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Sovereign credit and geopolitical risks during and after the EMU crisis 欧洲货币联盟危机期间和之后的主权信贷和地缘政治风险
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-06-22 DOI: 10.1002/ijfe.2852
Theodoros Bratis, Georgios P. Kouretas, Nikiforos T. Laopodis, Prodromos Vlamis

This paper focuses on the sovereign crisis of the Euro debt crisis era, and we address the existence of the relationship of CDS and bond markets sovereign credit risk pricing for selected core and periphery EMU countries, during and after the 2009 EMU crisis. We study this relationship in conjunction to geopolitical risk as a measure of macroeconomic uncertainty. We use daily observations for several bond maturities and CDS premium with reference to the core (France and Germany) versus periphery EMU countries (Portugal, Italy, Ireland Spain, and Greece) for the period 2009 to 2014. To measure global geopolitical risk, we employ the Caldara and Iacoviello (2022) global geopolitics index (GPR). Using alternative econometric approaches, we find adequate evidence of volatility spillovers between the geopolitical risk index and sovereign risk markets mainly during the crisis period (2009–2012) and weaker during the easing of the eurozone debt crisis period (2012–2014). Moreover, based on Granger causality the estimation of the short- term dynamics reveals a significant linkage during the post-crisis period rather than during crisis. During the crisis period, we found significant dynamic responses between GPR and bond yields.

本文以欧债危机时期的主权危机为研究对象,探讨了 2009 年欧洲货币联盟危机期间和之后,CDS 与选定的欧洲货币联盟核心国家和外围国家的债券市场主权信用风险定价之间的关系。我们将地缘政治风险作为宏观经济不确定性的衡量标准,并将这种关系与地缘政治风险结合起来研究。我们使用了 2009 年至 2014 年期间若干债券到期日和 CDS 溢价的每日观测数据,并参考了欧洲货币联盟核心国家(法国和德国)与外围国家(葡萄牙、意大利、爱尔兰、西班牙和希腊)的情况。为了衡量全球地缘政治风险,我们采用了 Caldara 和 Iacoviello(2022 年)的全球地缘政治指数(GPR)。利用其他计量经济学方法,我们发现地缘政治风险指数和主权风险市场之间的波动溢出效应在危机期间(2009-2012 年)有充分的证据,而在欧债危机缓解期间(2012-2014 年)则较弱。此外,基于格兰杰因果关系对短期动态的估计显示,危机后时期而非危机期间存在显著联系。在危机期间,我们发现 GPR 和债券收益率之间存在显著的动态响应。
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引用次数: 0
Arab Spring, democratization of corruption, and income inequality 阿拉伯之春、腐败民主化和收入不平等
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-06-21 DOI: 10.1002/ijfe.2853
Chandan Kumar Jha, Fatih Kırşanlı

How do political crises affect the interaction between economic and political outcomes? In this paper, we study one of the consequences of political turmoil by empirically examining whether the Arab Spring influenced the relationship between corruption and income inequality. Using panel data from 1996 to 2019 for the Middle East and North African (MENA) countries, we find that while corruption is positively associated with income inequality, the interaction term between corruption and the Arab Spring is negatively associated with income inequality. This result is consistent with the view that corruption has become more democratized after the Arab Spring. We use instrumental variable (IV) analysis to address potential endogeneity issues. Our findings suggest that not only studying the direct effects of political crises on economic and institutional variables is important, but studying their effects on shaping the association between economic and institutional variables can be insightful.

政治危机如何影响经济和政治结果之间的相互作用?在本文中,我们通过实证研究 "阿拉伯之春 "是否影响了腐败与收入不平等之间的关系,对政治动荡的后果之一进行了研究。利用 1996 年至 2019 年中东和北非(MENA)国家的面板数据,我们发现虽然腐败与收入不平等正相关,但腐败与 "阿拉伯之春 "之间的交互项与收入不平等负相关。这一结果符合 "阿拉伯之春 "后腐败变得更加民主化的观点。我们使用工具变量(IV)分析来解决潜在的内生性问题。我们的研究结果表明,不仅研究政治危机对经济和制度变量的直接影响很重要,而且研究政治危机对经济和制度变量之间关联的影响也很有启发。
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引用次数: 0
Coupling men-to-women: Promoting innovation in emerging markets 男性与女性的结合:促进新兴市场的创新
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-06-20 DOI: 10.1002/ijfe.2842
Michael Machokoto, Tesfaye T. Lemma, Ouarda Dsouli, Rebecca Fakoussa, Eghosa Igudia

