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NAFTA 2.0 and LGBTQ Employment Discrimination NAFTA 2.0与LGBTQ就业歧视
IF 1.2 3区 社会学 Q3 BUSINESS Pub Date : 2020-03-18 DOI: 10.1111/ablj.12154
Alex Reed

Because federal law does not expressly prohibit employment discrimination on the basis of sexual orientation or gender identity, LGBTQ Americans were thrilled to learn that a preliminary draft of the United States–Mexico–Canada Agreement (USMCA) included a provision (the Provision) requiring each nation to enact LGBTQ-inclusive nondiscrimination laws. That excitement promptly turned to despair, however, after the Trump administration insisted on the addition of a footnote (the Footnote) designed to exempt the United States from the Provision. To date, the Footnote has been derided by scholars and trade experts alike as a transparent attempt to evade the Provision's LGBTQ-inclusive mandate. Yet, by focusing only on what the USMCA does not do, these analyses overlook what the agreement does do, even if unintended, to benefit LGBTQ Americans. This article provides the first comprehensive analysis of the USMCA's implications for federal antidiscrimination law and demonstrates that—regardless of how the Supreme Court rules in a trio of LGBTQ employment cases—the Footnote actually stands to help, not hinder, the cause of LGBTQ equality.

由于联邦法律没有明确禁止基于性取向或性别认同的就业歧视,LGBTQ美国人兴奋地得知,美国-墨西哥-加拿大协议(USMCA)的初步草案包括了一项条款(该条款),要求每个国家制定包括LGBTQ的非歧视法律。然而,在特朗普政府坚持要增加一个旨在使美国不受该条款约束的脚注(the footnote)之后,这种兴奋很快变成了绝望。迄今为止,学者和贸易专家都嘲笑该脚注是在公然逃避该条款对lgbtq的包容性授权。然而,由于只关注USMCA没有做的事情,这些分析忽视了该协议对LGBTQ美国人的好处,即使是无意的。本文首次全面分析了USMCA对联邦反歧视法的影响,并证明了无论最高法院如何裁决LGBTQ就业案件,脚注实际上是在帮助而不是阻碍LGBTQ平等的事业。
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引用次数: 0
The Inefficiency of Quasi–Per Se Rules: Regulating Information Exchange in EU and U.S. Antitrust Law 准本质规则的无效性:欧盟和美国反垄断法对信息交换的规范
IF 1.2 3区 社会学 Q3 BUSINESS Pub Date : 2020-03-18 DOI: 10.1111/ablj.12155
Kenneth Khoo, Jerrold Soh

It is well understood that the exchange of information between horizontal competitors can violate competition law provisions in both the European Union (EU) and the United States, namely, article 101 of the Treaty on the Functioning of the European Union and section 1 of the Sherman Act. However, despite ostensible similarities between EU and U.S. antitrust law concerning interfirm information exchange, substantial differences remain. In this article, we make a normative argument for the U.S. antitrust regime's approach, on the basis that the United States’ approach to information exchange is likely to be more efficient than the relevant approach under the EU competition regime. Using economic theories of harm concerning information exchange to understand the imposition of liability in relation to “stand-alone” instances of information exchange, we argue that such liability must be grounded on the conception of a prophylactic rule. We characterize this rule as a form of ex ante regulation and explain why it has no ex post counterpart in antitrust law. In contrast to the U.S. antitrust regime, we argue that the implementation of such a rule pursuant to EU competition law leads to higher error costs without a significant reduction in regulatory costs. As a majority of jurisdictions have competition law regimes that resemble EU competition law more closely than U.S. antitrust law, our thesis has important implications for competition regimes around the world.

