IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/26711.html

Misallocation or Mismeasurement?

Author

Listed:
  • Mark Bils
  • Peter J. Klenow
  • Cian Ruane

Abstract

The ratio of revenue to inputs differs greatly across plants within countries such as the U.S. and India. Such gaps may reflect misallocation which hinders aggregate productivity. But differences in measured average products need not reflect differences in true marginal products. We propose a way to estimate the gaps in true marginal products in the presence of measurement error. Our method exploits how revenue growth is less sensitive to input growth when a plant’s average products are overstated by measurement error. For Indian manufacturing from 1985-2013, our correction lowers potential gains from reallocation by 20%. For the U.S. the effect is even more dramatic, reducing potential gains by 60% and eliminating 2/3 of a severe downward trend in allocative efficiency over 1978-2013.

Suggested Citation

  • Mark Bils & Peter J. Klenow & Cian Ruane, 2020. "Misallocation or Mismeasurement?," NBER Working Papers 26711, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:26711
    Note: EFG PR
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w26711.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Ryan A. Decker & John Haltiwanger & Ron S. Jarmin & Javier Miranda, 2018. "Changing Business Dynamism and Productivity : Shocks vs. Responsiveness," Finance and Economics Discussion Series 2018-007, Board of Governors of the Federal Reserve System (U.S.).
    2. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2013. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," American Economic Review, American Economic Association, vol. 103(1), pages 305-334, February.
    3. Pedro Bento & Diego Restuccia, 2017. "Misallocation, Establishment Size, and Productivity," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(3), pages 267-303, July.
    4. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    5. Yan Bai & Keyu Jin & Dan Lu, 2024. "Misallocation under Trade Liberalization," American Economic Review, American Economic Association, vol. 114(7), pages 1949-1985, July.
    6. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
    7. T. Kirk White & Jerome P. Reiter & Amil Petrin, 2018. "Imputation in U.S. Manufacturing Data and Its Implications for Productivity Dispersion," The Review of Economics and Statistics, MIT Press, vol. 100(3), pages 502-509, July.
    8. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bils, Mark & Klenow, Peter J. & Ruane, Cian, 2021. "Misallocation or Mismeasurement?," Journal of Monetary Economics, Elsevier, vol. 124(S), pages 39-56.
    2. Weng, Liying & Xu, Changsheng & Yi, Ming, 2024. "Resource misallocation in China: Biased subsidies versus credit discrimination," Economic Modelling, Elsevier, vol. 134(C).
    3. Lucia Foster & Cheryl Grim & John C. Haltiwanger & Zoltan Wolf, 2019. "Innovation, Productivity Dispersion, and Productivity Growth," NBER Chapters, in: Measuring and Accounting for Innovation in the Twenty-First Century, pages 103-136, National Bureau of Economic Research, Inc.
    4. Lucia S. Foster & Cheryl A. Grim & John Haltiwanger & Zoltan Wolf, 2017. "Macro and Micro Dynamics of Productivity: From Devilish Details to Insights," NBER Working Papers 23666, National Bureau of Economic Research, Inc.
    5. Liu, Shasha & Yin, Shanshan & Yin, Chuan & Sheng, Yan, 2021. "Does the price of natural resources affect firms’ total factor productivity? Evidence from a natural experiment in China," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 37-50.
    6. Hang Kim & Martin Rotemberg & T. Kirk White, 2025. "Manufacturing Dispersion: How Data Cleaning Choices Affect Measured Misallocation and Productivity Growth in the Annual Survey of Manufactures," Working Papers 25-67, Center for Economic Studies, U.S. Census Bureau.
    7. Britos, Braulio & Hernandez, Manuel A. & Robles, Miguel & Trupkin, Danilo R., 2022. "Land market distortions and aggregate agricultural productivity: Evidence from Guatemala," Journal of Development Economics, Elsevier, vol. 155(C).
    8. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    9. Hernandez, M. & Britos, B. & Robles, M. & Trupkin, D., 2018. "Land market distortions: Theory and evidence from Guatemala," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277031, International Association of Agricultural Economists.
    10. Dolores Añón Higón & Juan A. Máñez & María E. Rochina-Barrachina & Amparo Sanchis & Juan A. Sanchis, 2022. "Firms’ distance to the European productivity frontier," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(2), pages 197-228, June.
    11. Douglas Gollin & Christopher Udry, 2021. "Heterogeneity, Measurement Error, and Misallocation: Evidence from African Agriculture," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 1-80.
    12. Figal Garone, Lucas & López Villalba, Paula A. & Maffioli, Alessandro & Ruzzier, Christian A., 2020. "Firm-level productivity in Latin America and the Caribbean," Research in Economics, Elsevier, vol. 74(2), pages 186-192.
    13. Toni M. Whited & Jake Zhao, 2021. "The Misallocation of Finance," Journal of Finance, American Finance Association, vol. 76(5), pages 2359-2407, October.
    14. Xuanli Zhu, 2025. "Establishment dynamics in post-war Japan: missing entry and shrinking size," The Japanese Economic Review, Springer, vol. 76(2), pages 337-374, April.
    15. Stephen Ayerst, 2016. "Idiosyncratic Distortions and Technology Adoption," Working Papers tecipa-571, University of Toronto, Department of Economics.
    16. Bachas, Pierre & Fattal Jaef, Roberto N. & Jensen, Anders, 2019. "Size-dependent tax enforcement and compliance: Global evidence and aggregate implications," Journal of Development Economics, Elsevier, vol. 140(C), pages 203-222.
    17. Evguenia Bessonova & Anna Tsvetkova, 2019. "Productivity convergence trends within Russian industries: firm-level evidence," Bank of Russia Working Paper Series wps51, Bank of Russia.
    18. Bonfiglioli, Alessandra & Crinò, Rosario & Gancia, Gino, 2025. "Firms and economic performance: A view from trade," European Economic Review, Elsevier, vol. 172(C).
    19. Marcela Eslava & John Haltiwanger & Nicolas Urdaneta, 2024. "The Size and Life-Cycle Growth of Plants: The Role of Productivity, Demand, and Wedges," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(1), pages 259-300.
    20. Bento, Pedro & Restuccia, Diego, 2021. "On average establishment size across sectors and countries," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 220-242.

    More about this item

    JEL classification:

    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O51 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - U.S.; Canada
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:26711. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.