Motivated by calls to explore corporate outcomes of gender diversity-related dependencies in a firm's upper echelons, we examine whether gender diversity in manager-owner(s) teams shapes innovation. Using the context of emerging markets and a large surveydataset drawn from the Business Environment and Enterprise Performance Survey (BEEPS), we find robust evidence suggesting that gender-diverse manager-owner(s) teams are associated with higher odds of undertaking innovation. Specifically, women (men) owned firms managed by a male (female) top manager are associated with a higher likelihood of undertaking innovation relative to women (men) owned firms managed by women (men). Additionally, we find that female-owned firms run by male (female) top managers are the most (least) innovative and male-owned firms run by female (male) top managers are the second (third) innovative. Our findings indicate that heterophilic manager-owner(s) teams have the potential to foster innovation in emerging markets. More importantly, our results suggest that initiatives promoting manager-owner(s) team's gender diversity have the potential to overcome the social and structural barriers that impede innovation in emerging economies.

人们呼吁探索企业上层中与性别多样性相关的依赖关系所产生的企业成果,受此激励,我们研究了经理人-所有者(们)团队中的性别多样性是否会影响创新。利用新兴市场的背景和来自商业环境与企业绩效调查(BEEPS)的大型调查数据集,我们发现了有力的证据,表明性别多元化的经理人-所有者(s)团队与更高的创新几率相关。具体来说,与由女性(男性)管理的女性(男性)企业相比,由男性(女性)高层管理的女性(男性)企业更有可能进行创新。此外,我们还发现,由男性(女性)高层管理者管理的女性所有企业最具(最不具)创新性,而由女性(男性)高层管理者管理的男性所有企业的创新性次之(第三)。我们的研究结果表明,异质性管理者-所有者团队具有促进新兴市场创新的潜力。更重要的是,我们的研究结果表明,促进经理人-所有者团队性别多元化的举措有可能克服阻碍新兴经济体创新的社会和结构性障碍。
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引用次数: 0
Star power as quality signal or marketing effect? A path analysis on China's motion-picture industry 明星效应是质量信号还是营销效应?中国电影产业的路径分析
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-06-19 DOI: 10.1002/ijfe.2850
Lili Kang, Fei Peng

This study investigates the relationship between star power, artistic excellence, and the commercial success of Chinese movies from 2009 to 2018 based on a two-path structural model. Artistic excellence was measured based on industry recognition; more specifically, the winners of seven major movie awards in the greater China region, which reflect the critical and popular evaluations of reviewers and consumers. The commercial success was measured by box office performance and the level of buzz among the audience. While the paths of artistic excellence and commercial movie success are essentially separable, as well as conceptually and empirically distinct, movie star power may influence both. Our findings indicate that star power had negative signal effects on critical and popular evaluation as well as industry recognition, but positive marketing effects on critical and popular buzz as well as box office performance. Indeed, star power has indirect positive effects that can outweigh its negative effects. Thus, star power is the key to success in these two seemingly unrelated paths in China. Moreover, these findings have several implications for international investors, producers, actors, and directors who are participating in the Chinese motion picture industry.

本研究基于双路径结构模型,探讨了 2009 年至 2018 年中国电影的明星效应、艺术成就和商业成功之间的关系。艺术成就的衡量标准是行业认可度,更具体地说,是大中华地区七大电影奖项的获奖者,这些奖项反映了评论家和消费者的批评和大众评价。商业上的成功则通过票房表现和观众的反响程度来衡量。虽然电影的艺术成就和商业成功在本质上是可以分开的,在概念和经验上也是截然不同的,但电影明星的力量可能会对两者都产生影响。我们的研究结果表明,明星效应对评论和大众评价以及行业认可度有负面的信号效应,但对评论和大众讨论以及票房表现有正面的营销效应。事实上,明星效应所产生的间接正面效应可能会超过其负面效应。因此,在中国,明星效应是这两条看似互不相关的道路取得成功的关键。此外,这些发现对参与中国电影业的国际投资者、制片人、演员和导演也有一些启示。
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引用次数: 0
ESG disclosure and financial performance of multinational enterprises: The moderating effect of board standing committees 跨国企业的环境、社会和治理信息披露与财务业绩:董事会常设委员会的调节作用
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-06-15 DOI: 10.1002/ijfe.2846
Ibrahim Khalifa Elmghaamez, Jacinta Nwachukwu, Collins G. Ntim

