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What Determines Where Opportunity Knocks? Political Affiliation in the Selection of Opportunity Zones 是什么决定了机会的到来?机会区选择中的政治从属关系
Pub Date : 2020-01-07 DOI: 10.2139/ssrn.3534451
M. M. Frank, Jeffrey L. Hoopes, Rebecca Lester
We examine the role of political affiliation during the selection of Opportunity Zones, a place-based tax incentive enacted by the Tax Cuts and Jobs Act of 2017. We find governors are on average 7.6% more likely to select a census tract as an Opportunity Zone when the tract’s state representative is a member of the governor’s political party. Further, we find that this effect ranges from 0.0% to 26.4% based on the state-level processes governors used to select Opportunity Zones, such as engagement of professional advisors and implementation of public comment procedures. These effects are incremental to important demographic factors that also increased the likelihood of selection, such as lower income levels and improving local conditions. These results provide evidence relevant for current Congressional legislative proposals by informing the extent to which state-level politics and processes affected the implementation of this incentive.
我们研究了政治派别在机会区选择中的作用,机会区是2017年《减税和就业法案》颁布的基于地点的税收激励。我们发现,当一个人口普查区的州代表是州长所在政党的成员时,州长选择该普查区作为机会区的可能性平均要高出7.6%。此外,我们发现,根据州长选择机会区的州级流程(如聘请专业顾问和实施公众意见程序),这种影响范围从0.0%到26.4%不等。这些影响对于重要的人口因素来说是渐进的,这些因素也增加了选择的可能性,例如收入水平较低和当地条件的改善。这些结果为当前的国会立法提案提供了相关证据,说明了州一级的政治和程序在多大程度上影响了这一激励措施的实施。
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引用次数: 16
Critical Notes on the Doctoral Thesis -the Impact of Adopting Ethics and Compliance Programs on Business Strategy- Elaborated by Valeriu Deciu, ‘Al. I. Cuza’ University of Iasi 博士论文的关键注释——采用道德和合规计划对商业战略的影响——由Valeriu Deciu, ' Al详细阐述。1 .雅西库萨大学
Pub Date : 2019-12-29 DOI: 10.18662/lumeneas/15
A. Sandu
The current paper exposes critical notes on the doctoral thesis "The impact of adopting ethics and compliance programs on business strategy" elaborated by Valeriu Deciu, „Al. I. Cuza” University of Iasi, Romania. Based on the thesis analysis I found that it corresponds to the requirements of the elaboration of a doctoral thesis in the field and I agreed with its public defence. The PhD student pursues a transdisciplinary approach, having as a central point the field of ethics management, approaching the theories and instruments from the area of management but also from that of applied ethics and sociology. The research is exploratory in nature, being approached a relatively new field for the literature in the area of ethics management in our country, a field that is also a novelty for the Romanian managerial practice itself. The paper also has a confirmatory side, the statistical processing of the data obtained through a survey based on a questionnaire leading to the confirmation of hypotheses formulated by the doctoral student throughout the paper.
当前的论文揭示了博士论文“采用道德和合规计划对商业战略的影响”的关键笔记,由Valeriu Deciu, Al。罗马尼亚雅西大学库扎。通过对论文的分析,我发现它符合该领域博士论文的阐述要求,我同意它的公开辩护。博士生追求跨学科的方法,以伦理管理领域为中心,接近管理学领域的理论和工具,也来自应用伦理学和社会学。这项研究本质上是探索性的,对我国伦理管理领域的文献来说,这是一个相对较新的领域,对罗马尼亚管理实践本身来说,这也是一个新奇的领域。本文也有验证性的一面,通过基于问卷调查的调查获得的数据进行统计处理,从而确认了博士生在整篇论文中提出的假设。
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引用次数: 0
Corporate Governance for Sustainability 可持续发展的企业管治
Pub Date : 2019-12-11 DOI: 10.2139/SSRN.3502101
Andrew Johnston, J. Veldman, R. Eccles, S. Deakin, Jerry Davis, M. Djelic, Katharina Pistor, B. Segrestin, Cynthia A. Williams, David K. Millon, P. Ireland, Beate Sjåfjell, Christopher M. Bruner, L. Talbot, H. Willmott, C. Villiers, C. Liao, Bertrand Valiorgue, Jason Glynos, Todd L. Sayre, B. Morgan, Rick Wartzman, P. Sikka, F. Gregor, D. Jacobs, R. Gill, Roger Brown, Vincenzo Bavoso, Neil M. Lancastle, J. Matthaei, Scott Taylor, Ulf Larsson-Olaison, Jay Cullen, A. Dignam, T. W. Joo, C. O'Kelly, C. Keating, R. Tomasic, S. Lilley, Kevin D. Tennent, K. Robson, W. Maley, I. Chiu, E. McGaughey, C. Rees, N. Boeger, A. Leaver, Marc T. Moore, L. Paape, A. Meyer, M. Palazzi, N. Kaul, J. Espinosa-Cristia, Timothy Kuhn, D. Cooper, Susanne Soederberg, André Jansson, S. Watson, O. Sitbon, J. Loughrey, D. Collison, M. McCulloch, M. McCulloch, N. Samanta, D. Greenwood, Grahame F. Thompson, A. Keay, A. Contu, Andreas Rühmkorf, Richard Hull, Irene-Marié Esser, Nihel Chabrak
