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Predicting equity premium with adjusted dividend-price ratio: the USA and international evidence 用调整后的股息价格比预测股票溢价:美国和国际证据
IF 2.4 Q1 BUSINESS, FINANCE Pub Date : 2021-09-13 DOI: 10.1108/raf-10-2020-0311
Mahtab Athari, Atsuyuki Naka, Abdullah M. Noman
Purpose This paper aims to achieve two main objectives. The first is to introduce a suitable adjustment to the conventional dividend-price ratio, which would address econometric concerns and improve the predictability of the equity premium. The second is to compare the predictive performance of the newly introduced adjusted dividend-price ratio with the conventional dividend-price ratio. Design/methodology/approach The authors hypothesize that the adjusted dividend-price ratio will have better predictive power and forecasting quality for equity premium compared to the conventional dividend-price ratio. To test the hypothesis, the authors predict equity premium with both variables on a sample of 11 developed and emerging market indexes over a period spanning June 1995 to March 2017. To accommodate time variation in parameter values or structural breaks in the data, the authors conducted a fixed window rolling regressions using both variables. A variety of forecast techniques including magnitude and sign accuracy measures are applied to compare the performance of forecasts. Findings The adjusted dividend-price ratio is shown to be stationary and has both lower persistence and variability compared with the conventional dividend-price ratio. The authors find that the adjusted dividend-price ratio provides superior out-of-sample (OOS) performance compared to the conventional dividend-price ratio, for both size and sign accuracy, in forecasting equity premium for the majority of the countries in the sample. Research limitations/implications This paper introduces an easy-to-follow modification in the conventional dividend-price ratio that can be replicated by researchers and practitioners alike. However, the study has a limitation in that it does not capture the impact of dividend-paying firms within each index on the predictive ability of the adjusted dividend-price ratio. Practical implications The knowledge of equity premium predictability is important in implementing market-timing strategies and could be beneficial for portfolio and risk management. The newly introduced variable is easy to construct using widely available data without the need for complex econometric estimation. Investors can use this variable to predict equity premiums in international markets, both developed and emerging. The findings of this paper will be relevant to financial analysts, portfolio managers, investors and researchers in international finance. For example, by using the adjusted dividend-price ratio, investors would see up to 0.5% improvement in their OOS monthly forecasts of the equity premium. Originality/value To the best of the authors’ knowledge, this is the first paper that proposes adjustment in the conventional dividend-price ratio based on the past observations of the most recent quarter. In this way, the paper offers fresh insight that dividend-price ratio is still useful to predict equity premium albeit, after some adjustment
目的本文旨在实现两个主要目标。首先是对传统股息价格比率进行适当调整,这将解决经济计量方面的问题,并提高股票溢价的可预测性。二是比较新引入的调整后股息价格比与传统股息价格比的预测性能。设计/方法/方法作者假设,与传统股息价格比相比,调整后的股息价格比将具有更好的股权溢价预测能力和预测质量。为了验证这一假设,作者在1995年6月至2017年3月期间,对11个发达市场和新兴市场指数的样本进行了两个变量的股票溢价预测。为了适应参数值的时间变化或数据中的结构断裂,作者使用这两个变量进行了固定的窗口滚动回归。应用包括震级和符号精度测量在内的各种预测技术来比较预测的性能。结果表明,与传统股息价格比相比,调整后的股息价格比是稳定的,具有较低的持久性和可变性。作者发现,在预测样本中大多数国家的股权溢价时,与传统股息价格比相比,调整后的股息价格比在规模和符号准确性方面提供了优越的样本外(OOS)性能。研究局限性/含义本文介绍了一种易于遵循的对传统股息价格比的修改,研究人员和从业者都可以复制这种修改。然而,这项研究的局限性在于,它没有捕捉到每个指数中股息支付公司对调整后股息价格比预测能力的影响。实际含义股票溢价可预测性的知识在实施市场时机策略时很重要,可能有利于投资组合和风险管理。新引入的变量很容易使用广泛可用的数据构建,而不需要复杂的计量经济学估计。投资者可以使用这个变量来预测发达市场和新兴市场的股票溢价。本文的研究结果将与金融分析师、投资组合经理、投资者和国际金融研究人员有关。例如,通过使用调整后的股息价格比,投资者对股票溢价的OOS月度预测将提高0.5%。原创性/价值据作者所知,这是第一篇基于最近一个季度的过去观察结果提出调整传统股息价格比率的论文。通过这种方式,本文提供了新的见解,即尽管经过一些调整和修改,股息价格比仍然有助于预测股票溢价。该论文的研究结果将使人们重新对使用股息价格比率作为股票溢价的预测指标产生兴趣。
