Open Wireless Vs. Licensed Spectrum: Evidence from Market Adoption Yochai Benkler*
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Dsti/Iccp/Tisp(2004)11/Final
Unclassified DSTI/ICCP/TISP(2004)11/FINAL Organisation de Coopération et de Développement Economiques Organisation for Economic Co-operation and Development 20-Apr-2005 ___________________________________________________________________________________________ _____________ English - Or. English DIRECTORATE FOR SCIENCE, TECHNOLOGY AND INDUSTRY COMMITTEE FOR INFORMATION, COMPUTER AND COMMUNICATIONS POLICY Unclassified DSTI/ICCP/TISP(2004)11/FINAL Working Party on Telecommunication and Information Services Policies SECONDARY MARKETS FOR SPECTRUM: POLICY ISSUES English - Or. English JT00182737 Document complet disponible sur OLIS dans son format d'origine Complete document available on OLIS in its original format DSTI/ICCP/TISP(2004)11/FINAL FOREWORD This report was discussed by the Working Party on Telecommunication and Information Services Policies at its meeting on 29-30 November 2004. The Working Party recommended the declassification of the report to the ICCP Committee which agreed to this at its meeting in March 2005. The paper was prepared by Professor Patrick Xavier, Swinburne University of Technology, Melbourne, Australia. It is published under the responsibility of the Secretary-General. Copyright OECD, 2005 Applications for permission to reproduce or translate all or part of this material should be made to: Head of Publications Service, OECD, 2 rue André-Pascal, 75775 Paris Cedex 16, France 2 DSTI/ICCP/TISP(2004)11/FINAL TABLE OF CONTENTS MAINPOINTS............................................................................................................................................... -
The Evolution of U.S. Spectrum Values Over Time
The Evolution of U.S. Spectrum Values Over Time Michelle Connolly, Department of Economics, Duke University Nelson Sa, Department of Economics, Brandeis University Azeem Zaman, Department of Statistics, Harvard University Chris Roark, Department of Economics, University of Chicago Akshaya Trivedi, Trinity College, Duke University, Class of 2018 Working Paper Series 2018 | 121 Evolution of spectrum values 1 The Evolution of U.S. Spectrum Values Over Time Michelle Connolly1, Nelson Sá2, Azeem Zaman3, Chris Roark4, and Akshaya Trivedi5 February 13, 2018 Abstract We consider 1997 to 2015 data from FCC spectrum auctions related to cellular services to attempt to identify intrinsic spectrum values. Relative to previous literature, we control for license specific auction rules, and introduce measures to separate out technological progress that effectively reduces spectrum scarcity from progress that increases demand. Results confirm that technological changes have led to increases in the relative value of higher frequencies. Surprisingly, 47 percent of these licenses have been won by “small” bidders, representing 27 percent of the real value of these licenses. The use of bidding credits further appears to consistently reduce auction competition. Keywords: Spectrum, Spectrum Scarcity, Auctions, FCC, Auction Rules, Mobile Applications, Spectral Efficiency, Broadband Speeds, Closed Auctions, Small Bidders, “The Google Effect” JEL Codes: L5, O3, K2 1 Corresponding author: Michelle Connolly, [email protected], 213 Social Sciences, Box 90097, Department of Economics, Duke University, Durham, NC 27708. 2 Department of Economics, Brandeis University. 3 Department of Statistics, Harvard University. 4 Department of Economics, University of Chicago. 5 Trinity College, Duke University Class of 2018. We gratefully acknowledge the support of NSF grant 1314468. -
Putting Auction Theory to Work
Putting Auction Theory to Work Paul Milgrom With a Foreword by Evan Kwerel © 2003 “In Paul Milgrom's hands, auction theory has become the great culmination of game theory and economics of information. Here elegant mathematics meets practical applications and yields deep insights into the general theory of markets. Milgrom's book will be the definitive reference in auction theory for decades to come.” —Roger Myerson, W.C.Norby Professor of Economics, University of Chicago “Market design is one of the most exciting developments in contemporary economics and game theory, and who can resist a master class from one of the giants of the field?” —Alvin Roth, George Gund Professor of Economics and Business, Harvard University “Paul Milgrom has had an enormous influence on the most important recent application of auction theory for the same reason you will want to read this book – clarity of thought and expression.” —Evan Kwerel, Federal Communications Commission, from the Foreword For Robert Wilson Foreword to Putting Auction Theory to Work Paul Milgrom has had an enormous influence on the most important recent application of auction theory for the same reason you will want to read this book – clarity of thought and expression. In August 1993, President Clinton signed legislation granting the Federal Communications Commission the authority to auction spectrum licenses and requiring it to begin the first auction within a year. With no prior auction experience and a tight deadline, the normal bureaucratic behavior would have been to adopt a “tried and true” auction design. But in 1993 there was no tried and true method appropriate for the circumstances – multiple licenses with potentially highly interdependent values. -
