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Does automation improve financial reporting? Evidence from internal controls 自动化能否改进财务报告?来自内部控制的证据
IF 4.2 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-04-23 DOI: 10.1007/s11142-024-09822-y
Musaib Ashraf

Automation—such as machine learning, robotic process automation, and artificial intelligence—is the next major technological leap in accounting and financial reporting, and I empirically study whether public firms’ use of automation technology improves their financial reporting, specifically focusing on the internal control environment. I document two critical inferences. First, I find evidence which suggests that automation improves financial reporting quality. Specifically, firms’ use of automation in the financial reporting process is associated with a reduction in internal control material weaknesses. This association is consistent in a levels analysis with firm and year fixed effects, in a changes analysis, and in a propensity score matched difference-in-differences analysis. Second, I find evidence which suggests that monitoring of the financial reporting process decreases after automation, likely because of a perception that automation reduces the need for monitoring vis-à-vis stronger internal controls. Specifically, automation is associated with higher external audit fees and audit committee meetings in the initial years after a firm implements automation but associated with lower external audit fees and audit committee meetings in subsequent years. I also find evidence which suggests that this decreased monitoring may be costly: when internal control failures do happen for firms with automation, the failures are more material, as proxied by stronger negative market reactions. In aggregate, my evidence provides nuanced insights regarding whether automation technology improves financial reporting.

自动化--如机器学习、机器人流程自动化和人工智能--是会计和财务报告领域的下一个重大技术飞跃,我通过实证研究了上市公司使用自动化技术是否会改善其财务报告,特别是内部控制环境。我记录了两个重要推论。首先,我发现有证据表明自动化能提高财务报告质量。具体来说,公司在财务报告流程中使用自动化技术与内部控制重大缺陷的减少有关。这种关联在带有公司和年份固定效应的水平分析、变化分析以及倾向得分匹配差分分析中都是一致的。其次,我发现有证据表明,在自动化之后,对财务报告流程的监控会减少,这可能是因为人们认为,相对于更强的内部控制,自动化减少了对监控的需求。具体而言,在公司实施自动化的最初几年,自动化与较高的外部审计费用和审计委员会会议相关,但在随后几年,自动化与较低的外部审计费用和审计委员会会议相关。我还发现了一些证据,表明这种监控力度的降低可能是有代价的:当实行自动化的公司出现内部控制失误时,失误的严重程度会更高,市场的负面反应也会更强烈。总之,我的证据为自动化技术是否能改善财务报告提供了细致入微的见解。
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引用次数: 0
New product announcements, innovation disclosure, and future firm performance 新产品公告、创新信息披露与企业未来绩效
IF 4.2 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-02-15 DOI: 10.1007/s11142-024-09820-0
Jenny Chu, Yuan He, Kai Wai Hui, Reuven Lehavy

This study examines the properties of innovation disclosures contained in new product announcements, a form of voluntary, nonfinancial disclosure. We analyze these properties using a novel, text-based measure of the extent of product innovation disclosed in new product announcements. We find that stock prices react more positively to announcements with more extensive innovation disclosure. In our main analyses, we first find that a higher level of innovation disclosure predicts a greater increase in future sales. We further find that this predictive ability falls when managers have stronger incentives to maximize their wealth and when the corporate governance structure and customers’ bargaining power weaken. Our research enhances the understanding of the properties of managerial voluntary, nonfinancial disclosures and contributes a text-based measure of innovation that captures managerial assessment of the extent of product innovation. This new measure is more generalizable and incrementally informative for firm value and future performance than conventional innovation measures that depend on the existence of patents or research and development expenses.

本研究探讨了新产品公告这种自愿性非财务信息披露形式所包含的创新信息披露的特性。我们使用一种新颖的、基于文本的方法来衡量新产品公告中披露的产品创新程度,从而分析这些特性。我们发现,股价对创新披露更广泛的公告反应更积极。在我们的主要分析中,我们首先发现,较高水平的创新信息披露可预测未来销售额的更大增长。我们进一步发现,当管理者有更强的动机追求财富最大化,当公司治理结构和客户的议价能力减弱时,这种预测能力就会下降。我们的研究加深了人们对管理者自愿披露非财务信息的特性的理解,并提供了一种基于文本的创新度量方法,以捕捉管理者对产品创新程度的评估。与依赖于专利或研发费用的传统创新衡量标准相比,这种新的衡量标准更具普适性,对公司价值和未来绩效的信息量也更大。
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引用次数: 0
Inventory planning and tax incentives for charitable giving 库存规划和慈善捐赠的税收优惠政策
IF 4.2 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-02-01 DOI: 10.1007/s11142-023-09818-0

Abstract

Many of America’s top corporate donors share a common feature: the bulk of their giving is in the form of in-kind products, not cash. This phenomenon is not a coincidence but rather closely tied to the tax code creating such a preference due to an enhanced deduction for inventory donations. We examine a model of inventory choice under uncertainty and demonstrate that enhanced tax deductions not only promote giving, they also notably influence inventory planning and accelerate learning of customer demand. The results confirm that enhanced deductions can be used to promote pro-social behaviors such as boosting charitable giving, aligning inventories with consumer needs, and alleviating supply chain shortages. The results also demonstrate the potential risks of excessive tax preferences for inventory donations, including inflated retail prices and additional environmental waste.

