IDEAS home Printed from https://ideas.repec.org/p/mcm/deptwp/2013-04.html
   My bibliography  Save this paper

Intangible Capital and the Excess Volatility of Aggregate Profits

Author

Listed:
  • Kegiang Hou
  • Alok Johri

Abstract

Aggregate profits measured from NIPA data are over six times more volatile than output. We use recent estimates of the return on physical capital to decompose NIPA profits into the part that can be explained by capital income and a residual called net profits. We find that capital income explains only a small fraction of the overall volatility of NIPA profits, the net-profit series is over seven times more volatile than output with a contemporaneous correlation of .55. Most dynamic general equilibrium models of the business cycle cannot deliver this excess volatility of net-profits as they rely mainly on capital income to explain NIPA profits. We develop a model of the U.S. economy in which firms expend resources to create intangible capital (IC), which is an additional input in their production technology. The model is estimated using aggregate data on output growth and labor productivity. Simulations using two versions of the estimated model deliver pro-cyclical net profits that are over three times more volatile than output. IC investments are large and pro-cyclical and act to propagate shocks over time. Overall, the model explains aggregate US business cycles well on traditional metrics. In particular it does a good job of explaining observed movements in hours, productivity, output and the labor wedge without relying on preference shocks. As an external validation exercise, we show that the model is capable of delivering movements in IC investment that resemble recent estimates of R&D investment in the US. Moreover it delivers counter-cyclical markups along with a pro-cyclical profit share, another feature of the data. We emphasize that we do not use profit data to estimate the model so that any movements in profit over and above those of output are solely generated within the model as firms optimally reallocate resources between goods production and intangible capital creation.

Suggested Citation

  • Kegiang Hou & Alok Johri, 2013. "Intangible Capital and the Excess Volatility of Aggregate Profits," Department of Economics Working Papers 2013-04, McMaster University.
  • Handle: RePEc:mcm:deptwp:2013-04
    as