众所周知,横向竞争对手之间的信息交流可能违反欧洲联盟和美国的竞争法规定,即《欧洲联盟运作条约》第101条和《谢尔曼法》第1节。然而,尽管欧盟和美国在公司间信息交换方面的反垄断法表面上有相似之处,但仍存在实质性差异。在这篇文章中,我们对美国反垄断制度的方法进行了规范性论证,因为美国的信息交换方法可能比欧盟竞争制度下的相关方法更有效。利用与信息交换有关的损害经济学理论来理解与信息交换的“独立”情况有关的责任的施加,我们认为这种责任必须以预防性规则的概念为基础。我们将这一规则定性为事前监管的一种形式,并解释为什么在反垄断法中没有事后监管。与美国的反垄断制度相比,我们认为,根据欧盟竞争法实施此类规则会导致更高的错误成本,而不会显著降低监管成本。由于大多数司法管辖区的竞争法制度与欧盟竞争法比美国反垄断法更为相似,我们的论文对世界各地的竞争制度具有重要意义。
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引用次数: 0
Regulatory Categorization and Arbitrage: How Daily Fantasy Sports Companies Navigated Regulatory Categories Before and After Legalized Gambling 监管分类和套利:每日幻想体育公司在赌博合法化前后如何导航监管分类
IF 1.2 3区 社会学 Q3 BUSINESS Pub Date : 2020-03-18 DOI: 10.1111/ablj.12156
John T. Holden J.D., Ph.D., Christopher M. McLeod Ph.D., Marc Edelman J.D.

This article uses the context of daily fantasy sports (DFS) to analyze how companies use strategic categorization in regulatory arbitrage. Recent actions by two leaders in the DFS industry, DraftKings and FanDuel, provide an ideal context to study this issue. DraftKings and FanDuel categorized themselves differently to different audiences at different times in a manner that evaded categorization as an illegal gambling activity, only to then dominate the sports betting market after the Supreme Court's decision in Murphy v. NCAA. We examine how this type of strategic categorization, which we call “fluid categorization,” raises important questions for regulators and others concerned with regulatory arbitrage. We also explore how fluid categorization provides lessons for other businesses. While this article has broad implications for the sports gambling marketplace, it also contributes to meaningful discourse for the broader business community, as its findings are relevant to industries beyond DFS that offer gray market products and seek to fight categorical labels until there is a reclassification event.

本文利用日常幻想体育(DFS)的背景来分析公司如何在监管套利中使用战略分类。DFS行业的两位领导者DraftKings和FanDuel最近的行动为研究这一问题提供了理想的背景。DraftKings和FanDuel在不同的时间对不同的观众进行了不同的分类,以避免被归类为非法赌博活动,但在最高法院对Murphy诉NCAA案作出裁决后,他们才主导了体育博彩市场。我们研究了这种我们称之为“流动分类”的战略分类如何为监管机构和其他关注监管套利的机构提出重要问题。我们还探讨了流动分类如何为其他企业提供经验教训。虽然这篇文章对体育博彩市场有着广泛的影响,但它也有助于更广泛的商业界进行有意义的讨论,因为它的研究结果与DFS以外的行业有关,这些行业提供灰色市场产品,并寻求对抗分类标签,直到发生重新分类事件。
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引用次数: 7
Can Common Business Practices Ever Be Anticompetitive? Redefining Monopolization 常见的商业行为会具有反竞争性吗?重新定义垄断
IF 1.2 3区 社会学 Q3 BUSINESS Pub Date : 2020-03-18 DOI: 10.1111/ablj.12157
Konstantinos Stylianou

For most of its modern history, antitrust law distinguished between normal competition and monopolization by looking for merit, legitimate business justifications, or efficiencies in the challenged business conduct. These proxies were seen as appropriate because they served antitrust law's welfare objectives well. However, the universal adoption of these proxies has overshadowed significant shortcomings, chief among them being that firms do not think in terms of legitimate business justifications or efficiencies, but rather in terms of long-term sustainability and appropriation of value. As a result, antitrust law becomes detached from the very subjects it purports to regulate. Against the backdrop of the recent resurgence of enforcement activity, particularly involving tech giants, this article attempts a conceptualization of monopolization that does not revolve around merit in any form or function. Instead it introduces the proxy of commonness of business practices to determine their legality. This helps highlight the importance of considering “how things are done” in the relevant market, and helps reground antitrust law in business realities, which can enhance the heuristic mechanism of distinguishing between normal and anticompetitive practices. To prove this point the article develops an error test framework, through which it compares current tests with the proposed test in terms of their error footprint and concludes that the integration of the commonness parameter delivers better results. Ultimately, the inquiry undertaken herein is not only about constructing a conception of normal competition different from the only standard we currently have, that is, variants of merit, but also about shifting the conversation from how to fine-tune existing standards to how to capture a more complete conception of competition.

