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Propagation and Amplification of Local Productivity Spillovers

Author

Listed:
  • Xavier Giroud
  • Simone Lenzu
  • Quinn Maingi
  • Holger Mueller

Abstract

This paper shows that local productivity spillovers can propagate throughout the economy through the plant-level networks of multi-region firms. Using confidential Census plant-level data, we find that large manufacturing plant openings not only raise the productivity of local plants but also of distant plants hundreds of miles away, which belong to multi-region firms that are exposed to the local productivity spillover through one of their plants. To quantify the significance of plant-level networks for the propagation and amplification of local productivity shocks, we develop and estimate a quantitative spatial model in which plants of multi-region firms are linked through shared knowledge. Counterfactual exercises show that while knowledge sharing through plant-level networks amplifies the aggregate effects of local productivity shocks, it can widen economic disparities between workers and regions in the economy.

Suggested Citation

  • Xavier Giroud & Simone Lenzu & Quinn Maingi & Holger Mueller, 2022. "Propagation and Amplification of Local Productivity Spillovers," Working Papers 22-32, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:wpaper:22-32
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    1. Andrew B. Bernard & Jonathan Eaton & J. Bradford Jensen & Samuel Kortum, 2003. "Plants and Productivity in International Trade," American Economic Review, American Economic Association, vol. 93(4), pages 1268-1290, September.
    2. Robert E. Lucas Jr. & Benjamin Moll, 2014. "Knowledge Growth and the Allocation of Time," Journal of Political Economy, University of Chicago Press, vol. 122(1), pages 1-51.
    3. Christian Broda & David E. Weinstein, 2006. "Globalization and the Gains From Variety," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 541-585.
    4. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2024. "Revisiting Event-Study Designs: Robust and Efficient Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(6), pages 3253-3285.
    5. Jesse Perla & Christopher Tonetti, 2014. "Equilibrium Imitation and Growth," Journal of Political Economy, University of Chicago Press, vol. 122(1), pages 52-76.
    6. Redding, Stephen J., 2016. "Goods trade, factor mobility and welfare," Journal of International Economics, Elsevier, vol. 101(C), pages 148-167.
    7. Michael Greenstone & Richard Hornbeck & Enrico Moretti, 2010. "Identifying Agglomeration Spillovers: Evidence from Winners and Losers of Large Plant Openings," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 536-598, June.
    8. Stuart S. Rosenthal & William C. Strange, 2020. "How Close Is Close? The Spatial Reach of Agglomeration Economies," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 27-49, Summer.
    9. Cecile Gaubert, 2018. "Firm Sorting and Agglomeration," NBER Working Papers 24478, National Bureau of Economic Research, Inc.
    10. Matias Busso & Jesse Gregory & Patrick Kline, 2013. "Assessing the Incidence and Efficiency of a Prominent Place Based Policy," American Economic Review, American Economic Association, vol. 103(2), pages 897-947, April.
    11. Treb Allen & Costas Arkolakis, 2014. "Trade and the Topography of the Spatial Economy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1085-1140.
    12. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    13. Xiang Ding, 2023. "Industry Linkages from Joint Production," Working Papers 23-02, Center for Economic Studies, U.S. Census Bureau.
    14. Jean-Noël Barrot & Julien Sauvagnat, 2016. "Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1543-1592.
    15. Jonathan Eaton & Samuel S. Kortum & Sebastian Sotelo, 2012. "International Trade: Linking Micro and Macro," NBER Working Papers 17864, National Bureau of Economic Research, Inc.
    16. Treb Allen & Costas Arkolakis & Xiangliang Li, 2020. "On the Equilibrium Properties of Network Models with Heterogeneous Agents," NBER Working Papers 27837, National Bureau of Economic Research, Inc.
    17. Cecile Gaubert, 2018. "Firm Sorting and Agglomeration," American Economic Review, American Economic Association, vol. 108(11), pages 3117-3153, November.
