IDEAS home Printed from https://ideas.repec.org/a/eee/jfinec/v143y2022i2p619-639.html
   My bibliography  Save this article

Decomposing firm value

Author

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

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 quasi-fixed labor and three heterogeneous capital inputs. We estimate the structural model using firm-level data on US firms and find that, on average and depending on the industry, installed labor force accounts for 14–21% of firms’ market value, physical capital accounts for 30–40%, knowledge capital accounts for 20–43%, and brand capital accounts for 6–25%. Our analysis provides direct empirical evidence for the importance of labor and intangible capital inputs for understanding firm value.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:jfinec:v:143:y:2022:i:2:p:619-639
    DOI: 10.1016/j.jfineco.2021.08.007
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304405X21003524
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jfineco.2021.08.007?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Robert E. Hall, 2001. "The Stock Market and Capital Accumulation," American Economic Review, American Economic Association, vol. 91(5), pages 1185-1202, December.
    2. Annette Ptok & Rupinder P. Jindal & Werner J. Reinartz, 2018. "Selling, general, and administrative expense (SGA)-based metrics in marketing: conceptual and measurement challenges," Journal of the Academy of Marketing Science, Springer, vol. 46(6), pages 987-1011, November.
    3. Monika Merz & Eran Yashiv, 2007. "Labor and the Market Value of the Firm," American Economic Review, American Economic Association, vol. 97(4), pages 1419-1431, September.
    4. Abel, Andrew B & Eberly, Janice C, 1994. "A Unified Model of Investment under Uncertainty," American Economic Review, American Economic Association, vol. 84(5), pages 1369-1384, December.
    5. Laura Xiaolei Liu & Toni M. Whited & Lu Zhang, 2009. "Investment-Based Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 117(6), pages 1105-1139, December.
    6. 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.
    7. 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.
    8. Lu Zhang, 2017. "The Investment CAPM," European Financial Management, European Financial Management Association, vol. 23(4), pages 545-603, September.
    9. Steven A. Barnett & Plutarchos Sakellaris, 1999. "A New Look At Firm Market Value, Investment, And Adjustment Costs," The Review of Economics and Statistics, MIT Press, vol. 81(2), pages 250-260, May.
    10. Carol Corrado & John Haltiwanger & Daniel Sichel, 2005. "Measuring Capital in the New Economy," NBER Books, National Bureau of Economic Research, Inc, number corr05-1, March.
    11. Ellen R. McGrattan & Edward C. Prescott, 2000. "Is the stock market overvalued?," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Fall), pages 20-40.
    12. Bond, Stephen & Van Reenen, John, 2007. "Microeconometric Models of Investment and Employment," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 65, Elsevier.
    13. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    14. Bronwyn H. Hall & Zvi Griliches & Jerry A. Hausman, 1984. "Patents and R&D: Is There A Lag?," NBER Working Papers 1454, National Bureau of Economic Research, Inc.
    15. 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.
    16. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    17. Andrei S Gonçalves & Chen Xue & Lu Zhang & Stijn Van Nieuwerburgh, 2020. "Aggregation, Capital Heterogeneity, and the Investment CAPM [Decomposing firm value]," Review of Financial Studies, Society for Financial Studies, vol. 33(6), pages 2728-2771.
    18. Carol A. Corrado & Charles R. Hulten, 2010. "How Do You Measure a "Technological Revolution"?," American Economic Review, American Economic Association, vol. 100(2), pages 99-104, May.
    19. Baruch Lev & Suresh Radhakrishnan, 2005. "The Valuation of Organization Capital," NBER Chapters, in: Measuring Capital in the New Economy, pages 73-110, National Bureau of Economic Research, Inc.
    20. 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.
    21. Hamermesh, Daniel S, 1995. "Labour Demand and the," Economic Journal, Royal Economic Society, vol. 105(430), pages 620-634, May.
    22. Andrew B. Abel & Janice C. Eberly, 1996. "Optimal Investment with Costly Reversibility," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(4), pages 581-593.
    23. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    24. 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.
    25. Maria Ana Vitorino, 2014. "Understanding the Effect of Advertising on Stock Returns and Firm Value: Theory and Evidence from a Structural Model," Management Science, INFORMS, vol. 60(1), pages 227-245, January.
    26. Goncalves, Andrei & Xue, Chen & Zhang, Lu, 2017. "Aggregation, Capital Heterogeneity, and the Investment CAPM," Working Paper Series 2017-19, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    27. Chirinko, Robert S., 1993. "Multiple capital inputs, Q, and investment spending," Journal of Economic Dynamics and Control, Elsevier, vol. 17(5-6), pages 907-928.
    28. Annette Ptok & Rupinder P. Jindal & Werner J. Reinartz, 2018. "Correction to: selling, general, and administrative expense (SGA)-based metrics in marketing: conceptual and measurement challenges," Journal of the Academy of Marketing Science, Springer, vol. 46(6), pages 1012-1013, November.
    29. Peters, Ryan H. & Taylor, Lucian A., 2017. "Intangible capital and the investment-q relation," Journal of Financial Economics, Elsevier, vol. 123(2), pages 251-272.
    30. Abel, Andrew B, 1985. "A Stochastic Model of Investment, Marginal q and the Market Value of the Firm," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(2), pages 305-322, June.
    31. 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.
    32. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    33. Barnichon, Regis, 2010. "Building a composite Help-Wanted Index," Economics Letters, Elsevier, vol. 109(3), pages 175-178, December.
    34. 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.
    35. Frederico Belo & Chen Xue & Lu Zhang, 2013. "A Supply Approach to Valuation," Review of Financial Studies, Society for Financial Studies, vol. 26(12), pages 3029-3067.
    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. 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.
    2. Feng Gu & Baruch Lev & Chenqi Zhu, 2023. "All losses are not alike: Real versus accounting-driven reported losses," Review of Accounting Studies, Springer, vol. 28(3), pages 1141-1189, September.
    3. Perri, Fabrizio & Atkeson, Andy & Heathcote, Jonathan, 2022. "The End of Privilege: A Reexamination of the Net Foreign Asset Position of the United States," CEPR Discussion Papers 17268, C.E.P.R. Discussion Papers.
    4. Yuanbo Qiao & Xiaoyan Shao & Zhuolin Han & Hao Duan, 2023. "The Impact of Investments in Physical Capital, Labor, and Knowledge Capital on Enterprise Market Value: Estimation and Optimization," Mathematics, MDPI, vol. 11(18), pages 1-19, September.
    5. Patel, Pankaj C. & Oghazi, Pejvak & Arunachalam, S., 2023. "Does consumer privacy act influence firm performance in the retail industry? Evidence from a US state-level law change," Journal of Business Research, Elsevier, vol. 162(C).