Collusion and Equilibrium Selection in Auctions∗
Collusion and equilibrium selection in auctions∗ By Anthony M. Kwasnica† and Katerina Sherstyuk‡ Abstract We study bidder collusion and test the power of payoff dominance as an equi- librium selection principle in experimental multi-object ascending auctions. In these institutions low-price collusive equilibria exist along with competitive payoff-inferior equilibria. Achieving payoff-superior collusive outcomes requires complex strategies that, depending on the environment, may involve signaling, market splitting, and bid rotation. We provide the first systematic evidence of successful bidder collusion in such complex environments without communication. The results demonstrate that in repeated settings bidders are often able to coordinate on payoff superior outcomes, with the choice of collusive strategies varying systematically with the environment. Key words: multi-object auctions; experiments; multiple equilibria; coordination; tacit collusion 1 Introduction Auctions for timber, automobiles, oil drilling rights, and spectrum bandwidth are just a few examples of markets where multiple heterogeneous lots are offered for sale simultane- ously. In multi-object ascending auctions, the applied issue of collusion and the theoretical issue of equilibrium selection are closely linked. In these auctions, bidders can profit by splitting the markets. By acting as local monopsonists for a disjoint subset of the objects, the bidders lower the price they must pay. As opposed to the sealed bid auction, the ascending auction format provides bidders with the -
Auction Design and Tacit Collusion in FCC Spectrum Auctions
Auction Design and Tacit Collusion in FCC Spectrum Auctions Patrick Bajari and Jungwon Yeo October 19, 2008 Abstract The Federal Communications Commission (FCC) has used auctions to award spectrum since 1994. During this time period, the FCC has experimented with a variety of auctions rules including click box bidding and anonymous bidding. These rule changes make the actions of bidders less visible during the auction and also limit the set of bids which can be submitted by a bidder during a particular round. Economic theory suggests that tacit collusion may be more di¢ cult as a result. We examine this proposition using data from 4 auctions: the PCS C Block, Auction 35, the Advanced Wireless Service auction and the 700 Mhz auction. We examine the frequency of jump bids, retaliatory bids and straightforward bids across these auctions. While this simple descriptive exercise has a number of limitations, the data suggests that these rule changes did limit …rms ability to tacitly collude. Bajari: Univeristy of Minnesota and NBER, Yeo: Univeristy of Minnesota. Bajari would like to thank the National Science Foundation for generous research support. 1 1 Introduction Starting in 1994, the Federal Communications Commission (FCC) has used auctions to award spectrum. Prior to this time, the FCC used administrative hearings or lotteries to award licenses. Economic theory suggests that auctions should have a number of advantages over these earlier mechanisms. First, in many auction models, game theory predicts that the bidder which values the item most highly will win the auction. Therefore, the auction results in an e¢ cient allocation. -
Comments on the Above-Noted Consultation
Rogers Communications Inc. 333 Bloor Street East Toronto, Ontario M4W 1G9 Tel. (416) 935-7211 Fax (416) 935-7719 [email protected] Dawn Hunt Vice-President Regulatory July 15, 2009 Director, Spectrum Management Operations Radiocommunications and Broadcasting Regulatory Branch Industry Canada 300 Slater Street Ottawa ON K1A 0C8 Sent via email: [email protected] Re: Canada Gazette, Part I, April 11, 2009, Gazette Notice No. DGRB-001-09, Consultation on the Revisions to the Framework for Spectrum Auctions in Canada Rogers Communications Inc. (Rogers) appreciates the opportunity to provide reply comments on the above-noted consultation. The documents are being sent in Adobe Acrobat Professional Version 8.0. Operating System: Microsoft Windows XP. Yours very truly, Dawn Hunt Attach. WIRELESS DIGITAL CABLE INTERNET HOME PHONE VIDEO PUBLISHING BROADCASTING Reply Comments of Rogers Communications Inc. (Rogers) Canada Gazette Notice No. DGRB-001-09 Consultation on Revisions to the Framework for Spectrum Auctions in Canada Published in the Canada Gazette, Part I April 11, 2009 July 15, 2009 Rogers Communications Inc DGRB-001-09 July 15, 2009 Executive Summary Rogers Communications Inc. (“Rogers) provides the following reply to the submissions filed by other parties in response to Industry Canada’s Consultation on Revisions to the Framework for Spectrum Auctions in Canada (the “Consultation Paper”). In the Consultation Paper, the Department invited comments about spectrum management in Canada, including the use of auction types other than simultaneous multiple-round ascending (SMRA), the renewal of long-term licences, the research and development (R&D) condition of licence, and Tier areas for spectrum licensing. -
