IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/29109.html
   My bibliography  Save this paper

Intangibles, Markups, and the Measurement of Productivity Growth

Author

Listed:
  • Nicolas Crouzet
  • Janice C. Eberly

Abstract

In recent years, measured TFP growth in the US has declined. We argue that two forces contributed to this decline: the mismeasurement of intangible capital, and rising markups. Markups affect input shares, while intangibles omitted from measures of investment affect measured capital growth, each potentially generating downward bias in measured TFP growth. Most importantly, when both forces are simultaneously present, their effects reinforce each other and amplify the downward bias in measured TFP growth. Using input-output data, we estimate that this mechanism could account for one-third to two-thirds of the decline in measured TFP growth.

Suggested Citation

  • Nicolas Crouzet & Janice C. Eberly, 2021. "Intangibles, Markups, and the Measurement of Productivity Growth," NBER Working Papers 29109, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:29109
    Note: CF EFG PR
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w29109.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Robert J. Gordon, 2016. "The Rise and Fall of American Growth: The U.S. Standard of Living since the Civil War," Economics Books, Princeton University Press, edition 1, number 10544.
    2. Carol Corrado & Charles Hulten & Daniel Sichel, 2009. "Intangible Capital And U.S. Economic Growth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 661-685, September.
    3. David M. Byrne & John G. Fernald & Marshall B. Reinsdorf, 2016. "Does the United States Have a Productivity Slowdown or a Measurement Problem?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 47(1 (Spring), pages 109-182.
    4. Corrado, Carol & Haskel, Jonathan & Jona-Lasinio, Cecilia & Iommi, Massimiliano, 2016. "Intangible investment in the EU and US before and since the Great Recession and its contribution to productivity growth," EIB Working Papers 2016/08, European Investment Bank (EIB).
    5. Cette, Gilbert & Fernald, John & Mojon, Benoît, 2016. "The pre-Great Recession slowdown in productivity," European Economic Review, Elsevier, vol. 88(C), pages 3-20.
    6. Wendy C. Y. Li & Bronwyn H. Hall, 2020. "Depreciation of Business R&D Capital," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 66(1), pages 161-180, March.
    7. Greenwood, Jeremy & Hercowitz, Zvi & Krusell, Per, 1997. "Long-Run Implications of Investment-Specific Technological Change," American Economic Review, American Economic Association, vol. 87(3), pages 342-362, June.
    8. Mark Bils, 2017. "Misallocation or Mismeasurement?," 2017 Meeting Papers 715, Society for Economic Dynamics.
    9. Jan De Loecker & Jan Eeckhout & Gabriel Unger, 2020. "The Rise of Market Power and the Macroeconomic Implications [“Econometric Tools for Analyzing Market Outcomes”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 561-644.
    10. Andrea L. Eisfeldt & Dimitris Papanikolaou, 2013. "Organization Capital and the Cross-Section of Expected Returns," Journal of Finance, American Finance Association, vol. 68(4), pages 1365-1406, August.
    11. David Rezza Baqaee & Emmanuel Farhi, 2020. "Productivity and Misallocation in General Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 105-163.
    12. Susanto Basu & John Fernald, 2001. "Why Is Productivity Procyclical? Why Do We Care?," NBER Chapters, in: New Developments in Productivity Analysis, pages 225-302, National Bureau of Economic Research, Inc.
    13. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    14. John G. Fernald & Robert E. Hall & James H. Stock & Mark W. Watson, 2017. "The Disappointing Recovery of Output after 2009," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(1 (Spring), pages 1-81.
    15. Lewis Alexander & Janice Eberly, 2018. "Investment Hollowing Out," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 66(1), pages 5-30, March.
    16. Nicolas Crouzet & Janice C. Eberly, 2021. "Rents and Intangible Capital: A Q+ Framework," NBER Working Papers 28988, National Bureau of Economic Research, Inc.
