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Quantile price convergence and spillover effects among Bitcoin, Fintech, and artificial intelligence stocks 比特币、金融科技和人工智能股票的分位数价格趋同和溢出效应
IF 1.7 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2022-10-17 DOI: 10.1111/irfi.12393
Emmanuel Joel Aikins Abakah, Aviral Kumar Tiwari, Chi-Chuan Lee, Matthew Ntow-Gyamfi

This research explores the distributional and directional predictabilities among Fintech, Bitcoin, and artificial intelligence stocks from March 2018 to January 2021 using nonparametric causality-in-quantile and crossquantilogram approaches. We also examine connectedness across the assets using a quantile VAR approach. The results indicate the existence of bidirectional causality-in-variance between the variables in a normal market. We also find that directional predictability among the assets is oscillatory over time lags. Finally, we observe a strong price connectedness for highly positive and negative changes. These results further document the diversification potential and safe-haven properties of technology-related assets for portfolio investors.

本研究利用非参数分位数因果关系和交叉数量图方法,探讨了2018年3月至2021年1月期间金融科技、比特币和人工智能股票的分布和方向性可预测性。我们还使用分位数VAR方法检查资产之间的连通性。结果表明,在正常市场中,各变量之间存在双向的方差因果关系。我们还发现,资产之间的方向性可预测性随时间滞后而振荡。最后,我们观察到高度积极和消极变化的强烈价格连通性。这些结果进一步证明了投资组合投资者对技术相关资产的多元化潜力和避险属性。
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引用次数: 13
Buy and buy again: The impact of unique reference points on (re)purchase decisions 再次购买:独特参考点对(再)购买决策的影响
IF 1.7 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2022-10-17 DOI: 10.1111/irfi.12399
Gizelle D. Willows, Daniel W. Richards

Behavioral finance has uncovered that investor engage emotionally when trading. We investigate how three psychological factors influence purchase and repurchase decisions: representativeness, the influence of prior gains, and reference points. Using trading data of 7200 UK investors we find that purchase decisions are influenced by representative heuristic and repurchase decisions are influenced by both representative heuristic and prior profitability. Further survival analysis showed that investors use the prior selling price as a unique reference point. Investors are more likely to repurchase a stock when trading above its reference point, but more likely to initiate the repurchase when trading below. Investors are influenced by previous experience and engage learning behavior when they seek to reinforce past success. As reference points are inferred but infrequently researched, this research adds to the literature and provides important and robust results for those engaging with financial planning clients.

行为金融学发现,投资者在交易时是情绪化的。我们研究了三个心理因素如何影响购买和再购买决策:代表性、先前收益的影响和参考点。利用7200名英国投资者的交易数据,我们发现购买决策受到代表性启发式的影响,回购决策同时受到代表性启发式和先验盈利能力的影响。进一步的生存分析表明,投资者使用之前的销售价格作为一个独特的参考点。当交易高于参考点时,投资者更有可能回购股票,但当交易低于参考点时,投资者更有可能发起回购。当投资者寻求巩固过去的成功时,他们会受到以往经验的影响,并参与学习行为。由于参考点是推断出来的,但很少被研究,这项研究增加了文献,并为那些从事财务规划客户提供了重要而有力的结果。
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引用次数: 0
The real effects of local mutual funds: Evidence from corporate innovation 地方共同基金的实际效应:来自企业创新的证据
IF 1.7 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2022-10-17 DOI: 10.1111/irfi.12398
Hyoseok (David) Hwang

This paper investigates whether the proximity between mutual funds and firms could explain corporate innovation. I find that local mutual funds tend to increase firms' R&D expenditures and productivity. Firms with greater local ownership produce more patents and patents with bigger impact. The positive relations are more pronounced for firms with low information quality and poor corporate governance. Further, local funds with more innovative firms outperform the ones with less innovative firms. Finally, firms with higher local ownership are less likely to fire CEOs who engage in innovation, which incentivizes CEOs for risky investments.

本文考察了共同基金与公司之间的接近是否可以解释公司创新。我发现地方共同基金倾向于增加公司的研发支出和生产率。拥有更多本地所有权的公司会产生更多的专利,专利的影响也更大。对于信息质量较低和公司治理较差的公司,这种正相关关系更为明显。此外,拥有更多创新公司的本地基金的表现优于那些拥有较少创新公司的基金。最后,本地所有权较高的公司不太可能解雇从事创新的首席执行官,这激励了首席执行官进行风险投资。
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引用次数: 1
Information of employee decisions and stock returns in the Korean stock market 韩国股市的员工决策和股票收益信息
IF 1.7 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2022-10-04 DOI: 10.1111/irfi.12394
Jaewan Bae, Jangkoo Kang

We study the role of rank-and-file employees on asset prices in the Korean stock market using monthly labor flow data from the national pension subscription descriptions. We find that firms experiencing high net labor outflows have lower future risk-adjusted returns. This return predictability is found to originate mainly from gross labor outflows. We further show that the workers' labor market decisions better reflect information on the firms' fundamentals when firm sales are greater related to wages or when workers can more easily transfer to better jobs. Finally, we confirm the workers' ability to predict firm performance.

