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Data analytics strategy and internal information quality 数据分析战略和内部信息质量
IF 3.6 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-04 DOI: 10.1111/1911-3846.12942
Katie W. Lem

I examine whether a strategic focus on data analytics is associated with improvements in firms' internal information quality. Using textual analysis of firm disclosures to identify a data analytics strategy, I first document that firm, leadership, and operating environment characteristics are all important determinants of the decision to adopt a data analytics strategy. I next use operating and financial reporting outcomes to infer whether a data analytics strategy improves internal information quality. I find that a data analytics strategy is associated with enhanced operating efficiency, as adopting firms invest and utilize existing resources more efficiently. I also find that a data analytics strategy is associated with more accurate management forecasts. These results, collectively, are consistent with a data analytics strategy improving firms' internal information quality. Lastly, I corroborate and extend my findings with job postings data, and the results suggest that firm leadership signals their support for data analytics initiatives through disclosure.

我研究了数据分析的战略重点是否与公司内部信息质量的改善相关。通过对公司披露信息的文本分析来确定数据分析战略,我首先记录了公司、领导力和运营环境特征都是决定采用数据分析战略的重要因素。接下来,我利用运营和财务报告结果来推断数据分析战略是否能提高内部信息质量。我发现,数据分析战略与运营效率的提高有关,因为采用数据分析战略的公司会更有效地投资和利用现有资源。我还发现,数据分析战略与更准确的管理预测有关。这些结果共同表明,数据分析战略能提高企业的内部信息质量。最后,我用招聘信息数据证实并扩展了我的研究结果,结果表明,公司领导层通过信息披露发出了支持数据分析计划的信号。本文受版权保护。
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引用次数: 0
Third-party reporting and cross-border tax planning 第三方报告和跨境税务筹划
IF 3.6 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-03-04 DOI: 10.1111/1911-3846.12943
Alexander Edwards, Michelle Hutchens, Anh V. Persson

In 2018, the European Union (EU) introduced a new mandatory reporting requirement for a wide range of cross-border tax arrangements (EU Directive 2018/822, also known as DAC6). Unlike prior corporate transparency initiatives, which put the reporting responsibility primarily on the taxpayers, this directive puts the initial reporting responsibility on the third-party intermediaries who are involved in the reportable arrangement at any stage during the planning and execution process. We exploit the adoption of DAC6 in the EU to examine the effectiveness of third-party reporting in curbing cross-border tax planning by multinationals. Using a difference-in-differences research design, we find that affected firms reduce income shifting and report higher effective tax rates in the post-adoption period. The reduction in income shifting is stronger for affiliates operating in countries without legal professional privilege extensions and in countries where noncompliance penalties are higher. Our results highlight the importance of strong third-party reporting requirements in constraining cross-border tax planning.

2018 年,欧盟(EU)对各种跨境税务安排提出了新的强制报告要求(欧盟第 2018/822 号指令,又称 DAC6)。与之前主要由纳税人承担报告责任的企业透明度倡议不同,该指令将初始报告责任赋予了在计划和执行过程中任何阶段参与应报告安排的第三方中介机构。我们利用欧盟采用 DAC6 的机会,研究第三方报告在遏制跨国公司跨境税收筹划方面的有效性。利用差异研究设计,我们发现受影响的企业在采用 DAC6 后减少了收入转移,并报告了更高的实际税率。在没有延长法律职业特权的国家和违规处罚较高的国家运营的子公司,收入转移的减少幅度更大。我们的研究结果凸显了强有力的第三方报告要求在限制跨境税收筹划方面的重要性。本文受版权保护,版权所有。
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引用次数: 0
Can artificial intelligence reduce the effect of independence conflicts on audit firm liability? 人工智能能否减少独立性冲突对审计公司责任的影响?
IF 3.6 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-02-26 DOI: 10.1111/1911-3846.12941
Robert Libby, Patrick D. Witz

In this study, we examine whether the use of artificial intelligence (AI) can reduce the effect of independence conflicts on audit firm liability. In two experiments, we manipulate (1) whether procedures are performed by a human auditor or with AI and (2) whether the audit firm was careful in maintaining the appearance of independence from the audit client. Results of both experiments indicate that the use of AI significantly reduces the impact of the appearance of independence conflicts on jurors' judgments of audit firm liability. When concerns relating to the appearance of independence conflicts are present, the use of AI helps maintain the perceived objectivity of the auditor, which results in jurors maintaining higher overall trust in the audit process. Our study contributes to literature on determinants of auditor litigation risk and how technological change that is likely to grow in prominence might affect audit firm liability.

