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Synthetic cap rate indices (1991-Covid era) 合成资本利率指数(1991-科维德时代)
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-13 DOI: 10.1016/j.gfj.2024.100961
Andreas D. Christopoulos , Joshua G. Barratt , Daniel C. Ilut

We introduce a method that combines Euclidean distancing and OLS techniques to project synthetic capitalization rate indices (‘SCXs’) for metropolitan statistical areas in the US. SCXs are projected independently of market prices, asset specific characteristics and geographic location (ex-ante). In contrast to market cap rates, driven by geographic proximity and market comparables, our new method is driven by economic proximity. We find SCXs provide better forward guidance than market cap rates for commercial real estate (‘CRE’) defaults and CRE values before and during the Covid pandemic. Our method establishes CRE benchmark cap rate indices across property types that explicitly connect CRE valuation at the MSA level to macroeconomic indicators through economic proximity.

我们介绍了一种结合欧氏距离和 OLS 技术的方法,用于预测美国大都市统计区的合成资本化率指数('SCXs')。SCX 的预测不受市场价格、特定资产特征和地理位置(事前)的影响。与受地理位置和市场可比性驱动的市场市值率不同,我们的新方法受经济邻近性驱动。我们发现,对于科维德大流行之前和期间的商业房地产('CRE')违约和商业房地产价值,SCX 比市场资本利率提供了更好的前瞻性指导。我们的方法建立了跨物业类型的 CRE 基准上限率指数,通过经济接近性将 MSA 级别的 CRE 估值与宏观经济指标明确联系起来。
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引用次数: 0
Economic policy uncertainty and the inhibitory effect of firms' green technology innovation 经济政策的不确定性与企业绿色技术创新的抑制效应
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-06 DOI: 10.1016/j.gfj.2024.100960
Xiaoxiao Zhou , Mengsi Dai , Xiaowei Ma , Vincent Charles , Umer Shahzad , Xin Zhao

Given the potential unforeseen impacts of environmental regulation changes on the innovative activities of micro agents, it is crucial to examine the effects of economic policy uncertainty (EPU) on business development. Several studies have shown that uncertainty acts as a hindrance and can hinder business innovation. This study utilizes data from 807 listed companies spanning from 2007 to 2019 and employs a double fixed-effects model to investigate the influence of EPU on enterprises' green technology innovation activities. The results reveal that EPU decreased firms' green technology innovation. Moreover, EPU inhibits corporate green technology innovation by increasing corporate financing constraints. Thus, financing constraints mediate between EPU and enterprises' level of green technology innovation, with increased market competition reducing the inhibiting effect of EPU on innovation. Furthermore, EPU decreases green technology innovation more among nonstate-owned and low-tech businesses than state-owned and high-tech businesses. This paper reveals the intrinsic mechanism of EPU on firms' innovation, clarifies the technological innovation process, and provides insights into governmental environmental governance from the perspective of EPU.

鉴于环境法规变化可能对微观主体的创新活动产生不可预见的影响,研究经济政策不确定性(EPU)对企业发展的影响至关重要。多项研究表明,不确定性会阻碍企业创新。本研究利用 2007 年至 2019 年 807 家上市公司的数据,采用双固定效应模型研究了 EPU 对企业绿色技术创新活动的影响。结果表明,EPU 降低了企业的绿色技术创新。此外,EPU 通过增加企业融资约束来抑制企业绿色技术创新。因此,融资约束是 EPU 与企业绿色技术创新水平之间的中介,市场竞争的加剧降低了 EPU 对创新的抑制作用。此外,与国有企业和高科技企业相比,EPU 对非国有企业和低技术企业绿色技术创新的抑制作用更大。本文揭示了EPU对企业创新的内在机制,阐明了技术创新过程,并从EPU的角度对政府环境治理提出了见解。
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引用次数: 0
Trade openness and income inequality: The moderating role of institutional quality 贸易开放与收入不平等:制度质量的调节作用
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-05 DOI: 10.1016/j.gfj.2024.100959
Hyun-Jung Nam , Bart Frijns , Doojin Ryu

This study examines the effects of trade openness on income inequality and the moderating role of institutional quality in this dynamic within the Association of Southeast Asian Nations. We find the inverted U-shaped relationship between trade openness and income inequality. At a low level of trade openness, an increase in trade openness leads to higher income inequality. Beyond a certain threshold, however, trade openness starts to decrease income inequality. Institutional quality plays a moderating role, proving essential in reducing inequality. As policies and regulations improve and mature, they support private sector growth, contributing to a decrease in inequality. We highlight the importance of institutional quality as a moderator, not only to promote economic growth but also to ensure an equitable distribution of its benefits, particularly those derived from trade openness, across society.