The current model of corporate governance needs reform. There is mounting evidence that the practices of shareholder primacy drive company directors and executives to adopt the same short time horizon as financial markets. Pressure to meet the demands of the financial markets drives stock buybacks, excessive dividends and a failure to invest in productive capabilities. The result is a ‘tragedy of the horizon’, with corporations and their shareholders failing to consider environmental, social or even their own, long-term, economic sustainability.With less than a decade left to address the threat of climate change, and with consensus emerging that businesses need to be held accountable for their contribution, it is time to act and reform corporate governance in the EU.The statement puts forward specific recommendations to clarify the obligations of company boards and directors and make corporate governance practice significantly more sustainable and focused on the long term.
当前的公司治理模式需要改革。越来越多的证据表明,股东至上的做法促使公司董事和高管采取与金融市场相同的短期眼光。满足金融市场需求的压力导致了股票回购、过度分红以及对生产能力投资的失败。其结果是一场“即将发生的悲剧”,企业及其股东没有考虑到环境、社会,甚至他们自己的长期经济可持续性。现在距离应对气候变化威胁的时间还不到10年,企业需要为自己的贡献负责的共识正在形成,是时候采取行动,改革欧盟的公司治理了。该声明提出了具体建议,以明确公司董事会和董事的义务,并使公司治理实践更具可持续性和长期性。
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引用次数: 4
A Dozen Landmark Nuisance Cases and Their Environmental Significance 十几个具有里程碑意义的妨害案件及其环境意义
Pub Date : 2019-11-16 DOI: 10.2139/SSRN.3408549
M. Blumm
Over four centuries, nuisance law has proved its versatility. Originally, a near strict liability doctrine restraining uses that interfered with traditional agrarian and domestic uses, nuisance evolved to accommodate the industrial revolution, providing nuisance defendants with defenses like suitability of uses to their location, use of best available technology, and a high standing bar for private plaintiffs alleging public nuisances, making injunctive relief unlikely. In the mid-20th century, the Restatements were interpreted by some courts to endorse wholesale balancing of the gravity of harmful activities versus their economic value to the defendant and society not just limited to the issue of injunctive relief versus damages but whether a nuisance existed at all. This transformation of nuisance doctrine, like the earlier one, was the product of instrumentalism: a perceived need to accommodate economic growth, as judges were able to deny nuisance plaintiffs relief based on value judgments about the relative value of development versus environmental quality. In recent years, the U.S. Supreme Court has intervened to stop federal nuisance law from applying to interstate pollution, including greenhouse gas emissions. The Court did so not on the basis of congressional intent but on its vision of federalism and judicial competency. While these decisions seem to remove nuisance law from the foremost pollution threat in our time, the doctrine may regain relevance if the Court proceeds to narrowly interpret the scope of federal environmental legislation protecting resources like wetlands and groundwater, thereby eliminating displacement arguments. If those resources are not federally regulated, nuisance doctrine would give injured landowners a remedy, just as it has afforded those injured by emissions from hog farms, recently the subject of multi-million dollar damage suits. This paper traces the evolution of nuisance law, examining a dozen landmark cases, revealing a doctrine that began by protecting traditional agrarian and domestic uses, yet was malleable enough to accommodate perceived development priorities in the 19th and 20th centuries. The paper does suggest that where not federally displaced or preempted by state statutes, nuisance law today remains a viable cause of action for injured landowners, particularly where the issue is left to juries. Given the evident hostility of the Supreme Court, nuisance may not be available to combat greenhouse gas emissions, despite the felt necessities of the 21st century, like the evident damages due unrestrained atmospheric pollution and ocean acidification, but could supply injured parties a remedy against unregulated activities. Those parties might encourage courts to rediscover nuisance’s strict liability roots and return the doctrine to its origins protecting against uses that inflict substantial injuries on their neighbors and the public at large.