在本研究中,我们探讨了人工智能(AI)的使用是否能减少独立性冲突对审计公司责任的影响。在两个实验中,我们操纵了以下两个因素:(1) 审计程序是由人类审计师执行还是由人工智能执行;(2) 审计公司是否谨慎地保持了与审计客户之间的表面独立性。两个实验的结果都表明,使用人工智能能显著降低独立性冲突的表象对陪审员判断审计公司责任的影响。当存在与独立性冲突表象相关的担忧时,使用人工智能有助于保持审计师的感知客观性,从而使陪审员在审计过程中保持更高的整体信任度。本文受版权保护。本文受版权保护,保留所有权利。
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引用次数: 0
A comparison of direct listings and IPOs 直接上市与首次公开募股的比较
IF 3.6 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-02-26 DOI: 10.1111/1911-3846.12940
Anna Bergman Brown, Donal Byard, Jangwon Suh

IPOs and direct listings (DLs) offer two different mechanisms for firms to go public. In contrast to IPOs, DLs do not employ an underwriter or raise new capital. Using a sample of IPOs and DLs on major stock markets in the European Union, we document that firms that choose to go public via DLs are larger, more profitable, and less levered, on average, than IPO firms. These pre-listing differences suggest that DL firms should be less risky than IPO firms; however, controlling for this selection effect, we find that DLs have higher aftermarket price volatility than IPOs. This is consistent with some policy-makers' concerns that, because they lack an underwriter, DLs expose investors to higher risk than IPOs in the immediate post-listing period. We show that this heightened price volatility persists, on average, for the first 20 trading days after listings, and is larger in industries where listed peer firms provide relatively low-quality disclosures. Our results provide new evidence regarding the types of firms that choose to list via DLs versus IPOs and the riskiness of IPOs versus DLs in the immediate post-listing period; additionally, our results are consistent with underwriters improving the quality of information available to investors for IPO firms in the pre-listing period.

首次公开募股(IPO)和直接上市(DL)为企业提供了两种不同的上市机制。与首次公开发行(IPO)不同的是,直接上市(DL)不雇用承销商,也不筹集新资本。通过对欧盟主要股票市场的 IPO 和 DLs 进行抽样调查,我们发现,选择通过 DLs 上市的公司平均规模比 IPO 公司更大、盈利能力更强、杠杆率更低。这些上市前的差异表明,DL 公司的风险应低于 IPO 公司;然而,在控制了这种选择效应后,我们发现 DL 的售后市场价格波动性高于 IPO。这与一些政策制定者的担忧是一致的,即由于缺乏承销商,DLs 在上市后的短时间内会让投资者面临比 IPO 更高的风险。我们的研究表明,这种价格波动加剧的现象平均会持续到上市后的前 20 个交易日,而且在上市同行公司提供的信息披露质量相对较低的行业中,这种现象会更加严重。我们的研究结果提供了新的证据,说明了选择通过 DL 与 IPO 上市的公司类型,以及 IPO 与 DL 在上市后初期的风险性;此外,我们的研究结果与承销商在上市前提高 IPO 公司向投资者提供的信息质量是一致的。本文受版权保护。
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引用次数: 0
Local information advantage and stock returns: Evidence from social media 地方信息优势与股票回报:来自社交媒体的证据†
IF 3.6 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-01-30 DOI: 10.1111/1911-3846.12935
Yuqin Huang, Feng Li, Tong Li, Tse-Chun Lin

We examine the information asymmetry between local and nonlocal investors with a large dataset of stock message board postings. We document that abnormal relative postings of a firm, that is, unusual changes in the volume of postings from local versus nonlocal investors, capture locals' information advantage. This measure positively predicts firms' short-term stock returns as well as those of peer firms in the same city. Sentiment analysis shows that posting activities primarily reflect good news, potentially due to social transmission bias and short-sales constraints. We identify the information driving return predictability through content-based analysis. Abnormal relative postings also lead analysts' forecast revisions. Overall, investors' interactions on social media contain valuable geography-based private information.

我们利用股票留言板发帖的大型数据集研究了本地和非本地投资者之间的信息不对称问题。我们发现,公司的异常相对发帖量(即本地投资者与非本地投资者发帖量的异常变化)能反映本地投资者的信息优势。这一指标可以积极预测公司的短期股票回报以及同城同行公司的股票回报。情绪分析表明,发帖活动主要反映的是好消息,这可能是由于社会传播偏差和卖空限制造成的。我们通过基于内容的分析确定了驱动回报可预测性的信息。异常的相对发帖也会导致分析师的预测修正。总体而言,投资者在社交媒体上的互动包含有价值的基于地理位置的私人信息。
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引用次数: 0
Auditor communication on critical audit matters: Timing, inspection likelihood, and the audit committee 审计师对 CAM 的沟通:时间、检查可能性和审计委员会
IF 3.6 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-01-24 DOI: 10.1111/1911-3846.12934
Aubrey R. Whitfield, Yoon Ju Kang, Ken T. Trotman