本研究探讨了贸易开放对收入不平等的影响,以及制度质量在东南亚国家联盟(东盟)这一动态中的调节作用。我们发现贸易开放度与收入不平等之间存在倒 U 型关系。在贸易开放度较低的情况下,贸易开放度的提高会导致收入不平等的加剧。然而,超过一定门槛后,贸易开放度开始降低收入不平等。制度质量起着调节作用,对减少不平等至关重要。随着政策和法规的完善和成熟,它们会支持私营部门的增长,从而促进不平等的减少。我们强调制度质量作为调节因素的重要性,它不仅能促进经济增长,还能确保经济增长的利益,尤其是贸易开放带来的利益,在全社会得到公平分配。
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引用次数: 0
Corrigendum to “Private placement, share prices, volume and financial crisis: An emerging market study” [Global Finance Journal Volume 24, Issue 3, 2013, Pages 203–221] 更正:"私募、股价、交易量与金融危机:新兴市场研究》[《全球金融期刊》第 24 卷第 3 期,2013 年,第 203-221 页]
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-05 DOI: 10.1016/j.gfj.2024.100958
M. Normazia
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引用次数: 0
Unlocking the impact of digital technology progress and entry dynamics on firm's total factor productivity in Chinese industries 解读中国产业中数字技术进步和进入动态对企业全要素生产率的影响
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-01 DOI: 10.1016/j.gfj.2024.100957
Junyu Pan , Javier Cifuentes-Faura , Xin Zhao , Xiaoqian Liu

In today's digital era, technology serves as a fundamental pillar of the digital economy, greatly transforming business models and re-evaluating the enterprises' worth. This theoretical study incorporates digital technology factors into a task-based model to discuss the impact of digital technology advancement and entry price on corporate total factor productivity (TFP) using 2008–2021 data from Chinese-listed companies. The findings show that advances in digital technology considerably help in improving corporate TFP. According to digital technology's pricing strategy, a decrease in the entry price is essential to advancing digital technology and improving TFP. An improvement in corporate management and operational capabilities contributes to incorporating digital technologies at a lower price, thus enhancing corporate TFP. In addition, digital technology advancement generates a heterogeneous TFP effect, which is highlighted in regions with well-protected intellectual property rights, enterprises with high-tech certifications, and nonstate enterprises. These findings demonstrate the empowering effect of emerging technologies on high-quality corporate development and provide strategic insights for companies to achieve digital transformation.

在当今的数字时代,技术作为数字经济的基本支柱,极大地改变了商业模式,重新评估了企业的价值。本理论研究将数字技术因素纳入基于任务的模型,利用 2008-2021 年中国上市公司数据,探讨数字技术进步和进入价格对企业全要素生产率(TFP)的影响。研究结果表明,数字技术的进步大大有助于提高企业的全要素生产率。根据数字技术的定价策略,入门价格的降低对于数字技术的进步和全要素生产率的提高至关重要。企业管理和运营能力的提高有助于以更低的价格引进数字技术,从而提高企业的全要素生产率。此外,数字技术进步还产生了全要素生产率的异质性效应,这在知识产权保护良好的地区、获得高科技认证的企业和非国有企业中尤为突出。这些发现证明了新兴技术对企业高质量发展的赋能效应,为企业实现数字化转型提供了战略启示。
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引用次数: 0
Bridging the gap: Uncovering static and dynamic relationships between digital assets and BRICS equity markets 缩小差距:揭示数字资产与金砖国家股票市场之间的静态和动态关系
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-02-22 DOI: 10.1016/j.gfj.2024.100955
Shoaib Ali , Nassar S. Al-Nassar , Muhammad Naveed

This study uniquely explores the link between nonfungible tokens (NFTs) and the stock markets, providing vital insights for investors to optimize portfolios during global uncertainties such as the health crisis and geopolitical conflicts. We employ the quantile vector autoregression (QVAR) model on daily data from March 14, 2018 to December 23, 2022. Subsequently, the statistics for portfolio analysis are computed using the DCC-GARCH model. Our results highlight that total connectedness at both extremes is significantly higher than at the mean and median quantiles suggesting strong impact of extreme events. The findings reveal that the equity markets of the BRICS countries receive shocks from the system, and NFTs act as transmitters of these shocks. Finally, the pre-COVID-19 pandemic optimal weights remained lower than the COVID-19 pandemic weights, proposing that to reduce risk investors should increase investment in BRICS markets. Similarly, the higher hedge ratio during the turmoil period implies a higher hedging cost. Our findings imply that investors should consider adjusting their investment strategies during periods of heightened global uncertainty to minimize risk and maximize returns.

