IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/26112.html
   My bibliography  Save this paper

Decomposing Firm Value

Author

Listed:
  • Frederico Belo
  • Vito Gala
  • Juliana Salomao
  • Maria Ana Vitorino

Abstract

What are the economic determinants of a firm's market value? We answer this question through the lens of a generalized neoclassical model of investment with physical capital, quasi-fixed labor, and two types of intangible capital, knowledge and brand capital as inputs. We estimate the structural model using firm-level data on U.S. publicly traded firms and use the estimated parameter values to infer the contribution of each input for explaining firm's market value in the last four decades. The model performs well in explaining both cross-sectional and time-series variation in firms' market values across industries, with a time-series R² of up to 61%, and a cross-sectional R² of up to 95%. The relative importance of each input for firm value varies across industries and over time. On average, physical capital accounts for 30% to 40% of firm's market value, installed labor force accounts for 14% to 22%, knowledge capital accounts for 20% to 43%, and brand capital accounts for 6% to 25%. The importance of physical capital for firm value decreased in the last decades, while the importance of knowledge capital increased, especially in high-tech industries. Overall, our analysis provides direct empirical evidence supporting models with multiple capital inputs as main sources of firm value, and shows the importance of the non-physical capital inputs for firm value.

Suggested Citation

  • Frederico Belo & Vito Gala & Juliana Salomao & Maria Ana Vitorino, 2019. "Decomposing Firm Value," NBER Working Papers 26112, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:26112
    Note: AP
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w26112.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Samuel Bentolila & Giuseppe Bertola, 1990. "Firing Costs and Labour Demand: How Bad is Eurosclerosis?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(3), pages 381-402.
    2. Daniel S. Hamermesh & Gerard A. Pfann, 1996. "Adjustment Costs in Factor Demand," Journal of Economic Literature, American Economic Association, vol. 34(3), pages 1264-1292, September.
    3. Cooper, Russell & Haltiwanger, John & Willis, Jonathan L., 2015. "Dynamics of labor demand: Evidence from plant-level observations and aggregate implications," Research in Economics, Elsevier, vol. 69(1), pages 37-50.
    4. Frederico Belo & Xiaoji Lin & Santiago Bazdresch, 2014. "Labor Hiring, Investment, and Stock Return Predictability in the Cross Section," Journal of Political Economy, University of Chicago Press, vol. 122(1), pages 129-177.
    5. Jermann, Urban J., 1998. "Asset pricing in production economies," Journal of Monetary Economics, Elsevier, vol. 41(2), pages 257-275, April.
    6. Antonio Falato & Dalida Kadyrzhanova & Jae W. Sim, 2013. "Rising intangible capital, shrinking debt capacity, and the US corporate savings glut," Finance and Economics Discussion Series 2013-67, Board of Governors of the Federal Reserve System (U.S.).
    7. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    8. Hayashi, Fumio & Inoue, Tohru, 1991. "The Relation between Firm Growth and Q with Multiple Capital Goods: Theory and Evidence from Panel Data on Japanese Firms," Econometrica, Econometric Society, vol. 59(3), pages 731-753, May.
    9. Kogan, Leonid, 2001. "An equilibrium model of irreversible investment," Journal of Financial Economics, Elsevier, vol. 62(2), pages 201-245, November.
    10. Cochrane, John H, 1991. "Production-Based Asset Pricing and the Link between Stock Returns and Economic Fluctuations," Journal of Finance, American Finance Association, vol. 46(1), pages 209-237, March.
    11. Abel, Andrew B., 1982. "Dynamic effects of permanent and temporary tax policies in a q model of investment," Journal of Monetary Economics, Elsevier, vol. 9(3), pages 353-373.
    12. Ai, Hengjie & Kiku, Dana, 2013. "Growth to value: Option exercise and the cross section of equity returns," Journal of Financial Economics, Elsevier, vol. 107(2), pages 325-349.
    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. Susanto Basu & Giacomo Candian & Ryan Chahrour & Rosen Valchev, 2021. "Risky Business Cycles," Boston College Working Papers in Economics 1029, Boston College Department of Economics.
    2. Schlingemann, Frederik P. & Stulz, René M., 2022. "Have exchange-listed firms become less important for the economy?," Journal of Financial Economics, Elsevier, vol. 143(2), pages 927-958.