    Download full text from publisher

    File URL: http://socserv.mcmaster.ca/econ/rsrch/papers/archive/2013-04.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. V. V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2000. "Sticky Price Models of the Business Cycle: Can the Contract Multiplier Solve the Persistence Problem?," Econometrica, Econometric Society, vol. 68(5), pages 1151-1180, September.
    2. Robert E. Hall, 2001. "The Stock Market and Capital Accumulation," American Economic Review, American Economic Association, vol. 91(5), pages 1185-1202, December.
    3. Paul Gomme & B. Ravikumar & Peter Rupert, 2011. "The Return to Capital and the Business Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(2), pages 262-278, April.
    4. 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.
    5. Cogley, Timothy & Nason, James M, 1995. "Output Dynamics in Real-Business-Cycle Models," American Economic Review, American Economic Association, vol. 85(3), pages 492-511, June.
    6. Edward C. Prescott, 2004. "Why do Americans work so much more than Europeans?," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 28(Jul), pages 2-13.
    7. Jason G. Cummins, 2005. "A New Approach to the Valuation of Intangible Capital," NBER Chapters, in: Measuring Capital in the New Economy, pages 47-72, National Bureau of Economic Research, Inc.
    8. Charles Ian Mead & Brent R. Moulton & Kenneth Petrick, 2004. "NIPA Corporate Profits and Reported Earnings: A Comparison and Measurement Issues," BEA Papers 0036, Bureau of Economic Analysis.
    9. V. V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2009. "New Keynesian Models: Not Yet Useful for Policy Analysis," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(1), pages 242-266, January.
    10. Zvi Griliches, 1984. "Market Value, R&D, and Patents," NBER Chapters, in: R&D, Patents, and Productivity, pages 249-252, National Bureau of Economic Research, Inc.
    11. Cooper, Russell & Johri, Alok, 2002. "Learning-by-doing and aggregate fluctuations," Journal of Monetary Economics, Elsevier, vol. 49(8), pages 1539-1566, November.
    12. Perli, Roberto & Sakellaris, Plutarchos, 1998. "Human capital formation and business cycle persistence," Journal of Monetary Economics, Elsevier, vol. 42(1), pages 67-92, June.
    13. Clarke, Andrew J., 2006. "Learning-by-doing and aggregate fluctuations: Does the form of the accumulation technology matter?," Economics Letters, Elsevier, vol. 92(3), pages 434-439, September.
    14. Robert Shimer, 2009. "Convergence in Macroeconomics: The Labor Wedge," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(1), pages 280-297, January.
    15. Cochrane, John H, 1988. "How Big Is the Random Walk in GNP?," Journal of Political Economy, University of Chicago Press, vol. 96(5), pages 893-920, October.
    16. Robert E. Hall, 2000. "E-Capital: The Link between the Stock Market and the Labor Market in the 1990s," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 31(2), pages 73-118.
    17. Hafedh Bouakez & Takashi Kano, 2006. "Learning-by-Doing or Habit Formation?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 9(3), pages 508-524, July.
    18. Lawrence J. Christiano & Michele Boldrin & Jonas D. M. Fisher, 2001. "Habit Persistence, Asset Returns, and the Business Cycle," American Economic Review, American Economic Association, vol. 91(1), pages 149-166, March.
    19. Alok Johri, 2009. "Delivering Endogenous Inertia in Prices and Output," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(4), pages 736-754, October.
    20. Diego Comin & Mark Gertler, 2006. "Medium-Term Business Cycles," American Economic Review, American Economic Association, vol. 96(3), pages 523-551, June.
    21. Larry E. Jones & Rodolfo E. Manuelli & Henry E. Siu, 2005. "Fluctuations in Convex Models of Endogenous Growth II: Business Cycle Properties," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(4), pages 805-828, October.
    22. John Geweke, 1999. "Using simulation methods for bayesian econometric models: inference, development,and communication," Econometric Reviews, Taylor & Francis Journals, vol. 18(1), pages 1-73.
    23. Megna, Pamela & Klock, Mark, 1993. "The Impact on Intangible Capital on Tobin's q in the Semiconductor Industry," American Economic Review, American Economic Association, vol. 83(2), pages 265-269, May.
    24. Jean-Pierre Danthine & Xiangrong Jin, 2007. "Intangible capital, corporate valuation and asset pricing," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 32(1), pages 157-177, July.
    25. Johri, Alok & Lahiri, Amartya, 2008. "Persistent real exchange rates," Journal of International Economics, Elsevier, vol. 76(2), pages 223-236, December.
    26. Daehaeng Kim & Chul-In Lee, 2007. "On-the-Job Human Capital Accumulation in a Real Business Cycle Model: Implications for Intertemporal Substitution Elasticity and Labor Hoarding," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 10(3), pages 494-518, July.
    27. J. B. Taylor & M. Woodford (ed.), 1999. "Handbook of Macroeconomics," Handbook of Macroeconomics, Elsevier, edition 1, volume 1, number 1.
    28. Galí, Jordi & Rabanal, Pau, 2004. "Technology Shocks and Aggregate Fluctuations: How Well Does the RBC Model Fit Post-War US Data?," CEPR Discussion Papers 4522, C.E.P.R. Discussion Papers.
    29. Gadi Barlevy, 2007. "On the Cyclicality of Research and Development," American Economic Review, American Economic Association, vol. 97(4), pages 1131-1164, September.
    30. Klock, Mark & Baum, Christopher F. & Thies, Clifford F., 1996. "Tobin's Q, intangible capital, and financial policy," Journal of Economics and Business, Elsevier, vol. 48(4), pages 387-400, October.
    31. Yongsung Chang & Joao F. Gomes & Frank Schorfheide, 2002. "Learning-by-Doing as a Propagation Mechanism," American Economic Review, American Economic Association, vol. 92(5), pages 1498-1520, December.
    32. Edmond, Chris & Veldkamp, Laura, 2009. "Income dispersion and counter-cyclical markups," Journal of Monetary Economics, Elsevier, vol. 56(6), pages 791-804, September.
    33. John H. Cochrane, 1994. "Permanent and Transitory Components of GNP and Stock Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(1), pages 241-265.
    34. Backus, David K & Kehoe, Patrick J & Kydland, Finn E, 1992. "International Real Business Cycles," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 745-775, August.
    35. Klock, Mark & Megna, Pamela, 2000. "Measuring and valuing intangible capital in the wireless communications industry," The Quarterly Review of Economics and Finance, Elsevier, vol. 40(4), pages 519-532.
    36. Johri, Alok & Letendre, Marc-Andre, 2007. "What do `residuals' from first-order conditions reveal about DGE models?," Journal of Economic Dynamics and Control, Elsevier, vol. 31(8), pages 2744-2773, August.
    37. John Geweke, 1999. "Using Simulation Methods for Bayesian Econometric Models," Computing in Economics and Finance 1999 832, Society for Computational Economics.
    38. C. Lanier Benkard, 2000. "Learning and Forgetting: The Dynamics of Aircraft Production," American Economic Review, American Economic Association, vol. 90(4), pages 1034-1054, September.
    39. Greenwood, Jeremy & Hercowitz, Zvi & Huffman, Gregory W, 1988. "Investment, Capacity Utilization, and the Real Business Cycle," American Economic Review, American Economic Association, vol. 78(3), pages 402-417, June.
    40. Rotemberg, Julio J. & Woodford, Michael, 1999. "The cyclical behavior of prices and costs," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 16, pages 1051-1135, Elsevier.
    41. Robert E. Hall, 2009. "Reconciling Cyclical Movements in the Marginal Value of Time and the Marginal Product of Labor," Journal of Political Economy, University of Chicago Press, vol. 117(2), pages 281-323, April.
    42. Alok Johri, 2009. "Delivering Endogenous Inertia in Prices and Output," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(4), pages 736-754, October.
    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. Keqiang Hou & Alok Johri, 2018. "Intangible Capital, the Labor Wedge and the Volatility of Corporate Profits," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 29, pages 216-234, July.
    2. Li, Xing & Hou, Keqiang, 2019. "R&D based knowledge capital and future firm growth: Evidence from China’s Growth Enterprise Market firms," Economic Modelling, Elsevier, vol. 83(C), pages 287-298.
    3. Bridgman, Benjamin, 2014. "Do intangible assets explain high U.S. foreign direct investment returns?," Journal of Macroeconomics, Elsevier, vol. 40(C), pages 159-171.

