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Stock Pledged Loans, Capital Markets, and Firm Performance in China 股票质押贷款、资本市场与中国企业绩效
Pub Date : 2020-12-28 DOI: 10.2139/ssrn.3758847
Feng Li, Jun Qian, Haofei Wang, J. Zhu
Stock pledged loans have become prevalent among large shareholders of listed firms in China. The largest shareholder pledges a greater fraction of her holdings as collateral for credit when the firm is in growth industries, less profitable, not state owned, and has higher leverage. Stock performance of highly pledged firms is indistinguishable from that of firms with low pledge ratios in 2017. During 2018, however, highly pledged firms have worse stock returns and operating performance, and experienced ‘contagion’ – the crash risk of one highly pledged stock spreading to others. Using a regulatory reform in 2013 that allowed securities companies to provide stock pledged loans, we find that obtaining these personal loans had no adverse effects on the firms when the pledge ratio was low. Overall, forced sales of pledged stocks and worsened agency conflict are responsible for the poor performance of highly pledged firms during the 2018 bear market.
股票质押贷款在中国上市公司的大股东中非常普遍。当公司处于成长型行业、利润较低、非国有且杠杆较高时,最大股东将其所持股份的更大比例作为贷款抵押品。2017年,高质押企业的股票表现与低质押企业无异。然而,在2018年期间,高质押公司的股票回报和经营业绩更差,并经历了“传染”——一只高质押股票的崩盘风险蔓延到其他股票。利用2013年的监管改革允许证券公司提供股票质押贷款,我们发现在质押率较低的情况下,获得这些个人贷款对公司没有不利影响。总体而言,被迫出售质押股票和机构冲突加剧是2018年熊市期间高质押公司表现不佳的原因。
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引用次数: 3
Delayed Updating of Fair Values: Lack of Information or Intentional Delays? 公允价值延迟更新:缺乏信息还是故意延迟?
Pub Date : 2020-12-24 DOI: 10.2139/ssrn.3760320
Asher Curtis, R. A. Raney
Using a sample of illiquid assets we provide evidence of the delay of updating fair values of individual assets reported in financial statements (delayed updating). Although we find that some is due to a lack of information, we find more evidence consistent with intentional delays. Further, we find delayed updating is observed more frequently when delaying bad news. We find that delayed updating is associated with positive serial correlation in portfolio returns, explaining a link found in prior research between illiquid assets and positive autocorrelation in portfolio returns. Finally, we document that delayed updating is associated with a reduction in financial reporting quality, consistent with delayed updating imposing economic costs on investors.
我们使用非流动资产样本提供了财务报表中报告的个别资产公允价值更新延迟(延迟更新)的证据。虽然我们发现有些是由于缺乏信息,但我们发现更多的证据与故意拖延一致。此外,我们发现延迟更新在延迟坏消息时更频繁地被观察到。我们发现延迟更新与投资组合收益的正序列相关相关,这解释了先前研究中发现的非流动性资产与投资组合收益的正自相关之间的联系。最后,我们证明延迟更新与财务报告质量的降低有关,这与延迟更新对投资者施加经济成本是一致的。
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引用次数: 1
Environmental Accounting and Sustainability Development In Nigeria 尼日利亚的环境会计和可持续发展
Pub Date : 2020-12-20 DOI: 10.17632/KZSM6NSN4Y.2
G. N. Ogbonna, T. E. Onuoha, J. Igwe, Friday Ojeaburu
The study examined the relationship between environmental accounting and sustainability development in Nigeria from 2007 - 2016. Oil spillage cost, oil drilling waste disposal cost and degradation cost were the proxies of environmental accounting while human development index and human poverty index were sustainability development proxies. The researchers adopted correlational research design for the study. The study used secondary data obtained from Nigeria National Petroleum Corporation annual reports, CBN Statistical Bulletin, National Bureau of Statistic Bulletin and United Nation Development Programs (UNDP) Report 2016. The research Hypotheses test and other data were analyzed by Pearson Product Moment Correlation and simple linear regression tools with the aid of SPSS version 22. The outcomes of this study depicted that environmental accounting variables (OSC and ODWDC) has no significant relationship with sustainability development in Nigeria in the period of this study. However, Degradation cost revealed significant relationship with both human development index and human poverty index. Thus, the study concluded that environmental accounting has not fully influenced sustainability development in Nigeria in the period of this study. It is recommended that the National Assembly should immediately pass a Degradation Protection Law mandating all Oil multinational companies operating in the Niger-Delta region to observe and comply strictly with the highest environmental protection standards in line with global best practice to prevent degradation. We equally endorsed that Nigerian government should initiate degradation oriented policies in governance to ensure adequate human capital development of the people of the oil producing states in particular and the entire country aimed at reducing the rate of poverty, unemployment, and improve decent standard of living.