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引用次数: 3
Forcing responsibility? Examining earnings management induced by mandatory corporate social responsibility: evidence from India 强迫责任?强制性企业社会责任引发的盈余管理研究——来自印度的证据
IF 2.4 Q1 BUSINESS, FINANCE Pub Date : 2021-09-09 DOI: 10.1108/raf-06-2020-0151
Manish K. Bansal, Vivek Kumar
PurposeThis study aims to investigate the impact of mandatory corporate social responsibility (CSR) spending legislation on the earnings management strategies of firms.Design/methodology/approachThe authors use panel data regression models to analyze the data for this study. This study covers the post-legislation period, which spans over five years from the financial year ending March 2015 to the financial year ending March 2019.FindingsThe results show that firms manipulate accounting measures to avoid breaching the cut-off criteria for mandatory CSR. In particular, the results show that firms operating around the operating revenue threshold misclassify operating revenue as non-operating revenue. In contrast, firms operating around the net worth and net profit thresholds do downward real and accrual earnings management. These results are consistent with several robustness measures.Originality/valueTo the best of the authors’ knowledge, this is the first study that examines the impact of mandatory CSR spending on earnings management.
目的本研究旨在探讨强制性企业社会责任支出立法对企业盈余管理策略的影响。设计/方法/方法作者使用面板数据回归模型来分析本研究的数据。这项研究涵盖了立法后的时期,即从截至2015年3月的财政年度到截至2019年3月的财政年度的五年多时间。结果表明,企业操纵会计措施以避免违反强制性企业社会责任的截止标准。特别是,结果表明,在营业收入阈值附近运营的公司将营业收入错误地分类为非营业收入。相比之下,在净资产和净利润阈值附近运营的公司会降低实际和应计盈余管理。这些结果与几个稳健性措施一致。原创性/价值据作者所知,这是第一次研究强制性企业社会责任支出对盈余管理的影响。
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引用次数: 34
Managerial ability and stock price crash risk – the role of managerial overconfidence 管理能力与股价暴跌风险——管理者过度自信的作用
IF 2.4 Q1 BUSINESS, FINANCE Pub Date : 2021-08-21 DOI: 10.1108/raf-05-2020-0111
Jiaxin Liu, Dongliang Lei
PurposeThis paper aims to examine the relation between managerial ability and stock price crash risk, conditional on managerial overconfidence. In addition, conditional on managerial overconfidence, the authors investigate the effect of managerial ability on firms’ choice of bad news hoarding channels, which result in a stock price crash.Design/methodology/approachUsing a sample of 24,289 firm-years from companies listed on Compustat and CRSP from 1994 to 2018, the authors conduct panel regression analysis.FindingsThe authors find that managerial ability is positively associated with stock price crash risk only when managerial overconfidence is high. Furthermore, the authors find that managerial ability seems to exacerbate (attenuate) the bad news withholding by the overconfident managers using the earnings guidance (earnings management) channel. The authors find limited evidence that high-ability managers are likely to withhold bad news through the overinvestment channel and “other channels” when managers are overconfident. Finally, the authors find that the joint effect of managerial overconfidence and managerial ability on firms’ crash risk is more pronounced when there is a material weakness in firms’ internal controls, high investor belief heterogeneity and high information asymmetry. However, this effect appears to dissipate during the recent financial crisis in 2008.Originality/valueThis research reveals that managerial ability is costly to firms by engendering bad news hoardings and stock price crash risk when managers are overconfident. It also sheds light on how managerial overconfidence and managerial ability affect managers’ choice of bad news withholding channels and stock price crash risk. Finally, the paper is of practical value to the board of directors in selecting the prospective executives.
