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Big Tech platform acquisitions of start-ups and venture capital funding for innovation 大型科技平台收购初创企业,并为创新提供风险投资
IF 2.8 3区 经济学 Q1 ECONOMICS Pub Date : 2022-06-01 DOI: 10.1016/j.infoecopol.2022.100973
Tiago S. Prado, Johannes M. Bauer

This paper investigates the effects of “Big Tech” platform acquisitions on venture capital (VC) funding for start-ups. We analyze 32,367 venture capital deals between 2010 and 2020, and 392 tech start-up acquisitions by Google, Facebook, Amazon, Apple, and Microsoft. Results obtained with fixed effects panel and differences-in-differences estimators reveal a positive, statistically significant, average effect of Big Tech start-up acquisitions on worldwide, venture capital activity. Positive effects were also found for the United States and Europe. However, the findings suggest that the effects are transient and fade away after several quarters. Because venture capitalists fund start-ups to enable entrepreneurial innovation, this approach also informs our understanding of the repercussions of these acquisitions on the start-up innovation ecosystem. The large number of observations over an extended period unlocks insights into historical patterns that are relevant for the design of digital platform policies.

本文研究了“大科技”平台收购对初创企业风险投资(VC)融资的影响。我们分析了2010年至2020年间的32367笔风险投资交易,以及谷歌、Facebook、亚马逊、苹果和微软收购的392家科技初创企业。使用固定效应面板和差异中差异估计器获得的结果显示,大型科技初创企业收购对全球风险投资活动具有积极的、统计显著的平均影响。美国和欧洲也发现了积极的影响。然而,研究结果表明,这种影响是短暂的,几个季度后就会消失。由于风险资本家为初创企业提供资金以实现创业创新,因此这种方法也有助于我们理解这些收购对初创企业创新生态系统的影响。长时间的大量观察揭示了与数字平台政策设计相关的历史模式。
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引用次数: 12
Does digitalization spur global value chain participation? Firm-level evidence from emerging markets 数字化是否促进了全球价值链的参与?新兴市场企业层面的证据
IF 2.8 3区 经济学 Q1 ECONOMICS Pub Date : 2022-06-01 DOI: 10.1016/j.infoecopol.2022.100972
Sasidaran Gopalan , Ketan Reddy , Subash Sasidharan

Does digitalization by firms spur participation in Global Value Chains (GVCs)? Rapid strides in information and communication technology (ICT) through cost-effective and reliable telecommunications have facilitated multinational firms to outsource complex production activities across borders over the years. While the rise of GVCs to prominence has coincided with the ICT revolution, there is very little systematic empirical evidence at the firm-level documenting the nexus between digitalization of firms and their participation in GVCs. By using rich firm-level data for a sample of 24,839 firms across 52 countries spanning the period 2006–2018, we empirically test the importance of digitalization in deepening GVC participation. After correcting for potential biases arising from self-selection and reverse causality, our empirical analysis shows that digitalization by firms positively influences GVC deepening. Our results are quite robust to various measures of GVCs and digitalization. Further, we also document how digitalization boosts GVC integration of firms that are financially constrained.

企业数字化是否促进了全球价值链的参与?多年来,通过具有成本效益和可靠的电信,信息和通信技术的迅速发展促进了跨国公司将复杂的生产活动跨境外包。虽然全球价值链的崛起与信息通信技术革命同时发生,但在企业层面,很少有系统的经验证据证明企业数字化与其参与全球价值链之间的联系。通过使用2006-2018年期间52个国家24839家公司样本的丰富公司层面数据,我们实证检验了数字化对深化全球价值链参与的重要性。在修正了自我选择和反向因果关系带来的潜在偏差后,我们的实证分析表明,企业数字化对全球价值链深化具有积极影响。我们的结果对于全球价值链和数字化的各种衡量标准都相当稳健。此外,我们还记录了数字化如何促进财务受限公司的全球价值链整合。
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引用次数: 21
The role of prior warnings when cheating is easy and punishment is credible 事先警告的作用,当作弊很容易,惩罚是可信的
IF 2.8 3区 经济学 Q1 ECONOMICS Pub Date : 2022-03-01 DOI: 10.1016/j.infoecopol.2021.100959
Marc Humbert , Xavier Lambin , Eric Villard

During the COVID-19 sanitary crisis, many exams were hastily moved to online mode. This revived a much needed debate over the privacy issues associated with online proctoring of exams, while the validity and fairness of unproctored exams were increasingly questioned. With a randomized control trial, we estimate the effectiveness of prior warnings as a means of discouraging academic dishonesty in exams. We use original, non-intrusive technologies to surreptitiously identify cheating in a series of unproctored assignments and send a targeted warning to half of the students who were identified as cheaters. We then compare their cheating behavior on the final exam with the behavior of the group of unwarned cheaters. The warning proves effective but does not completely eliminate cheating, as some students’ cheating strategies become more sophisticated following issuance of the warnings. We conclude that switching traditional exams to online mode should be accompanied by proctoring. When proctoring is not possible, credible and effective anti-cheating technologies should be deployed together with adequate warnings.