该研究调查了2007年至2016年尼日利亚环境会计与可持续发展之间的关系。溢油成本、石油钻井废弃物处理成本和降解成本是环境会计的代理指标,人类发展指数和人类贫困指数是可持续发展的代理指标。本研究采用相关研究设计。该研究使用的二手数据来自尼日利亚国家石油公司年度报告、CBN统计公报、国家统计局公报和联合国开发计划署(UNDP) 2016年报告。研究假设检验等数据采用Pearson积差相关和简单线性回归工具,借助SPSS version 22进行分析。本研究的结果表明,在本研究期间,环境会计变量(OSC和ODWDC)与尼日利亚的可持续性发展没有显著关系。退化成本与人类发展指数和人类贫困指数均呈显著相关。因此,研究得出的结论是,在本研究期间,环境会计并没有完全影响尼日利亚的可持续发展。建议国民议会立即通过一项《保护退化法》,规定在尼日尔三角洲地区经营的所有石油跨国公司遵守和严格遵守符合防止退化的全球最佳做法的最高环境保护标准。我们同样赞同尼日利亚政府应在治理中启动以退化为导向的政策,以确保石油生产国特别是整个国家的人民获得充分的人力资本发展,旨在降低贫困率,失业率,提高体面的生活水平。
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引用次数: 4
Online Appendix to: Co-movement of Price and Intrinsic Value - Does Accounting Information Matter? 价格与内在价值的共同运动——会计信息重要吗?
Pub Date : 2020-12-14 DOI: 10.2139/ssrn.3748636
Oliver Mehring, Per Olsson, Soenke Sievers, Christian Sofilkanitsch
In this Online Appendix, we report additional analyses, tables and figures.
在这个在线附录中,我们报告了额外的分析、表格和数字。
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引用次数: 0
Customer Loyalty and the Persistence of Revenues and Earnings 顾客忠诚度与收入和收益的持续性
Pub Date : 2020-12-07 DOI: 10.2139/ssrn.3744417
Hengda Jin, Stephen R. Stubben, Karen Ton
We use big data on customer shopping patterns to explain variation in the persistence of a company’s revenues and earnings. Using GPS location data from customers’ mobile devices that encompasses nearly 2.5 billion visits to over 1 million retail locations belonging to 288 U.S. companies, we find that revenues and earnings are more persistent when customers are more loyal. Specifically, revenues and earnings are more persistent when customers (a) have more regular shopping patterns, (b) are repeat rather than one-time customers, (c) shop during the week rather than on weekends, and (d) spend more time in the store. However, despite the higher persistence of revenues and earnings when customer loyalty is higher, revenue and earnings response coefficients are not higher, which suggests that investors do not immediately and fully incorporate the implications of customer loyalty into prices. We also show that analysts’ forecasts do not fully account for customer loyalty, leading to predictable forecast errors, particularly when companies do not provide guidance. Our results illustrate the value of customer data to firms, investors, and analysts in understanding the conditions under which revenues and earnings are sustainable.
我们使用客户购物模式的大数据来解释公司收入和收益持续变化的原因。利用来自客户移动设备的GPS定位数据(包括288家美国公司的100多万个零售地点的近25亿次访问),我们发现,当客户越忠诚时,收入和收益就越持久。具体来说,当顾客(a)有更规律的购物模式,(b)是回头客而不是一次性顾客,(c)在工作日而不是周末购物,以及(d)在商店呆的时间更长时,收入和收益更持久。然而,尽管客户忠诚度越高,收入和收益的持续性越高,但收入和收益反应系数并不高,这表明投资者并没有立即充分地将客户忠诚度的影响纳入价格。我们还表明,分析师的预测没有完全考虑到客户忠诚度,导致可预测的预测错误,特别是当公司不提供指导时。我们的研究结果说明了客户数据对公司、投资者和分析师在理解收入和收益可持续发展的条件方面的价值。
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引用次数: 7
The Impact of the Institutional Environment on Analysts’ Herding Behavior: Evidence from Broker Acquisitions 制度环境对分析师羊群行为的影响:来自券商收购的证据
Pub Date : 2020-12-03 DOI: 10.2139/ssrn.3741879
P. Fiechter, L. Mangeney
We examine the influence of institutional factors on herding behavior by exploring changes in security analysts’ institutional environments. Specifically, we identify analysts employed at privately held brokers subsequently acquired by a publicly listed institution (hereafter, “treated analysts”). We posit that, after the treatment, analysts are less independent (e.g., due to increased peer pressure or more regulated environments), and thus they issue more herding forecasts. Using a staggered difference-in-differences design, we find that treated analysts issue significantly more herding forecasts in the post-treatment period. In contrast, we do not find a change in herding behavior for analysts subject to acquisitions by non-public brokers, indicating that the institutional change from private to public, not the acquisition per se, drives our inferences. Consistent with the decreasing independency explanation, we find stronger treatment effects for less experienced analysts, more substantial organizational changes, institutional changes associated with higher job uncertainty, and in periods of stricter regulation of public institutions. Taken together, our findings suggest a causal link between the institutional environment and herding behavior.
