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The Impacts Of Hype And Competition On The Valuations Of Privately-Held U.S. Software Startups, Karan Sudhir Goel Jan 2024

The Impacts Of Hype And Competition On The Valuations Of Privately-Held U.S. Software Startups, Karan Sudhir Goel

CMC Senior Theses

The impacts of internal conditions on startup valuations have been well studied, but external factors such as market hype and competition have been more restricted to public company valuation research. With soaring valuations in the Generative AI market, an analysis of the relation of hype and competition to startup valuations is timely. I test three hypotheses: (1) More hype about certain business or tech-focused topics is associated with higher valuations for startups operating in those areas (2) More competition is associated with lower valuations for startups (3) The positive effect of hype on valuations is offset by the negative effect …


Compete To Learn: Toward Cybersecurity As A Sport, Tj Oconnor, Dane Brown, Jasmine Jackson, Bryson Payne, Suzanna Schmeelk Jul 2023

Compete To Learn: Toward Cybersecurity As A Sport, Tj Oconnor, Dane Brown, Jasmine Jackson, Bryson Payne, Suzanna Schmeelk

Journal of Cybersecurity Education, Research and Practice

To support the workforce gap of skilled cybersecurity professionals, gamified pedagogical approaches for teaching cybersecurity have exponentially grown over the last two decades. During this same period, e-sports developed into a multi-billion dollar industry and became a staple on college campuses. In this work, we explore the opportunity to integrate e-sports and gamified cybersecurity approaches into the inaugural US Cyber Games Team. During this tenure, we learned many lessons about recruiting, assessing, and training cybersecurity teams. We share our approach, materials, and lessons learned to serve as a model for fielding amateur cybersecurity teams for future competition.


Antitrust For Dominant Digital Platforms: An Alternative To The Monopoly Power Standard To Restore Competition, Jordan Ramsey May 2023

Antitrust For Dominant Digital Platforms: An Alternative To The Monopoly Power Standard To Restore Competition, Jordan Ramsey

Senior Honors Theses

Antitrust law is meant to promote competition by prohibiting anticompetitive business practices such as mergers and acquisitions as well as exclusionary conduct. Judicial interpretation of antitrust law has allowed dominant digital platforms to undertake anticompetitive actions without prosecution. The Sherman Antitrust Act should be amended to remove the monopoly power standard that allows firms to engage in anticompetitive conduct as long as the conduct does not create or uphold monopoly power. The amendment would make anticompetitive conduct illegal regardless of monopoly power, as long as six proof requirements are met. This would result in lessened market concentration, which would benefit …


Antitrust Interoperability Remedies, Herbert J. Hovenkamp Jan 2023

Antitrust Interoperability Remedies, Herbert J. Hovenkamp

All Faculty Scholarship

Compelled interoperability can be a useful remedy for dominant firms, including large digital platforms, who violate the antitrust laws. They can address competition concerns without interfering unnecessarily with the structures that make digital platforms attractive and that have contributed so much to economic growth.

Given the wide variety of structures and business models for big tech, “interoperability” must be defined broadly. It can realistically include everything from “dynamic” interoperability that requires real time sharing of data and operations, to “static” interoperability which requires portability but not necessarily real time interactions. Also included are the compelled sharing of intellectual property or …


Running Competition And Coaching: Lost Era Of Science And Technology, Martin W. Sivula Jan 2022

Running Competition And Coaching: Lost Era Of Science And Technology, Martin W. Sivula

Technology

This paper sheds light on running training and competition from the 1960s through the early 1990s. This article blends practical experience with theory and scientific methods, personal insights, and sports medicine research from a historical view. The data sources include readings, personal correspondences, empirical testing, and personal communication with many persons. Many of these ideas remained dormant and were not followed up by formal scientific research methods after their inception.