In response to the extended audit report regulations implemented in the United States and internationally, both audit firms and regulators have increased scrutiny over critical audit matters/key audit matters (collectively referred to as CAMs) through internal and external inspections. At the same time, auditors and audit committees (ACs) have altered the content and timing of CAM-related discussions by communicating specific planned audit procedures earlier in the audit process. This study explores the effect of early communication of CAM-related audit procedures to the AC and increased scrutiny from inspections on auditors' propensity to adjust planned audit procedures in the presence of newly identified audit risks. Based on self-justification theory, we predict and find that early communication of planned audit procedures to the AC causes auditors to be less likely to adjust planned audit procedures even when additional risks arise that necessitate change, especially when inspection is likely. This has the potential for diminished audit quality. Interviews with audit partners provide context for how these findings relate to the current auditing environment.

为了应对美国和国际上实施的扩展审计报告规定,审计事务所和监管机构都通过内部和外部检查加强了对关键审计事项/关键审计事项(统称为 CAM)的审查。与此同时,审计师和审计委员会也改变了与 CAM 相关的讨论内容和时间,在审计过程中更早地传达具体计划的审计程序。本研究探讨了提前向审计委员会传达与 CAM 相关的审计程序以及加强检查对审计师在出现新发现的审计风险时调整计划审计程序的倾向的影响。基于自我辩解理论,我们预测并发现,即使出现了有必要改变的额外风险,特别是有可能进行检查时,及早向审计委员会传达计划的审计程序会导致审计师不太可能调整计划的审计程序。这有可能降低审计质量。与审计合伙人的访谈提供了这些发现与当前审计环境的关系。
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引用次数: 0
Voluntary disclosures regarding open market repurchase programs 关于公开市场回购计划的自愿披露
IF 3.6 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-01-24 DOI: 10.1111/1911-3846.12937
Leonce Bargeron, Alice Bonaimé, William Docimo, Mei Feng, Shawn Thomas

This paper studies voluntary disclosures that firms have suspended, resumed, or completed their open market repurchase programs. Voluntary disclosures of repurchase status updates are common and value-relevant. They also inform subsequent repurchase activities: voluntary disclosers are more likely to complete their repurchase programs and to initiate new repurchase programs than firms with undisclosed repurchase status changes. Moreover, firms that disclose repurchase suspensions experience larger returns to subsequent repurchase authorizations, consistent with a reward for establishing a reputation for transparency via voluntary bad news disclosure. Finally, exploiting a change in repurchase reporting requirements, we document that voluntary updates are less frequent when mandatory disclosure increases. An important exception, however, is when macroeconomic uncertainty is high, such as during the Great Recession and the COVID-19 pandemic.

本文研究了企业暂停、恢复或完成公开市场回购计划的自愿披露情况。回购状态更新的自愿披露很常见,而且与价值相关。它们还为后续回购活动提供了信息:与未披露回购状态变化的公司相比,自愿披露者更有可能完成其回购计划并启动新的回购计划。此外,披露回购暂停的公司在随后的回购授权中会获得更大的回报,这与通过自愿披露坏消息建立透明度声誉的回报是一致的。最后,利用回购报告要求的变化,我们发现当强制性披露增加时,自愿更新的频率会降低。然而,一个重要的例外情况是宏观经济不确定性较高时,如经济大衰退和 COVID-19 大流行期间。
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引用次数: 0
Audit firm tenure disclosure and nonprofessional investors' perceptions of auditor independence: The mitigating effect of partner rotation disclosure 审计公司任期披露与非专业投资者对审计师独立性的看法:合伙人轮换披露的缓解效应
IF 3.6 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-01-24 DOI: 10.1111/1911-3846.12936
Sarah Judge, Brian M. Goodson, Chad M. Stefaniak

In 2017, the PCAOB began requiring audit firm tenure disclosure within the audit report for SEC registrant clients. Many commenters raised the concern that prominent disclosure of firm tenure would lead investors to inappropriately infer a negative relation between audit quality and long tenure. This is particularly troubling given that empirical evidence generally does not support this concern. In our first experiment, we predict and find that disclosing an audit firm's long tenure within the audit report increases investors' perceptions that the audit firm's independence was impaired while conducting the audit. However, we also identify an intervention that mitigates the effects of disclosing long tenure—an accompanying disclosure in the audit report of the firm's adherence to the SEC's mandatory partner rotation requirement. We find that such a disclosure moderates the effect of long tenure disclosure such that in the absence (presence) of a partner rotation disclosure, investors do (do not) perceive increased independence impairment when long firm tenure is disclosed. In a second experiment, we predict and find that long firm tenure disclosure reduces investors' preference to invest in an otherwise quantitatively optimal investment and that this relation is driven, in part, by perceptions of independence impairment. Again, this result is attenuated by partner rotation disclosure. Our results should be useful to regulators in understanding the effects of their disclosure mandate and to audit firms in understanding a practical way in which they might mitigate the implications of such effects.