在其现代历史的大部分时间里,反垄断法通过在被质疑的商业行为中寻找优点、合法的商业理由或效率来区分正常竞争和垄断。这些代理人被认为是合适的,因为它们很好地服务于反垄断法的福利目标。然而,这些代理的普遍采用掩盖了重大缺陷,其中最主要的缺陷是,公司没有从合法的商业理由或效率角度进行思考,而是从长期可持续性和价值分配角度进行思考。因此,反垄断法脱离了它声称要监管的主体。在最近执法活动死灰复燃的背景下,特别是涉及科技巨头的执法活动,本文试图将垄断概念化,而不是围绕任何形式或功能的优点。相反,它引入了商业惯例共性的代理来确定其合法性。这有助于强调在相关市场中考虑“如何做事”的重要性,并有助于在商业现实中重新审视反垄断法,这可以增强区分正常做法和反竞争做法的启发式机制。为了证明这一点,本文开发了一个错误测试框架,通过该框架,将当前测试与拟议测试的错误足迹进行了比较,并得出结论,通用性参数的集成提供了更好的结果。最终,本文所进行的调查不仅是为了构建一个不同于我们目前唯一标准的正常竞争概念,即优点的变体,而且是为了将对话从如何微调现有标准转移到如何获取更完整的竞争概念。
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引用次数: 0
Trade Secrecy Injunctions, Disclosure Risks, and eBay's Influence 商业秘密禁令、披露风险和eBay的影响
IF 1.2 3区 社会学 Q3 BUSINESS Pub Date : 2019-11-21 DOI: 10.1111/ablj.12153
Deepa Varadarajan

Historically, intellectual property (IP) owners could rely on injunctive remedies to prevent continued infringement. The Supreme Court's eBay v. MercExchange decision changed this, however. After eBay, patent courts no longer apply presumptions that push the deliberative scales in favor of injunctions (or “property rule” protection). Instead, patent injunctions require a careful four-factor analysis, where plaintiffs must demonstrate irreparable injury (i.e., that money damages cannot compensate). Without question, eBay has made it harder for patent plaintiffs to secure injunctions, and has led many district courts to consider innovation policy concerns (e.g., the strategic behavior of patent “troll” plaintiffs) in the injunction calculus. By and large, courts’ more deliberative approach to patent injunctions post-eBay has been viewed as beneficial for the patent system.

Over the past decade, eBay’s influence has migrated to other areas of IP. This article offers the first account of eBay’s impact on federal trade secrecy injunctions. Important differences between trade secret law and other areas of IP—for example, the hard-to-quantify risk that disclosure poses to trade secret owners—has lessened eBay’s influence on trade secrecy injunctions. This article argues that disclosure risks justify a bifurcated approach to trade secrecy injunctions. That is, in cases involving the dissemination of trade secrets, courts should presume irreparable injury in the injunction calculus. However, in cases involving the unauthorized use of a trade secret—that is, where a defendant builds upon a plaintiff's trade secret but does not disseminate it—courts should not presume irreparable harm and, instead, should apply the eBay framework. As part of this assessment, courts should consider policy concerns related to cumulative innovation and employee mobility.

