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Lockdowns and Innovation: Evidence from the 1918 Flu Pandemic

Author

Listed:
  • Enrico Berkes
  • Olivier Deschenes
  • Ruben Gaetani
  • Jeffrey Lin
  • Christopher Severen

Abstract

Does social distancing harm innovation? We estimate the effect of non-pharmaceutical interventions (NPIs)—policies that restrict interactions in an attempt to slow the spread of disease—on local invention. We construct a panel of issued patents and NPIs adopted by 50 large US cities during the 1918 flu pandemic. Difference-in-differences estimates show that cities adopting longer NPIs did not experience a decline in patenting during the pandemic relative to short-NPI cities, and recorded higher patenting afterward. Rather than reduce local invention by restricting localized knowledge spillovers, NPIs adopted during the pandemic may have better preserved other inventive factors.

Suggested Citation

  • Enrico Berkes & Olivier Deschenes & Ruben Gaetani & Jeffrey Lin & Christopher Severen, 2020. "Lockdowns and Innovation: Evidence from the 1918 Flu Pandemic," NBER Working Papers 28152, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:28152
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    1. Card, David & Krueger, Alan B, 1994. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania," American Economic Review, American Economic Association, vol. 84(4), pages 772-793, 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. Clay, Karen & Lewis, Joshua & Severnini, Edson, 2018. "Pollution, Infectious Disease, and Mortality: Evidence from the 1918 Spanish Influenza Pandemic," The Journal of Economic History, Cambridge University Press, vol. 78(4), pages 1179-1209, December.
    4. Howard Bodenhorn, 2020. "Business in a Time of Spanish Influenza," NBER Working Papers 27495, National Bureau of Economic Research, Inc.
    5. 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.
    6. 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.
    7. Andrews, Michael J. & Whalley, Alexander, 2022. "150 years of the geography of innovation," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    8. repec:zbw:bofrdp:2015_027 is not listed on IDEAS
    9. Glaeser, Edward L., 1999. "Learning in Cities," Journal of Urban Economics, Elsevier, vol. 46(2), pages 254-277, September.
    10. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    11. Ina Ganguli & Jeffrey Lin & Nicholas Reynolds, 2020. "The Paper Trail of Knowledge Spillovers: Evidence from Patent Interferences," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 278-302, April.
    12. Nanda, Ramana & Nicholas, Tom, 2014. "Did bank distress stifle innovation during the Great Depression?," Journal of Financial Economics, Elsevier, vol. 114(2), pages 273-292.
    13. Mikko Packalen & Jay Bhattacharya, 2015. "Cities and Ideas," NBER Working Papers 20921, National Bureau of Economic Research, Inc.
    14. Ran Abramitzky & Leah Boustan, 2017. "Immigration in American Economic History," Journal of Economic Literature, American Economic Association, vol. 55(4), pages 1311-1345, December.
    15. Carlino, Gerald A. & Chatterjee, Satyajit & Hunt, Robert M., 2007. "Urban density and the rate of invention," Journal of Urban Economics, Elsevier, vol. 61(3), pages 389-419, May.
    16. Enrico Berkes & Ruben Gaetani, 2021. "The Geography of Unconventional Innovation," The Economic Journal, Royal Economic Society, vol. 131(636), pages 1466-1514.
    17. Ajay Agrawal & Alberto Galasso & Alexander Oettl, 2017. "Roads and Innovation," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 417-434, July.
    18. Albert H. Rubenstein, 1962. "Organization and Research and Development Decision Making Within the Decentralized Firm," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 385-394, National Bureau of Economic Research, Inc.
    19. Shawn Kantor & Alexander Whalley, 2014. "Knowledge Spillovers from Research Universities: Evidence from Endowment Value Shocks," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 171-188, March.
    20. William J. Collins & Marianne H. Wanamaker, 2014. "Selection and Economic Gains in the Great Migration of African Americans: New Evidence from Linked Census Data," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 220-252, January.
    21. Alberto Abadie, 2006. "Poverty, Political Freedom, and the Roots of Terrorism," American Economic Review, American Economic Association, vol. 96(2), pages 50-56, May.
    22. Alessandro Iaria & Carlo Schwarz & Fabian Waldinger, 2018. "Frontier Knowledge and Scientific Production: Evidence from the Collapse of International Science," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(2), pages 927-991.
    23. Elisabeth Ruth Perlman, 2015. "Dense Enough To Be Brilliant: Patents, Urbanization, and Transportation in Nineteenth Century America," CEH Discussion Papers 036, Centre for Economic History, Research School of Economics, Australian National University.
    24. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    25. Daniel P. Gross, 2023. "The Hidden Costs of Securing Innovation: The Manifold Impacts of Compulsory Invention Secrecy," Management Science, INFORMS, vol. 69(4), pages 2318-2338, April.
    26. Brian Beach & Karen Clay & Martin Saavedra, 2022. "The 1918 Influenza Pandemic and Its Lessons for COVID-19," Journal of Economic Literature, American Economic Association, vol. 60(1), pages 41-84, March.
    27. Andrew Goodman-Bacon, 2018. "Difference-in-Differences with Variation in Treatment Timing," NBER Working Papers 25018, National Bureau of Economic Research, Inc.
    28. repec:zbw:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    29. Christian Catalini, 2018. "Microgeography and the Direction of Inventive Activity," Management Science, INFORMS, vol. 64(9), pages 4348-4364, September.
    30. Kevin J. Boudreau & Tom Brady & Ina Ganguli & Patrick Gaule & Eva Guinan & Anthony Hollenberg & Karim R. Lakhani, 2017. "A Field Experiment on Search Costs and the Formation of Scientific Collaborations," The Review of Economics and Statistics, MIT Press, vol. 99(4), pages 565-576, July.
    31. Goolsbee, Austan & Syverson, Chad, 2021. "Fear, lockdown, and diversion: Comparing drivers of pandemic economic decline 2020," Journal of Public Economics, Elsevier, vol. 193(C).
    32. Sarada, Sarada & Andrews, Michael J. & Ziebarth, Nicolas L., 2019. "Changes in the demographics of American inventors, 1870–1940," Explorations in Economic History, Elsevier, vol. 74(C).
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    Cited by:

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    2. Gopal Das & Shailendra Pratap Jain & Durairaj Maheswaran & Rebecca J. Slotegraaf & Raji Srinivasan, 2021. "Pandemics and marketing: insights, impacts, and research opportunities," Journal of the Academy of Marketing Science, Springer, vol. 49(5), pages 835-854, September.
    3. Dahl, Christian M. & Hansen, Casper W. & Jensen, Peter S. & Karlsson, Martin & Kühnle, Daniel, 2023. "School Closures, Mortality, and Human Capital: Evidence from the Universe of Closures during the 1918 Pandemic in Sweden," IZA Discussion Papers 16592, Institute of Labor Economics (IZA).
    4. Hiroyasu Inoue & Kentaro Nakajima & Tetsuji Okazaki & Yukiko U. Saito, 2022. "Controlling Funds Allocation for the War: The Experience of Japan in the Late 1930s," CIRJE F-Series CIRJE-F-1192, CIRJE, Faculty of Economics, University of Tokyo.
    5. Torsten Heinrich & Jangho Yang, 2022. "Innovation in times of Covid-19," Papers 2212.14159, arXiv.org.
    6. Hou, Wenxuan & Li, Mao & Main, Brian G.M. & Liu, Xiaofan, 2023. "Pandemics and financial development: A lesson from the 1918 influenza pandemic," Journal of Corporate Finance, Elsevier, vol. 83(C).
    7. Hiroyasu Inoue & Kentaro Nakajima & Tetsuji Okazaki & Yukiko U. Saito, 2022. "The Role of Face-to-face Contact on Innovation: Evidence from the Spanish Flu Pandemic in Japan," CIGS Working Paper Series 22-007E, The Canon Institute for Global Studies.
    8. Heinrich, Torsten & Yang, Jangho, 2022. "Innovation in times of Covid-19," MPRA Paper 115809, University Library of Munich, Germany.
    9. Torsten Heinrich & Jangho Yang, 2022. "Innovation in times of Covid-19," Chemnitz Economic Papers 058, Department of Economics, Chemnitz University of Technology.

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    More about this item

    JEL classification:

    • N92 - Economic History - - Regional and Urban History - - - U.S.; Canada: 1913-
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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