    17. Simcha Barkai, 2020. "Declining Labor and Capital Shares," Journal of Finance, American Finance Association, vol. 75(5), pages 2421-2463, October.
    18. Andrew Atkeson & Patrick J. Kehoe, 2005. "Modeling and Measuring Organization Capital," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 1026-1053, October.
    19. R. E. Hall, 1968. "Technical Change and Capital from the Point of View of the Dual," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 35(1), pages 35-46.
    20. Oulton, Nicholas, 2007. "Investment-specific technological change and growth accounting," Journal of Monetary Economics, Elsevier, vol. 54(4), pages 1290-1299, May.
    21. Nicolas Crouzet & Janice C. Eberly, 2019. "Understanding Weak Capital Investment: the Role of Market Concentration and Intangibles," NBER Working Papers 25869, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nonnis, Alberto & Roth, Felix & Bounfour, Ahmed, 2024. "Is the EU ready for the next generation of investment? The case of France and Germany," Hamburg Discussion Papers in International Economics 16, University of Hamburg, Department of Economics.
    2. Benedikt Heid & Frank Stähler, 2024. "Disentangling Frictions Across the World: Markups Versus Trade Costs," CESifo Working Paper Series 11420, CESifo.
    3. Weilin Liu, 2022. "Did Trade Liberalization Boost Total Factor Productivity Growth in Manufacturing in India in the 1990s?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 43, pages 110-139, Fall.
    4. Jing, Chunxiao & Foltz, Jeremy D., 2024. "Can the Service Sector Lead Structural Transformation in Africa? Evidence from Côte d'Ivoire," 2024 Annual Meeting, July 28-30, New Orleans, LA 343566, Agricultural and Applied Economics Association.
    5. Ian Goldin & Pantelis Koutroumpis & François Lafond & Julian Winkler, 2024. "Why Is Productivity Slowing Down?," Journal of Economic Literature, American Economic Association, vol. 62(1), pages 196-268, March.
    6. Boppart, Timo & Li, Huiyu, 2021. "Productivity slowdown: reducing the measure of our ignorance," CEPR Discussion Papers 16478, C.E.P.R. Discussion Papers.
    7. Liu, Yajie & Cui, Lijuan & Xiong, Yanyan & Yao, Xianguo, 2023. "Does the development of the Internet improve the allocative efficiency of production factors? Evidence from surveys of Chinese manufacturing firms," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 161-174.
    8. Dennis J. Fixler & Eva de Francisco, 2022. "Understanding the uneven growth of Intellectual Property Products investment in the U.S," BEA Working Papers 0198, Bureau of Economic Analysis.
    9. Neuhann, Daniel & Sockin, Michael, 2024. "Financial market concentration and misallocation," Journal of Financial Economics, Elsevier, vol. 159(C).
    10. You, Linqing, 2024. "Aggregate productivity, leased capital and market participation," Journal of Corporate Finance, Elsevier, vol. 87(C).
    11. Hu, Weiwei & Li, Kai & Xu, Yiming, 2024. "Lease-adjusted productivity measurement," Journal of Banking & Finance, Elsevier, vol. 164(C).
    12. NAKAMURA Tsuyoshi & OHASHI Hiroshi, 2022. "Japanese Firms' Markups and Firm-to-firm Transactions," Discussion papers 22083, Research Institute of Economy, Trade and Industry (RIETI).
    13. Carter Davis & Alexandre Sollaci & James Traina, 2022. "Profit Puzzles or: Public Firm Profits Have Fallen," Papers 2201.09160, arXiv.org.
    14. Andrea Colciago & Marco Membretti, 2024. "Barriers to Entry and the Labor Market," Working Papers 813, DNB.
    15. Diego Comin & Javier Quintana & Tom Schmitz & Antonella Trigari, 2021. "Measuring TFP: The role of profits, adjustment costs, and capacity utilization," Working Papers 2143, Banco de España.
    16. Comin, Diego & Quintana Gonzalez, Javier & Schmitz, Tom & Trigari, Antonella, 2020. "Revisiting Productivity Dynamics in Europe: A New Measure of Utilization-Adjusted TFP Growth," CEPR Discussion Papers 15402, C.E.P.R. Discussion Papers.
    17. Shenhai Huang & Chao Du & Xian Jin & Daini Zhang & Shiyan Wen & Yu’an Wang & Zhenyu Cheng & Zhijie Jia, 2022. "The Boundary of Porter Hypothesis: The Energy and Economic Impact of China’s Carbon Neutrality Target in 2060," Energies, MDPI, vol. 15(23), pages 1-18, December.

