the impact of EPU on earnings value relevance. Our finding indicates that EPU reduces earnings value relevance, and the effect is more pronounced in firms with lower governance effectiveness and higher firm complexity. Channel analysis demonstrates that decreasing information quality, undermining the information environment, and impeding investor decision-making are the main three mechanisms. In light of these findings, the government should strive to enhance stability in economic policies and improve information efficiency, fostering a positive interaction between firms and the capital market.

盈余价值相关性是指企业盈余信息对市场价值的预测和解释能力,反映了会计盈余决策效用和资本市场的信息效率。经济政策不确定性(EPU)降低了信息质量,损害了信息环境,扰乱了对信息的解释,降低了盈余价值相关性。本文利用2006 - 2019年中国a股上市公司的数据集,实证检验了EPU对盈利价值相关性的影响。我们的研究发现,EPU降低了盈余价值相关性,并且在治理效率较低、企业复杂性较高的公司中,这种影响更为明显。渠道分析表明,信息质量下降、信息环境破坏和阻碍投资者决策是三种主要机制。鉴于这些发现,政府应努力增强经济政策的稳定性,提高信息效率,促进企业与资本市场之间的良性互动。
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引用次数: 0
Negative interest rate policy and bank risk-taking: Search for yield or de-leverage? 负利率政策与银行风险承担:寻求收益率还是去杠杆化?
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-07-30 DOI: 10.1002/ijfe.3024
Wenjin Tang, Weichang Chen, Xiaorui Ma, Chengbo Fu

Since 2012, many central banks have implemented negative interest rate policies (NIRPs). While two opposing hypotheses about the effectiveness of NIRPs have emerged in the academic: the “de-leverage effect” and the “search-for-yield effect.” The long-term use of NIRPs provides a rare and important setting to re-examine the relationship between interest rates and bank risk-taking. We conduct an empirical analysis by using commercial banks' data from 2007 to 2020 for 23 countries (19 eurozone countries plus Japan, Denmark, Sweden, and Switzerland), which had adopted NIRPs. It indicates that 1% reduction in the policy rate would reduce bank risk-taking by 4.9%. This result is stronger after the NIRPs implemented. Our results support the “de-leverage effect” under NIRPs. We next show that the “de-leverage effect” is greater for banks with more diversified income, smaller size or under more competitive environment. The findings help to make the debates around NIRPs effectiveness clearer as well as support for the central banks to make more effective monetary policy decisions in different economic situations.

自 2012 年以来,许多中央银行都实施了负利率政策(NIRPs)。关于负利率政策的有效性,学术界出现了两种截然相反的假设:"去杠杆效应 "和 "寻求收益效应"。长期使用 NIRPs 为重新审视利率与银行风险承担之间的关系提供了一个难得的重要环境。我们利用 23 个国家(19 个欧元区国家以及日本、丹麦、瑞典和瑞士)从 2007 年到 2020 年的商业银行数据进行了实证分析。结果表明,政策利率下调 1%,银行的风险承担就会减少 4.9%。这一结果在实施 NIRPs 后更为明显。我们的研究结果支持了 NIRPs 下的 "去杠杆化效应"。我们接下来的研究表明,收入更多元化、规模更小或竞争环境更激烈的银行的 "去杠杆化效应 "更大。这些研究结果有助于使围绕 NIRPs 有效性的争论更加清晰,并支持中央银行在不同经济形势下做出更有效的货币政策决策。
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引用次数: 0
The role of firm life cycle on capital structure of family firms over non-family firms: Empirical evidence from India 企业生命周期对家族企业与非家族企业资本结构的影响:印度的经验证据
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-07-21 DOI: 10.1002/ijfe.3019
Manpreet Kaur Khurana, Shweta Sharma, Muhammad Shahin Miah

This study attempts to identify and compare the critical determinants and the speed of adjustment to optimal capital structure across various stages of the firm life cycle (FLC). Signifying the attitude of family firms (FFs) owing to risk aversion and the need to preserve firm control, the study differentiates the debt policies of family and non-family firms (NFFs) in an emerging economy. We use a target adjustment model and two-step system generalised method of moments to analyse panel data on a sample of 1435 listed non-financial firms spanning from 2013 to 2022. We find that compared to NFFs, FFs are inherently more indebted and adjust faster towards achieving optimal capital structure. Next, we find that firm's profitability, liquidity and tangibility are the major factors that significantly impact the quantity of debt across different stages of the FLC in both FFs and NFFs. Our results are robust to a battery of sensitivity tests. Our study suggests the significance of appropriate capital structure at different stages of the FLC.