目的研究在管理层过度自信的条件下,管理层能力与股价崩盘风险之间的关系。此外,在管理层过度自信的条件下,研究了管理层能力对企业选择坏消息囤积渠道的影响,从而导致股价暴跌。设计/方法/方法采用1994年至2018年在Compustat和CRSP上市的24289家公司的样本,作者进行了面板回归分析。研究发现:只有当管理者过度自信时,管理者能力才与股价崩盘风险呈正相关。此外,作者发现,管理能力似乎加剧(减弱)了过度自信的管理者使用盈余指导(盈余管理)渠道所隐瞒的坏消息。作者发现有限的证据表明,当管理者过度自信时,高能力的管理者可能会通过过度投资渠道和“其他渠道”隐瞒坏消息。最后,笔者发现,当企业内部控制存在重大缺陷、投资者信念异质性较高、信息不对称程度较高时,管理者过度自信和管理能力对企业崩溃风险的共同影响更为显著。然而,在最近的2008年金融危机期间,这种影响似乎消失了。原创性/价值本研究表明,当管理者过度自信时,管理能力对公司来说是昂贵的,会产生坏消息囤积和股价崩溃风险。这也揭示了管理者过度自信和管理能力如何影响管理者对坏消息隐瞒渠道的选择和股价暴跌风险。最后,本文对董事会选择未来高管具有一定的实用价值。
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引用次数: 3
Blockholders and corporate governance: evidence from China’s split-share-structure reform 区块链持有者与公司治理:来自中国股权分置改革的证据
IF 2.4 Q1 BUSINESS, FINANCE Pub Date : 2021-07-29 DOI: 10.1108/RAF-07-2020-0184
Xiaolin Qian, Lewis H. K. Tam
PurposeProper empirical tests of the effect of blockholders’ monitoring incentives on corporate governance are scant in the literature because the relationship between ownership structure and enforcement of corporate governance mechanisms is bidirectional. This study aims to address the endogeneity issue by examining the effect of blockholding on executive turnover–performance sensitivity, using the split-share-structure (SSS) reform in China as an exogenous shock to blockholders’ monitoring incentives.Design/methodology/approachThis study uses a logit model for estimating the change in executive turnover–performance sensitivity around the SSS reform. Sub-sample analysis is conducted to examine whether the impact of SSS reform on the turnover-performance sensitivity is stronger for firms with more contestable blockholders who might consider stock liquidity, risk sharing and diversification in their monitoring/trading decisions.FindingsTop executive turnover, defined as CEO or board chair turnover, becomes less sensitive to firm operating performance after the reform, mainly for firms with contestable blockholders prior to the reform. Stock liquidity and blockholders’ demand for diversification can explain the impact of contestable blockholding. Moreover, blockholding is sensitive to firm operating performance after the reform but not before it.Originality/valueWith few exceptions, most studies in the blockholding literature focus on the effect of blockholder monitoring on firm value. Examining an exogenous shock to blockholding, this paper provides a set of new evidence for the impact of blockholding on executive turnover–performance sensitivity. The results call for more evidence of the impact of blockholding on executive turnover from other markets.
目的由于股权结构与公司治理机制执行之间的关系是双向的,因此文献中缺乏对大股东监督激励对公司治理影响的实证检验。本研究以股权分置改革对股东监督激励的外生冲击为研究对象,考察持股对高管离职绩效敏感性的影响,以解决内生性问题。设计/方法/方法本研究使用logit模型来估计SSS改革前后高管离职-绩效敏感性的变化。我们进行了子样本分析,以检验SSS改革对具有更多可竞争大股东的公司的营业额-业绩敏感性的影响是否更强,这些大股东可能在其监测/交易决策中考虑股票流动性、风险分担和多样化。高管更替(定义为CEO或董事会主席更替)在改革后对公司经营绩效的敏感性降低,主要是在改革前具有可竞争股东的公司。股票流动性和股东对多元化的需求可以解释竞争性持股的影响。此外,股份制改革后对企业经营绩效的影响比改革前更大。原创性/价值除了少数例外,大多数关于持股文献的研究都集中在股东监督对公司价值的影响上。本文考察了持股的外生冲击,为持股对高管离职绩效敏感性的影响提供了一组新的证据。研究结果要求提供更多证据,证明持股对其他市场高管离职的影响。
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引用次数: 1