本文通过分析证券分析师制度环境的变化来考察制度因素对羊群行为的影响。具体而言,我们确定了受雇于私人持有的经纪人,随后被公开上市机构收购的分析师(以下简称“处理分析师”)。我们假设,在治疗之后,分析师的独立性降低(例如,由于同侪压力增加或更受监管的环境),因此他们会发布更多的羊群预测。使用交错差中差设计,我们发现经过处理的分析师在处理后的时期发布了更多的羊群预测。相比之下,我们没有发现受非上市经纪人收购影响的分析师的羊群行为发生变化,这表明,推动我们推断的是从私营到公共的制度变化,而不是收购本身。与独立性下降的解释一致,我们发现经验不足的分析师,更实质性的组织变革,与更高的工作不确定性相关的制度变革,以及在公共机构监管更严格的时期,治疗效果更强。综上所述,我们的研究结果表明,制度环境与羊群行为之间存在因果关系。
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引用次数: 0
Risks in Mergers and Acquisitions 并购中的风险
Pub Date : 2020-12-01 DOI: 10.2139/ssrn.3746734
Feng Guo, Tingting Liu, Tao Shu, Xinyan Yan
Using acquirer’s risk-factor disclosure in merger filings, we study the risks faced by acquirers in mergers and acquisitions and how these risks are associated with important merger outcomes. We first establish the validity of acquirer’s risk factor disclosure, and then employ an unsupervised topic modeling approach to divide acquirer’s disclosures into specific risk topics. We find that acquirers emphasize four risks including technology and product, valuation and fairness, accounting information, and ownership and dilution. Our further analyses show that these disclosed risks have significant and diverging relations with acquirer’s post-merger outcomes such as post-merger integration problem and volatility and level of post-merger of operating and stock performance.
本文利用并购申报中收购方的风险因素披露,研究并购中收购方所面临的风险,以及这些风险与重要并购结果之间的关系。首先建立了收购方风险因素披露的有效性,然后采用无监督主题建模方法将收购方的风险披露划分为特定的风险主题。我们发现,收购方强调技术与产品、估值与公允、会计信息、所有权与稀释四种风险。我们进一步的分析表明,这些披露的风险与并购后的并购结果(如并购后的整合问题、并购后经营业绩和股票业绩的波动性和水平)之间存在显著的差异关系。
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引用次数: 1
The Earnings Expectations Game and the Dispersion Anomaly 盈余预期博弈与离散异常
Pub Date : 2020-12-01 DOI: 10.2139/ssrn.3754858
David Veenman, P. Verwijmeren
This study examines the role of differences in firms’ propensity to meet earnings expectations in explaining why firms with high analyst forecast dispersion experience relatively low future stock returns. We first demonstrate that the negative relation between dispersion and returns is concentrated around earnings announcements. Next, we show that this relation disappears when we control for ex ante measures of firms’ propensity to meet earnings expectations and that the component of dispersion explained by these measures drives the return predictability of dispersion. We further demonstrate that firms with low analyst dispersion are substantially more likely to achieve positive earnings surprises and provide new evidence consistent with both expectations management and strategic forecast pessimism explaining this result. Overall, we conclude that investor mispricing of firms’ participation in the earnings-expectations game provides a viable explanation for the dispersion anomaly. This paper was accepted by Brian Bushee, accounting.