TOWARD a DIGITAL FUTURES FOUNDATION a Concept Note
April 2021 HOW TO CLOSE AMERICA'S DIGITAL EQUITY GAPS: TOWARD A DIGITAL FUTURES FOUNDATION A Concept Note Michael A. Calabrese & Lester M. Salamon A joint product of the Open Technology Institute at New America and the PtP Project PHILANTHROPICATION thru PRIVATIZATION PROJECT Calabrese and Salamon • How to Close America’s Digital Equity Gaps: Toward a Digital Futures Foundation • Page i Suggested Citation: Michael Calabrese and Lester M. Salamon, “How to Close America’s Digital Equity Gaps: Toward a Digital Futures Foundation,” A Concept Note. (Baltimore, MD: Johns Hopkins Center for Civil Society Studies and Washington, DC: New America, April 2021). Opinions expressed herein are solely the responsibility of the authors and may not necessarily be shared by New America, Johns Hopkins University, East-West Management Institute, or any other institutions with which the authors are associated, or that have supported their work. © Lester M. Salamon and Michael A. Calabrese, 2021 This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. Cover image adapted from rawpixel.com/Freepik Calabrese and Salamon • How to Close America’s Digital Equity Gaps: Toward a Digital Futures Foundation • Page ii TABLE OF CONTENTS INTRODUCTION 1 PART I 4 What is spectrum…and who owns it? PART II What is driving massive escalations 6 in the value of spectrum globally? PART III U.S. precedents for using proceeds from 8 the privatization of government assets PART IV The case for a private Digital Futures Foundation 11 financed by spectrum auction proceeds CONCLUSION 22 References 23 About the authors 25 bit.ly/PtP-Spectrum-Concept-Note Calabrese and Salamon • How to Close America’s Digital Equity Gaps: Toward a Digital Futures Foundation • Page 1 INTRODUCTION America’s digital ecosystem suffers from a serious set of imbalances. -
Spectrum Auctions from the Perspective of Matching
Spectrum Auctions from the Perspective of Matching Paul Milgrom and Andrew Vogt May 5, 2021 1 Introduction In July 1994, the United States Federal Communications Commission (FCC) conducted the first economist-designed auction for radio spectrum licenses. In the years since, governments worldwide have come to rely on auction mecha- nisms to allocate { and reallocate { rights to use electromagnetic frequencies. Over the same period, novel uses for spectrum have dramatically increased both the demand for licenses and auction prices, drawing continued attention to the nuances of spectrum markets and driving the development of spectrum auction design. In August 2017, the FCC completed the Broadcast Incentive Auction, a two-sided repurposing of an endogenously-determined quantity of spectrum that ranks among the most complex feats of economic engineering ever under- taken. The next generations of mobile telecommunications are poised to extend this growth, and to demand further innovation in the markets and algorithms that are used to assign spectrum licenses. What does all of this have to do with matching theory? Spectrum auctions differ from canonical matching problems in meaningful ways. Market designers often emphasize that a key element of matching markets is the presence of preferences on both sides of the market. In a marriage, for example, it is not enough that you choose your spouse; your spouse must also choose you. This two-sided choice structure applies also to matches between students and schools and between firms and workers, but not to matches between telecommunications companies and radio spectrum licenses. It is a different matching element that is often critically important in ra- dio spectrum auctions. -
Award of Available Spectrum: 2500-2690 Mhz, 2010-2025 Mhz and 2290-2300 Mhz
Award of available spectrum: 2500-2690 MHz, 2010-2025 MHz and 2290-2300 MHz Summary We briefly summarise the main points in our response to this consultation: Vodafone supports Ofcom’s decision to authorise use of the spectrum bands 2500- 2690 MHz, 2010-2025 MHz and 2290-2300 MHz. However, we believe that before this occurs Ofcom should resolve the uncertainty about 2G liberalisation and see no reason why this should frustrate Ofcom’s timetable. Failure to address this issue risks distorting the outcome of the auction. Vodafone has been a long-standing supporter of Ofcom’s generic licence conditions (technology neutrality, tradability, conditions of tenure and absence of roll-out conditions). Vodafone urges Ofcom to consider putting the licence terms for existing mobile licences (at 900 MHz, 1800 MHz and 2.1 GHz) on an equal footing with the successful bidders in the expansion band auction. Vodafone appreciates Ofcom’s desire to design an efficient (and as simple as possible) auction. However, we believe that the proposed auction contains some restrictions on the flexibility of bidding behaviour and pricing which seem to be unnecessary: • The auction design pre-supposes that that the relative preference of bidders between different frequencies within the 2.6GHz band is small relative to the overall price. However, if some bidders have very different valuations for alternative parts of the spectrum (and we believe that this may be the case because interference conditions will differ across the band and may be severe in particular parts of the band) then the auction scheme proposed may mean that spectrum is not allocated to the bidders that value it the most. -