The study examines the impact of board committee indexes on the relationship between Environmental, Social, and Governance (ESG) disclosure, and accounting- and market-based performance measures of multinational enterprises (MNEs). Using quantile regression analysis and a large balanced panel data of 500 multinational companies operating in 40 countries from 2009 to 2019 (i.e., 5500 firm-year observations), we uncovered the following significant associations: (i) a positive relationship between ESG disclosure and accounting performance indicators for large-sized MNEs, but this relationship is counteracted by the negative influence of the audit and sustainability committee indexes; (ii) the association between market-based performance outcomes and ESG disclosure is positively affected by the compensation, nomination, and sustainability committee indexes, while it is negatively influenced by the audit committee index; (iii) the combined board committee index has varying impacts on the connection between the components of ESG disclosure, and accounting and market-relevant performance metrics for different sizes of MNEs; and (iv) while the audit and sustainability committee indexes exert negative effects on the relationship between the components of ESG disclosure and performance measures, these effects are countered by the positive moderating impacts of the compensation and nomination committee indexes. The study concludes by discussing the policy implications of these results.

本研究探讨了董事会委员会指数对跨国企业(MNE)环境、社会和治理(ESG)信息披露与基于会计和市场的绩效衡量之间关系的影响。利用量子回归分析和 2009 年至 2019 年在 40 个国家运营的 500 家跨国公司的大型平衡面板数据(即 5500 个公司年观测值),我们发现了董事会委员会指数对环境、社会和治理(ESG)信息披露与基于会计和市场的跨国企业绩效指标之间关系的影响、5500 个公司年观测值),我们发现了以下显著关联:(i) 大型跨国企业的环境、社会和治理信息披露与会计绩效指标之间存在正相关关系,但这种关系被审计委员会和可持续发展委员会指数的负面影响所抵消;(ii) 基于市场的绩效结果与环境、社会和治理信息披露之间的关联受薪酬委员会、提名委员会和可持续发展委员会指数的正向影响,而受审计委员会指数的负面影响;(iii)对于不同规模的跨国企业,董事会委员会综合指数对环境、社会和公司治理信息披露内容与会计和市场相关业绩指标之间的联系有不同的影响;(iv)虽然审计和可持续发展委员会指数对环境、社会和公司治理信息披露内容与业绩指标之间的关系有负面影响,但这些影响被薪酬和提名委员会指数的积极调节作用所抵消。研究最后讨论了这些结果的政策含义。
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引用次数: 0
People are people: A comparative analysis of risk attitudes across Europe 人就是人:欧洲各国对风险态度的比较分析
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-06-15 DOI: 10.1002/ijfe.2837
Chris Brooks, Louis Williams

In this paper, we conduct a detailed examination of the determinants of attitudes to financial risk among retail investors in six European countries (Belgium, France, Germany, Italy, Spain and the United Kingdom). We find that respondents from the United Kingdom and Belgium are the most risk tolerant while those from Spain are the least. We observe remarkable similarities in the distributions of risk tolerance across countries despite cultural differences and considerable variations in the extent to which risky investing is undertaken as a routine part of financial planning. We further show that country effects in the cross-sectional variation of attitude to risk scores are swamped by the impacts of gender, salary and wealth, while financial knowledge and prior investment experience are much more important still. Our results have implications for regulators and those who wish to encourage European investors to consider going beyond bank savings and guaranteed products to more prevalent stock market investing in an era of negative real interest rates.

在本文中,我们详细研究了欧洲六国(比利时、法国、德国、意大利、西班牙和英国)散户投资者对金融风险态度的决定因素。我们发现,英国和比利时的受访者风险容忍度最高,而西班牙的受访者风险容忍度最低。我们观察到,尽管各国文化差异很大,将风险投资作为财务规划的常规部分的程度也有很大差异,但各国的风险容忍度分布却非常相似。我们进一步表明,在风险态度得分的横截面变化中,性别、工资和财富的影响掩盖了国家的影响,而金融知识和先前的投资经验则更为重要。我们的研究结果对监管机构和那些希望鼓励欧洲投资者在负实际利率时代考虑从银行储蓄和担保产品转向更普遍的股票市场投资的人具有启示意义。
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引用次数: 0
Can market information outperform hard and soft information in predicting corporate defaults? 在预测公司违约方面,市场信息能否胜过硬信息和软信息?
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-06-15 DOI: 10.1002/ijfe.2840
Stefano Filomeni, Udichibarna Bose, Anastasios Megaritis, Athanasios Triantafyllou

