The Evolution of U.S. Spectrum Values Over Time

48 Pages Posted: 7 Mar 2017 Last revised: 12 Feb 2018

Michelle P. Connolly

Duke University - Department of Economics

Nelson Sá

Brandeis University - Department of Economics

Azeem Zaman

Harvard University, Department of Statistics, Students

Christopher Roark

University of Chicago - Department of Economics; Duke University, Department of Economics, Students

Akshaya Trivedi

Unaffiliated Authors - Independent

Multiple version iconThere are 2 versions of this paper

Date Written: February 12, 2018

Abstract

Using data on all FCC auctions of spectrum related to cellular services from 1997 to 2015 we attempt to identify intrinsic spectrum values from winning auction bids. Our analysis includes 15 auctions and close to 7,200 observations. We add two components to previous literature on this topic. First, we control for license and block specific auction rules. Second, we introduce two technological measures to separate out technological progress that effectively reduces spectrum scarcity from technological progress that increases demand for mobile applications. Previous papers have included simple time trends to reflect technological changes. Time trends are unable to distinguish across markets within the United States and conflate the effects of these two types of technological progress. Our results confirm previous theoretical and empirical findings for basic measures of demand such as population, population density, income levels, frequency levels, bandwidth and paired bands. We were surprised that 47 percent of all cellular licenses since 1997 have been won by small bidders: 42 percent were won using small bidder credits, 5 percent were won in set-aside/closed licenses, and 10 percent were won in closed licenses using bidding credits. Adjusting for the value of these licenses, this represents 27 percent of the real dollar value of these licenses. Our results further quantify the negative impact on headline winning bids when won using bidding credits. Increased spectral efficiency appears to be reducing spectrum scarcity as evidenced by its lowering of winning bids. Additionally, auction results confirm that the relative value of higher frequency spectrum is increasing over time.

Keywords: Spectrum, Spectrum Scarcity, Auctions, FCC, Auction Rules, Mobile Applications, Spectral Efficiency, Broadband Speeds, Closed Auctions, Small Bidders, Bid Shaving, The Google Effect

JEL Classification: L5, O3, K2

Suggested Citation

Connolly, Michelle P. and Sá, Nelson and Zaman, Azeem and Roark, Christopher and Trivedi, Akshaya, The Evolution of U.S. Spectrum Values Over Time (February 12, 2018). Economic Research Initiatives at Duke (ERID) Working Paper. Available at SSRN: https://ssrn.com/abstract=2928332 or http://dx.doi.org/10.2139/ssrn.2928332

Michelle P. Connolly (Contact Author)

Duke University - Department of Economics ( email )

213 Social Sciences Building
Box 90097
Durham, NC 27708-0204
United States
919-660-1819 (Phone)
919-684-8974 (Fax)

Nelson Sá

Brandeis University - Department of Economics ( email )

Waltham, MA 02454
United States

Azeem Zaman

Harvard University, Department of Statistics, Students ( email )

Cambridge, MA
United States

Christopher Roark

University of Chicago - Department of Economics ( email )

1126 East 59th Street
Chicago, IL 60637
United States

Duke University, Department of Economics, Students ( email )

Durham, NC
United States

Akshaya Trivedi

Unaffiliated Authors - Independent ( email )

No Address Available

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