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Corporate carbon emissions data for equity and bond portfolios 股票和债券投资组合的企业碳排放数据
Q2 BUSINESS, FINANCE Pub Date : 2023-09-14 DOI: 10.1108/mf-02-2023-0077
Laurens Swinkels, Thijs Markwat
Purpose To better understand the impact of choosing a carbon data provider for the estimated portfolio emissions across four asset classes. This is important, as prior literature has suggested that Environmental, Social and Governance scores across providers have low correlation. Design/methodology/approach The authors compare carbon data from four data providers for developed and emerging equity markets and investment grade and high-yield corporate bond markets. Findings Data on scope 1 and scope 2 is similar across the four data providers, but for scope 3 differences can be substantial. Carbon emissions data has become more consistent across providers over time. Research limitations/implications The authors examine the impact of different carbon data providers at the asset class level. Portfolios that invest only in a subset of the asset class may be affected differently. Because “true” carbon emissions are not known, the authors cannot investigate which provider has the most accurate carbon data. Practical implications The impact of choosing a carbon data provider is limited for scope 1 and scope 2 data for equity markets. Differences are larger for corporate bonds and scope 3 emissions. Originality/value The authors compare carbon accounting metrics on scopes 1, 2 and 3 of corporate greenhouse gas emissions carbon data from multiple providers for developed and emerging equity and investment grade and high yield investment portfolios. Moreover, the authors show the impact of filling missing data points, which is especially relevant for corporate bond markets, where data coverage tends to be lower.
目的更好地了解选择碳数据提供商对四种资产类别的估计投资组合排放量的影响。这一点很重要,因为先前的文献表明,供应商之间的环境、社会和治理得分相关性很低。作者比较了来自四个数据提供商的发达和新兴股票市场、投资级和高收益公司债券市场的碳排放数据。范围1和范围2的数据在四个数据提供者之间是相似的,但范围3的差异可能是实质性的。随着时间的推移,各个供应商的碳排放数据变得更加一致。研究局限性/启示作者研究了不同碳数据提供者在资产类别水平上的影响。只投资于资产类别子集的投资组合可能受到不同的影响。由于“真实的”碳排放量是未知的,作者无法调查哪个供应商拥有最准确的碳数据。选择碳数据提供商对股票市场范围1和范围2数据的影响是有限的。企业债券和第三类排放的差异更大。原创性/价值作者比较了来自发达国家和新兴国家股票、投资级和高收益投资组合的多个供应商的企业温室气体排放碳数据的范围1、2和3的碳会计指标。此外,作者还展示了填补缺失数据点的影响,这与数据覆盖率往往较低的公司债券市场尤其相关。
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引用次数: 0
Managerial incentives for ESG in the financial services industry: direct and indirect association between ESG and executive compensation 金融服务业中ESG的管理激励:ESG与高管薪酬之间的直接和间接关联
Q2 BUSINESS, FINANCE Pub Date : 2023-09-14 DOI: 10.1108/mf-03-2023-0149
Jooh Lee, Kyungyeon (Rachel) Koh, Eunsup Daniel Shim
Purpose This study investigates the empirical association between environmental, social and corporate governance (ESG) performance and top executive compensation in the US financial services industry. Considering that financial firms can inflict systemic shocks across the economy, it has been argued that they must conduct ethical and sustainable business in accordance with ESG principles. This study examines whether ESG efforts are beneficial to managers. Design/methodology/approach The authors use CEO compensation and ESG performance ratings data for all US financial firms (SIC 6000–6799) from 2015 to 2019. Employing fixed effects regressions, the authors test whether lagged ESG performance is related to CEO compensation, after controlling for other firm characteristics such as size, financial performance, leverage and CEO stock ownership. Findings The authors find that lagged ESG ratings are strongly associated with all forms of compensation. An increase of one standard deviation in the composite ESG rating is associated with a 14%–16% increase in the total pay. Among the three ESG pillars, only S (social) and G (governance) exhibit persistent and significant associations with both short- and long-term executive pay. The authors also document the significant moderating effects of ESG on the relationships among firm performance, size, leverage, ownership and executive pay, identifying how ESG is associated with compensation. Originality/value The authors conclude that managers receive ESG incentives implicitly and explicitly. The novel finding of direct and indirect associations between ESG and top executive compensation contributes to the growing ESG literature on the financial sector and ongoing debate about the explicit inclusion of ESG targets in compensation design.