Network Orientation, Organisational Improvisation And Innovation: An Empirical Examination, Ao Zhang, Weiyong Zhang Jan 2022

Network Orientation, Organisational Improvisation And Innovation: An Empirical Examination, Ao Zhang, Weiyong Zhang

Information Technology & Decision Sciences Faculty Publications

In today's highly competitive world market, businesses can hardly maintain their competitiveness without strong innovation abilities. In the past, many Chinese enterprises have enjoyed success through imitation. But to continue to succeed in a global marketplace, they must develop ambidextrous innovation abilities. The resource‐based theory eloquently posits that competitive advantage is associated with different and heterogeneous resources. To obtain such resources, firms must establish an external network to acquire necessary knowledge and skills. In this paper, we develop a theoretical model linking network orientation, organisational improvisation, ambidexterity and competitive tension. We postulate that organisational improvisation has a mediating effect and …


Regulating New Tech: Problems, Pathways, And People, Cary Coglianese Dec 2021

Regulating New Tech: Problems, Pathways, And People, Cary Coglianese

All Faculty Scholarship

New technologies bring with them many promises, but also a series of new problems. Even though these problems are new, they are not unlike the types of problems that regulators have long addressed in other contexts. The lessons from regulation in the past can thus guide regulatory efforts today. Regulators must focus on understanding the problems they seek to address and the causal pathways that lead to these problems. Then they must undertake efforts to shape the behavior of those in industry so that private sector managers focus on their technologies’ problems and take actions to interrupt the causal pathways. …


Antitrust And Platform Monopoly, Herbert J. Hovenkamp Nov 2021

Antitrust And Platform Monopoly, Herbert J. Hovenkamp

All Faculty Scholarship

Are large digital platforms that deal directly with consumers “winner take all,” or natural monopoly, firms? That question is surprisingly complex and does not produce the same answer for every platform. The closer one looks at digital platforms the less they seem to be winner-take-all. As a result, competition can be made to work in most of them. Further, antitrust enforcement, with its accommodation of firm variety, is generally superior to any form of statutory regulation that generalizes over large numbers.

Assuming that an antitrust violation is found, what should be the remedy? Breaking up large firms subject to extensive …


Wireless Mobile Phone Technology, Deregulation Policy, Competition And Economic Welfare In Nigeria’S Telecom Industry: An Analytic Model, Onochie J. Dieli Phd Jan 2021

Wireless Mobile Phone Technology, Deregulation Policy, Competition And Economic Welfare In Nigeria’S Telecom Industry: An Analytic Model, Onochie J. Dieli Phd

Journal of International Technology and Information Management

This analytic model is about the Nigerian telecom industry’s structural change caused by the arrival of a new wireless mobile phone technology. Nigeria’s telecom industry transformed from natural monopoly to competitive market as a result of deregulation that occurred in 1999. Under the price regulation using underground or above the ground cable telephone lines, it could run only with the help of government subsidies. This study argues that the arrival of a new telecomm technology was the key to success of Nigeria’s deregulation of its telecom industry. An analysis of a simple microeconomic model shows that with the new wireless …


Is The Digital Economy Too Concentrated?, Jonathan Klick Nov 2020

Is The Digital Economy Too Concentrated?, Jonathan Klick

All Faculty Scholarship

Concentration in the digital economy in the United States has sparked loud criticism and spurred calls for wide-ranging reforms. These reforms include everything from increased enforcement of existing antitrust laws, such as challenging more mergers and breaking up firms, to an abandonment of the consumer welfare standard. Critics cite corruption and more systemic public choice problems, while others invoke the populist origins of antitrust to slay the digital Goliaths. On the other side, there is skepticism regarding these arguments. This chapter continues much of that skepticism.


Network Effects In Action, Christopher S. Yoo Nov 2020

Network Effects In Action, Christopher S. Yoo

All Faculty Scholarship

This Chapter begins by examining and exploring the theoretical and empirical limits of the possible bases of network effects, paying particular attention to the most commonly cited framework known as Metcalfe’s Law. It continues by exploring the concept of network externalities, defined as the positive external consumption benefits that the decision to join a network creates for the other members of the network, which is more ambiguous than commonly realized. It then reviews the structural factors needed for models based on network effects to have anticompetitive effects and identifies other factors that can dissipate those effects. Finally, it identifies alternative …


Competitive Harm From Vertical Mergers, Herbert J. Hovenkamp Oct 2020

Competitive Harm From Vertical Mergers, Herbert J. Hovenkamp

All Faculty Scholarship

The antitrust enforcement Agencies' 2020 Vertical Merger Guidelines introduce a nontechnical application of bargaining theory into the assessment of competitive effects from vertical acquisitions. The economics of such bargaining is complex and can produce skepticism among judges, who might regard its mathematics as overly technical, its game theory as excessively theoretical or speculative, or its assumptions as unrealistic.