Liquidity risk, transaction costs and financial closedness: lessons from the Iranian and Turkish stock markets 流动性风险、交易成本和金融封闭性:来自伊朗和土耳其股市的教训
IF 2.4 Q1 BUSINESS, FINANCE Pub Date : 2021-07-16 DOI: 10.1108/RAF-04-2020-0102
Sedighe Alizadeh, Mohammad Nabi Shahiki Tash, Johannes K. Dreyer
PurposeThis paper aims to study the impact of liquidity risk and transaction costs on stock pricing in Iran, a closed market operating under a financial embargo and compare the results with those of an important neighboring market, namely, Turkey.Design/methodology/approachThis study follows Liu et al. (2016) and incorporates liquidity risk and transaction costs into the traditional consumption-based asset-pricing model (CCAPM) from 2009 to 2017. Effective transaction costs are estimated a la Hasbrouck (2009) and liquidity risk according to eight different criteria.FindingsAccording to the results, both liquidity risk and transaction costs are higher in Iran, possibly due to the financial embargo. Thus, relative to Turkey, this paper should expect a higher increase in the CCAPM pricing performance in Iran when accounting for these two variables. The results are in line with this expectation and indicate that adjusting the CCAPM significantly increases its pricing performance in both countries, but relatively more in Iran.Originality/valueThis study compares liquidity risk and transaction costs in an economy under the extreme case of a financial embargo to an open yet in other important aspects similar economy from the same region.
目的本文旨在研究流动性风险和交易成本对伊朗股票定价的影响,并将其结果与一个重要的邻国市场的结果进行比较,Turkey.Design/methodology/approach本研究遵循刘等人的观点。(2016),将流动性风险和交易成本纳入2009年至2017年传统的基于消费的资产定价模型(CCAPM)。有效交易成本是根据哈斯布鲁克(2009)和流动性风险根据八个不同的标准估计的。调查结果显示,伊朗的流动性风险和交易成本都较高,可能是由于金融禁运。因此,相对于土耳其,本文预计在考虑这两个变量时,伊朗的CCAPM定价表现会有更高的增长。结果符合这一预期,并表明调整CCAPM显著提高了其在两国的定价表现,但在伊朗相对更高。原始价值/价值本研究将金融禁运极端情况下的经济体的流动性风险和交易成本与同一地区开放但在其他重要方面相似的经济体进行了比较。
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引用次数: 3
Accounting downside risk measures and credit spreads 会计下行风险措施和信用利差
IF 2.4 Q1 BUSINESS, FINANCE Pub Date : 2021-07-16 DOI: 10.1108/RAF-08-2020-0244
Pervaiz Alam
PurposeThis study aims to examine the association between predictive accounting downside risk measures and changes in credit spreads. Building upon the earnings downside risk (EDR) measure developed in prior literature, this paper introduces cash flow downside risk (CFDR).Design/methodology/approachThis study modifies an existing empirical framework (root lower partial moment) to calculate CFDR and applies it to a sample of firms between 2002 and 2013 for which credit default swap data are available.FindingsAfter validating the measure, this study identifies a positive association between CFDR and changes in credit spreads. This paper further shows the association between CFDR and credit spread changes is stronger than that between EDR and credit spread changes. Financial stability moderates the relationship between CFDR and credit spreads.Originality/valueThis study proposes a novel measure of accounting downside risk, CFDR and demonstrates a negative association between this measure and future cash flow and a positive association between this measure and future credit spreads.