我们研究了普通员工的作用,在韩国股票市场的资产价格使用月度劳动力流动数据从国民养老金认购说明。我们发现,经历高净劳动力外流的公司未来风险调整后的回报率较低。这种回报可预测性主要来自劳动力总流出。我们进一步表明,当公司销售与工资的关系更大,或者当工人更容易转到更好的工作时,工人的劳动力市场决策更好地反映了公司的基本面信息。最后,我们证实了员工预测公司绩效的能力。
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引用次数: 0
Average skewness in global equity markets 全球股票市场的平均偏斜度
IF 1.7 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2022-10-04 DOI: 10.1111/irfi.12395
Yigit Atilgan, K. Ozgur Demirtas, A. Doruk Gunaydin, Imra Kirli

This paper examines the predictive power of average skewness, defined as the average of monthly skewness values across stocks, documented by the prior literature for US market returns in an international setting. First, we confirm the validity of the results in the original study and show that the intertemporal relation between average skewness and aggregate returns becomes weaker in an alternative sample period. Second, when we repeat the analysis in 22 developed non-US markets, we find that average skewness has no robust predictive power for future market returns. The loss of forecasting power in the international sample does not depend on the method used to calculate average skewness or the regression specification and is supported by additional out-of-sample tests and subsample analysis.

本文考察了平均偏态的预测能力,平均偏态定义为股票的月度偏态值的平均值,由先前文献记录的国际环境下美国市场回报率。首先,我们证实了原始研究结果的有效性,并表明在替代样本期内,平均偏度和总回报之间的跨期关系变得较弱。其次,当我们在22个发达的非美国市场重复分析时,我们发现平均偏度对未来市场回报没有强大的预测能力。国际样本中预测能力的损失不取决于用于计算平均偏斜度的方法或回归规范,并得到额外的样本外测试和子样本分析的支持。
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引用次数: 0
A new unique impulse response function in linear vector autoregressive models 线性向量自回归模型中一种新的唯一脉冲响应函数
IF 1.7 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2022-10-03 DOI: 10.1111/irfi.12396
Yanlin Shi

This article proposes a new unique impulse response function (IRF) measure, or MIRF, based on the popular vector autoregressive model to study interdependency of multivariate time series. Same as the orthogonal IRF, the estimator of MIRF has an analytical form with well-established asymptotics, and is invariant to ordering of series. Compared to alternative unique IRF measures, MIRF does not depend on extreme identifications, and the associated forecast error variance measure is explainable. An illustrative empirical example is also provided.

本文在流行的向量自回归模型的基础上,提出了一种新的独特脉冲响应函数(IRF)测度,即MIRF,来研究多变量时间序列的相关性。与正交IRF一样,MIRF的估计器具有一种具有公认渐近性的分析形式,并且对级数的排序是不变的。与替代的唯一IRF度量相比,MIRF不依赖于极端识别,并且相关的预测误差方差度量是可解释的。还提供了一个说明性的经验示例。
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引用次数: 0
The maturity-lengthening role of national development banks 国家开发银行在延长到期日方面的作用
IF 1.7 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2022-09-21 DOI: 10.1111/irfi.12391
Alfredo Schclarek, Jiajun Xu, Jianye Yan

We analyze why national development banks (NDBs) may provide longer-term loans to firms than private commercial banks (PCBs). If NDB bonds have higher collateral value than PCB bonds, then NDBs may lend longer-term than PCBs. NDBs may enjoy higher recapitalization willingness and capacity by the state and hence greater collateral value than PCBs. Moreover, NDBs may have advantages over state-owned commercial banks if NDB bonds enjoy higher market liquidity. However, NDBs may suffer from poor monitoring quality owing to undue political intervention, thus undermining collateral value. Our study implies that NDBs are not substitutes for but complements to PCBs.

我们分析了为什么国家开发银行(ndb)可能比私人商业银行(PCBs)向企业提供更长期的贷款。如果新开发银行债券的抵押品价值高于PCB债券,那么新开发银行的贷款期限可能比PCB债券更长。国家对新开发银行的资本重组意愿和能力可能更高,因此抵押品价值可能高于pcb。此外,如果新开发银行债券享有更高的市场流动性,它可能比国有商业银行更有优势。然而,由于不适当的政治干预,新开发银行可能受到监测质量差的影响,从而削弱了附带价值。我们的研究表明,ndb不是多氯联苯的替代品,而是多氯联苯的补充。
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引用次数: 9
Impact of mortgage soft information in loan pricing on default prediction using machine learning 贷款定价中抵押贷款软信息对机器学习违约预测的影响
IF 1.7 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2022-09-18 DOI: 10.1111/irfi.12392
Thi Mai Luong, Harald Scheule, Nitya Wanzare

We analyze the impact of soft information on US mortgages for default prediction and provide a new measure for lender soft information that is based on the interest rates offered to borrowers and incremental to public hard information. Hard and soft information provide for a variation in annual default probabilities of approximately 3%. Soft information has a lesser impact over time and time since origination. Lenders rely more on soft information for high-risk borrowers. Our study evidences the importance of soft information collected at loan origination.

