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Marshall meets Bartik: Revisiting the mysteries of the trade

Author

Listed:
  • Yasusada Murata

    (College of Economics, Nihon University)

  • Ryo Nakajima

    (Department of Economics, Keio University)

Abstract

We identify a causal effect of top inventor inflows on patent productivity of local inventors by combining the idea-generating process described by Marshall (1890) with the Bartik (1991) instruments involving state taxes and commuting zone characteristics of the United States. We find that the local productivity gains go beyond organizational boundaries and co-inventor relationships, which implies the partially nonexcludable good nature of knowledge in a spatial economy and pertains to the mysteries of the trade in the air. Our counterfactual experiment suggests that the spatial distribution of inventive activity is substantially distorted by the presence of heterogeneity in state taxes.

Suggested Citation

  • Yasusada Murata & Ryo Nakajima, 2023. "Marshall meets Bartik: Revisiting the mysteries of the trade," Keio-IES Discussion Paper Series 2023-015, Institute for Economics Studies, Keio University.
  • Handle: RePEc:keo:dpaper:2023-015
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    References listed on IDEAS

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    1. I. P. L. Png, 2017. "Secrecy and Patents: Theory and Evidence from the Uniform Trade Secrets Act," Strategy Science, INFORMS, vol. 2(3), pages 176-193, September.
    2. Yasusada Murata & Ryo Nakajima & Ryosuke Okamoto & Ryuichi Tamura, 2014. "Localized Knowledge Spillovers and Patent Citations: A Distance-Based Approach," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 967-985, December.
    3. Chernozhukov, Victor & Hansen, Christian, 2008. "The reduced form: A simple approach to inference with weak instruments," Economics Letters, Elsevier, vol. 100(1), pages 68-71, July.
    4. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    5. Jorge De La Roca & Diego Puga, 2017. "Learning by Working in Big Cities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 106-142.
    6. Henrik Kleven & Camille Landais & Mathilde Muñoz & Stefanie Stantcheva, 2020. "Taxation and Migration: Evidence and Policy Implications," Journal of Economic Perspectives, American Economic Association, vol. 34(2), pages 119-142, Spring.
    7. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    8. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    9. I. P. L. Png, 2017. "Law and Innovation: Evidence from State Trade Secrets Laws," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 167-179, March.
    10. Jan K. Brueckner, 2003. "Strategic Interaction Among Governments: An Overview of Empirical Studies," International Regional Science Review, , vol. 26(2), pages 175-188, April.
    11. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    12. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    13. Isaiah Andrews & James H. Stock & Liyang Sun, 2019. "Weak Instruments in Instrumental Variables Regression: Theory and Practice," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 727-753, August.
    14. Zacchia, Paolo, 2018. "Benefiting colleagues but not the city: Localized effects from the relocation of superstar inventors," Research Policy, Elsevier, vol. 47(5), pages 992-1005.
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    More about this item

    Keywords

    knowledge spillovers; knowledge sharing; Bartik instruments; mysteries of the trade; idea-generating process;
    All these keywords.

    JEL classification:

    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation

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