目的本研究旨在探讨预测会计下行风险措施与信用息差变化之间的关系。在以往文献中提出的盈余下行风险(EDR)测度的基础上,本文引入了现金流下行风险(CFDR)。本研究修改了现有的经验框架(根下偏矩)来计算CFDR,并将其应用于2002年至2013年间可获得信用违约互换数据的公司样本。在验证了测量结果后,本研究确定了CFDR与信贷息差变化之间的正相关关系。本文进一步表明,CFDR与信用价差变化之间的关联强于EDR与信用价差变化之间的关联。金融稳定调节CFDR与信用利差之间的关系。原创性/价值本研究提出了一种新的会计下行风险指标CFDR,并证明了该指标与未来现金流量之间存在负相关关系,而该指标与未来信用利差之间存在正相关关系。
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引用次数: 1
Long-term performance following share repurchase, signaling costs and accounting transparency: Korean evidence 股票回购后的长期业绩、信号成本和会计透明度:韩国证据
IF 2.4 Q1 BUSINESS, FINANCE Pub Date : 2021-07-15 DOI: 10.1108/RAF-07-2020-0191
K. Kim, Yun W. Park
PurposeExisting studies show that firms may have an incentive to use share repurchases opportunistically, thereby taking advantage of market participants’ confirmation bias that share repurchase is a signal of undervaluation. This study aims to investigate whether signaling costs and accounting transparency can serve as tools to identify opportunistic share repurchases.Design/methodology/approachThe authors measure signaling costs by using two share repurchase methods (direct and indirect share repurchase) with different share repurchase costs, and measure accounting transparency using the history of earnings timeliness. The authors further measure long-term performance following share repurchases using operating performance and stock returns. Lastly, the authors compare the long-term performances between the groups defined by share repurchase method and earnings timeliness level.FindingsThe authors find that indirect share repurchase firms with a history of poor earnings timeliness experience unfavorable long-term performance, while other share repurchase firms do not. This finding reinforces the view that some share repurchases may be driven by managerial opportunism. In particular, when firms with a history of poor earnings-reporting behavior choose a low-cost repurchase method, their share repurchases may be motivated by managerial opportunism.Originality/valueThe findings suggest that past earnings timeliness and the signaling costs of a repurchase together are useful predictors of false signaling. Moreover, they suggest that investors can – at least in part – predict opportunistic share repurchases by using signaling costs and accounting transparency.
目的现有研究表明,企业可能有机会性地使用股票回购的动机,从而利用市场参与者对股票回购是低估信号的确认偏差。本研究旨在探讨信号成本和会计透明度是否可以作为识别机会性股票回购的工具。设计/方法/方法作者通过使用两种股票回购方法(直接和间接股票回购)与不同的股票回购成本来衡量信号成本,并使用盈余及时性的历史来衡量会计透明度。作者进一步用经营业绩和股票回报来衡量股票回购后的长期业绩。最后,比较了以股票回购方式和盈余及时性水平定义的集团的长期绩效。研究发现:具有较差收益及时性历史的间接股票回购公司的长期业绩不佳,而其他股票回购公司则不然。这一发现强化了一种观点,即一些股票回购可能是由管理层的机会主义驱动的。特别是,当有不良盈利报告行为历史的公司选择低成本回购方法时,他们的股票回购可能受到管理层机会主义的激励。原创性/价值研究结果表明,过去的盈利及时性和回购的信号成本一起是错误信号的有用预测因素。此外,它们还表明,投资者可以(至少在一定程度上)通过信号成本和会计透明度来预测机会性股票回购。
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引用次数: 1
Does corporate political party ideology matter? Evidence from bank loan contracts 企业政党的意识形态重要吗?银行贷款合同证明
IF 2.4 Q1 BUSINESS, FINANCE Pub Date : 2021-06-10 DOI: 10.1108/RAF-04-2020-0105
H. Na
PurposeThis paper aims to examine how a firm’s political party orientation (Republican or Democratic), which is measured as the composite index based on the political party leanings of top managers, affects bank loan contracts. This study also investigates how the political culture of local states has a significant impact on loan contracts.Design/methodology/approachThis research uses various databases including the Loan Pricing Corporation’s DealScan database, financial covenant violation indicators based on the Securities and Exchange Commission (SEC) filings, firm bankruptcy filings and political culture index data to examine the impact of political orientation on the cost of debt. This paper also includes the state level of gun ownership and bachelor’s degrees to investigate how local political culture affects the loan contract. To control endogenous concerns, this paper uses an instrumental variable analysis.FindingsFirms that have Republican-oriented political identities pay lower yield spreads for the main costs of debt including all-in-spread-drawn and all-in-spread-undrawn. This pattern is consistent with other fees of bank loans. This paper finds that an increase in conservative political policies toward Republican orientations is negatively associated with the cost of debt. The main findings also show that the political culture in the state where the headquarters of the borrowing firm are located plays an important role in bank loan contracts.Originality/valueThe findings in this paper provide evidence that a firm’s political party orientation significantly affects the loan contract terms in both pricing and non-pricing terms. To the best of the author’s knowledge, this is the first study that shows the importance of political party identification on loan contracts by separating the sample into Republican, neutral and Democratic.