从历史上看,知识产权所有者可以依靠禁令救济来防止继续侵权。然而,最高法院对eBay诉MercExchange案的裁决改变了这一点。在eBay之后,专利法院不再适用那些将审议尺度推向禁令(或“财产规则”保护)的假设。相反,专利禁令需要仔细的四因素分析,原告必须证明不可弥补的伤害(即金钱损害不能补偿)。毫无疑问,eBay使专利原告更难获得禁令,并导致许多地方法院在禁令计算中考虑创新政策问题(例如,专利“巨魔”原告的战略行为)。总的来说,法院对后ebay时代的专利禁令采取更为审慎的态度,被视为有利于专利制度。在过去的十年里,eBay的影响力已经转移到其他知识产权领域。本文首次介绍了eBay对联邦商业保密禁令的影响。商业秘密法与其他知识产权领域的重要区别——例如,披露商业秘密给商业秘密所有者带来的难以量化的风险——削弱了eBay对商业秘密禁令的影响。本文认为,披露风险证明了商业秘密禁令的两面性。也就是说,在涉及商业秘密传播的案件中,法院应该在禁令计算中假定不可弥补的损害。然而,在涉及未经授权使用商业秘密的案件中——也就是说,被告以原告的商业秘密为基础,但没有传播它——法院不应假定不可弥补的损害,而应适用eBay框架。作为评估的一部分,法院应考虑与累积创新和员工流动性相关的政策问题。
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引用次数: 0
Bribing the Machine: Protecting the Integrity of Algorithms as the Revolution Begins 贿赂机器:在革命开始时保护算法的完整性
IF 1.2 3区 社会学 Q3 BUSINESS Pub Date : 2019-11-21 DOI: 10.1111/ablj.12151
Philip M. Nichols

In the Industrial Revolution, machines took on the burden of physical labor; in the Big Data Revolution, machines are taking on the tasks of making decisions. Algorithms are the rules and processes that enable machines to make those decisions. Machines will make many decisions that affect general well-being. This article addresses a threat to the efficacy of those decisions: the intentional distortion or manipulation of the underlying algorithm so that machines make decisions that benefit self-interested third parties, rather than decisions that enhance public well-being. That threat has not been recognized or addressed by legal thinkers or policy makers. This article first examines the lifecycle of an algorithm, and then demonstrates the likelihood that self-interested third parties will attempt to corrupt the development and operation of algorithms. The article then argues that existing mechanisms cannot protect the integrity of algorithms. The article concludes with a discussion of policies that could protect the integrity of algorithms: transparency in both the development of and the content of algorithms that affect general well-being and holding persons who corrupt the integrity of such algorithms accountable. Just as the Industrial Revolution eventually improved the quality of life for many, so too does the Big Data Revolution offer enhancement of general well-being. That promise, however, will only be realized if policy makers take action to protect the integrity of underlying algorithms now, at the beginning of the revolution.

在工业革命中,机器承担了体力劳动的负担;在大数据革命中,机器正在承担决策的任务。算法是使机器能够做出这些决定的规则和过程。机器将做出许多影响整体福祉的决定。本文解决了对这些决策有效性的威胁:故意扭曲或操纵底层算法,以便机器做出有利于自利第三方的决策,而不是提高公共福祉的决策。法律思想家或政策制定者没有认识到或解决这一威胁。本文首先考察了算法的生命周期,然后演示了自利的第三方试图破坏算法的开发和操作的可能性。然后,文章认为现有机制不能保护算法的完整性。文章最后讨论了可以保护算法完整性的政策:影响一般福祉的算法的开发和内容的透明度,以及追究破坏此类算法完整性的人的责任。正如工业革命最终改善了许多人的生活质量一样,大数据革命也提高了人们的总体幸福感。然而,只有政策制定者在革命之初就采取行动保护底层算法的完整性,这一承诺才能实现。
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引用次数: 5
How Behavioral Science Ultimately Fails Retirement Savers: A Noble Experiment 行为科学最终如何让退休储蓄者失败:一个高尚的实验
IF 1.2 3区 社会学 Q3 BUSINESS Pub Date : 2019-11-21 DOI: 10.1111/ablj.12150
Dana M. Muir