四个多世纪以来,妨害法已经证明了它的多功能性。最初,一种近乎严格的责任原则限制了干扰传统农业和家庭用途的使用,滋扰演变为适应工业革命,为滋扰被告提供了诸如用途与其位置的适用性,使用最佳可用技术以及私人原告指控公共滋扰的高标准等辩护,使禁令救济不太可能。在20世纪中期,一些法院对《重述》的解释是支持对有害活动的严重性与其对被告和社会的经济价值的全面平衡,而不仅仅局限于禁令救济与损害赔偿的问题,而且还局限于妨害是否存在的问题。妨害原则的这种转变,就像早先的那样,是工具主义的产物:一种适应经济增长的感知需要,因为法官能够基于对发展与环境质量的相对价值的价值判断,拒绝妨害原告的救济。近年来,美国最高法院进行了干预,阻止联邦妨害法适用于州际污染,包括温室气体排放。最高法院这样做不是基于国会的意图,而是基于它对联邦制和司法能力的看法。虽然这些判决似乎将妨害法从我们这个时代最重要的污染威胁中移除,但如果最高法院继续狭义地解释保护湿地和地下水等资源的联邦环境立法的范围,从而消除置换争论,该原则可能会重新获得相关性。如果这些资源没有受到联邦政府的监管,妨害原则将会给受伤害的土地所有者一个补救办法,就像养猪场排放的废气给那些受伤害的人提供的补救办法一样,养猪场最近受到了数百万美元的损害赔偿诉讼。本文追溯了妨害法的演变,考察了十几个具有里程碑意义的案例,揭示了妨害法最初是保护传统的农业和家庭用途,但在19世纪和20世纪具有足够的可塑性,以适应人们认为的发展优先事项。这篇论文确实表明,在没有联邦法律取代或被州法规取代的情况下,妨害法今天仍然是受伤的土地所有者提起诉讼的可行原因,特别是在问题留给陪审团的情况下。考虑到最高法院的明显敌意,妨害法可能无法用于对抗温室气体排放,尽管21世纪的必需品,如无节制的大气污染和海洋酸化造成的明显损害,但可以为受害方提供一种针对不受管制的活动的补救措施。这些当事人可能会鼓励法院重新发现妨害的严格责任根源,并将该原则回归到其起源,以防止对邻居和广大公众造成重大伤害的使用。
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引用次数: 0
Determinant Factors of Company Performance in Under Armour Inc. 安德玛公司业绩的决定因素
Pub Date : 2019-11-09 DOI: 10.2139/ssrn.3498357
N. Mohamad
Company performance is one of the most important aspect in an organization. It is important for an organization to be a profitable and survive over time. The image of a company is based on their performance. A bad company performance will lose to attract the shareholder as shareholder is one of the profit resources. Company performance is determined by their profitability. The aim of this research was to determine the internal and external factors towards company performance on Under Armour Inc in United States. The analysis shows that firm specific factor (quick ratio, debt ratio, average collection period, operational ratio, operating margin, and corporate governance index (CGI) and macro-economic factor (gross domestic product (GDP), inflation, unemployment rate, exchange rate and Beta.) influence the profitability of the firm. This study suggest that the firm should do well in managing their shareholders’ equity to maximize shareholder’ wealth and generate profit to company by establishing a clear information regarding how and where the firm invest the shareholder’s money and complies more towards corporate governance elements such as transparency, fairness, accountability, independence and sustainability in the firm.