    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. Ian Goldin & Pantelis Koutroumpis & François Lafond & Julian Winkler, 2024. "Why Is Productivity Slowing Down?," Journal of Economic Literature, American Economic Association, vol. 62(1), pages 196-268, March.
    2. Andrew T. Foerster & Andreas Hornstein & Pierre-Daniel G. Sarte & Mark W. Watson, 2022. "Aggregate Implications of Changing Sectoral Trends," Journal of Political Economy, University of Chicago Press, vol. 130(12), pages 3286-3333.
    3. Loukas Karabarbounis & Brent Neiman, 2019. "Accounting for Factorless Income," NBER Macroeconomics Annual, University of Chicago Press, vol. 33(1), pages 167-228.
    4. Hulten, Charles R., 2010. "Growth Accounting," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 987-1031, Elsevier.
    5. Lucia Granelli & Martin Habet & Guergana Stanoeva & Gaetano D’Adamo & Robert Gampfer, 2020. "Puzzles in Non-Financial Corporate Sector Savings across the G20," European Economy - Economic Briefs 063, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    6. Savagar, Anthony, 2021. "Measured productivity with endogenous markups and economic profits," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    7. Timo Boppart & Huiyu Li, 2021. "Productivity Slowdown: Reducing the Measure of Our Ignorance," Working Paper Series 2021-21, Federal Reserve Bank of San Francisco.
    8. Döttling, Robin & Ratnovski, Lev, 2023. "Monetary policy and intangible investment," Journal of Monetary Economics, Elsevier, vol. 134(C), pages 53-72.
    9. Barkai, Simcha & Benzell, Seth G., 2024. "70 years of US corporate profits," Journal of Corporate Finance, Elsevier, vol. 87(C).
    10. Fu, Fangjian & Huang, Sheng & Wang, Rong, 2022. "Why Do U.S. Firms Invest Less over Time?," Journal of Empirical Finance, Elsevier, vol. 69(C), pages 15-42.
    11. Nicolas Crouzet & Janice C. Eberly, 2019. "Understanding Weak Capital Investment: the Role of Market Concentration and Intangibles," NBER Working Papers 25869, National Bureau of Economic Research, Inc.
    12. Savagar, Anthony, 2021. "Measured productivity with endogenous markups and economic profits," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    13. Plutarchos Sakellaris & Daniel J. Wilson, 2004. "Quantifying Embodied Technological Change," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(1), pages 1-26, January.
    14. Maarten de Ridder, 2022. "Market power and innovation in the intangible economy," POID Working Papers 064, Centre for Economic Performance, LSE.
    15. 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.
    16. John G. Fernald & Robert E. Hall & James H. Stock & Mark W. Watson, 2017. "The Disappointing Recovery of Output after 2009," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(1 (Spring), pages 1-81.
    17. Charles R. Hulten, 2009. "Growth Accounting," NBER Working Papers 15341, National Bureau of Economic Research, Inc.
    18. Jan Behringer, 2019. "Factor shares and the rise in corporate net lending," IMK Working Paper 202-2019, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    19. Ugur, Mehmet, 2024. "Innovation, market power and the labour share: Evidence from OECD industries," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    20. Ernest Liu & Atif Mian & Amir Sufi, 2022. "Low Interest Rates, Market Power, and Productivity Growth," Econometrica, Econometric Society, vol. 90(1), pages 193-221, January.

    More about this item

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • D4 - Microeconomics - - Market Structure, Pricing, and Design
    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:29109. 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.