Behavioral scientists boast that their insights have increased savings in 401(k) plans. Evidence shows that careful use of default decision settings and nudges can prevent decisional errors and encourage behavior that aligns with public policy while retaining individual power of choice. Indeed, even the Swedish National Academy of Sciences highlighted the effect of his behavioral science work on retirement savings when it awarded the 2017 Nobel Prize in economics to Professor Richard Thaler. This article shows, though, that, unlike the three plan default settings attributed to behavioral science insights, the default setting that I term automatic retention fails. That failure means too many savers take affirmative actions to move (rollover) assets from their 401(k) plans to individual retirement accounts (IRAs). Primarily because of rollovers, IRAs hold more than 11.5% of U.S. household financial assets. However, usually the decision to roll over is not an optimal choice for the saver. This last mile problem undermines the goal of the first three default settings to help employees build long-term retirement savings. This article examines research on what causes default settings to be slippery, as is the case for automatic retention, instead of sticky, as is the case for the other 401(k) default settings. It then evaluates three categories of potential interventions to mitigate the popularity of rollovers: aggressive regulation, expansion of fiduciary obligation, and use of incremental impeding altering rules. It concludes that adoption of incremental impeding altering rules would be both politically feasible and effective in increasing the stickiness of the automatic retention default setting.

行为科学家夸口说,他们的见解增加了401(k)计划的储蓄。有证据表明,谨慎使用默认决策设置和推动可以防止决策错误,并鼓励与公共政策一致的行为,同时保留个人的选择权。事实上,就连瑞典国家科学院(Swedish National Academy of Sciences)在将2017年诺贝尔经济学奖授予理查德·塞勒(Richard Thaler)教授时,也强调了他的行为科学研究对退休储蓄的影响。然而,本文表明,与归因于行为科学见解的三个计划默认设置不同,我称之为自动保留的默认设置失败了。这种失败意味着太多的储蓄者采取积极行动,将资产从401(k)计划转移到个人退休账户(ira)。ira持有超过11.5%的美国家庭金融资产,这主要是由于资产展期。然而,对于储蓄者来说,通常转款并不是最佳选择。最后一英里的问题破坏了前三个默认设置的目标,即帮助员工建立长期退休储蓄。本文考察了导致默认设置不稳定的原因,即自动保留的情况,而不是像其他401(k)默认设置那样具有粘性的情况。然后,它评估了三类潜在的干预措施,以减轻滚转的普及:积极监管,扩大信托义务,并使用增量阻碍改变规则。它的结论是,采用渐进式阻碍改变规则在政治上是可行的,并且在增加自动保留默认设置的粘性方面是有效的。
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引用次数: 1
New Battles and Battlegrounds for Mandatory Arbitration After Epic Systems, New Prime, and Lamps Plus 继Epic Systems、New Prime和Lamps Plus之后,强制仲裁的新战场和战场
IF 1.2 3区 社会学 Q3 BUSINESS Pub Date : 2019-11-21 DOI: 10.1111/ablj.12152
Stephanie Greene, Christine Neylon O'Brien

The Supreme Court's recent decisions interpreting the Federal Arbitration Act (FAA) in the employment context generally prioritize arbitration over workers’ labor law rights. The majority in Epic Systems Corporation v. Lewis upheld mandatory individual employment arbitration agreements despite their conflict with the labor law right to act in concert. The same majority in Lamps Plus, Inc. v. Varela rejected a state law interpretation of a contract provision to find that parties to an employment contract intend individual arbitration absent reference to group arbitration. A unanimous Court in New Prime v. Oliveira interpreted the FAA to include independent contractors under the transportation worker exemption, reinvigorating the battle over what it means to be engaged in interstate commerce to qualify for the exemption. These decisions resolved some disputes about the breadth of the FAA, but other questions remain. In the wake of Epic Systems and Lamps Plus, state courts and legislatures are testing the boundaries of the FAA's saving clause, with limited success. Confidentiality provisions, frequently associated with arbitration agreements, may unlawfully interfere with employees’ federal labor law rights. This article recommends that Congress amend the FAA to address these issues by excluding all workers engaged in interstate commerce, not just transportation workers, because the Court has strayed far from the original intent of the Act—to enforce commercial agreements in which the parties had equal bargaining power. State legislation also should provide guidance on what makes arbitration voluntary and fair, and provide a choice to employees on collective action, forum, and confidentiality.