目的研究美国金融服务业环境、社会和公司治理(ESG)绩效与高管薪酬之间的实证关系。考虑到金融公司可以在整个经济中造成系统性冲击,有人认为他们必须根据ESG原则开展道德和可持续的业务。本研究考察了ESG努力是否对管理者有益。作者使用了2015年至2019年所有美国金融公司(SIC 6000-6799)的CEO薪酬和ESG绩效评级数据。在控制了其他公司特征(如规模、财务业绩、杠杆率和CEO持股)后,作者利用固定效应回归检验了ESG绩效滞后是否与CEO薪酬相关。作者发现,落后的ESG评级与所有形式的薪酬都密切相关。综合ESG评级每增加一个标准差,总薪酬就会增加14%-16%。在ESG的三大支柱中,只有S(社会)和G(治理)与高管的短期和长期薪酬表现出持久而显著的关联。作者还记录了ESG对公司业绩、规模、杠杆、所有权和高管薪酬之间关系的显著调节作用,确定了ESG与薪酬之间的关系。作者得出的结论是,管理者隐性和显性地接受ESG激励。这一关于ESG与高管薪酬之间直接和间接关联的新发现,促进了金融领域ESG文献的增长,以及关于薪酬设计中明确纳入ESG目标的持续辩论。
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引用次数: 0
Performance of ESG SPACs ESG空间的性能
Q2 BUSINESS, FINANCE Pub Date : 2023-09-12 DOI: 10.1108/mf-04-2023-0249
Vinay Datar, Ekaterina E. Emm, Bo Han
Purpose The authors examine one special focus of Special Purpose Acquisition Companies (SPACs), namely environmental, social and governance (ESG) related investments. The authors document the performance of SPACs with and without ESG focus. Design/methodology/approach The authors collect data, from several sources, on 1,737 SPAC IPOs formed between 2003 and 2022. A SPAC's focus on ESG is classified based on declared focus in Securities and Exchange Commission (SEC) filings and in post-merger annual reports. The authors examine operational and financial performance of SPACs with and without ESG focus. Findings In the study's sample, only 50% of SPACs that announced an intention to acquire an ESG target ended up consummating a merger with an ESG private firm. ESG SPACs exhibit worse operating performance than non-ESG SPACs. Furthermore, they experience 11.6% lower 1-year post-merger excess returns than their non-ESG counterparts. Originality/value The study provides an examination of ESG firms that came to market via mergers with SPACs, which is an alternative method to traditional initial public offerings (IPOs). The study also provides a comparison of both operational and stock performance of ESG and non-ESG SPACs.