Recent evidence has shown that hybrid models for credit ratings are important when assessing the risk of firms. Within this stream of literature, we aim to provide novel evidence on how hard (quantitative), soft (qualitative), and market information predict corporate defaults for unlisted firms by implementing the Cox proportional hazard model. We address this research question by exploiting a unique proprietary dataset comprising of detailed information on internal credit ratings of European unlisted mid-sized firms and compute their Merton's distance-to-default (DD) measure of credit risk with market data collected on comparable publicly listed companies. Our results show that the bank's use of hard, soft, and market information when assessing the credit ratings of borrowers has a significant influence on the prediction of their defaults. Further, we investigate the significant influence of soft information in predicting corporate defaults by drawing on two separate processes through which loan officers can inject soft information in credit scoring, that is, ‘codified’ and ‘uncodified’ discretion. Finally, when we distinguish between the loan officer's discretion to upgrade or downgrade an applicant's credit score, we find that it is the upgrade that is likely to predict a lower probability of a firm defaulting. This study contributes to the policy debate on safeguarding the banking sector's continuity by positing that integrating market information into banks' hybrid methods of credit rating helps to improve the accuracy in predicting unlisted firms' credit risk that is useful to policy makers for the design of future forward-looking financial risk management frameworks.

最近的证据表明,信用评级的混合模型在评估企业风险时非常重要。在这一文献流中,我们旨在通过实施考克斯比例危险模型,提供有关硬信息(定量)、软信息(定性)和市场信息如何预测非上市公司违约的新证据。为了解决这一研究问题,我们利用了一个独特的专有数据集,其中包括欧洲非上市中型企业内部信用评级的详细信息,并利用收集到的可比上市公司的市场数据计算了它们的默顿违约距离(DD)信用风险度量。我们的研究结果表明,银行在评估借款人信用等级时对硬信息、软信息和市场信息的使用对借款人违约预测有显著影响。此外,我们通过贷款人员在信用评分中注入软信息的两个不同过程,即 "编纂 "和 "非编纂 "自由裁量权,研究了软信息在预测企业违约方面的重要影响。最后,当我们区分贷款官员提升或降低申请人信用评分的自由裁量权时,我们发现提升信用评分可能会降低企业违约的概率。本研究认为,将市场信息纳入银行的混合信用评级方法有助于提高非上市公司信用风险预测的准确性,这对政策制定者设计未来的前瞻性金融风险管理框架很有帮助,从而为保障银行业连续性的政策辩论做出了贡献。
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引用次数: 0
The finance–inequality nexus in the era of financialisation: Evidence for Portugal 金融化时代的金融与不平等关系:葡萄牙的证据
IF 2.8 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-06-13 DOI: 10.1002/ijfe.2848
Ricardo Barradas, Rishi Lakhani

Since the 1980s, Portuguese policy makers have engaged in a strong process of liberalization, deregulation and privatization of the financial system to adhere to the rules imposed by the European Economic Community and to promote financial growth, boost economic growth and reduce inequality. However, the Portuguese economic growth has exhibited a weaker performance and inequality has continued to widen in the last decades, a situation that seems to contradict the mainstream beliefs regarding the supportive role played by financial growth in the era of financialisation. This article undertakes an empirical assessment of the finance–inequality nexus by performing a time series econometric analysis for Portugal from 1980 to 2020 through the estimation of both linear and non-linear models. It finds strong evidence for a positive (linear) relationship between finance and inequality and some evidence for a convex quadratic (non-linear) relationship between finance and inequality in Portugal, corroborating the hypothesis that the financial growth has been prejudicial, enhancing inequality in Portugal. These findings highlight the urgent need to abandon the so-called ‘trickle-down theory’ or the ‘horse and sparrow theory’ and to implement the so-called ‘trickle-up theory’ with the support of pro-poor public policies to decrease inequality in Portugal.