本研究试图找出并比较企业生命周期(FLC)各个阶段的关键决定因素以及调整到最佳资本结构的速度。考虑到家族企业(FFs)出于规避风险和维护企业控制权的需要而采取的态度,本研究对新兴经济体中家族企业和非家族企业(NFFs)的债务政策进行了区分。我们采用目标调整模型和两步系统广义矩法,分析了 2013 年至 2022 年期间 1435 家上市非金融企业样本的面板数据。我们发现,与非金融企业相比,外商直接投资企业的负债率更高,为实现最佳资本结构而进行的调整也更快。接下来,我们发现公司的盈利能力、流动性和有形性是显著影响外商直接投资企业和非外商直接投资企业在 FLC 不同阶段的债务数量的主要因素。我们的结果在一系列敏感性测试中都是稳健的。我们的研究表明,在 FLC 的不同阶段,适当的资本结构具有重要意义。
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引用次数: 0
Multi-class financial distress prediction based on stacking ensemble method 基于堆叠集合法的多类财务困境预测
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-07-18 DOI: 10.1002/ijfe.3020
Xiaofang Chen, Chong Wu, Zijiao Zhang, Jiaming Liu

The motivation of this article is to help financial soundness companies understand their specific financial status so that they can take timely measures to avoid financial distress. Existing multi-class financial distress prediction (FDP) studies have mainly segmented financial crisis status, with less attention paid to financial soundness companies. To fill this gap, we propose a new multi-class definition of FDP from the perspective of financial soundness enterprises. The financial states are defined as financial soundness, moderate financial soundness, mild financial soundness and financial distress. We propose a stacking ensemble model for multi-class FDP. First, deep neural network, multinomial logit regression (MNLogit) and multivariate discriminant analysis models are used as basic classifiers to obtain preliminary prediction results. Second, MNLogit is used to integrate the results from the previous step. To increase the effective information, stock information is then added into the model. The proposed model was trained using data from 2007 to 2019 for Chinese listed companies and tested using data from 2020. The results show that the MacroR-Pre, MacroR-Rec, MacroR-F1 and MacroR-AUC of the proposed model are better compared with the benchmark model, including individuals and ensembles, with 87.05%, 90.68%, 88.70% and 88.20%.The addition of stock information and non-financial indicators can improve the accuracy of the multi-class FDP model by about 8%. The innovativeness of this paper is twofold. First, it proposes a new multi-class definition of enterprise financial status. Second, a multi-class FDP based on stacking is constructed, which provides a new method for solving the multi-class FDP problem. The study shows that the proposed multi-class definition and stacking model are suitable for analysing financial soundness enterprises, which can help managers effectively grasp the specific financial status and have strong practical significance.

本文的研究动机是帮助财务稳健的公司了解其具体的财务状况,从而及时采取措施避免财务困境。现有的多类别财务困境预测(FDP)研究主要是对财务危机状况进行细分,对财务稳健公司的关注较少。为了填补这一空白,我们从财务稳健企业的角度出发,提出了一种新的多类财务困境预测(FDP)定义。财务状态被定义为财务稳健、中度财务稳健、轻度财务稳健和财务困境。我们提出了多类 FDP 的堆叠集合模型。首先,使用深度神经网络、多二叉对数回归(MNLogit)和多元判别分析模型作为基本分类器,获得初步预测结果。其次,使用 MNLogit 对上一步的结果进行整合。为了增加有效信息,模型中还加入了股票信息。使用 2007 年至 2019 年中国上市公司的数据对所提出的模型进行了训练,并使用 2020 年的数据进行了测试。结果表明,与包括个体和集合在内的基准模型相比,所提模型的宏观R-Pre、宏观R-Rec、宏观R-F1和宏观R-AUC分别为87.05%、90.68%、88.70%和88.20%。本文的创新之处有两点。首先,本文提出了一种新的企业财务状况多级定义。其次,构建了基于堆叠的多类 FDP,为解决多类 FDP 问题提供了一种新方法。研究表明,所提出的多类定义和堆叠模型适用于分析财务稳健性企业,可以帮助管理者有效掌握具体的财务状况,具有很强的现实意义。
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引用次数: 0
Is inflation targeting effective? Lessons from global financial crisis and COVID-19 pandemic 通货膨胀目标制是否有效?全球金融危机和 COVID-19 大流行的经验教训
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-07-09 DOI: 10.1002/ijfe.3018
Chandan Sethi, Bibhuti Ranjan Mishra