最高法院最近在就业背景下解释《联邦仲裁法》(FAA)的决定通常将仲裁置于工人的劳动法权利之上。Epic Systems的多数人支持强制性个人雇佣仲裁协议,尽管它们与劳动法的一致行动权相冲突。在lamp Plus案中,同样的多数人认为,当事人打算单独仲裁,而没有提及集体仲裁。然而,在一项罕见的一致决定中,New Prime最高法院免除了运输工人的联邦航空局保险,即使这些工人是独立的承包商而不是雇员。这些决定解决了关于联邦航空局广度的一些争议,但其他问题仍未解决。例如,经常与仲裁条款联系在一起的保密条款是否非法地干涉了雇员的联邦劳动法权利?关于就业仲裁的州法律是否具有优先购买权?一些州法院和立法机构继续寻求保护因强制性个人仲裁条款而处于不利地位的工人的方法,而其他州法院和立法机构则概述了仲裁程序,甚至为那些根据联邦航空局明确豁免的运输工人提供了仲裁程序。州法律对就业仲裁的监管可能会在优先论点面前失败,因为法院微弱的保守多数似乎打算不惜一切代价维护个别仲裁条款。然而,加州坚持允许根据其私人总检察长法案(PAGA)的代表诉讼,州法院继续考虑传统的合同抗辩,如缺乏相互同意和不合理,作为绕过繁重仲裁条款的论据。法院对New Prime的裁决将重新引发一场关于“从事州际贸易”意味着什么才有资格获得FAA运输工人豁免的争论,优步和Lyft的工人将带头发起诉讼,因为他们寻求避免强制性的个人仲裁。相比之下,企业无疑会争辩说,即使是在联邦航空局豁免的运输工人,也必须根据不豁免运输工人的州法律规定进行仲裁。作者建议国会修改联邦航空管理局,排除所有影响州际贸易的工人,并澄清州法律规范就业仲裁的作用。国家立法应就什么是真正自愿和公平的仲裁提供指导,并让雇员对集体行动和仲裁场所有真正的选择,以及是否对争议保密。
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引用次数: 0
The Controlling Shareholder Enforcement Gap 控股股东执行差距
IF 1.2 3区 社会学 Q3 BUSINESS Pub Date : 2019-08-20 DOI: 10.1111/ablj.12147
Itai Fiegenbaum

The regulation of controlling shareholder related-party transactions is one of corporate law's animating concerns. A recent Chancery Court decision extends the double approval framework endorsed by the Delaware Supreme Court—independent director committees and a majority of the minority shareholders—to non-freezeout transactions. This article explains why the Chancery Court's innovation does not decrease the risk faced by minority shareholders. Subjecting a transaction to the double approval framework is a voluntary decision. Transaction planners will willingly traverse this path if the benefits outweigh the loss in deal certainty and attendant costs. When almost every freezeout is challenged in court, the voluntary application of this framework is the logical outcome. The calculus in the non-freezeout context leads to a different result. Non-freezeouts must be challenged by a derivative lawsuit. The procedural hurdles inherent in the derivative mechanism affect both the demand for the ratification framework and the incentive to comply. Without a tangible threat of a lawsuit to coax voluntary compliance in the non-freezeout setting, transaction planners have nothing to gain by subjecting the deal to the double approval gauntlet. This article's analysis reveals a large gap in the enforcement of self-dealing transactions. Recent high-profile litigation exposes questionable adherence to the double approval framework for obviously conflicted non-freezeout transactions. The paucity of derivative lawsuits foretells a troubling fate for similar transactions at less enticing litigation targets. Worse yet, the superficial step toward improved minority shareholder protection stifles the discussion on additional reform.