自 20 世纪 80 年代以来,葡萄牙的政策制定者一直在大力推进金融体系的自由化、放松管制和私有化进程,以遵守欧洲经济共同体实施的规则,并促进金融增长、推动经济增长和减少不平等现象。然而,在过去几十年中,葡萄牙的经济增长表现较弱,不平等现象持续扩大,这种情况似乎与金融化时代金融增长所发挥的支持作用的主流观点相悖。本文通过线性和非线性模型的估计,对葡萄牙从 1980 年到 2020 年的时间序列计量经济学分析,对金融与不平等之间的关系进行了实证评估。文章发现,有强有力的证据表明葡萄牙的金融与不平等之间存在正(线性)关系,也有一些证据表明金融与不平等之间存在凸二次(非线性)关系,从而证实了金融增长是有害的、加剧了葡萄牙不平等的假设。这些研究结果突出表明,迫切需要放弃所谓的 "涓滴理论 "或 "麻雀理论",在扶贫公共政策的支持下实施所谓的 "涓滴上升理论",以减少葡萄牙的不平等现象。
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引用次数: 0
Effect of Financial Innovations on Banks’ Loan Portfolio: A Case of Commercial Banks in Kenya 金融创新对银行贷款组合的影响——以肯尼亚商业银行为例
IF 2.9 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-06-07 DOI: 10.47941/ijf.1305
Malit E.O, O. Nelson, Scholastica A.O
Purpose: The study sought to investigate the effect of financial innovations on loan portfolio of Commercial Banks in Kenya. The main problem was that even though banks have implemented financial innovations, the level of loans uptake in terms of volume and quality remains unclear as indicated by opposing findings by different studies. Most past studies on Kenya have covered relatively shorter study periods which may not reliably capture the financial trends, more so given the short shelf life of financial studies caused by rapid changes in the financial sector.   Methodology: This study adopted Positivism philosophy. It was based on correlational research design. The target population for the study comprised of all of the 42 commercial banks licensed by the Central Bank of Kenya to provide financial and other banking services in Kenya. Purposive sampling technique was used to select the sample of 12 CMA / NSE listed banks. Secondary data was used. They were obtained from audited financial reports of listed commercial banks, CMA and the CBK in the period 2007 to 2017. The data was analyzed using fixed effect and pooled regression of panel data analysis. Results: The findings of the study indicated that there is positive and significant effect between financial innovation and loan portfolio of commercial banks. The findings indicated that the overall R-squared was 0.5928. This means that on average, 59.28 percent of all variations in loans are explained by financial innovation, holding all other factors constant. This indicates that if the banks in Kenya implemented more financial innovations, the financial performance measured by loan portfolio would increase. Based on the findings, the study concluded that commercial banks have implemented technological innovations in various areas such as EFT, Branch networking and Mobile banking which have improved the banks’ loan portfolios. Unique contribution to theory, practice and policy: The study recommended that Commercial banks should adopt financial innovations that would positively influence loan portfolio. It shall signal the government, policy institutions, industry players and stakeholders to re-strategize finance-oriented innovations with the view to improve policy framework in order to streamline the financial sector, especially banking. The study offers literature and data for academic reference as well as guidance for investment by banks and other investors
目的:探讨金融创新对肯尼亚商业银行贷款组合的影响。主要问题是,尽管银行实施了金融创新,但不同研究的相反结果表明,从数量和质量上看,贷款吸收水平仍不清楚。过去关于肯尼亚的大多数研究所涵盖的研究时间相对较短,可能无法可靠地捕捉到金融趋势,尤其是考虑到金融部门的迅速变化所造成的金融研究的保质期较短。方法:本研究采用实证主义哲学。它是基于相关研究设计。这项研究的目标人群包括肯尼亚中央银行许可在肯尼亚提供金融和其他银行服务的所有42家商业银行。采用目的抽样方法,选取12家CMA / NSE上市银行作为样本。采用二次数据。这些数据来自上市商业银行、CMA和CBK 2007年至2017年的经审计财务报告。采用面板数据分析的固定效应和集合回归对数据进行分析。结果:研究结果表明,金融创新对商业银行贷款组合存在显著的正向影响。结果表明,总体r平方为0.5928。这意味着,在保持所有其他因素不变的情况下,平均而言,59.28%的贷款变化可以用金融创新来解释。这表明,如果肯尼亚的银行实施更多的金融创新,以贷款组合衡量的财务绩效将会提高。根据调查结果,该研究得出结论,商业银行已经在各个领域实施了技术创新,如电子转账、分行联网和移动银行,这些技术创新改善了银行的贷款组合。在理论、实践和政策方面的独特贡献:本研究建议商业银行应采取对贷款组合产生积极影响的金融创新。它应向政府、政策机构、行业参与者和利益相关者发出信号,重新制定以金融为导向的创新战略,以改善政策框架,以精简金融部门,特别是银行业。本研究提供了学术参考的文献和数据,也为银行和其他投资者的投资提供了指导