This paper explores the influence of inflation targeting (IT) policy on macroeconomic performance in 24 Asian economies by taking a wide range of macroeconomic variables from 2001 to 2022. Specifically, the study seeks to evaluate the influence of IT on macroeconomic performance during the global financial crisis (GFC) and the COVID-19 pandemic periods separately. The empirical analysis comprises three approaches: propensity score matching, difference-in-differences, and panel-corrected standard error methods. The empirical investigation reveals that IT significantly impacts inflation and its volatility during the GFC. In contrast, the effect on the unemployment rate is not statistically significant. Further, IT statistically influences the inflation and unemployment rates throughout the COVID-19 pandemic. In contrast, its impact on inflation volatility during the COVID-19 pandemic is not evident. Our results have significant policy implications for the Asian economies. It may be suggested that low-income countries could benefit from implementing IT policy as a tool to ensure stable inflation. However, there is a need for continuous policy adaptation and targeted interventions to address evolving economic challenges, especially in situations like crises.

本文从 2001 年至 2022 年期间的一系列宏观经济变量出发,探讨了通胀目标政策对 24 个亚洲经济体宏观经济表现的影响。具体而言,本研究试图分别评估全球金融危机(GFC)和 COVID-19 大流行期间通胀目标政策对宏观经济表现的影响。实证分析包括三种方法:倾向得分匹配法、差分法和面板校正标准误差法。实证调查显示,在全球金融危机期间,信息技术对通货膨胀及其波动产生了显著影响。相比之下,对失业率的影响在统计上并不显著。此外,在整个 COVID-19 大流行期间,信息技术对通货膨胀率和失业率都有统计学影响。相反,在 COVID-19 大流行期间,信息技术对通货膨胀波动的影响并不明显。我们的研究结果对亚洲经济体具有重要的政策影响。可以说,低收入国家可以从实施信息技术政策中获益,将其作为确保通货膨胀稳定的工具。然而,有必要不断调整政策和采取有针对性的干预措施,以应对不断变化的经济挑战,尤其是在危机等情况下。
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引用次数: 0
ESG peer effects and corporate financial distress: An executive social network perspective ESG 同行效应与企业财务困境:高管社交网络视角
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-07-02 DOI: 10.1002/ijfe.3016
Qian Ding, Jianbai Huang, Jinyu Chen, Ding Wang

Based on the data of listed firms in China from 2009 to 2020, this study investigates whether environmental, society and governance (ESG) peer effects reduce the risk of corporate financial distress from an executive social network perspective. Using two-stage least squares method, our empirical results suggest that the ESG peer effects exist in executive social networks, and the ESG peer effects can alleviate corporate financial distress. ESG subcategory analysis shows that the governance peer effect has the most obvious alleviating effect on financial distress. The negative impact of ESG peer effects on corporate financial distress is stronger when firms have high network power, network cohesion and network control in executive social networks. Our conclusions still hold after a series of robustness tests. Our research expands the literature on peer effects from the perspective of social relations, and sheds additional light on the critical role of ESG peer effects in financial risk management.

本研究基于 2009-2020 年中国上市公司的数据,从高管社交网络的角度研究环境、社会和治理(ESG)同伴效应是否会降低企业财务困境风险。利用两阶段最小二乘法,我们的实证结果表明,高管社交网络中存在环境、社会和治理同伴效应,并且环境、社会和治理同伴效应能够缓解企业财务困境。ESG子类别分析表明,治理同伴效应对财务困境的缓解作用最为明显。当企业在高管社交网络中具有较高的网络力量、网络凝聚力和网络控制力时,ESG同伴效应对企业财务困境的负面影响更强。经过一系列稳健性检验,我们的结论仍然成立。我们的研究从社会关系的角度扩展了关于同伴效应的文献,并进一步揭示了环境、社会和公司治理同伴效应在财务风险管理中的关键作用。
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引用次数: 0
Total, quantile, and frequency risk transmission among metal commodities 金属商品之间的总风险、定量风险和频率风险传递
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-07-01 DOI: 10.1002/ijfe.3017
Huifu Nong, Qian Huang