对控股股东关联交易的规制是公司法中令人关注的问题之一。最近衡平法院的一项裁决将特拉华州最高法院认可的双重批准框架——独立董事委员会和多数小股东——扩展到非冻结交易。这篇文章解释了为什么衡平法院所做的创新并没有降低中小股东所面临的风险。将交易置于双重审批框架下是一种自愿决定。如果收益超过交易确定性的损失和随之而来的成本,交易规划者将愿意走这条路。当几乎每一项冻结都在法庭上受到质疑时,自愿应用这一框架是合乎逻辑的结果。在非冻结情况下的演算会导致不同的结果。非冻结措施必须受到派生诉讼的挑战。衍生机制固有的程序障碍既影响了对批准框架的需求,也影响了遵守的动机。在非冻结环境下,如果没有切实的诉讼威胁来诱使投资者自愿遵守规定,交易策划者就无法通过让交易接受双重审批来获得任何好处。本文的分析揭示了在执行自交易事务方面存在很大差距。最近备受瞩目的诉讼暴露出,对于明显存在冲突的非冻结交易,双重审批框架是否得到遵守存在问题。衍生品诉讼的缺乏预示着类似交易在不那么诱人的诉讼目标上的麻烦命运。更糟糕的是,改善小股东保护的表面举措扼杀了有关进一步改革的讨论。
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引用次数: 2
Data Analytics and the Erosion of the Work/Nonwork Divide 数据分析与工作/非工作鸿沟的侵蚀
IF 1.2 3区 社会学 Q3 BUSINESS Pub Date : 2019-08-20 DOI: 10.1111/ablj.12146
Leora Eisenstadt

Numerous statutes and common law doctrines conceive of a dividing line between work time and nonwork time and delineate the activities that must be compensated as work. While technological innovations and increasing desires for workplace flexibility have begun to erode this divide, it persists, in part, because of the ways in which the division protects employers and employees alike. Nonetheless, the explosion of data analytics programs that allow employers to monitor and rely upon a worker's off-duty conduct will soon weaken the dividing line between work and nonwork in dramatically greater and more troubling ways than ever before. The emergence of programs allowing employers to track, predict, rely upon, and possibly control nonwork activities, views, preferences, and emotions represents a major blurring of the line between work and nonwork. This article contends that these advances in data analytics suggest a need to reexamine the notion of work versus nonwork time and to question whether existing protections adequately consider a world in which these lines are so significantly muddled. As a society, we need to acknowledge the implications of the availability of massive quantities of employees’ off-duty data and to decide whether and how to regulate its use by employers. Whether we, as a society, decide to allow market forces to dictate acceptable employer behavior, choose to regulate and restrict the use of off-duty data for adverse employment decisions, or find some middle ground that requires disclosure and consent, we should choose our own course rather than allowing the technology to be the guide.

许多法规和普通法学说都设想了工作时间和非工作时间之间的分界线,并将必须作为工作补偿的活动划分开来。虽然技术创新和对工作场所灵活性的日益渴望已经开始削弱这种分歧,但这种分歧仍然存在,部分原因是该部门保护雇主和雇员的方式。尽管如此,允许雇主监控和依赖员工下班行为的数据分析程序的激增,将很快以比以往任何时候都更大、更令人不安的方式削弱工作和非工作之间的分界线。这些进步的例子比比皆是。雇主已经开始依赖算法,从员工的社交媒体和其他在线档案中获取大量数据,并利用这些数据筛选出最高效的团队和最优秀的员工。雇主现在可以使用数据分析来跟踪和预测员工的计划生育想法和医疗保健问题,或者使用面部识别技术和情绪分析来预测员工的情绪状态。这些允许雇主跟踪、预测、依赖并可能控制非工作活动、观点、偏好和情绪的程序的出现,代表着工作和非工作之间的界限严重模糊。数据分析和工作/非工作鸿沟的侵蚀认为,预测分析的这些进步表明,有必要重新审视工作与非工作时间的概念,并质疑现有的保护措施是否充分考虑到了一个这些界限严重混乱的世界。作为一个社会,我们需要认识到大量员工下班数据的可用性所带来的影响,并决定是否以及如何监管雇主对其的使用。作为一个社会,无论我们决定允许市场力量支配可接受的雇主行为,还是选择监管和限制使用下班数据做出不利的就业决定,或者找到一些需要披露和同意的中间立场,我们都应该选择一条路,而不是让技术创新成为指导。
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