在COVID-19卫生危机期间,许多考试被匆忙转移到在线模式。这再次引发了一场关于在线监考的隐私问题的争论,而无人监考的有效性和公平性也越来越受到质疑。通过一项随机对照试验,我们估计了事先警告作为一种阻止考试中学术不诚实行为的手段的有效性。我们使用原始的、非侵入式的技术来秘密地识别一系列未监考作业中的作弊行为,并向被认定为作弊的一半学生发送有针对性的警告。然后,我们将他们在期末考试中的作弊行为与未受到警告的作弊者的行为进行比较。这一警告被证明是有效的,但并不能完全消除作弊行为,因为一些学生的作弊策略在警告发布后变得更加复杂。我们的结论是,将传统考试转变为在线模式应该伴随着监考。当监考不可能时,应该部署可信和有效的反作弊技术,并提供足够的警告。
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引用次数: 1
The impact of telecommunication regulatory policy on mobile retail price in Sub-Saharan African countries 电信监管政策对撒哈拉以南非洲国家移动零售价格的影响
IF 2.8 3区 经济学 Q1 ECONOMICS Pub Date : 2022-03-01 DOI: 10.1016/j.infoecopol.2021.100963
Onkokame Mothobi

This paper examines the effect of regulatory policies on mobile retail prices. Using quarterly data for 8 African countries for the period 2010:Q4 to 2014:Q4 we estimate structural demand and supply equations. We find that mobile termination rates (MTR) have significant positive impact on mobile retail prices. A decline in average MTR of 10% decreases average mobile retail prices by 2.5%. On the other hand, mobile number portability (MNP) has an insignificant effect on price and subscriptions in selected African countries. This may be due to inadequate implementation of MNP and consecutively low demand for porting numbers. The average market conduct in mobile telecommunications industry for selected African countries can be approximated by Cournot Nash equilibrium, while price elasticity of demand is on average 0.27.

本文考察了监管政策对移动零售价格的影响。利用8个非洲国家2010年第四季度至2014年第四季度的季度数据,我们估计了结构性需求和供应方程。我们发现移动终端率(MTR)对移动零售价格有显著的正向影响。平均MTR下降10%,平均移动零售价格下降2.5%。另一方面,在选定的非洲国家,移动号码可携性(MNP)对价格和用户的影响不显著。这可能是由于流动电话号码计划实施不足,以及对移转号码的需求持续低迷所致。选定的非洲国家移动通信行业的平均市场行为可以用古诺纳什均衡来近似,而需求的价格弹性平均为- 0.27。
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引用次数: 2
Zero-rating, content quality, and network capacity 零评级,内容质量和网络容量
IF 2.8 3区 经济学 Q1 ECONOMICS Pub Date : 2022-03-01 DOI: 10.1016/j.infoecopol.2022.100965
Emmanuel Lorenzon

We consider a departure from net neutrality by an Internet service provider (ISP) that financially discriminates among content providers through exclusive zero-rating contracts. Zero-rating is an instrument to distort competition between content providers and the manner in which consumers value content. We analyze its implications for the incentives to provide quality in the market for content and to invest in broadband infrastructure. Zero-rating makes content more expensive for consumers to use and imply a downward distortion of content quality. Content providers switch from minimal differentiation to a downward vertical differentiation outcome. Next, we find that zero-rating implies underprovision in the broadband infrastructure, which comes from a standard rent-extraction argument and a cost-alleviation channel related to the complementarity between network capacity and content quality. Finally, when implemented, zero-rating is found to be welfare reducing and detrimental to consumers.

我们认为,互联网服务提供商(ISP)通过排他性零评级合同在财务上歧视内容提供商,这是对网络中立性的背离。零评级是一种扭曲内容提供商之间的竞争和消费者对内容的评价方式的工具。我们分析了它对在市场上提供高质量内容和投资宽带基础设施的激励的影响。零评级使得消费者使用的内容更加昂贵,并意味着内容质量的向下扭曲。内容提供商从最小差异化转向向下垂直差异化的结果。接下来,我们发现零评级意味着宽带基础设施供应不足,这来自标准的租金提取论点和与网络容量和内容质量之间的互补性相关的成本缓解渠道。最后,零税率在实施后会降低福利,不利于消费者。
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引用次数: 1
Market must be defended: The role of counter-espionage policy in protecting domestic market welfare 必须捍卫市场:反间谍政策在保护国内市场福利中的作用
IF 2.8 3区 经济学 Q1 ECONOMICS Pub Date : 2022-03-01 DOI: 10.1016/j.infoecopol.2022.100964
Alex Barrachina , Teresa Forner-Carreras