    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. Frederico Belo & Jun Li & Xiaoji Lin & Xiaofei Zhao, 2017. "Labor-Force Heterogeneity and Asset Prices: The Importance of Skilled Labor," The Review of Financial Studies, Society for Financial Studies, vol. 30(10), pages 3669-3709.
    2. Frederico Belo & Xiaoji Lin & Maria Ana Vitorino, 2014. "Brand Capital and Firm Value," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(1), pages 150-169, January.
    3. Rong, Yuen & Tian, Cunzhi & Li, Lifang & Zheng, Xinwei, 2020. "Labor hiring and stock return: A model and new evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 59(C).
    4. Rappaport, Jordan, 2006. "A bottleneck capital model of development," Journal of Monetary Economics, Elsevier, vol. 53(8), pages 2113-2129, November.
    5. Yashiv, Eran, 2012. "Frictions and the Joint Behavior of Hiring and Investment," IZA Discussion Papers 6636, Institute of Labor Economics (IZA).
    6. Belo, Frederico & Lin, Xiaoji, 2012. "Labor Heterogeneity and Asset Prices: The Importance of Skilled Labor," Working Paper Series 2012-25, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    7. Belo, Frederico & Yu, Jianfeng, 2013. "Government investment and the stock market," Journal of Monetary Economics, Elsevier, vol. 60(3), pages 325-339.
    8. Lu Zhang, 2019. "Q-factors and Investment CAPM," NBER Working Papers 26538, National Bureau of Economic Research, Inc.
    9. Xiaoji Lin & Fan Yang & Frederico Belo, 2014. "External Equity Financing Costs, Financial Flows, and Asset Prices," 2014 Meeting Papers 863, Society for Economic Dynamics.
    10. Lin, Xiaoji, 2012. "Endogenous technological progress and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 103(2), pages 411-427.
    11. Lapatinas, Athanasios, 2009. "Labour adjustment costs: Estimation of a dynamic discrete choice model using panel data for Greek manufacturing firms," Labour Economics, Elsevier, vol. 16(5), pages 521-533, October.
    12. Bai, Hang & Hou, Kewei & Kung, Howard & Li, Erica X.N. & Zhang, Lu, 2019. "The CAPM strikes back? An equilibrium model with disasters," Journal of Financial Economics, Elsevier, vol. 131(2), pages 269-298.
    13. Jermann, Urban J., 2010. "The equity premium implied by production," Journal of Financial Economics, Elsevier, vol. 98(2), pages 279-296, November.
    14. Frederico Belo & Xiaoji Lin & Santiago Bazdresch, 2014. "Labor Hiring, Investment, and Stock Return Predictability in the Cross Section," Journal of Political Economy, University of Chicago Press, vol. 122(1), pages 129-177.
    15. Ronald J. Balvers & Li Gu & Dayong Huang, 2017. "Profitability, Value, and Stock Returns in Production‐Based Asset Pricing without Frictions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(7), pages 1621-1651, October.
    16. Belo, Frederico & Gala, Vito D. & Salomao, Juliana & Vitorino, Maria Ana, 2022. "Decomposing firm value," Journal of Financial Economics, Elsevier, vol. 143(2), pages 619-639.
    17. Lars-Alexander Kuehn, 2007. "Time-to-Build and Asset Prices," 2007 Meeting Papers 1015, Society for Economic Dynamics.
    18. Wang, Zhi, 2000. "Production-based asset pricing: a cross-industry study," ISU General Staff Papers 2000010108000013294, Iowa State University, Department of Economics.
    19. Marcelo Ochoa, 2013. "Volatility, labor heterogeneity and asset prices," Finance and Economics Discussion Series 2013-71, Board of Governors of the Federal Reserve System (U.S.).
    20. Frederico Belo & Xiaoji Lin & Fan Yang, 2019. "External Equity Financing Shocks, Financial Flows, and Asset Prices," The Review of Financial Studies, Society for Financial Studies, vol. 32(9), pages 3500-3543.

    More about this item

    JEL classification:

    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    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:26112. 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.