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Say on Pay Laws and Insider Trading 比如薪酬法和内幕交易
Pub Date : 2021-10-08 DOI: 10.2139/ssrn.3938891
Thomas Bourveau, François Brochet, F. Ferri, Chengzhu Sun
We examine whether mandatory adoption of say-on-pay increases executives’ incentives to engage in insider trading to offset the regulatory-induced increase in compensation risk. Our empirical design exploits the staggered adoption of say-on-pay laws across fourteen countries over the 2000-2015 period. We find that mandatory adoption of say-on-pay is associated with a material increase in insider trading profitability, especially in firms with excess pay and weaker governance. The increase in insider trading profits is mostly driven by more frequent and larger insider sales, consistent with executives’ desire to reduce their exposure to firm-specific risk and rebalance their portfolio. We also find some evidence that after the adoption of say-on-pay insider sales become more predictive of future returns and are more likely timed during information-sensitive windows. Overall, our results highlight the importance of considering potential effects on insider trading incentives when designing compensation reforms and when assessing their impact on executives’ incentives.
我们研究了强制采用薪酬话语权是否会增加高管参与内幕交易的动机,以抵消监管导致的薪酬风险增加。我们的实证设计利用了2000年至2015年期间14个国家错开实施薪酬话语权法的情况。我们发现,强制采用薪酬话语权与内幕交易盈利能力的实质性增加有关,尤其是在薪酬过高、治理较弱的公司。内幕交易利润的增长主要是由更频繁、规模更大的内幕交易推动的,这与高管们减少公司特定风险敞口、重新平衡投资组合的愿望是一致的。我们还发现一些证据表明,在采用“薪酬话语权”制度后,内幕销售变得更能预测未来的回报,而且更有可能在信息敏感的窗口期进行。总体而言,我们的研究结果强调了在设计薪酬改革和评估其对高管激励的影响时考虑内幕交易激励的潜在影响的重要性。
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引用次数: 0
Scientific Prizes And Post-Award Attention: Evidence From The Nobel Prize In Economics 科学奖和奖后关注:来自诺贝尔经济学奖的证据
Pub Date : 2020-07-10 DOI: 10.2139/ssrn.3534922
M. McCabe, Z. Babutsidze
We examine how prize announcements in economics influence the attention of insiders and outsiders to the field. Insiders pay greatest attention to consensus papers cited by the Nobel Prize Committee and written by past Clark Medal winners; outsiders focus more on consensus papers not written by Clark Medal awardees. In both cases, the entry of new citing authors accounts for most of the enhanced attention. We also consider the direct impact of the Clark Medal on citations and find effects comparable to those arising with the Nobel Prize. Our results imply that prizes enhance the leadership role of star scientists.
我们研究了经济学奖项的宣布是如何影响内部人士和外部人士对该领域的关注的。业内人士最关注的是诺贝尔奖委员会引用的、由过去的克拉克奖得主撰写的共识论文;外界更关注的是非克拉克奖得主撰写的共识论文。在这两种情况下,新被引作者的加入都占了关注增加的大部分。我们还考虑了克拉克奖章对引用的直接影响,并发现与诺贝尔奖产生的影响相当。我们的研究结果表明,奖励增强了明星科学家的领导作用。
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引用次数: 2
How Do Ratings and Penalties Moderate Earnings on Crowdsourced Delivery Platforms? 评级和处罚如何影响众包交付平台的收益?
Pub Date : 2020-05-24 DOI: 10.2139/ssrn.3609132
Yuqian Xu, Baile Lu, A. Ghose, Hongyan Dai, Weihua Zhou
Crowd-sourced delivery represents a rapidly rising segment of the global workforce. Crowd-delivery workers enjoy flexibility in choosing when and where to work. However, such flexibility brings notorious challenges to online platforms in managing the crowd-sourced workforce. Thus, understanding the behavioral and incentive issues of crowd workers in this new business model is inherently important. In this paper, we investigate how a baseline incentive effect of piece-rate earning is moderated by two unique features of online crowd-sourcing platforms, namely, ratings and penalties. Utilizing data from one leading crowd-sourced grocery delivery platform with more than 50 million active users in China, we implement a two-stage Heckman model together with instrumental variables to tackle this research question. We first show the baseline effect whereby higher piece-rate earning increases the workers' work time. Going one step further, we find this positive effect of piece-rate earning decreases when the percentage of five-star ratings increases (negative moderating effect); moreover, this positive effect increases when the monetary penalty increases (positive moderating effect). Finally, we show the magnitude of the negative (positive) moderating effect decreases when the percentage of five-star ratings (monetary penalty) increases. The ultimate goal of this paper is to provide guidelines to online platforms on the design of better incentive mechanisms with the interplay of piece-rate earning, rating, and penalty.
