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Specialization in a Knowledge Economy

Author

Listed:
  • Yueyuan Ma

Abstract

Using firm-level data from the US Census Longitudinal Business Database (LBD), this paper exhibits novel evidence about a wave of specialization experienced by US firms in the 1980s and 1990s. Specifically: (i) Firms, especially innovating ones, decreased production scope, i.e., the number of industries in which they produce. (ii) Innovation and production separated, with small firms specializing in innovation and large firms in production. Higher patent trading efficiency and stronger patent protection are proposed to explain these phenomena. An endogenous growth model is developed with potential mismatches between innovation and production. Calibrating the model suggests that increased trading efficiency and better patent protection can explain 20% of the observed production scope decrease and 108% of the innovation and production separation. They result in a 0.64 percent point increase in the annual economic growth rate. Empirical analyses provide evidence of causality from pro-patent reforms in the 1980s to the two specialization patterns.

Suggested Citation

  • Yueyuan Ma, 2025. "Specialization in a Knowledge Economy," Working Papers 25-77, Center for Economic Studies, U.S. Census Bureau.
    • Handle: RePEc:cen:wpaper:25-77
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    File URL: https://www2.census.gov/library/working-papers/2025/adrm/ces/CES-WP-25-77.pdf
    File Function: First version, 2025
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    References listed on IDEAS

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    1. Arnaud Costinot & Lindsay Oldenski & James Rauch, 2011. "Adaptation and the Boundary of Multinational Firms," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 298-308, February.
    2. Philippe Aghion & Antonin Bergeaud & Timo Boppart & Peter J Klenow & Huiyu Li, 2023. "A Theory of Falling Growth and Rising Rents," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(6), pages 2675-2702.
    3. Nicholas Bloom & Charles I. Jones & John Van Reenen & Michael Webb, 2020. "Are Ideas Getting Harder to Find?," American Economic Review, American Economic Association, vol. 110(4), pages 1104-1144, April.
    4. Andrew Atkeson & Ariel Burstein, 2019. "Aggregate Implications of Innovation Policy," Journal of Political Economy, University of Chicago Press, vol. 127(6), pages 2625-2683.
    5. Ufuk Akcigit & Murat Alp Celik & Jeremy Greenwood, 2016. "Buy, Keep, or Sell: Economic Growth and the Market for Ideas," Econometrica, Econometric Society, vol. 84, pages 943-984, May.
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    More about this item

    Keywords

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    JEL classification:

    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital

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