Governments of advanced economies are extremely concerned about the illicit acquisition of information on critical technologies employed by their industries, and countering this economic espionage is quickly becoming one of their top priorities. The present paper advances the theoretical analysis of the interaction between economic espionage and counter-espionage, and presents a first approximation to an inquiry into the rationale for the influence of market competition in its dynamics. The proposed model assumes a country with a one-market economy open to international trade whose product is supplied by domestic firms. Moreover, successful economic espionage implying market entry of foreign firms would harm domestic welfare. Considering counter-espionage policy as entry barrier and sufficient efficiency in espionage and counter-espionage efforts, the analysis of the benchmark case characterized by no foreign consumer and one foreign firm suggests that demand characteristics play an important role in the complex influence of competition in espionage. Irrespective of this, optimal counter-espionage effort is always positive although negatively affected by competition.

发达经济体的政府非常关注非法获取其行业使用的关键技术信息,打击这种经济间谍活动正迅速成为他们的首要任务之一。本文提出了对经济间谍和反间谍之间相互作用的理论分析,并提出了对市场竞争在其动态中影响的基本原理的初步研究。该模型假设一个国家实行单一市场经济,向国际贸易开放,其产品由国内公司提供。此外,成功的经济间谍意味着外国公司的市场进入将损害国内福利。考虑到反间谍政策作为进入壁垒和间谍活动和反间谍工作的充分效率,对没有外国消费者和一家外国公司的基准案例的分析表明,需求特征在竞争对间谍活动的复杂影响中发挥了重要作用。无论如何,最优反间谍努力总是积极的,尽管受到竞争的负面影响。
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引用次数: 0
Mobility restrictions and the substitution between on-site and remote work: Empirical evidence from a European online labour market 流动限制和现场和远程工作之间的替代:来自欧洲在线劳动力市场的经验证据
IF 2.8 3区 经济学 Q1 ECONOMICS Pub Date : 2022-03-01 DOI: 10.1016/j.infoecopol.2021.100951
Frank Mueller-Langer , Estrella Gómez-Herrera

Intensified by the COVID-19 pandemic, online labour markets are at the core of the economic and policy debate about the future of work and the conditions under which we work online. We analyse the effects of an increase in the cost of on-site work induced by COVID-19-related mobility restrictions on the substitution between on-site and remote job postings and between on-site and remote hires. We benefit from the fact that the implementation of stay-at-home requirements varies by country, time and level. We use unique company data from a large European online labour market. We provide empirical evidence for a positive effect of stay-at-home restrictions on job postings and hires of remote work relative to on-site work. Overall, our results suggest that employers are substituting remote employment for on-site employment, while there is no substantial change in overall employment.

COVID-19大流行加剧了在线劳动力市场的问题,使其成为有关未来工作和在线工作条件的经济和政策辩论的核心。我们分析了covid -19相关流动性限制导致的现场工作成本增加对现场和远程职位发布之间以及现场和远程招聘之间替代的影响。我们受益于这样一个事实,即居家要求的执行情况因国家、时间和级别而异。我们使用来自欧洲大型在线劳动力市场的独特公司数据。我们提供的经验证据表明,相对于现场工作,居家限制对职位发布和远程工作的雇佣有积极影响。总体而言,我们的研究结果表明,雇主正在用远程就业取代现场就业,而总体就业没有实质性变化。
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引用次数: 10
Fostering participation in digital contact tracing 促进参与数字接触者追踪
IF 2.8 3区 经济学 Q1 ECONOMICS Pub Date : 2022-03-01 DOI: 10.1016/j.infoecopol.2021.100938
Dominik Rehse , Felix Tremöhlen

Digital contact tracing is a promising digital public health intervention to manage epidemics. However, in order to reach its full potential, the technology has to be widely adopted and used. During the SARS-CoV-2 pandemic, this has not necessarily been the case. We review the literature with a focus on how participation in digital contact tracing could be fostered and provide policy recommendations on how to increase its adoption and usage as well as recommendations for further research.