本文旨在考察企业政党倾向(共和党或民主党)如何影响银行贷款合同,这是基于高层管理人员政党倾向的综合指数。本研究亦探讨地方政府的政治文化如何对贷款合约产生显著影响。本研究使用多种数据库,包括贷款定价公司(Loan Pricing Corporation)的DealScan数据库、基于美国证券交易委员会(SEC)文件的金融契约违反指标、公司破产文件和政治文化指数数据,来检验政治倾向对债务成本的影响。本文还纳入了州一级的枪支拥有量和学士学位,以研究地方政治文化如何影响贷款合同。为了控制内生因素,本文使用了工具变量分析。研究发现,具有共和党倾向的政治身份的公司为债务的主要成本支付更低的收益率差,包括全利差和全利差。这种模式与银行贷款的其他收费是一致的。本文发现,倾向共和党的保守政治政策的增加与债务成本呈负相关。主要研究结果还表明,借贷公司总部所在州的政治文化在银行贷款合同中起着重要作用。本文的研究结果证明,企业的政党取向在定价条款和非定价条款上显著影响贷款合同条款。据作者所知,这是第一个通过将样本分为共和党、中立和民主党来显示政党认同对贷款合同重要性的研究。
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引用次数: 5
Agency costs in the market for corporate control: evidence from UK takeovers 公司控制权市场中的代理成本:来自英国收购的证据
IF 2.4 Q1 BUSINESS, FINANCE Pub Date : 2021-06-08 DOI: 10.1108/RAF-04-2020-0083
E. Jones, Bing Xu, Konstantin Kamp
Purpose: This paper examines whether agency costs predict disciplinary takeover likelihood for UK listed companies between 1986 and 2015. Design/Methodology/Approach: Using survival analysis, our approach is to identify candidates for disciplinary takeover on the basis of Tobin’s Q (TQ), which is consistent with the approach advocated by Manne (1965). We then examine how indicators of agency costs affect takeover likelihood within the set of disciplinary candidates. Findings: We provide evidence of the effectiveness of Tobin’s Q, rather than excess return, in identifying disciplinary takeover candidates. Takeover hazard for disciplinary candidates is higher for companies with higher levels of asset utilization and sales growth in particular. Companies with stronger agency problems are relatively less susceptible to disciplinary takeover. Practical Implications: Given the UK context of our study, where anti-takeover provisions are disallowed, and when compared to findings of US studies, our results imply some support for the effectiveness of an open merger policy. Originality/Value: While the connection between takeover likelihood and the market for corporate control has been made in previous studies, our study adopts a more explicit agency theory framework than previous studies of takeover likelihood. A key component of our contribution follows from differentiating candidates for disciplinary takeovers from other forms of M&A.
目的:本文考察了代理成本是否能预测1986年至2015年间英国上市公司的纪律收购可能性。设计/方法/方法:使用生存分析,我们的方法是在托宾Q(TQ)的基础上确定学科接管的候选人,这与Manne(1965)倡导的方法一致。然后,我们研究了代理成本指标如何影响纪律候选人中的收购可能性。调查结果:我们提供了托宾Q(而非超额回报)在确定纪律接管候选人方面的有效性证据。资产利用率和销售额增长水平较高的公司,纪律候选人的收购风险更高。代理问题更严重的公司相对来说不太容易受到纪律接管的影响。实际意义:考虑到我们研究的英国背景,即反收购条款被禁止,并且与美国的研究结果相比,我们的研究结果暗示了对公开合并政策有效性的一些支持。独创性/价值:虽然先前的研究已经将收购可能性与公司控制权市场联系起来,但我们的研究采用了比先前的收购可能性研究更明确的代理理论框架。我们贡献的一个关键组成部分是将纪律接管的候选人与其他形式的并购区分开来。
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引用次数: 1
Higher moments and US industry returns: realized skewness and kurtosis 更高的矩和美国行业回报:实现偏态和峰度
IF 2.4 Q1 BUSINESS, FINANCE Pub Date : 2021-03-29 DOI: 10.1108/RAF-06-2020-0171
Xiaoyu Chen, Bin Li, A. Worthington
PurposeThe purpose of this paper is to examine the relationships between the higher moments of returns (realized skewness and kurtosis) and subsequent returns at the industry level, with a focus on both empirical predictability and practical application via trading strategies.Design/methodology/approachDaily returns for 48 US industries over the period 1970–2019 from Kenneth French’s data library are used to calculate the higher moments and to construct short- and medium-term single-sort trading strategies. The analysis adjusts returns for common