公司绩效是组织中最重要的方面之一。对于一个组织来说,盈利和长期生存是很重要的。公司的形象是建立在业绩的基础上的。一个糟糕的公司业绩将失去对股东的吸引力,因为股东是利润资源之一。公司的业绩是由盈利能力决定的。本研究的目的是确定内部和外部因素对公司绩效的Under Armour Inc在美国。分析表明,企业的具体因素(速动比率、负债率、平均回收期、营业比率、营业利润率、公司治理指数(CGI))和宏观经济因素(国内生产总值(GDP)、通货膨胀率、失业率、汇率和贝塔系数)影响着企业的盈利能力。本研究表明,企业应通过建立关于企业如何以及在何处投资股东资金的明确信息,做好股东权益管理,以最大化股东财富并为公司创造利润,并更多地遵守公司治理要素,如透明度,公平性,问责制,独立性和可持续性。
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引用次数: 0
Social Responsibility and Consensus Orientation in Public Governance: a Content Analysis 公共治理中的社会责任与共识取向:内容分析
Pub Date : 2019-11-07 DOI: 10.17573/cepar.2019.2.09
Nina Tomaževič
Over the past two decades, social responsibility (SR) has become a key principle of many private sector entities that aim for business excellence. Similarly, in the public sector, the latest public governance models (PGMs) are based on the selected public governance principles (e.g. consensus orientation, participation, equity and inclusiveness) directed at connecting and including all types of stakeholders in decision-making and carrying out the activities of public sector organisations. Yet, there is insufficient reliable empirical evidence with respect to the relationship between social responsibility and the underlying principles of PGMs. The principal goal of the article is thus to identify the relationship between the concept of social responsibility and consensus orientation, which is one of the main theoretically and practically grounded principles of PGMs. This goal is addressed by applying the QDA Miner software package and analysing the contents of the 100 most relevant scientific papers from the Web of Science database. Specifically, the relationship between occurrence of the ‘consensus orientation’ principle and SR is identified and quantified, revealing the importance of the latter. Moreover, different PGMs are analysed in terms of consensus orientation and SR enforcement, providing tangible guidelines to help advance theory and practice in the domain of public governance.
在过去的二十年里,社会责任(SR)已经成为许多私营企业追求卓越经营的关键原则。同样,在公共部门,最新的公共治理模式(PGMs)基于选定的公共治理原则(如共识导向、参与、公平和包容),旨在将公共部门组织的决策和开展活动的所有类型的利益相关者联系起来并包括在内。然而,关于社会责任与政府间管理的基本原则之间的关系,缺乏可靠的经验证据。因此,本文的主要目的是确定社会责任概念与共识导向之间的关系,共识导向是PGMs的主要理论和实践基础原则之一。这一目标是通过应用QDA Miner软件包和分析Web of Science数据库中100篇最相关的科学论文的内容来实现的。具体而言,“共识导向”原则的发生与社会责任之间的关系被识别和量化,揭示了后者的重要性。此外,本文还从共识导向和社会责任执行的角度分析了不同的公共治理机制,为公共治理领域的理论和实践提供了切实的指导。
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引用次数: 6
Stakeholder Engagement in Mandatory Non-Financial Reporting: First Results for First-Time Reporters in Italy 强制性非财务报告中的利益相关者参与:意大利首次记者的初步结果
Pub Date : 2019-10-31 DOI: 10.2139/ssrn.3479186
Barbara Borgato, Chiara Mio, Pier Luigi Marchini, Alice Medioli
This study aims to analyze the issue of Stakeholder Engagement (SE) in mandatory non-financial reporting (NFR) in Italy, also as element supporting the quality of non-financial disclosure. In particular, following previous research that demonstrated critical aspects with regard to this issue in the first reporting period (2017 fiscal year), this paper explores whether and how an activity of SE has been performed and disclosed by first-time reporters in the second year of the application of the law.

A SE Score is proposed to assess the level of SE disclosed by Italian companies that, before the transposition of the European Directive 2014/95/EU, did not communicate voluntarily non-financial information. In addition, the effect of board characteristics and strategic posture on the level of SE disclosed is examined.

The study shows that the level of SE is positively affected by board independence and active strategic posture (represented by social and environmental certifications), while board size is negative related to the result of the SE Score.

To the best of authors knowledge, this is the first research that explores in depth the issue of SE in mandatory NFR in the Italian context, testing the impact of possible determinants.

This study provides some insights for companies and policy makers and extends previous literature on both SE and mandatory NFR.