This study investigates the total, quantile, and frequency risk transmission among five widely traded metals namely copper, gold, lead, silver, and zinc using forecast error variance decomposition. The analysis spans from 1 January 2002, to 30 June 2023. Our findings reveal that the total connectedness index (TCI) changed over time, indicating sensitivity to time-specific developments and major events during different periods. The TCI is influenced more by extreme positive or negative shocks, as the lower and upper quantile TCIs are higher compared to the medium quantile TCI. Furthermore, the short-term TCIs exhibit higher values than the medium- and long-term TCIs. These variations imply that the TCI is influenced by different types of shocks or mechanisms across different quantiles. Specifically, the short-term TCIs are driven by global economic policy uncertainty, real global economic activity, and the geopolitical risk index (GPR). However, the medium- and long-term TCIs are solely influenced by the GPR.

本研究利用预测误差方差分解法研究了铜、金、铅、银和锌这五种广泛交易的金属之间的总风险、量化风险和频率风险传递。分析时间跨度为 2002 年 1 月 1 日至 2023 年 6 月 30 日。我们的研究结果表明,总关联度指数(TCI)随着时间的推移而变化,表明在不同时期对特定时间的发展和重大事件的敏感性。TCI 受极端正面或负面冲击的影响更大,因为与中量级 TCI 相比,低量级和高量级 TCI 更高。此外,短期 TCI 值高于中长期 TCI 值。这些变化表明,不同量级的 TCI 受到不同类型冲击或机制的影响。具体来说,短期 TCIs 受全球经济政策不确定性、全球实际经济活动和地缘政治风险指数(GPR)的驱动。然而,中长期 TCI 仅受 GPR 影响。
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引用次数: 0
Forecasting reserve risk for temporal dependent losses in insurance 预测保险中与时间相关损失的准备金风险
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2024-06-26 DOI: 10.1002/ijfe.3014
Sawssen Araichi, Christian de Peretti, Lotfi Belkacem

In non-life insurance, insurance companies aim to accurately assess their reserves in order to fulfil their future obligations. They are based on methods provided by the literature review to evaluate their reserve risk. However, these methods do not take all claim characteristics and ignore the temporal dependence structure of claims, which can affect reserve amounts and lead to delayed payments for policyholders. Therefore, the aim is to investigate the temporal dependence structure among claim amounts (losses) in order to evaluate the accurate amounts of reserves. To achieve this goal, a model called the Generalized Autoregressive Conditional Sinistrality Model is proposed, which considers the temporal dependence characteristics of claims. This model is used to estimate model parameters, so the consistency of such an estimate is proven. Additionally, a bootstrap method adjusted to the Generalized Autoregressive Conditional Sinistrality model is proposed for predicting reserves and errors. The results reveal that considering temporal dependence between losses improves reserve distribution estimation and enhances solvency capital requirement. This means that insurance companies will be able to ensure they have sufficient funds available to meet their obligations to policyholders, thereby enhancing customer satisfaction and trust. Additionally, this can assist insurance companies in maintaining better regulatory compliance.

在非寿险领域,保险公司旨在准确评估其储备金,以履行其未来义务。他们根据文献综述提供的方法来评估其准备金风险。然而,这些方法并没有考虑到所有的索赔特征,而且忽略了索赔的时间依赖结构,这可能会影响准备金数额,并导致保单持有人延迟付款。因此,我们的目标是研究索赔金额(损失)之间的时间依赖结构,以评估准备金的准确金额。为实现这一目标,我们提出了一个名为 "广义自回归条件序列模型 "的模型,该模型考虑了索赔的时间依赖性特征。该模型用于估算模型参数,从而证明了这种估算的一致性。此外,还提出了一种对广义自回归条件正态模型进行调整的引导方法,用于预测准备金和误差。研究结果表明,考虑损失之间的时间依赖性可以改进准备金分布估计,提高偿付能力资本要求。这意味着保险公司将能够确保有足够的资金来履行对保单持有人的义务,从而提高客户满意度和信任度。此外,这还有助于保险公司更好地遵守监管规定。
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引用次数: 0
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International Journal of Finance & Economics
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