作者研究了特殊目的收购公司(SPACs)的一个特别焦点,即环境、社会和治理(ESG)相关投资。作者记录了spac在关注ESG和不关注ESG时的表现。作者从多个来源收集了2003年至2022年间成立的1737家SPAC ipo的数据。SPAC对ESG的关注程度是根据美国证券交易委员会(SEC)文件和合并后年度报告中宣布的关注程度进行分类的。作者考察了关注ESG和不关注ESG的spc的运营和财务绩效。在该研究的样本中,只有50%宣布有意收购ESG目标的SPACs最终完成了与ESG私营公司的合并。ESG SPACs的经营业绩不如非ESG SPACs。此外,它们在合并后1年的超额回报率比非esg公司低11.6%。独创性/价值本研究考察了通过与SPACs合并进入市场的ESG公司,这是传统首次公开发行(ipo)的一种替代方法。该研究还提供了ESG和非ESG SPACs的运营和股票表现的比较。
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引用次数: 0
Multi-level analysis on determinants of sustainability disclosure: a survey of academic literature 可持续性信息披露决定因素的多层次分析——学术文献综述
IF 1.6 Q2 BUSINESS, FINANCE Pub Date : 2023-09-05 DOI: 10.1108/mf-03-2023-0189
Waris Ali, Jeffrey Wilson
PurposeThis study uses a multi-level framework to systematically summarize and synthesize the empirical literature on determinants of sustainability disclosure.Design/methodology/approachThis review study is based on 159 empirical studies examining determinants of sustainability disclosure and published in Charted Association of Business Schools (CABS) ranked journals over the last 40 years.FindingsCompanies are experiencing multi-level pressures for sustainability disclosure. Macro-level variables include political, legal, social-cultural and international pressures. Meso-level factors include customers' concerns, shareholders’ and investors' demands, industry-level variables and media coverage. Micro-level factors include the firm-level governance mechanisms, executives' reporting attitude and role of sustainability promoting institutions. Unlike in developed markets, companies in developing markets feel minimal public pressure for sustainability disclosure but rather are influenced by international NGOs, the media and international buyers. Multi-level and multitude of pressures for sustainability disclosure explains the widely observed differences between studies.Originality/valueThis research presents the most extensive systematic review of the extant sustainability disclosure literature and is the first study to group determinants into micro-, meso- and macro-level components using multi-level analysis.
目的本研究采用多层次框架对可持续性信息披露决定因素的实证文献进行系统总结和综合。设计/方法/方法本综述研究基于159项实证研究,这些研究考察了可持续性披露的决定因素,并在过去40年里发表在商学院特许协会(CABS)排名期刊上。企业正面临着可持续发展信息披露的多重压力。宏观层面的变量包括政治、法律、社会文化和国际压力。中观因素包括客户的担忧、股东和投资者的需求、行业层面的变量和媒体报道。微观因素包括公司层面的治理机制、高管的报告态度和可持续发展促进机构的作用。与发达市场不同,发展中市场的公司在可持续发展信息披露方面感受到的公众压力最小,而是受到国际非政府组织、媒体和国际买家的影响。可持续性信息披露的多重压力解释了研究之间广泛观察到的差异。原创性/价值本研究对现有的可持续性披露文献进行了最广泛的系统回顾,并首次使用多层次分析将决定因素分为微观、中观和宏观三个层面。
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引用次数: 0
Forecasting the impact of financial stress on hedging between the oil market and GCC financial markets 预测金融压力对石油市场和海湾合作委员会金融市场之间对冲的影响
IF 1.6 Q2 BUSINESS, FINANCE Pub Date : 2023-09-05 DOI: 10.1108/mf-10-2022-0472
Taicir Mezghani, M. Boujelbene, Souha Boutouria
PurposeThis paper investigates the predictive impact of Financial Stress on hedging between the oil market and the GCC stock and bond markets from January 1, 2007, to December 31, 2020. The authors also compare the hedging performance of in-sample and out-of-sample analyses.Design/methodology/approachFor the modeling purpose, the authors combine the GARCH-BEKK model with the machine learning approach to predict the transmission of shocks between the financial markets and the oil market. The authors also examine the hedging performance in order to obtain well-diversified portfolios under both Financial Stress cases, using a One-Dimensional Convolutional Neural Network (1D-CNN) model.FindingsAccording to the results, the in-sample analysis shows that investors can use oil to hedge stock markets under positive Financial Stress. In addition, the authors prove that oil hedging is ineffective in reducing market risks for bond markets. The out-of-sample results demonstrate the ability of hedging effectiveness to minimize portfolio risk during the recent pandemic in both Financial Stress cases. Interestingly, hedgers will have a more efficient hedging performance in the stock and oil market in the case of positive (negative) Financial Stress. The findings seem to be confirmed by the Diebold-Mariano test, suggesting that including the negative (positive) Financial Stress in the hedging strategy displays better out-of-sample performance than the in-sample model.Originality/valueThis study improves the understanding of the whole sample and positive (negative) Financial Stress estimates and forecasts of hedge effectiveness for both the out-of-sample and in-sample estimates. A portfolio strategy based on transmission shock prediction provides diversification benefits.