    18. Costas Arkolakis & Fabian Eckert & Rowan Shi, 2023. "Combinatorial Discrete Choice: Theory and Application to Multinational Production," NBER Working Papers 31877, National Bureau of Economic Research, Inc.
    19. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    20. Gaubert, Cécile, 2018. "Firm Sorting and Agglomeration," CEPR Discussion Papers 12835, C.E.P.R. Discussion Papers.
    21. Gharad Bryan & Melanie Morten, 2019. "The Aggregate Productivity Effects of Internal Migration: Evidence from Indonesia," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2229-2268.
    22. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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    2. Elodie Andrieu & John Morrow, 2024. "Can Firm Subsidies Spread Growth?," PSE Working Papers halshs-04721319, HAL.
    3. Marcus Biermann & Kilian Huber, 2024. "Tracing the International Transmission of a Crisis through Multinational Firms," Journal of Finance, American Finance Association, vol. 79(3), pages 1789-1829, June.
    4. Moritz Goldbeck, 2022. "Bit by Bit - Colocation and the Death of Distance in Software Developer Networks," ifo Working Paper Series 386, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    5. Andrew Yizhou Liu, 2025. "Strategic Complementarity in Labor Demand: Evidence from US Industry Leading Firms," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 57, July.
    6. Andrieu, Elodie & Morrow, John, 2024. "Can firm subsidies spread growth?," LSE Research Online Documents on Economics 126775, London School of Economics and Political Science, LSE Library.
    7. Elodie Andrieu & John Morrow, 2024. "Can Firm Subsidies Spread Growth?," PSE Working Papers halshs-04747880, HAL.
    8. Stefano DellaVigna & Guido Imbens & Woojin Kim & David M. Ritzwoller, 2025. "Using Multiple Outcomes to Adjust Standard Errors for Spatial Correlation," Papers 2504.13295, arXiv.org.
    9. Ponticelli, Jacopo & Bustos, Paula & Castro-Vincenzi, Juan & Monras, Joan, 2018. "Industrialization without Innovation," CEPR Discussion Papers 13379, C.E.P.R. Discussion Papers.
    10. Lionel Fontagné & Gianluca Santoni, 2022. "Regional Diffusion of Foreign Demand Shocks Through Trade and Ownership Networks," Working Papers 2022-08, CEPII research center.
    11. Ninon Moreau-Kastler, 2025. "Proportional Treatment Effects in Staggered Settings: An Approach for Poisson Pseudo-Maximum Likelihood," Working Papers 031, EU Tax Observatory.
    12. Evans Korang Adjei & Rikard Eriksson & Johan Lundberg, 2023. "The effects of a large industrial investment on employment in a remote and sparsely populated area using a synthetic control approach," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(7), pages 1553-1576, September.
    13. Bhardwaj,Abhishek & Ghose,Devaki & Mukherjee,Saptarshi & Singh,Manpreet, 2022. "Million Dollar Plants and Retail Prices," Policy Research Working Paper Series 9995, The World Bank.
    14. Chaurey, Ritam & Nayyar, Guarav & Sharma, Siddharth & Verhoogen, Eric, 2025. "Social Learning among Urban Manufacturing Firms: Energy-Efficient Motors in Bangladesh," IZA Discussion Papers 18183, Institute of Labor Economics (IZA).
    15. Yusuke ADACHI & Hikaru OGAWA & Masafumi TSUBUKU, 2025. "Impact of the Closure of Large Establishments on Regional Productivity," Discussion papers 25039, Research Institute of Economy, Trade and Industry (RIETI).
    16. Li, Lei & Liu, Bocong & Sheng, Bin & Wang, Tianyu, 2025. "“A tale of two rails”: Transportation infrastructure and technological spillovers from R&D center foreign firms," China Economic Review, Elsevier, vol. 90(C).
    17. Shishir Shakya & Alicia Plemmons & Juan Tomas Sayago-Gomez, 2022. "Spatial spillovers and the productivity-compensation gap in the United States," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 68(3), pages 669-689, June.

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    More about this item

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • C68 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computable General Equilibrium Models
    • E23 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Production
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R13 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General Equilibrium and Welfare Economic Analysis of Regional Economies
    • R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location

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