2017 年,PCAOB 开始要求在 SEC 注册客户的审计报告中披露审计事务所任期。许多评论者担心,突出披露事务所任期会导致投资者不恰当地推断出审计质量与长期任期之间的负相关关系。这一点尤其令人担忧,因为经验证据一般并不支持这种担忧。在我们的第一个实验中,我们预测并发现在审计报告中披露审计公司的长期任期会增加投资者对审计公司在进行审计时独立性受损的看法。然而,我们也发现了一种干预措施,可以减轻披露长期任期的影响--在审计报告中附带披露事务所遵守美国证券交易委员会强制合伙人轮换要求的情况。我们发现,这种披露调节了长期任期披露的影响,即在没有(有)合伙人轮换披露的情况下,当披露公司长期任期时,投资者会(不会)认为独立性受损加剧。在第二个实验中,我们预测并发现,披露长期事务所任期信息会降低投资者投资于数量上最优的投资项目的偏好,而这种关系的部分原因是投资者认为独立性受损。同样,合伙人轮换披露也会削弱这一结果。我们的研究结果应有助于监管机构了解其披露任务的影响,也有助于审计公司了解减轻这种影响的实际方法。
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引用次数: 0
Information aggregation to form earnings expectations: Evidence from CEO networks and management forecast accuracy 信息聚合形成收益预期:CEO 网络和管理层预测准确性的证据
IF 3.6 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-01-22 DOI: 10.1111/1911-3846.12933
Sam (Sunghan) Lee, Steven R. Matsunaga, Peter (Seung Hwan) Oh, Hyun A. Hong

We investigate whether a larger CEO employment network provides access to information that improves firms' earnings forecasts and find a significantly positive relation between CEO employment network size and management earnings forecast accuracy. Our results suggest that firms use information obtained from CEO contacts to increase the accuracy of their earnings forecasts. Our conclusion is further supported by evidence of positive associations between CEO employment network size and the likelihood, frequency, and precision of management earnings forecasts. We also find that CEO employment network size is positively related to analysts' reactions to the forecast news and the accuracy of management earnings forecasts relative to analyst forecasts. Overall, our results are consistent with a larger CEO employment network generating external information that increases the accuracy of firms' earnings forecasts.

我们研究了规模较大的首席执行官就业网络是否能提供改善公司盈利预测的信息,并发现首席执行官就业网络规模与管理层盈利预测准确性之间存在显著的正相关关系。我们的结果表明,企业利用从 CEO 联系人处获得的信息来提高盈利预测的准确性。CEO 就业网络规模与管理层盈利预测的可能性、频率和准确性之间的正相关关系也进一步证明了我们的结论。我们还发现,CEO 就业网络规模与分析师对预测新闻的反应以及管理层盈利预测相对于分析师预测的准确性呈正相关。总体而言,我们的研究结果表明,CEO 就业网络规模越大,产生的外部信息就越多,从而提高了公司盈利预测的准确性。
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引用次数: 0
Segment disaggregation and equity-based pay contracts 分部分类和股权薪酬合同
IF 3.6 3区 管理学 Q1 BUSINESS, FINANCE Pub Date : 2024-01-15 DOI: 10.1111/1911-3846.12928
Young Jun Cho, Hojun Seo

We study the role of segment disaggregation in equity-based pay contracts in diversified firms. Disaggregated segment disclosures can improve the observability of managerial actions in internal capital markets and thus increase implicit incentives for managers to allocate resources as desired by shareholders, substituting for explicit incentives provided to CEOs. We use the adoption of Statement of Financial Accounting Standards No. 131 as an identification strategy and find that firms affected by this segment reporting mandate significantly decreased the provision of equity-based incentives in the post-adoption period, especially for firms with higher operating volatilities. This effect is also more pronounced for firms with weaker board monitoring in the pre-adoption period but with stronger external monitoring in the post-adoption period. Overall, our results suggest that disaggregated segment disclosures reduce the use of equity-based pay contracts in diversified firms by enhancing the monitoring of managers.

我们研究了在多元化企业中,分部分类在基于股权的薪酬合同中的作用。分类披露可以提高内部资本市场对管理者行为的可观察性,从而增加管理者按照股东期望分配资源的隐性激励,替代对首席执行官的显性激励。我们将《财务会计准则第 131 号》的采用作为一种识别策略,并发现受这一分部报告规定影响的公司在采用后显著减少了股权激励的提供,尤其是对于经营波动性较大的公司。对于在采用前董事会监督较弱,但在采用后外部监督较强的公司,这种影响也更为明显。总体而言,我们的研究结果表明,通过加强对管理者的监督,分类披露可以减少多元化企业中基于股权的薪酬合同的使用。
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引用次数: 0
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Contemporary Accounting Research
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