目的研究2007年1月1日至2020年12月31日期间,金融压力对石油市场与海湾合作委员会股票和债券市场对冲的预测影响。作者还比较了样本内和样本外分析的对冲性能。设计/方法/方法为了建模,作者将GARCH-BEKK模型与机器学习方法结合起来,预测金融市场和石油市场之间的冲击传递。作者还使用一维卷积神经网络(1D-CNN)模型,研究了在两种金融压力情况下的对冲表现,以获得良好的多元化投资组合。结果显示,样本内分析表明,在正向金融压力下,投资者可以利用石油对冲股市。此外,作者还证明了石油套期保值在降低债券市场风险方面是无效的。样本外结果表明,在最近的大流行期间,在这两个金融压力案例中,对冲有效性能够将投资组合风险降至最低。有趣的是,在正(负)金融压力的情况下,套期保值者在股票和石油市场将有更有效的套期保值表现。研究结果似乎得到了Diebold-Mariano检验的证实,表明在对冲策略中包含负(正)金融压力比样本内模型表现出更好的样本外表现。原创性/价值本研究提高了对整个样本和正(负)财务压力估计的理解,以及对样本外和样本内估计的对冲有效性的预测。基于传输冲击预测的投资组合策略提供了分散收益。
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引用次数: 0
Predicting customer deposits with machine learning algorithms: evidence from Tunisia 用机器学习算法预测客户存款:来自突尼斯的证据
IF 1.6 Q2 BUSINESS, FINANCE Pub Date : 2023-09-04 DOI: 10.1108/mf-02-2023-0135
Oussama Gafrej
PurposeThis paper aims to evaluate the performance of the multiple linear regression (MLR) using a fixed-effects model (FE) and artificial neural network (ANN) models to predict the level of customer deposits on a sample of Tunisian commercial banks.Design/methodology/approachTraining and testing datasets are developed to evaluate the level of customer deposits of 15 Tunisian commercial banks over the 2002–2021 period. This study uses two predictive modeling techniques: the MLR using a FE model and ANN. In addition, it uses the mean absolute error (MAE), R-squared and mean square error (MSE) as performance metrics.FindingsThe results prove that both methods have a high ability in predicting customer deposits of 15 Tunisian banks. However, the ANN method has a slightly higher performance compared to the MLR method by considering the MAE, R-squared and MSE.Practical implicationsThe findings of this paper will be very significant for banks to use additional management support to forecast the level of their customers' deposits. It will be also beneficial for investors to have knowledge about the capacity of banks to attract deposits.Originality/valueThis paper contributes to the existing literature on the application of machine learning in the banking industry. To the author's knowledge, this is the first study that predicts the level of customer deposits using banking specific and macroeconomic variables.
本文旨在利用固定效应模型(FE)和人工神经网络(ANN)模型来评估多元线性回归(MLR)对突尼斯商业银行样本客户存款水平的预测效果。设计/方法/方法开发了培训和测试数据集,以评估2002-2021年期间15家突尼斯商业银行的客户存款水平。本研究使用了两种预测建模技术:使用FE模型的MLR和人工神经网络。此外,它还使用平均绝对误差(MAE)、r平方和均方误差(MSE)作为性能指标。结果表明,这两种方法对突尼斯15家银行的客户存款预测具有较高的能力。然而,通过考虑MAE, r平方和MSE, ANN方法比MLR方法具有略高的性能。本文的研究结果对银行利用额外的管理支持来预测客户存款水平具有重要意义。对投资者来说,了解银行吸引存款的能力也是有益的。原创性/价值本文对机器学习在银行业应用的现有文献做出了贡献。据作者所知,这是第一个使用银行特定和宏观经济变量预测客户存款水平的研究。
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引用次数: 0
Linking consumer compatibility and bank reputation to intention to use mobile banking 将消费者兼容性和银行声誉与使用移动银行的意愿联系起来
IF 1.6 Q2 BUSINESS, FINANCE Pub Date : 2023-09-01 DOI: 10.1108/mf-05-2023-0304
Aslıhan Kıymalıoğlu, S. Akinci, Akzhan Alragig
PurposeThis article aims to question the role of attitude towards behavior and bank reputation in the relationship between consumer compatibility and behavioral intention.Design/methodology/approachUsing survey data from 640 mobile bank users in a developing country setting, the authors explored the conditional effects of users' compatibility on their future intention to use mobile banking services through attitude towards use as a function of perceived corporate reputation.FindingsThe results indicated that the attitude towards using mobile banking services has a partial mediating role in the relationship between compatibility and future intention to use. This indirect path depends on the reputation of the bank.Originality/valueThe original contribution of this study is to detail the mechanism between compatibility and usage intention that emerges within the scope of the model the authors propose and to realize this through the Johnson-Neyman approach.