However, we have been there before. The introduction of concentration indexes, particularly the HHI, in the Merger Guidelines was initially met with skepticism but gradually they were accepted as judges became more comfortable with them. The same thing very largely happened again …


Raising Funds In The Era Of Digital Economy, Deserina Sulaeman Apr 2020

Raising Funds In The Era Of Digital Economy, Deserina Sulaeman

Dissertations and Theses Collection (Open Access)

The rapid advancement in technology and internet penetration have substantially increased the number of economic transactions conducted online. Platforms that connect economic agents play an important role in this digital economy. The unbridled proliferation of digital platforms calls for a closer examination of the factors that could affect the welfare of the increasing number of economic agents who participate in them.

This dissertation examines the factors that could affect the welfare of agents using the setting of a crowdfunding platform where fundraisers develop campaigns to solicit funding from potential donors. These factors can be broadly categorized into three distinct groups: …


Getting Serious About Games: A Study Of Work And Play Through Information Systems, Jeffrey K. Mullins Dec 2019

Getting Serious About Games: A Study Of Work And Play Through Information Systems, Jeffrey K. Mullins

Graduate Theses and Dissertations

Play and games shape, and are shaped by, culture. They represent an integral and ubiquitous component of humanity. Technological advances are blurring the lines between work and play, and their increasing convergence requires deeper understanding. Organizations seek to harness the motivational power of games to improve instrumental outcomes but face numerous challenges in doing so. Extant theory struggles to inform practice on the use of gameful experiences to achieve practical goals. This dissertation presents three essays that explore the domain of gameful information systems (IS), defined as IS that are designed or perceived to afford or support user experiences similar …


Tech, Regulatory Arbitrage, And Limits, Elizabeth Pollman Jan 2019

Tech, Regulatory Arbitrage, And Limits, Elizabeth Pollman

All Faculty Scholarship

Regulatory arbitrage refers to structuring activity to take advantage of gaps or differences in regulations or laws. Examples include Facebook modifying its terms and conditions to reduce the exposure of its user data to strict European privacy laws, and Uber and other platform companies organizing their affairs to categorize workers as non-employees. This essay explores the constraints and limits on regulatory arbitrage through the lens of the technology industry, known for its adaptiveness and access to strategic resources. Specifically, the essay explores social license and the bundling of laws and resources as constraining forces on regulatory arbitrage, and the legal …


Pharmaceutical M&A Activity: Effects On Prices, Innovation, And Competition, Barak D. Richman, Will Mitchell, Elena Vidal, Kevin Schulman Jan 2017

Pharmaceutical M&A Activity: Effects On Prices, Innovation, And Competition, Barak D. Richman, Will Mitchell, Elena Vidal, Kevin Schulman

Faculty Scholarship

The rise of blockbuster pharmaceutical acquisitions has prompted fears that unprecedented market concentration will weaken competition. Two of the most prominent concerns focus on the upstream and downstream ends of the pharmaceutical industry: (1) the concern that these mergers will concentrate the market for discovery and will therefore lead to fewer discoveries; and (2) the concern that merging large marketing, sales, and distribution forces will strengthen the hands of select pharmaceutical manufacturers and weaken downstream competition. Having considered potential dynamic effects in the industry and conducted a series of preliminary interviews with knowledgeable observers, though, this Article argues that neither …


Responses To Change In The Global Political Economy Of Innovation – The Role Of Sub-National States In Industrial Transition, Dan Herman Jan 2016

Responses To Change In The Global Political Economy Of Innovation – The Role Of Sub-National States In Industrial Transition, Dan Herman

Theses and Dissertations (Comprehensive)

This dissertation seeks to explore how sub-national levels of the state promote the development of new industrial sectors. To do so this dissertation builds on a series of theoretical perspectives on the role of the state in the economy and develops a unique view of how sub-national states coalesce and contrast within these perspectives. It does so through a series of empirical case studies focused on sub-national jurisdictions in North America that highlight diverse varieties of state actions that contribute, if not lead, industrial transitions and the development of new innovation-oriented industrial sectors. In so doing, the dissertation presents a …


The Anti-Competitive Music Industry And The Case For Compulsory Licensing In The Digital Distribution Of Music, Ankur Srivastava Jun 2014

The Anti-Competitive Music Industry And The Case For Compulsory Licensing In The Digital Distribution Of Music, Ankur Srivastava

Touro Law Review

No abstract provided.