    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. Keqiang Hou & Alok Johri, 2018. "Intangible Capital, the Labor Wedge and the Volatility of Corporate Profits," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 29, pages 216-234, July.
    2. Keqiang Hou & Alok Johri, 2009. "Intangible Capital, Corporate Earnings and the Business Cycle," Department of Economics Working Papers 2009-17, McMaster University.
    3. Keqiang Hou & Alok Johri, 2018. "Intangible Capital, the Labor Wedge and the Volatility of Corporate Profits," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 29, pages 216-234, July.
    4. Malik, Kashif Zaheer & Ali, Syed Zahid & Khalid, Ahmed M., 2014. "Intangible capital in a real business cycle model," Economic Modelling, Elsevier, vol. 39(C), pages 32-48.
    5. Johri, Alok & Letendre, Marc-André & Luo, Daqing, 2011. "Organizational capital and the international co-movement of investment," Journal of Macroeconomics, Elsevier, vol. 33(4), pages 511-523.
    6. Alok Johri & Muhebullah Karimzada, 2021. "Learning efficiency shocks, knowledge capital and the business cycle: A Bayesian evaluation," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(3), pages 1314-1360, November.
    7. Alok Johri, 2009. "Delivering Endogenous Inertia in Prices and Output," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(4), pages 736-754, October.
    8. Christopher Gunn & Alok Johri, 2011. "News and knowledge capital," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 92-101, January.
    9. Clarke, Andrew J. & Johri, Alok, 2009. "Procyclical Solow Residuals Without Technology Shocks," Macroeconomic Dynamics, Cambridge University Press, vol. 13(3), pages 366-389, June.
    10. Alok Johri & Bidyut Talukdar, 2023. "Organizational capital and optimal Ramsey taxation," Indian Economic Review, Springer, vol. 58(1), pages 193-210, July.
    11. Justiniano, Alejandro & Primiceri, Giorgio E. & Tambalotti, Andrea, 2010. "Investment shocks and business cycles," Journal of Monetary Economics, Elsevier, vol. 57(2), pages 132-145, March.
    12. Hafedh Bouakez & Takashi Kano, 2006. "Learning-by-Doing or Habit Formation?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 9(3), pages 508-524, July.
    13. Cavallari, Lilia & Etro, Federico, 2020. "Demand, markups and the business cycle," European Economic Review, Elsevier, vol. 127(C).
    14. Lilia Cavallari & Federico Etro, 2017. "Demand, Markups and the Business Cycle. Bayesian Estimation and Quantitative Analysis in Closed and Open Economies," Working Papers 2017:09, Department of Economics, University of Venice "Ca' Foscari".
    15. Talukdar Bidyut, 2014. "Organizational learning and optimal fiscal and monetary policy," The B.E. Journal of Macroeconomics, De Gruyter, vol. 14(1), pages 1-31, January.
    16. Lindé, Jesper & Smets, Frank & Wouters, Rafael, 2016. "Challenges for Central Banks´ Macro Models," Working Paper Series 323, Sveriges Riksbank (Central Bank of Sweden).
    17. Christoph Görtz & Christopher Gunn & Thomas Lubik, 2018. "Taking Stock of TFP News Shocks: The Inventory Comovement Puzzle," Carleton Economic Papers 18-05, Carleton University, Department of Economics, revised 14 Jul 2018.
    18. Carrillo, Julio A., 2012. "How well does sticky information explain the dynamics of inflation, output, and real wages?," Journal of Economic Dynamics and Control, Elsevier, vol. 36(6), pages 830-850.
    19. Yongsung Chang & Joao Gomes & Frank Schorfheide, 2000. "Persistence," Econometric Society World Congress 2000 Contributed Papers 1632, Econometric Society.
    20. Anna Kormilitsina & Sarah Zubairy, 2018. "Propagation Mechanisms for Government Spending Shocks: A Bayesian Comparison," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(7), pages 1571-1616, October.

    More about this item

    Keywords

    business cycles; aggregate profits; Bayesian estimation; intangible capital; labor wedge; markups.;
    All these keywords.

    JEL classification:

    • E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles

    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:mcm:deptwp:2013-04. 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/demcmca.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.