摘要 美国许多顶级企业捐赠者都有一个共同特点:他们的大部分捐赠都是以实物产品而非现金的形式进行的。这一现象并非巧合,而是与税法对存货捐赠增加扣除额而产生的这种偏好密切相关。我们对不确定条件下的库存选择模型进行了研究,结果表明,增加税收扣除不仅能促进捐赠,还能显著影响库存规划,加快对客户需求的了解。结果证实,强化扣税可以用来促进亲社会行为,如推动慈善捐赠、根据消费者需求调整库存以及缓解供应链短缺。研究结果还证明了对库存捐赠给予过度税收优惠的潜在风险,包括抬高零售价格和增加环境浪费。
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引用次数: 0
Earnings per share targets and CEO incentives 每股收益目标和首席执行官激励机制
IF 4.2 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-01-22 DOI: 10.1007/s11142-023-09815-3
Christopher Armstrong, Jacky Chau, Christopher D. Ittner, Jason J. Xiao

We examine differences in CEOs’ achievement of earnings per share (EPS) targets related to (1) analysts’ forecasts and (2) internal cash bonus payouts. Our focus on firms with different benchmarks for the same performance metric enables us to assess the relative importance of the incentives that each EPS target provides based on its revealed achievement. Most CEOs meet analysts’ final consensus EPS forecasts but are unlikely to meet bonus EPS targets that exceed forecasted EPS. Nearly all CEOs receive some EPS-based cash bonus, even when missing the forecast. Moreover, CEOs with bonus targets that are easier to achieve than the consensus forecast tend to receive more annual pay, suggesting that boards often set more achievable EPS targets to provide extra compensation to CEOs while maintaining the appearance of pay-for-performance. Our results highlight the importance of considering both types of EPS targets simultaneously when assessing their respective incentive properties.

我们研究了首席执行官在实现与(1)分析师预测和(2)内部现金分红相关的每股收益(EPS)目标方面的差异。我们将重点放在同一绩效指标具有不同基准的公司上,这使我们能够根据每个 EPS 目标的实现情况来评估其激励作用的相对重要性。大多数首席执行官都能达到分析师最终一致预测的每股收益,但不太可能达到超出预测每股收益的每股收益奖金目标。几乎所有的首席执行官都会获得一些基于 EPS 的现金奖金,即使没有达到预测值。此外,奖金目标比共识预测更容易实现的首席执行官往往会获得更多的年薪,这表明董事会通常会设定更容易实现的每股收益目标,为首席执行官提供额外报酬,同时保持按业绩计薪的表象。我们的研究结果凸显了在评估两种 EPS 目标各自的激励特性时,同时考虑这两种目标的重要性。
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引用次数: 0
Foreign media slant, foreign investors, and informativeness of earnings 外国媒体倾向、外国投资者和收益的信息性
IF 4.2 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-01-13 DOI: 10.1007/s11142-023-09813-5
Albert Tsang, Kun Tracy Wang, Nathan Zhenghang Zhu

Although foreign media outlets comprise a substantial proportion of the media covering U.S. financial markets, their characteristics and role in these financial markets have not been explored. Using a novel, manually collected dataset covering 1,126 media outlets from 48 countries, we explore whether there are systematic differences in the reporting properties of foreign and domestic media when they cover U.S. firm earnings announcements. We find that the coverage of foreign media outlets tends to exhibit a more negative slant than does the coverage of domestic media outlets. We further find that the negative slant of foreign media coverage is more pronounced for media outlets from countries that are less economically, politically, and culturally proximate to the United States. We also document that a greater amount of foreign media coverage amplifies the stock market’s reaction to earnings news, increases abnormal trading volume, and reduces information asymmetry between firms and investors. We find these effects to be stronger for firms with greater foreign ownership. Further analyses show that foreign media coverage plays a more significant role than domestic coverage in facilitating the incorporation of future earnings news into current stock prices.