CS364A: Algorithmic Game Theory Lecture #8: Combinatorial and Wireless Spectrum Auctions∗
CS364A: Algorithmic Game Theory Lecture #8: Combinatorial and Wireless Spectrum Auctions∗ Tim Roughgardeny October 16, 2013 1 Selling Items Separately Recall that a combinatorial auction has n bidders and m non-identical items, with bidder i having a private valuation vi(S) for every bundle S ⊆ M of items. Asking each bidder to report 2m bids is absurd unless m is very small. Thus, for the first time in the course, we have no choice but to design and analyze indirect mechanisms, and especially iterative mechanisms that query bidders for relevant valuation information on a \need-to-know" basis. This entails relaxing both the DSIC guarantee and full welfare maximization | we will miss these properties, but have no alternative. What other mechanisms can we try? Given that we need to sell multiple items, and don't want to elicit valuations for every bundle, the simplest mechanisms to try are those that sell the items separately, using some type of single-item auction for each. We could certainly implement such an auction if desired | all we need is one bid per bidder per item, which is arguably the minimum imaginable. We'll pin down the precise auction format shortly, but first we should ask a more basic question: could selling items separately conceivably work, even in principle? There is lots of beautiful and clarifying theory on this question, some of which we'll cover later. For now we summarize the main take-aways from this theory. There is a fundamental dichotomy between combinatorial auctions in which items are substitutes, and those in which items are complements | with the former being far easier, in theory and in practice, than the latter. -
Spectrum Policy in Emerging Markets
Moving the debate forward The Policy Paper Series • Number 15 Spectrum policy in emerging markets 1 This paper can be seen online at www.vodafone.com/publicpolicyseries Published by Vodafone Group Plc, August 2014 Copyright ©2014 Vodafone Group Plc 2 The Policy Paper Series Number 15 Welcome From Vittorio Colao Chief Executive, Vodafone Group Plc Welcome to the latest publication in Vodafone’s long-running series of Policy Papers. Our aim is to provide a platform for leading experts to express their views on issues that are important to us at Vodafone. One such issue is the significant positive impact of mobile communications around the world in terms of economic development and social benefit. Spectrum policy is central to determining the magnitude of these effects and the aim of this report is to further a debate that is critical to realising the potential of mobile in emerging markets. The opinions expressed are not ours, but those of independent experts whose views we respect even if we do not always agree with them. I believe these studies will be of interest to anyone concerned with the development of good public policy and I hope you enjoy reading them. Contents Introduction 1 Executive summary 3 Contributors’ biographies Expert Views 5 New issues in spectrum policy 23 A tale of two countries: spectrum policy outcomes Diane Coyle and Howard Williams in China and India compared Dan Lloyd with research by Meiqin Fang 13 Consequences of new spectrum assignment of K-Island Consulting approaches for growth and jobs Phillipa Marks, Yi -
Pantelis Koutroumpis and Martin Cave Auction Design and Auction Outcomes
Pantelis Koutroumpis and Martin Cave Auction design and auction outcomes Article (Published version) (Refereed) Original citation: Koutroumpis, Pantelis and Cave, Martin (2018) Auction design and auction outcomes. Journal of Regulatory Economics, 53 (3). pp. 275-297. ISSN 0922-680X DOI: 10.1007/s11149-018-9358-x © 2018 The Author(s) CC BY 4.0 This version available at: http://eprints.lse.ac.uk/88371/ Available in LSE Research Online: June 2018 LSE has developed LSE Research Online so that users may access research output of the School. Copyright © and Moral Rights for the papers on this site are retained by the individual authors and/or other copyright owners. Users may download and/or print one copy of any article(s) in LSE Research Online to facilitate their private study or for non-commercial research. You may not engage in further distribution of the material or use it for any profit-making activities or any commercial gain. You may freely distribute the URL (http://eprints.lse.ac.uk) of the LSE Research Online website. J Regul Econ (2018) 53:275–297 https://doi.org/10.1007/s11149-018-9358-x ORIGINAL ARTICLE Auction design and auction outcomes Pantelis Koutroumpis1 · Martin Cave2 Published online: 30 May 2018 © The Author(s) 2018 Abstract We study the impact of spectrum auction design on the prices paid by telecommunications operators for two decades across 85 countries. Our empirical strategy combines information about competition in the local market, the level of adoption and a wide range of socio-economic indicators and process specific vari- ables. Using a micro dataset of almost every mobile spectrum auction performed so far—both regional and national—we show that auction design affects final prices paid.