众包递送代表着全球劳动力中快速增长的一部分。人群配送工作者在选择工作时间和地点方面享有灵活性。然而,这种灵活性给在线平台管理众包劳动力带来了众所周知的挑战。因此,在这种新的商业模式中,理解群体工作者的行为和激励问题本身就很重要。在本文中,我们研究了在线众包平台的两个独特特征,即评级和惩罚,如何调节计件工资的基线激励效应。利用中国一家拥有超过5000万活跃用户的领先众包杂货配送平台的数据,我们实施了一个两阶段的Heckman模型和工具变量来解决这个研究问题。我们首先展示了基线效应,即较高的计件工资增加了工人的工作时间。更进一步,我们发现计件工资的这种正效应随着五星评级比例的增加而减弱(负调节效应);而且,这种正效应随着罚金的增加而增加(正调节效应)。最后,我们表明,当五星评级(罚款)的百分比增加时,负(正)调节效应的幅度减小。本文的最终目标是为网络平台设计更好的计件工资、评级和惩罚相互作用的激励机制提供指导。
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引用次数: 3
A Simulation Approach to Designing Digital Matching Platforms 数字匹配平台设计的仿真方法
Pub Date : 2019-01-21 DOI: 10.2139/ssrn.3320080
Andrey Fradkin
Digital matching marketplaces are characterized by user heterogeneity, limited capacity, and dynamic market clearing. These features create spillovers between users. For example, an Airbnb listing booked by one guest cannot be booked by another guest for the same night. Spillovers limit the applicability of many experimental and observational methods for evaluating the effects of marketplace policies. In this paper, I show how to use marketplace simulations as an input into the design of user acquisition strategies and ranking algorithms. I calibrate a marketplace simulation using data on searches and transactions from Airbnb and use it to address three topics: the returns to scale in matching, the heterogeneity in returns to user acquisition, and the size of bias in experimental designs. I find that returns to scale are initially increasing due to market thickness effects and then decreasing due to availability frictions in search. Furthermore, heterogeneity in the value of listings to the platform is large - the effect of acquiring 25% more listings on bookings varies between -4.1% and 5.4% depending on the quartile of listing quality. I then measure the extent of bias in experimental treatment effects due to spillovers. The treatment effect of a better ranking algorithm on conversion rates is overstated by 53% when a quarter of users are randomized into treatment.
数字匹配市场具有用户异质性、容量有限、市场出清动态等特点。这些特性会在用户之间产生溢出效应。例如,一位客人预订的Airbnb房源不能被另一位客人预订到同一晚。溢出效应限制了评估市场政策效果的许多实验和观察方法的适用性。在本文中,我将展示如何使用市场模拟作为用户获取策略和排名算法设计的输入。我使用Airbnb上的搜索和交易数据校准了一个市场模拟,并用它来解决三个主题:匹配中的规模回报、用户获取回报的异质性,以及实验设计中的偏差大小。我发现规模回报最初由于市场厚度效应而增加,然后由于搜索中的可用性摩擦而减少。此外,房源对平台价值的异质性很大——根据房源质量的四分位数,获得25%以上房源对预订的影响在-4.1%到5.4%之间。然后,我测量了由于溢出效应而导致的实验治疗效果的偏差程度。当四分之一的用户被随机分配到治疗中时,更好的排名算法对转化率的治疗效果被夸大了53%。
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引用次数: 13
Correlation Between Rewards and Commitment: An Empirical Investigation of Independent Financial Adviser in Malaysia 报酬与承诺的相关性:马来西亚独立财务顾问的实证调查
Pub Date : 2018-07-10 DOI: 10.2139/ssrn.3560753
M. Jantan
Do extrinsic rewards able to encourage employee commitment especially those in the professional industry and in high position? The purpose of this research is to critically examine the link between rewards and organisational commitment underpinned by motivation theory; Self-Determination Theory and Regulatory Focus Theory among Independent Financial Advisers (IFAs) in Malaysia. This research used a scaling questionnaire covering 2 categories on a 6-point Likert scale. The survey involved 260 IFAs registered with Securities Commission Malaysia using the SurveyMonkey web tools consisting of 18-item scale for measuring a three-component model of organisation commitment (Affective Commitment, Normative Commitment and Continuance Commitment) and a 14-item scale for measuring a five-component model of rewards (Extrinsic Rewards: Pay Satisfaction, Promotion and Team Support; Intrinsic Rewards: Autonomy and Participation in Decision Making). This research used a measurement model via Structure Modelling Equation (SEM) to find the factor analysis for each latent variable. The hypotheses tested clearly show that rewards have a positive and significant effect on organisational commitment. This research has been able to identify the most practical and effective rewards for IFAs. For extrinsic rewards, prospects of promotion have the most positive effect on employee commitment which can be translated into employee performance. Besides that, autonomy and participation in decision making able can foster intrinsic motivation among IFAs. Overall, employee commitment is one of the antecedent determinants of employee performance.