本研究考察了公司满足盈利预期倾向的差异在解释为什么分析师预测离散度高的公司未来股票回报相对较低时所起的作用。我们首先证明了离散度和收益之间的负相关关系集中在盈余公告周围。接下来,我们表明,当我们控制公司倾向于满足盈利预期的事前措施时,这种关系就会消失,并且这些措施解释的分散成分驱动了分散的回报可预测性。我们进一步证明,分析师分散度低的公司实质上更有可能实现积极的盈利意外,并提供与预期管理和战略预测悲观主义一致的新证据来解释这一结果。总体而言,我们得出结论,投资者对公司参与收益-预期博弈的错误定价为分散异常提供了可行的解释。这篇论文被会计Brian Bushee接受。
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引用次数: 3
Fundamental Analysis Via Machine Learning 通过机器学习进行基础分析
Pub Date : 2020-11-27 DOI: 10.2139/ssrn.3706532
Kai Cao, Haifeng You
We examine the efficacy of machine learning in one of the most important tasks in fundamental analysis, forecasting corporate earnings. We find that machine learning models, especially those accommodating nonlinearities, generate significantly more accurate and informative forecasts than a host of state-of-the-art earnings prediction models in the extant literature. Further analysis suggests that machine learning models uncover economically sensible relationships between historical financial information and future earnings, and the new information uncovered by machine learning models is of considerable economic significance. The new information component is significantly associated with both future stock returns and analyst forecast errors, with stocks in the quintiles with the most favorable new information outperforming those in the least favorable quintiles by approximately 70 bps per month. The overall results suggest that limiting to linear relationships and aggregated accounting numbers substantially understates the decision usefulness of financial statement information to investors.
我们研究了机器学习在基础分析中最重要的任务之一——预测公司收益中的功效。我们发现,机器学习模型,特别是那些适应非线性的模型,比现有文献中许多最先进的收益预测模型产生的预测更准确,信息更丰富。进一步的分析表明,机器学习模型揭示了历史财务信息和未来收益之间经济上合理的关系,机器学习模型揭示的新信息具有相当大的经济意义。新信息成分与未来股票回报和分析师预测误差显著相关,拥有最有利新信息的五分之一的股票每月的表现比最不利的五分之一的股票高出约70个基点。总体结果表明,限制线性关系和汇总会计数字大大低估了财务报表信息对投资者的决策有用性。
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引用次数: 13
Complementarity or Substitution: Time-Variant Implications of Dividends and Stock Repurchases – An Explorative Study 互补还是替代:股利和股票回购的时变含义——一项探索性研究
Pub Date : 2020-11-27 DOI: 10.2139/ssrn.3739725
C. Homburg, Roman Schick
Prior studies associate dividends with permanent earnings signals and stock repurchases with transitory earnings signals. In contrast, we provide empirical evidence that in recent decades, dividends and stock repurchases have converged to each other in terms of their signaling for future earnings. According to our explorative empirical analysis using a modified version of the Dechow et al. (2008) earnings persistence model, the relation between dividend and stock repurchase signals has changed from complementary to substitutive. However, cumulative abnormal returns following payout announcements indicate that the stock market is not fully aware of this convergence as cumulative abnormal returns in response to stock repurchases do not increase in conjunction with their changing signals. We also explore potential reasons for the documented convergence, and find that the declining signaling of dividends for future earnings may be driven by increased institutional ownership, reducing agency-problems between management and shareholders. Furthermore, the signaling of stock repurchases converges to that of dividends because the former are paid more persistently and are less related to transitory non-operating income. Our findings help investors and managers in allocating their assets more efficiently by improving their understanding of payout policy implications.
先前的研究将股息与永久性收益信号联系起来,将股票回购与暂时性收益信号联系起来。相比之下,我们提供的经验证据表明,近几十年来,股息和股票回购在对未来收益的信号方面已经相互趋同。我们利用Dechow et al.(2008)盈余持续性模型的修正版本进行探索性实证分析发现,股利与股票回购信号之间的关系已经从互补变为替代。然而,股利公告后的累积异常收益表明,股票市场并没有完全意识到这种趋同,因为股票回购的累积异常收益并没有随着信号的变化而增加。我们还探讨了文献趋同的潜在原因,并发现未来收益股息信号的下降可能是由机构所有权的增加所驱动的,从而减少了管理层和股东之间的代理问题。此外,股票回购的信号收敛于股息的信号,因为前者支付更持久,与暂时性营业外收入的关系更小。我们的研究结果通过提高投资者和管理者对支付政策影响的理解,帮助他们更有效地配置资产。
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引用次数: 0
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Financial Accounting eJournal
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