本研究独特地探讨了不可兑换代币(NFT)与股票市场之间的联系,为投资者在健康危机和地缘政治冲突等全球不确定因素期间优化投资组合提供了重要见解。我们在2018年3月14日至2022年12月23日的每日数据上采用了量化向量自回归(QVAR)模型。随后,使用 DCC-GARCH 模型计算了投资组合分析的统计数据。我们的研究结果表明,两个极端的总关联度明显高于平均值和中位数,这表明极端事件的影响很大。研究结果表明,金砖国家的股票市场会受到来自系统的冲击,而 NFT 则是这些冲击的传播者。最后,COVID-19 大流行前的最优权重仍低于 COVID-19 大流行时的权重,这表明为降低风险,投资者应增加对金砖国家市场的投资。同样,动荡时期较高的对冲比率意味着较高的对冲成本。我们的研究结果表明,在全球不确定性加剧的时期,投资者应考虑调整投资策略,以实现风险最小化和收益最大化。
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引用次数: 0
The digital economy, market integration and environmental gains 数字经济、市场一体化和环境效益
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-02-21 DOI: 10.1016/j.gfj.2024.100956
Benbo Liang , Gailei He , Yuran Wang

Environmental governance has always been a focus of academic discourse. Innovatively, this study explores the environmental gains of the digital economy through the lens of market integration. Here, we provide several novel findings using staggered difference-in-differences and dynamic spatial Durbin models based on urban panel data from China from 2011 to 2019. First, the digital economy significantly improves air pollution, resulting in environmental gains for neighboring cities. Second, a heterogeneity analysis shows that the digital economy's environmental gains are more pronounced in regions with high endowment structures and urbanization rates. Finally, our mechanism analysis indicates that as commodity market segmentation and capital factor market distortion increase, the digital economy becomes more capable of improving air quality. The alleviation of capital factor market distortion and commodity market segmentation emerges as the mechanism through which the digital economy exerts its environmental gains.

环境治理一直是学术界讨论的焦点。本研究创新性地从市场一体化的视角探讨了数字经济的环境收益。在此,我们基于中国 2011 年至 2019 年的城市面板数据,采用交错差分和动态空间杜宾模型,得出了几个新的发现。首先,数字经济明显改善了空气污染,为周边城市带来了环境收益。其次,异质性分析表明,数字经济的环境收益在禀赋结构和城市化率高的地区更为明显。最后,我们的机制分析表明,随着商品市场分割和资本要素市场扭曲的加剧,数字经济更有能力改善空气质量。资本要素市场扭曲和商品市场分割的缓解成为数字经济产生环境收益的机制。
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引用次数: 0
Unlocking the black box of sentiment and cryptocurrency: What, which, why, when and how? 揭开情绪和加密货币的黑匣子:什么、哪些、为什么、何时以及如何?
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-02-15 DOI: 10.1016/j.gfj.2024.100945
Donyetta Bennett , Erik Mekelburg , Jack Strauss , T.H. Williams

We evaluate the impact of a large set of daily sentiment measures for predicting Ethereum (ETH) returns using Machine Learning (ML) methods. We examine ETH predictability and evaluate 5 W's: What, Which, When, Why, and hoW. What ML methods work best? Which variables robustly predict ETH returns? When and why does predictability occur? And how can we improve predictability? We extract information from fifty sentiment measures from Refinitiv's MarketPsych Analytics using ML methods including Lasso, Elastic Net, Principal Components, Partial Least Squares, Neural Net and Random Forest. We then apply an ensemble procedure that exponentially weights forecasts from these traditional ML methods based on recent MSFE criteria. By discounting past model performance, our ensemble procedure accommodates time variation in model selection and generates investment gains and significant out-of-sample pre- dictability. Our study offers practical implications for investing in ETH, including considering an array of sentiment measures, diversifying your model forecasts using an ensemble approach, and the importance of transaction costs in trading simulations.

我们使用机器学习 (ML) 方法评估了大量每日情绪指标对预测以太坊 (ETH) 回报率的影响。我们研究了 ETH 的可预测性,并评估了 5 个 W:What、Which、When、Why 和 hoW。哪些 ML 方法最有效?哪些变量能稳健预测 ETH 回报?何时以及为何会出现可预测性?如何提高可预测性?我们使用 Lasso、Elastic Net、Principal Components、Partial Least Squares、Neural Net 和 Random Forest 等 ML 方法,从 Refinitiv MarketPsych Analytics 的 50 个情绪指标中提取信息。然后,我们根据最近的 MSFE 标准,对这些传统 ML 方法得出的预测结果进行指数加权,应用集合程序。通过对过去的模型性能进行折现,我们的集合程序能够适应模型选择的时间变化,并产生投资收益和显著的样本外预可支配性。我们的研究为投资以太坊提供了实际意义,包括考虑一系列情绪指标、使用集合方法使模型预测多样化,以及交易成本在模拟交易中的重要性。
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引用次数: 0
Which witch is which? Deconstructing the foreign exchange markets activity 哪个是女巫?解构外汇市场活动
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-02-10 DOI: 10.1016/j.gfj.2024.100947
Alexei G. Orlov, Rajiv Sharma