外在奖励是否能够鼓励员工的承诺,特别是那些在专业行业和高职位的员工?本研究的目的是在激励理论的基础上,批判性地考察奖励与组织承诺之间的联系;马来西亚独立财务顾问(IFAs)的自我决定理论和监管焦点理论。本研究采用6分李克特量表,包括2个类别。调查涉及260个在马来西亚证券委员会注册的ifa,使用SurveyMonkey网络工具,包括18项量表,用于测量组织承诺的三成分模型(情感承诺,规范承诺和持续承诺)和14项量表,用于测量奖励的五成分模型(外在奖励:薪酬满意度,晋升和团队支持;内在奖励:自主和参与决策)。本研究通过结构建模方程(SEM)建立测量模型,对每个潜在变量进行因子分析。经过检验的假设清楚地表明,奖励对组织承诺有显著的正向影响。这项研究已经能够确定对金融机构最实际和有效的奖励。外在奖励中,晋升前景对员工承诺的正向影响最大,进而转化为员工绩效。此外,自主性和参与决策能力可以促进金融机构之间的内在动机。总体而言,员工承诺是员工绩效的先决决定因素之一。
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引用次数: 0
Counterparty Credit Risk and the Effectiveness of Banking Regulation 交易对手信用风险与银行业监管有效性
Pub Date : 2018-06-26 DOI: 10.2139/ssrn.3278728
Sînziana Kroon, I. van Lelyveld
We investigate how counterparty credit risk influences the prices of over-the-counter CDS contracts using confidential transaction level data for practically all Dutch trades. We confirm our prior of a significant negative relationship between the credit worthiness of the CDS seller and the price of the CDS contract. We find that an increase of 100 basis points in the credit spread of the seller, decreases the price of the CDS contract by 7.2 basis points. Also, the larger the size of the CDS contract the lower the price of the CDS contract. Finally, we find that regulatory exemptions have a statistically significant but economically negligible impact on CDS pricing: Transactions exempted from banking capital requirements for Credit Valuation Adjustment risk - mostly banks transacting with non-financial institutions, sovereigns and pension funds - trade 0.14 basis points lower, all else equal.
我们调查交易对手信用风险如何影响场外CDS合约的价格,使用几乎所有荷兰交易的机密交易水平数据。我们确认了CDS卖方的信用价值与CDS合约价格之间的显著负相关关系。我们发现,卖方的信用利差每增加100个基点,CDS合约的价格就会下降7.2个基点。此外,CDS合约的规模越大,其价格就越低。最后,我们发现监管豁免对CDS定价的影响在统计上显著,但在经济上可以忽略不计:免除银行信贷估值调整风险资本要求的交易——主要是银行与非金融机构、主权和养老基金的交易——在其他条件相同的情况下,交易成本降低了0.14个基点。
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引用次数: 2
A Survey of Marketing Mix and Decisional Factors on Airline Carrier among Incentive Freight Forwarder in Thailand 泰国激励性货运代理航空公司营销组合及决策因素调查
Pub Date : 2017-06-29 DOI: 10.2139/ssrn.2994882
Prerada Praditpong, Areerat Sensod, Sakworawich Arnond
A study on marketing mix and decisional factors on airline carrier among Thai freight forwarder aims to investigate the general behavior of the airline carrier selective decision for the freight forwarder in Thailand. It focuses on the use of international outbound freight services in Bangkok metropolitan region. In addition, the marketing mix factors affecting airline service providers in Thailand are investigated. Consequently, the new strategies to meet the customer requirements and the guidelines for improving and developing services are proposed. The samples for this study are 400 freight forwarder customers during May 2016 and March 2017. A random sampling is conducted using the convenience sampling method with the questionnaire as a research tool. The data analysis statistics is performed with the frequency distribution, average percentage, and standard deviation. The results of the research are as follow: 1) The customers are mainly sales executive of a large freight company, working in sales department. The majority of goods are transported to Europe over 16 times per month. A popular type of transported products is a general merchandise valued over 1,000,000 Baht,shipping a paper box container; 2) The decision to use the airline is decided by the freight forwarder. The popular commercial conditions for the freight forwarder are DDP terms, over 1,000,000 Baht for each transportation cost, optimal service of 14 trips per week, 1 working day for transit, 75-100% punctual delivery rate, 2 delays delivery per week, damaged goods by cargo compression, and limited number of shipping by the airlines. Therefore, most carriers resolved the problem by switching to another airline; 3) The 7 marketing mix factors affecting the airline service selection are in the following order Process, Product, Price, People, Place, Promotion, and Physical Evidence; 4) The guidelines for improving the airline business consist of introducing a technology to improve products and services, price and quality optimization, improving the efficiency and distribute channels, developing a good staff attitude toward service and the airline standard to meet international standards.