本研究旨在分析意大利强制性非财务报告(NFR)中的利益相关者参与(SE)问题,这也是支持非财务披露质量的因素。特别是,在之前的研究中,在第一个报告期(2017财政年度)展示了与该问题相关的关键方面,本文探讨了在法律适用的第二年,首次记者是否以及如何执行和披露了SE的活动。在欧盟指令2014/95/EU转换之前,没有主动沟通非财务信息的意大利公司披露的SE水平,建议使用SE评分来评估。此外,本文还考察了董事会特征和战略态势对SE披露水平的影响。研究表明,董事会独立性和积极的战略姿态(以社会和环境认证为代表)对SE水平有正向影响,而董事会规模与SE得分的结果呈负相关。据作者所知,这是第一项深入探讨意大利强制性NFR中SE问题的研究,测试了可能的决定因素的影响。本研究为公司和政策制定者提供了一些见解,并扩展了以前关于SE和强制性NFR的文献。
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引用次数: 0
A Comparative Case Study on Accountability of Corporate Social Responsibility (CSR) Practices in Oman Lng and Omifco at Sur City in Oman 阿曼Lng和阿曼苏尔市Omifco公司企业社会责任(CSR)实践问责比较案例研究
Pub Date : 2019-10-09 DOI: 10.18510/hssr.2019.7556
Hilal Al Salmi, Firdouse R Khan
Purpose: The objective of the study is to familiarise policymakers and practitioners in both the companies in their achievements of CSR projects and specialization by comparing Corporate Social Responsibility Practices (CSR) in Oman Liquefied Natural Gas Company LLC (Oman LNG) and Oman India Fertilizer Company (OMIFCO). Design /methodology/approach: A questionnaire survey was adopted and the details of the companies’ business CSR approaches, CSR projects, measurements of CSR projects, disclosure, and challenges, in the long run, were obtained from the CSR experts in the companies. Further, secondary data was also collected from the companies’ websites, annual reports, and CSR bulletins. Findings: The results of the study indicate that both the companies contribute to society in a positive way as they are accountable to implement CSR as they are the main players in Sur. Both the companies, value developing a practical CSR strategy in their business model concerning customers, stakeholders, contractors, and suppliers, more importantly, the society. However, there is no systematic approach and assessment approach to the level of impact on their CSR projects. Research Limitations / Implications: It is suggested that there is a need to establish a formal mean of dialogue between both the companies and the rest of the stakeholders in order to harmonize CSR projects so that replication of projects can be avoided. To achieve harmony of CSR projects, it is necessary to unite and share the best practices and innovative initiatives of CSR, through the development of a guide to familiarise the CSR concepts along with the tools and methodologies. Practical Implications: It can be seen that setting measurable goals, techniques, sustainability issue mapping, sustainability management system, life cycle assessment and CSR reporting are the significant gaps in the CSR approach of both the companies and the model practices should prescribe the same. Originality/value: This is the first-hand study of its kind as there is no comparative study of O&G companies has been done.
目的:本研究的目的是通过比较阿曼液化天然气公司(Oman LNG)和阿曼印度化肥公司(OMIFCO)的企业社会责任实践(CSR),使两家公司的决策者和从业者熟悉他们在企业社会责任项目和专业化方面的成就。设计/方法/途径:采用问卷调查的方式,从企业的企业社会责任专家那里获得企业的企业社会责任途径、企业社会责任项目、企业社会责任项目的度量、信息披露和长期面临的挑战等细节。此外,还从公司的网站、年报和企业社会责任公告中收集了二手数据。研究结果:研究结果表明,两家公司都以积极的方式为社会做出贡献,因为它们是苏尔的主要参与者,有责任实施企业社会责任。这两家公司都重视在他们的商业模式中制定切实可行的企业社会责任战略,涉及客户、利益相关者、承包商和供应商,更重要的是社会。然而,对于企业社会责任项目的影响程度,并没有系统的方法和评估方法。研究局限/启示:建议有必要在公司和其他利益相关者之间建立一种正式的对话方式,以协调企业社会责任项目,从而避免项目的复制。为了实现企业社会责任项目的和谐,有必要通过制定指南来熟悉企业社会责任的概念、工具和方法,从而团结和分享企业社会责任的最佳实践和创新举措。实践启示:可以看出,设定可衡量的目标、技术、可持续发展问题映射、可持续发展管理体系、生命周期评估和企业社会责任报告是两家公司在企业社会责任方法上的重大差距,模型实践应对此作出规定。原创性/价值:这是此类研究的第一手资料,因为没有对油气公司进行过比较研究。
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引用次数: 4
Materials Flow Analysis in Support of Circular Economy Development: Plastics in Trinidad and Tobago 支持循环经济发展的物料流分析:特立尼达和多巴哥的塑料
Pub Date : 2019-10-03 DOI: 10.2139/ssrn.3463783
S. Millette, E. Williams, C. E. Hull
Abstract Can material flow analysis (MFA) support strategic decisions necessary for the development of circular economy (CE) in a developing country? MFA can be an essential tool in providing necessary data inputs for decisions related to the development of CE. Data-poor environments in developing economies, however, e.g. lack of data on physical flows in manufacturing, pose challenges to doing MFA. Other data however, in particular trade statistics accounting for shipment mass, are often available. We undertake a case study to characterize plastic flows in Trinidad and Tobago (T&T) for 2016, demonstrating how leveraging such data enables MFA. A notable result from the MFA is that much (48%) of the landfilled plastic in T&T comes from plastic packaging for imported products rather than intentional domestic use. This is an example of what is probably a typical CE challenge for island nations: Importing materials with limited domestic demand at end-of-life. We use the MFA results to propose suggestions for a more circular flow of plastics in T&T. First, there is potential to divert plastic waste (including packaging plastic) for use as feedstock in a local cement plant. Second, the scale of PET plastic flows is of sufficient scale (26,000 metric tons annually) to make domestic recycle feasible. Techno-economic studies are needed to properly develop and evaluate these proposals, the role of the MFA here is to identify promising directions.