我们分析了软信息对美国抵押贷款违约预测的影响,并提供了一种基于向借款人提供的利率和公共硬信息增量的贷方软信息的新措施。硬数据和软数据显示,年违约概率的变化幅度约为3%。随着时间的推移,软信息的影响会越来越小。对于高风险借款人,贷款机构更多地依赖软信息。我们的研究证明了贷款发起时收集的软信息的重要性。
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引用次数: 1
Stock market, credit market, and heterogeneous innovations 股票市场、信贷市场和异质创新
IF 1.7 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2022-09-06 DOI: 10.1111/irfi.12390
Xun Wang

The relative importance of credit market development and stock market development in boosting innovation remains a long-standing debate issue. In this study, we document how different types of financial markets development affect heterogeneous innovations. Using a broad sample across 42 developed and emerging economies and a generalized difference-in-differences identification strategy, we find that stock market development leads to significantly higher substantive innovation, especially in young and small firms, but has negative impact on incremental innovation. Conversely, credit market development promotes incremental innovation, especially in mature and large firms, but has negative impact on substantive innovation. Further analyses indicate that stronger shareholder protection enhances the positive impact of stock market on substantive innovation, while stronger creditor rights enhance the promoting effect of credit market on incremental innovation, and even turn the negative impact of credit market on substantive innovation into positive. Our paper provides new insights into the heterogeneous effects of credit market and equity markets on the real economy.

信贷市场的发展和股票市场的发展在促进创新方面的相对重要性仍然是一个长期存在争议的问题。在本研究中,我们记录了不同类型的金融市场发展如何影响异质创新。利用42个发达经济体和新兴经济体的广泛样本和广义的差异中差识别策略,我们发现股票市场的发展导致显著更高的实质性创新,特别是在年轻和小型企业中,但对增量创新有负面影响。相反,信贷市场的发展促进了渐进式创新,特别是在成熟和大型企业中,但对实质性创新有负面影响。进一步分析表明,更强的股东保护增强了股票市场对实质性创新的正向影响,而更强的债权增强了信贷市场对增量创新的促进作用,甚至将信贷市场对实质性创新的负面影响转化为正向影响。本文对信贷市场和股票市场对实体经济的异质效应提供了新的见解。
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引用次数: 1
Are socially responsible exchange-traded funds paying off in performance? 对社会负责的交易所交易基金业绩是否有回报?
IF 1.7 4区 经济学 Q2 BUSINESS, FINANCE Pub Date : 2022-09-05 DOI: 10.1111/irfi.12389
Ya Dai, Liang Guo, Steve Liu, Hongxian Zhang

This study examines the Socially Responsible (SR) exchange-traded funds (ETFs) by comparing their risk-adjusted performance with a matched group of conventional ETFs in the U.S. equity market. In contrast to prior studies that focus on actively managed mutual funds, we find that the risk-adjusted returns of SR ETFs are significantly lower than those of conventional ETFs during the 2005–2020 period. Such underperformance is only observed in non-crisis periods but not in economic crisis periods (i.e., the 2020 pandemic recession and 2008 financial turmoil). We attribute the observed underperformance of SR ETFs during the non-crisis periods to their limited diversification of unsystematic risks resulting from various negative or positive screens employed in the funds. We also find that net fund flows of the SR ETFs are less sensitive to past negative performance than are conventional fund flows. Collectively, our findings suggest that, instead of seeking wealth maximization, socially conscious investors may choose SR ETFs to gain non-economic utility.

本研究通过比较社会责任(SR)交易所交易基金(etf)在美国股票市场的风险调整后的表现与一组匹配的传统etf。与以往对积极管理型共同基金的研究相比,我们发现在2005-2020年期间,SR etf的风险调整后收益显著低于传统etf。这种不佳表现只在非危机时期出现,而在经济危机时期(即2020年大流行病衰退和2008年金融动荡)没有出现。我们将观察到的SR etf在非危机时期的表现不佳归因于基金中采用的各种负面或正面筛选导致的非系统性风险分散有限。我们还发现,与传统资金流动相比,SR etf的净资金流动对过去的负业绩不那么敏感。总的来说,我们的研究结果表明,具有社会意识的投资者可能会选择SR etf来获得非经济效用,而不是追求财富最大化。
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引用次数: 1
期刊
International Review of Finance
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