Consumer Welfare In Competition And Intellectual Property Law, Herbert J. Hovenkamp Jan 2014

Consumer Welfare In Competition And Intellectual Property Law, Herbert J. Hovenkamp

All Faculty Scholarship

Whether antitrust policy should pursue a goal of "general welfare" or "consumer welfare" has been debated for decades. The academic debate is much more varied than the case law, however, which has consistently adopted consumer welfare as a goal, almost never condemning a practice found to produce an actual output reduction or price increase simply because productive efficiency gains accruing to producers exceeded consumer losses.

While some practices such as mergers might produce greater gains in productive efficiency than losses in consumer welfare, identifying such situations would be extraordinarily difficult. First, these efficiencies would have to be "transaction specific," meaning …


Possible Paradigm Shifts In Broadband Policy, Christopher S. Yoo Jan 2014

Possible Paradigm Shifts In Broadband Policy, Christopher S. Yoo

All Faculty Scholarship

Debates over Internet policy tend to be framed by the way the Internet existed in the mid-1990s, when the Internet first became a mass-market phenomenon. At the risk of oversimplifying, the Internet was initially used by academics and tech-savvy early adopters to send email and browse the web over a personal computer connected to a telephone line via networks interconnected through in a limited way. Since then, the Internet has become much larger and more diverse in terms of users, applications, technologies, and business relationships. More recently, Internet growth has begun to slow both in terms of the number of …


The Innovation Commons, Herbert J. Hovenkamp Dec 2013

The Innovation Commons, Herbert J. Hovenkamp

All Faculty Scholarship

This book of CASES AND MATERIALS ON INNOVATION AND COMPETITION POLICY is intended for educational use. The book is free for all to use subject to an open source license agreement. It differs from IP/antitrust casebooks in that it considers numerous sources of competition policy in addition to antitrust, including those that emanate from the intellectual property laws themselves, and also related issues such as the relationship between market structure and innovation, the competitive consequences of regulatory rules governing technology competition such as net neutrality and interconnection, misuse, the first sale doctrine, and the Digital Millennium Copyright Act (DMCA). Chapters …


Patent Value And Citations: Creative Destruction Or Strategic Disruption?, David S. Abrams, Ufuk Akcigit, Jillian Popadak Nov 2013

Patent Value And Citations: Creative Destruction Or Strategic Disruption?, David S. Abrams, Ufuk Akcigit, Jillian Popadak

All Faculty Scholarship

Prior work suggests that more valuable patents are cited more and this view has become standard in the empirical innovation literature. Using an NPE-derived dataset with patent-specific revenues we find that the relationship of citations to value in fact forms an inverted-U, with fewer citations at the high end of value than in the middle. Since the value of patents is concentrated in those at the high end, this is a challenge to both the empirical literature and the intuition behind it. We attempt to explain this relationship with a simple model of innovation, allowing for both productive and strategic …


Konformity Kills, Singapore Management University May 2013

Konformity Kills, Singapore Management University

Perspectives@SMU

Unconventional Thinking. More crucial now than ever before. According to Dr. Eric J. Romero, the fall of the great brands of the last millennium - Nokia, Kodak, Hewlett Packard and General Motors - are examples of how conventional thinking impedes innovation. Nowadays, it is unconventional leadership and thinking that spur competitive advantage. The importance of creativity has been emphasised in nearly all literature and journal articles published this decade, adds the author of “Compete Outside the Box: The Unconventional Way to Beat the Competition”. "The fact is, the lack of it has brought the corporate behemoths …


Intellectual Property Misuse, Herbert J. Hovenkamp Apr 2013

Intellectual Property Misuse, Herbert J. Hovenkamp

All Faculty Scholarship

This book of CASES AND MATERIALS ON INNOVATION AND COMPETITION POLICY is intended for educational use. The book is free for all to use subject to an open source license agreement. It differs from IP/antitrust casebooks in that it considers numerous sources of competition policy in addition to antitrust, including those that emanate from the intellectual property laws themselves, and also related issues such as the relationship between market structure and innovation, the competitive consequences of regulatory rules governing technology competition such as net neutrality and interconnection, misuse, the first sale doctrine, and the Digital Millennium Copyright Act (DMCA). Chapters …


Competition Policy And The Scope Of Intellectual Property Protection, Herbert J. Hovenkamp Apr 2013

Competition Policy And The Scope Of Intellectual Property Protection, Herbert J. Hovenkamp