摘要:物质流分析(MFA)能否支持发展中国家发展循环经济(CE)所需的战略决策?MFA可作为一种重要工具,为与发展行政决策有关的决策提供必要的数据输入。然而,发展中经济体缺乏数据的环境,例如缺乏制造业实物流动的数据,对开展MFA构成了挑战。但是,其他数据,特别是关于装运量的贸易统计数据,往往是可以得到的。我们对2016年特立尼达和多巴哥(T&T)的塑料流动特征进行了案例研究,展示了如何利用这些数据实现MFA。MFA的一个显著结果是,T&T的大部分(48%)垃圾填埋塑料来自进口产品的塑料包装,而不是有意的国内使用。这可能是岛国面临的典型挑战的一个例子:进口国内需求有限的报废材料。我们使用MFA的结果提出建议,为更循环流动的塑料在T&T。首先,有可能将塑料废物(包括包装塑料)转移到当地水泥厂作为原料。其次,PET塑料的流动规模(每年26,000公吨)足以使国内回收成为可能。需要进行技术经济研究,以适当地发展和评价这些建议,外交部在这方面的作用是确定有希望的方向。
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引用次数: 53
Doyoureadme? Temporal Trends in the Language Complexity of Financial Reporting Doyoureadme吗?财务报告语言复杂性的时间趋势
Pub Date : 2019-09-26 DOI: 10.2139/ssrn.3469073
Danny Lesmy, Lev Muchnik, Yevgeny Mugerman
Regulators, practitioners, and researchers are expressing growing concern over the readability of financial disclosures. Several recent regulatory guidelines are aimed specifically at simplifying the language of financial reporting in order to ensure that the reports can be read and understood by the public at large. However, quantitative scientific evidence of the evolving linguistic complexity of finance is scarce. In this work we introduce various methods for measuring the linguistic complexity of financial texts. Some of these methods rely on advanced Natural Language Processing (NLP) techniques unavailable when earlier studies were conducted. We apply these methods to decades’ worth of texts from various domains. We have found that 10-K reports have grown substantially longer, more complex and less readable. In terms of education necessary to comprehend them, this increased complexity translates to additional 2.2 years of schooling over the course of 18 years. A similar pattern of using highly complex language is also evident in financial news. The latter finding suggests that financial reality is becoming increasingly difficult to describe and explain. In contrast, the language of other corpora, including general news and scientific publications, has become more readable over the same period of time.
监管机构、从业人员和研究人员对财务信息披露的可读性表达了越来越多的担忧。最近的几项监管准则专门针对简化财务报告的语言,以确保一般公众能够阅读和理解这些报告。然而,关于金融语言复杂性演变的定量科学证据很少。在这项工作中,我们介绍了测量金融文本的语言复杂性的各种方法。其中一些方法依赖于先进的自然语言处理(NLP)技术,这些技术在早期的研究中是不可用的。我们将这些方法应用于几十年来来自不同领域的文本。我们发现10-K报告变得越来越长,越来越复杂,可读性也越来越差。就理解它们所必需的教育而言,这种增加的复杂性意味着在18年的课程中要额外接受2.2年的教育。在金融新闻中,使用高度复杂语言的类似模式也很明显。后一项发现表明,金融现实正变得越来越难以描述和解释。相比之下,其他语料库的语言,包括一般新闻和科学出版物,在同一时期变得更可读。
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引用次数: 1
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