目的本文旨在探讨行为态度和银行声誉在消费者相容性和行为意向之间关系中的作用。设计/方法/方法利用来自发展中国家640名手机银行用户的调查数据,作者通过将使用态度作为感知企业声誉的函数,探讨了用户兼容性对其未来使用手机银行服务意愿的条件影响。研究结果表明,使用手机银行服务的态度在兼容性与未来使用意愿之间的关系中具有部分中介作用。这种间接途径取决于银行的声誉。独创性/价值本研究的最初贡献是详细说明在作者提出的模型范围内出现的兼容性和使用意图之间的机制,并通过Johnson Neyman方法实现这一点。
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引用次数: 0
M&A activity and ESG performance: evidence from China 并购活动与ESG绩效:来自中国的证据
IF 1.6 Q2 BUSINESS, FINANCE Pub Date : 2023-08-21 DOI: 10.1108/mf-02-2023-0103
Jahidur Rahman, Jiani Wu
PurposeThis study explores the effect of mergers and acquisitions (M&As) on corporations' environmental, social and governance (ESG) performance and values in the Chinese financial market.Design/methodology/approachThis study collected data covering 158 Chinese listed companies that have successfully completed at least one M&A activity between 2011 and 2020. Fixed effect and random models based on the Hausman test are adopted to mitigate potential heterogeneity issues in the selection.FindingsResults show that acquiring targets with high ESG performance can help increase their own ESG performance, which in turn increases their market values. Heterogeneity and robustness tests also provide consistent results. Findings further confirm the bidirectional correlation between ESG and M&As, and then enrich related literature by suggesting the importance of utilizing M&As as a driver to increase corporate ESG performance.Originality/valueThis study embodies the practical implications of ESG and M&A. Managers, investors and policymakers can highly benefit from the results through practical applications.
目的探讨并购对中国金融市场企业环境、社会和治理(ESG)绩效和价值观的影响。本研究收集了158家在2011年至2020年间成功完成至少一次并购活动的中国上市公司的数据。采用基于Hausman检验的固定效应和随机模型来缓解选择中的潜在异质性问题。研究结果表明,收购ESG绩效高的企业,有利于企业自身ESG绩效的提升,进而提升企业的市场价值。异质性和稳健性检验也提供了一致的结果。研究结果进一步证实了ESG与并购之间的双向相关性,进而丰富了相关文献,表明利用并购作为驱动因素提高企业ESG绩效的重要性。原创性/价值本研究体现了ESG与并购的现实意义。管理者、投资者和政策制定者可以通过实际应用从研究结果中获益。
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引用次数: 0
Small Bowel Villous Atrophy in a Young Patient: A Challenging Diagnosis. 年轻患者的小肠绒毛萎缩:具有挑战性的诊断
IF 0.9 Q2 BUSINESS, FINANCE Pub Date : 2023-08-10 eCollection Date: 2024-06-01 DOI: 10.1159/000531396
João Correia, Andreia Freitas, António Marinho, Ana Ponte, Edgar Afecto, Manuela Estevinho

Common variable immunodeficiency enteropathy is a sprue-like disease, which may manifest as a severe malabsorption syndrome with nutritional deficits and cachexia. The authors report a case of a 33-year-old Afghan man, who presented to the emergency department due to chronic watery diarrhea and severe malnourishment. He had been previously misdiagnosed with celiac disease in his early adulthood; however, this was based on inconclusive findings. After a thorough diagnostic workup, the final diagnosis of common variable immunodeficiency enteropathy with symptomatic norovirus infection of the gut was obtained during his prolonged hospitalization. A slow but progressive improvement was observed with immunoglobulin replacement therapy, corticotherapy, and ribavirin treatment. This is a noteworthy case of a rare malabsorption disorder, and it reviews important aspects concerning the differential diagnosis of small bowel villous atrophy of unknown etiology, as well as gastrointestinal manifestations of common variable immunodeficiency disorder.