Using regulatory data on transactions and positions, we provide a comprehensive overview of the activity in the foreign exchange (FX) derivatives markets, including futures, swaps, and options, covering exchange-traded and over-the-counter (OTC) products. The heretofore publicly unavailable statistics trace the behavior of dealers, hedge funds, asset managers, pension funds, insurance companies, and sovereign and supranational institutions before, during, and in the aftermath of the market stress of March 2020. We show that when the COVID market shock sharply increased the demand for the US dollar (USD), certain client sectors (e.g., hedge funds and sovereigns), along with dealers, provided USD liquidity by significantly increasing their long-USD swap positions. We find that client sectors are heterogeneous with respect to their liquidity needs and that their aggregate positions are small compared to dealer inventories. In addition to the inter-sector heterogeneity, we highlight the heterogeneity of firms within a client sector by focusing on hedge funds' USD/Euro swap positions—the most active client sector and currency pair in our data. Conversely, the FX dealers follow similar strategies, are competitive, and engage in multilateral netting arrangements to significantly reduce their risk exposure. Finally, using a sample of hedge funds that simultaneously participated in swaps and futures markets, we present evidence on trading volumes and frequencies that suggests that the OTC market is the preferred space for FX risk transfer, whereas the exchange-traded derivatives market serves the price discovery and immediacy functions for smaller trades.

利用交易和头寸的监管数据,我们全面概述了外汇衍生品市场的活动,包括期货、掉期和期权,涵盖交易所交易和场外交易(OTC)产品。这些迄今为止尚未公开的统计数据追踪了交易商、对冲基金、资产管理公司、养老基金、保险公司以及主权和超国家机构在 2020 年 3 月市场压力之前、期间和之后的行为。我们发现,当 COVID 市场冲击急剧增加对美元的需求时,某些客户部门(如对冲基金和主权国家)与交易商一起,通过大幅增加美元多头掉期头寸来提供美元流动性。我们发现,客户部门对流动性的需求各不相同,而且与交易商的库存相比,客户部门的总持仓规模较小。除了行业间的异质性,我们还通过关注对冲基金的美元/欧元掉期头寸--我们数据中最活跃的客户行业和货币对--来强调客户行业内企业的异质性。相反,外汇交易商遵循相似的策略,具有竞争力,并参与多边净额结算安排,以大幅降低风险敞口。最后,利用同时参与掉期和期货市场的对冲基金样本,我们提出了有关交易量和频率的证据,表明场外交易市场是外汇风险转移的首选空间,而交易所交易的衍生品市场则为较小规模的交易提供价格发现和即时性功能。
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引用次数: 0
Does the stock market anticipate events and supreme court decisions in corporate cases? 股票市场会预测公司案件中的事件和最高法院的裁决吗?
IF 5.2 2区 经济学 Q1 BUSINESS, FINANCE Pub Date : 2024-02-09 DOI: 10.1016/j.gfj.2024.100946
Yehuda Davis , Suresh Govindaraj , Kate Suslava

This paper investigates stock market reactions to judicial events in the United States Supreme Court (SCOTUS) involving at least one public firm. Using a comprehensive dataset of >500 SCOTUS cases from 1948 to 2018, we find that the stock market reacts significantly to both the grant of certiorari and the announcement of the final decision. In particular, the stock market reaction to the petitioner and respondent being granted certiorari is significantly negative, portending general higher uncertainty ahead. Furthermore, the stock market reaction to the final decisions for winning (losing) firms is positive (negative). In addition, we find that case characteristics, such as parties involved and the type of legal issue, explain some of the cross-sectional variations in the stock returns across cases. Our tests also show that there is no prior information leakage and no stock price drift following the events.

本文研究了股市对美国最高法院(SCOTUS)至少涉及一家上市公司的司法事件的反应。通过使用 1948 年至 2018 年的 >500 个 SCOTUS 案件的综合数据集,我们发现股票市场对批准诉讼保全和宣布最终判决都有显著反应。特别是,请愿人和答辩人获得诉讼保全的股市反应明显为负,预示着未来的不确定性普遍较高。此外,股市对胜诉(败诉)公司最终裁决的反应为正(负)。此外,我们还发现,案件特征(如涉案各方和法律问题类型)可以解释不同案件中股票回报率的部分横截面差异。我们的检验还表明,在事件发生后不存在事先信息泄露和股价漂移。
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引用次数: 0
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Global Finance Journal
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