泰国货运代理中航空公司的营销组合与决策因素研究旨在调查泰国货运代理中航空公司选择决策的一般行为。它的重点是在曼谷大都市区使用国际出站货运服务。此外,营销组合因素影响航空公司服务提供商在泰国进行了调查。因此,提出了满足顾客需求的新战略和改进和发展服务的指导方针。本研究的样本是2016年5月至2017年3月期间的400名货运代理客户。以问卷调查为研究工具,采用方便抽样法进行随机抽样。数据分析统计包括频率分布、平均百分比和标准差。研究结果如下:1)客户主要是某大型货运公司销售部门的销售主管。大部分货物每月运往欧洲的次数超过16次。一种受欢迎的运输产品类型是价值超过1,000,000泰铢的一般商品,运输一个纸盒容器;2)使用航空公司的决定由货运代理决定。货运代理最受欢迎的商业条件是DDP条款,每次运输成本超过1,000,000泰铢,每周14次的最佳服务,中转1个工作日,75% -100%准时交货率,每周2次延误交货,货物压缩损坏货物,航空公司的运输数量有限。因此,大多数航空公司通过切换到其他航空公司来解决问题;3)影响航空公司服务选择的7个营销组合因素分别是订单流程、产品、价格、人员、地点、促销和实物证据;4)改善航空业务的指导方针包括引进技术改善产品和服务,优化价格和质量,改善效率和分销渠道,培养良好的员工服务态度,航空公司标准达到国际标准。
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引用次数: 0
The Impact of APIs in Firm Performance api对企业绩效的影响
Pub Date : 2017-05-21 DOI: 10.2139/ssrn.2843326
Seth G. Benzell, Guillermo Lagarda, Marshall W. Van Alstyne
Using proprietary information from a significant percentage of the API-tool provision and API-management industry, we explore the impact of API adoption on firm performance. We use a difference in difference approach centered on the date of first use to show that API adoption leads to increased profitability in the short and long run. APIs vary in their business function, and we find that B2B, B2C, and Internal API calls are heterogeneous in their association with outcomes. For a firm of 13,500 employees, our preferred specification implies API adoption increases yearly net income by more that $250,000. We also find evidence that having an open developer portal further enhances the gains from API adoption.