常见变异性免疫缺陷肠病是一种芽胞样疾病,可表现为严重的吸收不良综合征,伴有营养缺乏和恶病质。作者报告了一例 33 岁的阿富汗男子因长期水样腹泻和严重营养不良而到急诊科就诊的病例。他在成年早期曾被误诊为乳糜泻,但当时的诊断结果并不确定。经过全面诊断,在他长期住院期间,最终确诊为常见变异性免疫缺陷肠病,并伴有无症状的诺如病毒感染肠道。经过免疫球蛋白替代疗法、皮质激素疗法和利巴韦林治疗后,病情得到了缓慢但渐进的改善。这是一个值得注意的罕见吸收障碍病例,它回顾了病因不明的小肠绒毛萎缩以及常见变异性免疫缺陷病的胃肠道表现的鉴别诊断的重要方面。
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引用次数: 0
Funding liquidity risk: does banking market structure matter? 融资流动性风险:银行市场结构重要吗?
IF 1.6 Q2 BUSINESS, FINANCE Pub Date : 2023-08-04 DOI: 10.1108/mf-02-2023-0097
Japan Huynh
PurposeThe paper empirically investigates the link between banking market structure and funding liquidity risk.Design/methodology/approachWith a panel of Vietnamese commercial banks from 2007 to 2021, the system generalized method of moments (GMM) estimator is applied as the primary regression method, while the random-effect model and the corrected least square dummy variable (LSDVC) technique are also considered in robustness checks.FindingsCompetition may increase banks' funding liquidity risk. This finding holds for competition measures derived from the Boone index and concentration ratios but not in the case of the Lerner index as a proxy for market power. Further results indicate that the funding liquidity risk of banks that are larger and have better performance (less credit risk and higher return) tends to be less affected by competition. Besides, the overall impact of bank competition on funding liquidity risk is amplified by the financial crisis and the COVID-19 pandemic.Originality/valueThe study extends the empirical literature by exploring the relationship between bank competition and funding liquidity risk. Additionally, the paper also studies how the impact of bank competition on funding liquidity risk depends on the characteristics of the banking sector and the macroeconomic conditions of the economy, including the moderating effect of the COVID-19 pandemic.
目的实证研究银行市场结构与融资流动性风险之间的关系。设计/方法论/方法在2007年至2021年的一个越南商业银行小组中,系统广义矩量法(GMM)估计量被用作主要回归方法,而随机效应模型和校正最小二乘伪变量(LSDVC)技术也被考虑在稳健性检查中。发现竞争可能会增加银行的融资流动性风险。这一发现适用于从布恩指数和集中度得出的竞争指标,但不适用于勒纳指数作为市场力量的代表。进一步的研究结果表明,规模较大、业绩较好(信用风险较小、回报率较高)的银行的融资流动性风险往往较少受到竞争的影响。此外,金融危机和新冠肺炎疫情加剧了银行竞争对融资流动性风险的总体影响。原创性/价值本研究通过探索银行竞争与融资流动性风险之间的关系,扩展了实证文献。此外,本文还研究了银行竞争对融资流动性风险的影响如何取决于银行业的特征和经济的宏观经济条件,包括新冠肺炎疫情的缓和效应。
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引用次数: 0
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Managerial Finance
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