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引用次数: 0
Effect of Financial Innovations on Banks’ Return on Assets and Equity: A Case of Commercial Banks in Kenya 金融创新对银行资产收益率和权益收益率的影响——以肯尼亚商业银行为例
IF 2.9 3区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2023-06-07 DOI: 10.47941/ijf.1304
E.O. Malit, A.O. Scholastica, O. Nelson
Purpose: The study sought to investigate the effect of financial innovation on banks’ return on assets and return on equity in Commercial Banks in Kenya. The main problem was that banks have implemented financial innovations, but the influence it has on financial performance has not been exhaustively and extensively evaluated especially in the emerging LDC markets. The effect it has on Return on Assets and Return on Equity remains unclear. Methodology: This study adopted Pragmatic research philosophy. The choice of philosophy was determined by the research problem. The study was based on correlational research design. The study area was Kenya, focused on its Commercial banks. The target population comprised of all of the 42 commercial banks licensed by the Central Bank of Kenya. Purposive sampling technique was used to obtain a sample of 12 CMA / NSE listed banks. Secondary data from individual bank level, CMA and the CBK for the period 2007 to 2017 was used. The data analysis was based on fixed effect, random effect models or pooled regression of panel data analysis. Results: The findings of the study indicated that financial innovations had higher correlation with, and influence on ROA as indicated by overall R-squared of 0.5134. This means that the financial innovations under study had 51.34% influences on return on assets, holding all other factors constant. The overall R-squared for ROE was 0.2077. This means that on financial innovations studied had 20.77% influence on return on equity. Thus, there is positive and significant effect between financial innovations and Return on Assets and Return on Equity. Positive effect is an indication that if commercial banks in Kenya increased their asset and equity levels, their profitability as measured by ROA and ROE would improve. The study therefore finds the relevance of technology in improving performance of commercial banks in the country. Based on the findings, the study concluded that it is important for commercial banks in Kenya to continue investing in cost- effective technology to remain competitive in the industry. Unique contribution to theory, practice and policy: The study recommended that Commercial banks should implement effective financial innovations that would positively influence ROA and ROE. The findings of this study shall assist commercial banks and related financial institutions to monitor outcomes including effects of financial innovations with projections for profits as well as higher returns on ROA, ROE. It shall guide academic reference and policy making.
目的:本研究旨在探讨金融创新对肯尼亚商业银行资产收益率和股本收益率的影响。主要问题是,银行实施了金融创新,但其对财务业绩的影响没有得到详尽和广泛的评价,特别是在新兴的最不发达国家市场。它对资产回报率和股本回报率的影响尚不清楚。研究方法:本研究采用语用学研究理念。哲学的选择是由研究问题决定的。本研究采用相关研究设计。研究区域是肯尼亚,重点是肯尼亚的商业银行。目标人群包括肯尼亚中央银行许可的所有42家商业银行。采用目的抽样技术,对12家CMA / NSE上市银行进行抽样。本文使用了2007年至2017年期间来自单个银行层面、CMA和CBK的二手数据。数据分析采用固定效应、随机效应模型或面板数据分析的混合回归。结果:研究结果表明,金融创新与ROA具有较高的相关性和影响,总体r平方为0.5134。这意味着在其他因素不变的情况下,所研究的金融创新对资产收益率的影响为51.34%。ROE的总体r平方为0.2077。这意味着所研究的金融创新对净资产收益率的影响为20.77%。由此可见,金融创新与资产收益率和净资产收益率之间存在显著的正向影响。正效应是指肯尼亚商业银行如果提高其资产和股本水平,其以ROA和ROE衡量的盈利能力将得到改善。因此,该研究发现了技术在改善该国商业银行绩效方面的相关性。基于这些发现,该研究得出结论,肯尼亚的商业银行继续投资于具有成本效益的技术,以保持在该行业的竞争力是很重要的。在理论、实践和政策上的独特贡献:本研究建议商业银行实施有效的金融创新,对ROA和ROE产生积极的影响。本研究的结果将有助于商业银行及相关金融机构监测金融创新的结果,包括对利润的预测以及对ROA、ROE的更高回报。指导学术参考和政策制定。
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引用次数: 0
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