risk factors (market, size, value, investment, profitability and illiquidity) to confirm whether conventional asset pricing models can capture these relationships.FindingsPast skewness positively relates to subsequent industry returns and this relationship is unexplained by common risk factors. There is also a time-varying effect in which the predictive role of skewness is much stronger over business cycle expansions than recessions, a result consistent with varying investor optimism. However, there is no significant relationship between kurtosis and subsequent industry returns. The analysis confirms robustness using both value- and equal-weighted returns.Research limitations/implicationsThe calculation of realized moments conventionally uses high-frequency intra-day data, regrettably unavailable for industries. In addition, the chosen portfolio-sorting method may omit some information, as it compares only average group returns. Nonetheless, the close relationship between skewness and future returns at the industry level suggests variations in returns unexplained by common risk factors. This enriches knowledge of market anomalies and questions yet again weak-form market efficiency and the validity of conventional asset pricing models. One suggestion is that it is possible to significantly improve the existing multi-factor asset pricing models by including industry skewness as a risk factor.Practical implicationsGiven the relationship between skewness and future returns at the industry level, investors may predict subsequent industry returns to select better-performing funds. They may even construct trading strategies based on return distributions that would generate abnormal returns. Further, as the evaluation of individual stocks also contains industry information, and stocks in industries with better performance earn higher returns, risks related to industry return distributions can also shed light on individual stock picking.Originality/valueWhile there is abundant evidence of the relationships between higher moments and future returns at the firm level, there is little at the industry level. Further, by testing whether there is time variation in the relationship between industry higher moments and future returns, the paper yields novel evidence concerning the asymmetric effect of stock return predictability over business cycles. Finally, the analysis supplements firm-level resul
目的本文的目的是在行业层面上检验收益的高阶矩(已实现的偏度和峰度)与后续收益之间的关系,重点是实证可预测性和通过交易策略的实际应用。设计/方法/方法Kenneth French数据库中1970-2019年期间48个美国行业的每日收益用于计算较高时刻,并构建短期和中期单一交易策略。该分析调整了常见风险因素(市场、规模、价值、投资、盈利能力和非流动性)的回报,以确认传统资产定价模型是否能够捕捉到这些关系。发现过去的偏度与随后的行业回报呈正相关,这种关系无法通过常见的风险因素来解释。还有一种时变效应,即在商业周期扩张中,偏度的预测作用比衰退强得多,这一结果与不同的投资者乐观情绪一致。然而,峰度与随后的行业回报之间没有显著的关系。该分析使用价值加权收益和相等加权收益来确认稳健性。研究局限性/含义实现时刻的计算通常使用高频日内数据,遗憾的是,行业无法获得。此外,所选择的投资组合排序方法可能会省略一些信息,因为它只比较平均组回报。尽管如此,行业层面的偏度和未来回报之间的密切关系表明,回报的变化是常见风险因素无法解释的。这丰富了对市场异常的了解,并再次提出了市场效率和传统资产定价模型有效性不足的问题。一个建议是,通过将行业倾斜度作为风险因素,可以显著改进现有的多因素资产定价模型。实际含义考虑到行业层面的偏斜与未来回报之间的关系,投资者可以预测后续的行业回报,以选择表现更好的基金。他们甚至可能构建基于回报分布的交易策略,从而产生异常回报。此外,由于对个股的评估也包含行业信息,而业绩较好行业的股票回报率较高,因此与行业回报分布相关的风险也可以揭示个股的选择。原创性/价值虽然在公司层面有大量证据表明较高时刻与未来回报之间存在关系,但在行业层面却很少。此外,通过测试行业高点和未来回报之间的关系是否存在时间变化,本文得出了关于股票回报可预测性在商业周期中的不对称效应的新证据。最后,该分析补充了公司层面的结果,只关注更高矩的分解分量。
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引用次数: 4
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Review of Accounting and Finance
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