数字接触者追踪是一种很有前途的管理流行病的数字公共卫生干预措施。然而,为了充分发挥其潜力,这项技术必须得到广泛采用和使用。在SARS-CoV-2大流行期间,情况未必如此。我们回顾了文献,重点关注如何促进数字接触者追踪的参与,并就如何增加其采用和使用提供政策建议,以及对进一步研究的建议。
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引用次数: 11
The geography of ridesharing: A case study on New York City 拼车的地理特征——以纽约市为例
IF 2.8 3区 经济学 Q1 ECONOMICS Pub Date : 2021-12-01 DOI: 10.1016/j.infoecopol.2021.100941
Chungsang Tom Lam , Meng Liu , Xiang Hui

Despite the popularity of ridesharing, there is limited empirical evidence on how ridesharing activities differ across regions with different levels of accessibility and the implication for consumers. In this paper, we study the market for rides across New York City neighborhoods. We construct a novel data set that contains massive API queries on route-specific estimates of pricing, wait time, and travel time of Uber, Lyft, and the public transit. After linking this data with actual trip records of taxis, Uber, and Lyft, we document a strong pattern that ridesharing has a larger market share relative to taxis in neighborhoods with lower accessibility, defined either in terms of geographic distance to Midtown Manhattan or “economic distance” to job opportunities. Next, we estimate a discrete-choice model of demand for rides and interpret the geography of ridesharing through the lens of the model. We find that consumer surplus from ridesharing varies drastically across geography: passengers that are 5 to 15 miles (resp. more than 15 miles) from Midtown experience a 60% (resp. 19%) larger consumer surplus relative to passengers that are within 5 miles from Midtown. Over half of these gains comes from reduced wait time.

尽管拼车很受欢迎,但关于可达性水平不同的地区之间拼车活动的差异及其对消费者的影响的实证证据有限。在本文中,我们研究了纽约市社区的乘车市场。我们构建了一个新的数据集,其中包含大量的API查询,这些查询是关于优步、Lyft和公共交通的定价、等待时间和旅行时间的特定路线估计的。在将这些数据与出租车、优步和Lyft的实际出行记录联系起来之后,我们发现了一个强大的模式,即在可达性较差的社区,拼车相对于出租车拥有更大的市场份额,可达性是根据到曼哈顿中城的地理距离或到工作机会的“经济距离”来定义的。接下来,我们估计了一个出行需求的离散选择模型,并通过该模型的镜头解释了拼车的地理位置。我们发现,拼车带来的消费者剩余在不同地区差异很大:5至15英里的乘客(平均每人)的出行距离为10英里。距离中城超过15英里(约16公里)的游客,可享受60%的旅游体验。19%)相对于离市中心5英里以内的乘客,消费者剩余要大一些。其中一半以上的收益来自于减少的等待时间。
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引用次数: 6
The Internet and SME Participation in Exports 互联网与中小企业参与出口
IF 2.8 3区 经济学 Q1 ECONOMICS Pub Date : 2021-12-01 DOI: 10.1016/j.infoecopol.2021.100940
Meng Sun

This paper analyzes the effect of the development of the Internet on the share of small and medium-sized enterprises (SMEs) in total exports. We extend the Helpman, Melitz and Yeaple (2004) model to include the opportunity for firms to pay lower fixed export costs by exporting indirectly via well-established e-commerce platforms. SMEs self-select into the indirect exporting mode. In response to the development of the Internet, fixed costs of indirect exporting fall at a higher rate than fixed costs of direct exporting. Consequently, SMEs tend to account for a larger share in total exports as the Internet develops. Using two samples from the Exporter Dynamics Database, we find supporting evidence that the development of the Internet in the exporting country has a significant and negative effect on the share of exports by the top 5% or 25% of exporters, implying a larger share of SMEs. Moreover, we find that improved submarine cable infrastructure in the exporting country also leads to a lower share of exports by large exporters. These are in contrast to the estimated positive effect of telephone development in the exporting country, which may not disproportionately benefit indirect exporting via e-commerce platforms over direct exporting. Finally, we find an imperfect substitution relationship between e-commerce platforms and traditional intermediaries.

本文分析了互联网的发展对中小企业在出口总额中所占份额的影响。我们扩展了Helpman、Melitz和yeple(2004)的模型,将企业通过完善的电子商务平台间接出口而支付较低固定出口成本的机会纳入其中。中小企业自主选择间接出口模式。随着互联网的发展,间接出口的固定成本比直接出口的固定成本下降得更快。因此,随着互联网的发展,中小企业在出口总额中所占的份额越来越大。使用出口商动态数据库中的两个样本,我们发现支持性证据表明,出口国互联网的发展对前5%或25%的出口商的出口份额有显著的负面影响,这意味着中小企业的份额更大。此外,我们发现出口国海底电缆基础设施的改善也导致大型出口商的出口份额降低。这与电话发展对出口国的估计积极影响形成对比,电话发展对通过电子商务平台间接出口的好处可能不会超过直接出口。最后,我们发现电子商务平台与传统中介之间存在不完善的替代关系。
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引用次数: 11
期刊
Information Economics and Policy
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