利用来自API工具提供和API管理行业中相当大比例的专有信息,我们探讨了API采用对公司绩效的影响。我们使用以首次使用日期为中心的“差中之差”方法来显示API的采用会在短期和长期内增加盈利能力。API的业务功能各不相同,我们发现B2B、B2C和内部API调用与结果的关联是异构的。对于一家拥有13,500名员工的公司,我们的首选规范意味着采用API将使每年的净收入增加25万美元以上。我们还发现有证据表明,拥有一个开放的开发人员门户可以进一步提高API采用带来的收益。
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引用次数: 11
Analysis of Innovation in FCC M&A Transactions from 1997 to 2015 1997 - 2015年FCC并购交易创新分析
Pub Date : 2016-09-27 DOI: 10.2139/ssrn.2757451
Ryland Sherman
As a term, “innovation” is used inconsistently, often resembling ‘cheap talk.’ In telecom. and media policy debates like network neutrality, both those supporting and against proposed regulation will claim their position improves innovation, while their opponents’ position will harm innovation. However, “innovation” becomes a valuable legal term of art when used in mergers and acquisitions (“M&A”) decisions, particularly when the Federal Communications Commission (“FCC”) evaluates “Major Transactions.” The primary aims of this work are to clarify the meaning of innovation as it pertains to competition regulation and M&A strategy and offer insights into how innovation should influence future regulation and strategy formation. After the Telecommunications Act of 1996 enabled telecommunications and media companies to compete in once-restricted lines of business, there was a flurry of M&A activity that has continued to this day. Simultaneously, innovations related to digital convergence have placed these once disparate lines of business in increasingly direct competition with one another. This research reviews the 82 FCC “Major Transaction” orders between the passage of the Act and 2015, using a textual coding method related to the various economic and legal definitions of innovation to analyze all 509 instances of the grammatical variations of the term's use. Four primary conceptual definitions of innovation are identified and explored through legal analysis, with the term’s usage patterns analyzed in connection to bundling, business mavericks, business innovation, innovation markets, technological innovation, and the concept’s integration into the competition regulation framework. Each of 82 orders is also categorized by the general markets involved and the type of transaction under review, and explored through a combination of the results of this coded data and legal research, which clarifies and reframes innovation discussions surrounding the precedents contained within the FCC’s major mergers, acquisitions, joint ventures, and licensing transactions. Policy and business strategy conclusions are considered, with insights about how technological innovation challenges antitrust law’s discrete market definitions and why open access factors across a broader range of indirect competitors may be more important.
作为一个术语,“创新”的使用不一致,通常类似于“廉价的谈话”。“电信业。而媒体政策辩论,比如网络中立,无论是支持还是反对拟议的监管,都会声称自己的立场有助于创新,而反对者的立场则会损害创新。然而,在并购决策中,特别是在联邦通信委员会(FCC)评估“重大交易”时,“创新”成为一个有价值的法律术语。这项工作的主要目的是澄清创新的含义,因为它与竞争监管和并购战略有关,并为创新应如何影响未来的监管和战略形成提供见解。1996年的《电信法》(Telecommunications Act)允许电信和媒体公司在一度受到限制的业务领域展开竞争后,一股并购热潮一直持续到今天。与此同时,与数字融合相关的创新使这些曾经完全不同的业务线彼此之间的竞争日益直接。本研究回顾了该法案通过至2015年期间的82个FCC“重大交易”命令,使用与创新的各种经济和法律定义相关的文本编码方法来分析该术语使用的所有509个语法变化实例。通过法律分析,本文确定并探讨了创新的四个主要概念定义,并分析了该术语的使用模式,包括捆绑、商业特立特立者、商业创新、创新市场、技术创新以及该概念与竞争监管框架的整合。82项命令中的每一项都按照所涉及的一般市场和审查中的交易类型进行了分类,并通过将这些编码数据的结果与法律研究相结合进行了探讨,从而澄清和重新构建了围绕FCC主要合并、收购、合资企业和许可交易中包含的先例的创新讨论。本文考虑了政策和商业战略结论,并深入了解了技术创新如何挑战反垄断法的离散市场定义,以及为什么在更广泛的间接竞争对手中开放获取因素可能更重要。
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引用次数: 0
Innovation, Competition, and Investment Timing 创新、竞争和投资时机
Pub Date : 2015-11-26 DOI: 10.2139/ssrn.2153713
Y. Koskinen, J. Maeland
In our model multiple innovators compete against each other by submitting investment proposals to an investor. The investor chooses the least expensive proposal and when to invest in it. Innovators have to provide costly effort and they learn privately the cost of investing. Multiple efforts have to be compensated for, but competition helps to erode innovators' informational rents, since innovators are more likely to lose the competition if they inflate investment costs. Consequently, competition leads to faster innovation, because the investor has less of a need to delay expensive investments. The investor's payoff sensitivity also increases with competition, thus enabling the investor to capture more of the upside of innovative activity.
在我们的模型中,多个创新者通过向投资者提交投资建议来相互竞争。投资者选择最便宜的方案,并决定何时投资。创新者必须付出昂贵的努力,他们私下里了解投资的成本。多方努力必须得到补偿,但竞争有助于侵蚀创新者的信息租金,因为如果创新者抬高投资成本,他们更有可能在竞争中失败。因此,竞争导致更快的创新,因为投资者不太需要推迟昂贵的投资。投资者的回报敏感性也随着竞争的增加而增加,从而使投资者能够从创新活动中获得更多的好处。
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引用次数: 6
期刊
Boston University Questrom School of Business Research Paper Series
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