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Measuring incumbent ISP response to municipal broadband opt-out referenda in Colorado

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  • Landgraf, Steven W.

Abstract

This paper examines how the quality of Internet service from existing providers is affected when voters in Colorado approve referenda eliminating a barrier to their local governments providing broadband service. Using a difference-in-differences framework, the research design exploits variation in the timing of a community’s approval of a referendum in order to examine whether incumbent private providers adjust their speed offerings in response to the signal that public entry is more likely. Faster upgrades could suggest that incumbents do so to deter public entry or that potential competition is quality-enhancing. Slower upgrades could suggest that public entry threats deter investment in quality. I find no evidence that cable providers’ upgrading behavior responds to the passage of a referendum. However, after a municipality passes a referendum, the largest DSL provider in the state offers speeds in that local area 11%–26% lower than what they would have been otherwise. I find weak evidence that small-time DSL providers substantially upgrade speeds after a referendum passes. Analyses of a referendum’s effect on subscription rates are inconclusive.

Suggested Citation

  • Landgraf, Steven W., 2023. "Measuring incumbent ISP response to municipal broadband opt-out referenda in Colorado," Telecommunications Policy, Elsevier, vol. 47(10).
  • Handle: RePEc:eee:telpol:v:47:y:2023:i:10:s0308596123001829
    DOI: 10.1016/j.telpol.2023.102671
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    1. Scott Savage & Michael Wirth, 2005. "Price, Programming and Potential Competition in US Cable Television Markets," Journal of Regulatory Economics, Springer, vol. 27(1), pages 25-46, September.
    2. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    3. Steven Tenn & Brett W. Wendling, 2014. "Entry Threats and Pricing in the Generic Drug Industry," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 214-228, May.
    4. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    5. Katz, Michael L., 2013. "Provider competition and healthcare quality: More bang for the buck?," International Journal of Industrial Organization, Elsevier, vol. 31(5), pages 612-625.
    6. Xiao, Mo & Orazem, Peter F., 2011. "Does the fourth entrant make any difference?: Entry and competition in the early U.S. broadband market," International Journal of Industrial Organization, Elsevier, vol. 29(5), pages 547-561, September.
    7. Kyle Wilson & Mo Xiao & Peter F. Orazem, 2021. "Entry threat, entry delay, and Internet speed: The timing of the U.S. broadband rollout," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 30(1), pages 3-44, February.
    8. Sutirtha Bagchi & Jagadeesh Sivadasan, 2017. "Barriers to Entry and Competitive Behavior: Evidence from Reforms of Cable Franchising Regulations," Journal of Industrial Economics, Wiley Blackwell, vol. 65(3), pages 510-558, September.
    9. Martin Gaynor, "undated". "What Do We Know About Competition and Quality in Health Care Markets?," GSIA Working Papers 2006-E62, Carnegie Mellon University, Tepper School of Business.
    10. Ford, George S., 2007. "Does a municipal electric's supply of communications crowd out private communications investment? An empirical study," Energy Economics, Elsevier, vol. 29(3), pages 467-478, May.
    11. Mats A. Bergman & Niklas Rudholm, 2003. "The Relative Importance of Actual and Potential Competition: Empirical Evidence From the Pharmaceuticals Market," Journal of Industrial Economics, Wiley Blackwell, vol. 51(4), pages 455-467, December.
    12. Yoo, Christopher S. & Lambert, Jesse & Pfenninger, Timothy P., 2022. "Municipal fiber in the United States: A financial assessment," Telecommunications Policy, Elsevier, vol. 46(5).
    13. Yongmin Chen & Scott J Savage, 2011. "The Effects of Competition on the Price for Cable Modem Internet Access," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 201-217, February.
    14. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    15. Bresnahan, Timothy F & Reiss, Peter C, 1991. "Entry and Competition in Concentrated Markets," Journal of Political Economy, University of Chicago Press, vol. 99(5), pages 977-1009, October.
    16. Jeffrey T. Prince & Daniel H. Simon, 2017. "The Impact of Mergers on Quality Provision: Evidence from the Airline Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 65(2), pages 336-362, June.
    17. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    18. Kyle Butts & John Gardner, 2021. "{did2s}: Two-Stage Difference-in-Differences," Papers 2109.05913, arXiv.org, revised May 2022.
    19. Landgraf, Steven W., 2020. "Entry threats from municipal broadband Internet and impacts on private provider quality," Information Economics and Policy, Elsevier, vol. 52(C).
    20. Hauge, Janice A. & Jamison, Mark A. & Gentry, Richard J., 2008. "Bureaucrats as entrepreneurs: Do municipal telecommunications providers hinder private entrepreneurs," Information Economics and Policy, Elsevier, vol. 20(1), pages 89-102, March.
    21. Jeffrey T. Prince & Daniel H. Simon, 2015. "Do Incumbents Improve Service Quality in Response to Entry? Evidence from Airlines' On-Time Performance," Management Science, INFORMS, vol. 61(2), pages 372-390, February.
    22. Jamein Cunningham & Andrew Goodman-Bacon, 2025. "Changes in Family Structure and Welfare Participation since the 1960s: The Role of Legal Services," American Economic Journal: Applied Economics, American Economic Association, vol. 17(1), pages 369-401, January.
    23. Janice Hauge & Mark Jamison & R. Jewell, 2009. "A Consideration of Telecommunications Market Structure in the Presence of Municipal Provision: The Case of US Cities," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 34(2), pages 135-152, March.
    24. Robert C. Seamans, 2012. "Fighting City Hall: Entry Deterrence and Technology Upgrades in Cable TV Markets," Management Science, INFORMS, vol. 58(3), pages 461-475, March.
    25. Gabor Molnar & Scott J. Savage, 2017. "Market Structure and Broadband Internet Quality," Journal of Industrial Economics, Wiley Blackwell, vol. 65(1), pages 73-104, March.
    26. Glenn Ellison & Sara Fisher Ellison, 2011. "Strategic Entry Deterrence and the Behavior of Pharmaceutical Incumbents Prior to Patent Expiration," American Economic Journal: Microeconomics, American Economic Association, vol. 3(1), pages 1-36, February.
    27. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    28. Austan Goolsbee & Chad Syverson, 2008. "How Do Incumbents Respond to the Threat of Entry? Evidence from the Major Airlines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(4), pages 1611-1633.
    29. George W. Zuo, 2021. "Wired and Hired: Employment Effects of Subsidized Broadband Internet for Low-Income Americans," American Economic Journal: Economic Policy, American Economic Association, vol. 13(3), pages 447-482, August.
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    JEL classification:

    • H44 - Public Economics - - Publicly Provided Goods - - - Publicly Provided Goods: Mixed Markets
    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • L50 - Industrial Organization - - Regulation and Industrial Policy - - - General
    • L96 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Telecommunications

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