尽管外国媒体在报道美国金融市场的媒体中占有相当大的比例,但它们在这些金融市场中的特点和作用尚未得到探讨。我们利用一个新颖的、人工收集的数据集(涵盖 48 个国家的 1,126 家媒体),探讨了外国媒体和国内媒体在报道美国公司盈利公告时是否存在系统性差异。我们发现,与国内媒体的报道相比,国外媒体的报道往往表现出更多的负面倾向。我们还发现,对于那些在经济、政治和文化上与美国不太接近的国家的媒体,外国媒体报道的负面倾向更为明显。我们还发现,更多的外国媒体报道会放大股市对盈利新闻的反应,增加异常交易量,并减少公司与投资者之间的信息不对称。我们发现,这些效应对外资持股比例较高的公司更为明显。进一步的分析表明,与国内媒体报道相比,国外媒体报道在促进将未来盈利新闻纳入当前股票价格方面发挥着更重要的作用。
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引用次数: 0
Differences in the value relevance of identifiable intangible assets 可辨认无形资产的价值相关性差异
IF 4.2 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2023-11-23 DOI: 10.1007/s11142-023-09810-8
Zachary King, Thomas J. Linsmeier, Daniel D. Wangerin

Motivated by investor criticisms of current accounting standards, this study investigates whether differences exist in how acquired identifiable intangible assets relate to investors’ expectations about the entity’s cash flow prospects. Some investors assert that all acquired intangibles should be subsumed within goodwill, while others prefer separate recognition of identifiable intangibles only when they are strategically important sources of future cash flows. Still other investors call for separate recognition from goodwill only when identifiable intangibles are separable from the business, have defined useful lives, and have identifiable revenue streams (i.e., “wasting” intangibles). Consistent with some investor views, we find cross-sectional variation in the value relevance of identifiable intangibles based on differences in underlying asset characteristics. Our primary findings suggest that strategically important and wasting intangibles provide information different from that provided by goodwill. These findings inform standard setters as they evaluate recognition and disclosure alternatives for identifiable intangible assets.

由于投资者对现行会计准则的批评,本研究探讨了在获得的可辨认无形资产与投资者对企业现金流前景的预期之间是否存在差异。一些投资者主张,所有获得的无形资产都应纳入商誉,而另一些投资者则倾向于仅当可辨认无形资产是未来现金流的战略重要来源时,才单独确认它们。还有一些投资者要求,只有当可辨认的无形资产可以从企业中分离出来,具有确定的使用寿命,并且具有可辨认的收入流(即“消耗性”无形资产)时,才能从商誉中单独确认。与一些投资者的观点一致,我们发现基于基础资产特征的差异,可辨认无形资产的价值相关性存在横断面变化。我们的主要研究结果表明,具有战略重要性和消耗性的无形资产提供的信息不同于商誉提供的信息。这些发现为准则制定者评估可辨认无形资产的确认和披露替代方案提供了参考。
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引用次数: 0
The media response to a loss of analyst coverage 媒体对分析师报道缺失的反应
3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2023-11-13 DOI: 10.1007/s11142-023-09809-1
Nicholas Guest, Jaewoo Kim
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引用次数: 0
Predictable EPS growth and the performance of value investing 可预测的每股收益增长和价值投资的表现
3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2023-11-09 DOI: 10.1007/s11142-023-09812-6
Richard G. Sloan, Annika Yu Wang
Abstract Previous research finds that EPS growth rates are difficult to predict and reasons that much of the observed cross-sectional variation in valuation ratios is due to variation in implied future stock returns. Yet the observed cross-sectional relation between valuation ratios and realized future stock returns is weak. We revisit these findings using a refined measure of expected EPS growth rates and document robust evidence of predictability in EPS growth rates. Moreover, we find that this predictable growth extends beyond two years into the future and is strongly reflected in observed valuation ratios. We show that combining valuation ratios with our refined measure of expected EPS growth rates improves forecasts of stock returns, though return predictability remains weak. Thus, we conclude that most of the variation in valuation ratios is driven by predictable EPS growth.
摘要以往的研究发现,每股收益增长率难以预测,其原因是大部分观察到的估值比率的横截面变化是由于隐含的未来股票收益的变化。然而,观察到的估值比率与实现的未来股票回报之间的横截面关系很弱。我们使用一种精确的预期每股收益增长率测量方法来重新审视这些发现,并记录了每股收益增长率可预测性的有力证据。此外,我们发现这种可预测的增长将持续两年以上,并在观察到的估值比率中得到强烈反映。我们表明,将估值比率与我们对预期每股收益增长率的精确衡量相结合,可以改善对股票回报的预测,尽管回报的可预测性仍然很弱。因此,我们得出结论,估值比率的大部分变化是由可预测的每股收益增长驱动的。
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引用次数: 0
IPO price formation and analyst coverage IPO价格形成和分析师覆盖范围
3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2023-11-06 DOI: 10.1007/s11142-023-09808-2
Joseph Weber, Michael Willenborg, Biyu Wu, Yanhua Sunny Yang
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引用次数: 0
Human bias in the oversight of firms: evidence from workplace safety violations 公司监管中的人为偏见:来自违反工作场所安全的证据
3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2023-11-03 DOI: 10.1007/s11142-023-09807-3
Jonas Heese, Gerardo Pérez-Cavazos, Andreya Pérez-Silva
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引用次数: 0
期刊
Review of Accounting Studies
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