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Industry Shakeouts after an Innovation Breakthrough

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  • Xiaoyang Li

Abstract

Conventional wisdom suggests that after a technological breakthrough, the number of active firms first surges, and then sharply declines, in what is known as a “shakeout”. This paper challenges that notion with new empirical evidence from across the U.S. economy, revealing that shakeouts are the exception, not the rule. I develop a statistical strategy to detect breakthroughs by isolating sustained anomalies in net firm entry rates, offering a robust alternative to narrative-driven approaches that can be applied to all industries. The results of this strategy, which reliably align with well-documented breakthroughs and remain consistent across various validation tests, uncover a novel trend: the number of entry-driven breakthroughs has been declining over time. The variability and frequent absence of shakeouts across breakthrough industries are consistent with breakthroughs primarily occurring in industries with low returns to scale and with modest learning curves, shifting the narrative on the nature of innovation over the past forty years in the U.S.

Suggested Citation

  • Xiaoyang Li, 2024. "Industry Shakeouts after an Innovation Breakthrough," Working Papers 24-70, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:wpaper:24-70
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    File URL: https://www2.census.gov/library/working-papers/2024/adrm/ces/CES-WP-24-70.pdf
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    References listed on IDEAS

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    1. Aakash Kalyani & Nicholas Bloom & Marcela Carvalho & Tarek Alexander Hassan & Josh Lerner & Ahmed Tahoun, 2021. "The Diffusion of New Technologies," NBER Working Papers 28999, National Bureau of Economic Research, Inc.
    2. Patrick J. Kehoe & Andrew Atkeson, 1999. "Models of Energy Use: Putty-Putty versus Putty-Clay," American Economic Review, American Economic Association, vol. 89(4), pages 1028-1043, September.
    3. Horvath, Michael & Schivardi, Fabiano & Woywode, Michael, 2001. "On industry life-cycles: delay, entry, and shakeout in beer brewing," International Journal of Industrial Organization, Elsevier, vol. 19(7), pages 1023-1052, July.
    4. Zhu Wang, 2008. "Income Distribution, Market Size and the Evolution of Industry," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(3), pages 542-565, July.
    5. Gort, Michael & Klepper, Steven, 1982. "Time Paths in the Diffusion of Product Innovations," Economic Journal, Royal Economic Society, vol. 92(367), pages 630-653, September.
    6. Ufuk Akcigit & Sina T. Ates, 2021. "Ten Facts on Declining Business Dynamism and Lessons from Endogenous Growth Theory," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(1), pages 257-298, January.
    7. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2000. "Protecting Their Intellectual Assets: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (or Not)," NBER Working Papers 7552, National Bureau of Economic Research, Inc.
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