All Faculty Scholarship

This book of CASES AND MATERIALS ON INNOVATION AND COMPETITION POLICY is intended for educational use. The book is free for all to use subject to an open source license agreement. It differs from IP/antitrust casebooks in that it considers numerous sources of competition policy in addition to antitrust, including those that emanate from the intellectual property laws themselves, and also related issues such as the relationship between market structure and innovation, the competitive consequences of regulatory rules governing technology competition such as net neutrality and interconnection, misuse, the first sale doctrine, and the Digital Millennium Copyright Act (DMCA). Chapters …


Complementary Products And Processes - The Law Of Tying, Herbert J. Hovenkamp Apr 2013

Complementary Products And Processes - The Law Of Tying, Herbert J. Hovenkamp

All Faculty Scholarship

This book of CASES AND MATERIALS ON INNOVATION AND COMPETITION POLICY is intended for educational use. The book is free for all to use subject to an open source license agreement. It differs from IP/antitrust casebooks in that it considers numerous sources of competition policy in addition to antitrust, including those that emanate from the intellectual property laws themselves, and also related issues such as the relationship between market structure and innovation, the competitive consequences of regulatory rules governing technology competition such as net neutrality and interconnection, misuse, the first sale doctrine, and the Digital Millennium Copyright Act (DMCA). Chapters …


Competition In Information Technologies: Standards-Essential Patents, Non-Practicing Entities And Frand Bidding, Herbert J. Hovenkamp Jan 2013

Competition In Information Technologies: Standards-Essential Patents, Non-Practicing Entities And Frand Bidding, Herbert J. Hovenkamp

All Faculty Scholarship

Standard Setting is omnipresent in networked information technologies. Virtually every cellular phone, computer, digital camera or similar device contains technologies governed by a collaboratively developed standard. If these technologies are to perform competitively, the processes by which standards are developed and implemented must be competitive. In this case attaining competitive results requires a mixture of antitrust and non-antitrust legal tools.

FRAND refers to a firm’s ex ante commitment to make its technology available at a “fair, reasonable and nondiscriminatory royalty.” The FRAND commitment results from bidding to have one’s own technology selected as a standard. Typically the FRAND commitment is …


Coordinating A Supply Chain With A Manufacturer-Owned Online Channel: A Dual Channel Model Under Price Competition, Jennifer K. Ryan, Daewon Sun, Xuying Zhao Jan 2013

Coordinating A Supply Chain With A Manufacturer-Owned Online Channel: A Dual Channel Model Under Price Competition, Jennifer K. Ryan, Daewon Sun, Xuying Zhao

Department of Supply Chain Management and Analytics: Faculty and Staff Publications

We consider a dual channel supply chain in which a manufacturer sells a single product to end-users through both a traditional retail channel and a manufacturer-owned direct online channel. We adopt a commonly used linear demand substitution model in which the mean demand in each channel is a function of the prices in each channel.We model each channel as a news vendor problem, with price and order quantity as decision variables. In addition, the manufacturer must choose the wholesale price to charge to the independent retailer. We analyze the optimal decisions for each channel and prove the existence of a …


Is There A Role For Common Carriage In An Internet-Based World?, Christopher S. Yoo Jan 2013

Is There A Role For Common Carriage In An Internet-Based World?, Christopher S. Yoo

All Faculty Scholarship

During the course of the network neutrality debate, advocates have proposed extending common carriage regulation to broadband Internet access services. Others have endorsed extending common carriage to a wide range of other Internet-based services, including search engines, cloud computing, Apple devices, online maps, and social networks. All too often, however, those who focus exclusively on the Internet era pay too little attention to the lessons of the legacy of regulated industries, which has long struggled to develop a coherent rationale for determining which industries should be subject to common carriage. Of the four rationales for determining the scope of common …


Competition And Innovation In Copyright And The Dmca, Herbert J. Hovenkamp Nov 2012

Competition And Innovation In Copyright And The Dmca, Herbert J. Hovenkamp

All Faculty Scholarship

This book of CASES AND MATERIALS ON INNOVATION AND COMPETITION POLICY is intended for educational use. The book is free for all to use subject to an open source license agreement. It differs from IP/antitrust casebooks in that it considers numerous sources of competition policy in addition to antitrust, including those that emanate from the intellectual property laws themselves, and also related issues such as the relationship between market structure and innovation, the competitive consequences of regulatory rules governing technology competition such as net neutrality and interconnection, misuse, the first sale doctrine, and the Digital Millennium Copyright Act (DMCA). Chapters …