    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. Yuanbo Qiao & Xiaoyan Shao & Zhuolin Han & Hao Duan, 2023. "The Impact of Investments in Physical Capital, Labor, and Knowledge Capital on Enterprise Market Value: Estimation and Optimization," Mathematics, MDPI, vol. 11(18), pages 1-19, September.
    2. Peters, Ryan H. & Taylor, Lucian A., 2017. "Intangible capital and the investment-q relation," Journal of Financial Economics, Elsevier, vol. 123(2), pages 251-272.
    3. Lu Zhang, 2017. "The Investment CAPM," European Financial Management, European Financial Management Association, vol. 23(4), pages 545-603, September.
    4. Frederico Belo & Jun Li & Xiaoji Lin & Xiaofei Zhao, 2017. "Labor-Force Heterogeneity and Asset Prices: The Importance of Skilled Labor," Review of Financial Studies, Society for Financial Studies, vol. 30(10), pages 3669-3709.
    5. Suzuki, Kazuyuki & Chida, Ryokichi, 2017. "Contribution of R&D capital to differences in Tobin's q among Japanese manufacturing firms: Evidence from an investment-based asset pricing model," Journal of the Japanese and International Economies, Elsevier, vol. 43(C), pages 38-58.
    6. Jun Li, 2019. "Explaining Momentum and Value Simultaneously," Management Science, INFORMS, vol. 64(9), pages 4239-4260, September.
    7. Ewens, Michael & Peters, Ryan & Wang, Sean, 2019. "Measuring Intangible Capital with Market Prices," SocArXiv kvp2f, Center for Open Science.
    8. Kewei Hou & Haitao Mo & Chen Xue & Lu Zhang, 2019. "Which Factors?," Review of Finance, European Finance Association, vol. 23(1), pages 1-35.
    9. Cao, Viet Nga & Gray, Philip & Zhong, Angel, 2019. "Investment-related anomalies in Australia: Evidence and explanations," International Review of Financial Analysis, Elsevier, vol. 61(C), pages 97-109.
    10. Mizobata, Hirokazu, 2016. "Differing factor adjustment costs across industries: Evidence from Japan," Economic Modelling, Elsevier, vol. 54(C), pages 382-391.
    11. Maria Ana Vitorino, 2014. "Understanding the Effect of Advertising on Stock Returns and Firm Value: Theory and Evidence from a Structural Model," Management Science, INFORMS, vol. 60(1), pages 227-245, January.
    12. Winston Wei Dou & Yan Ji & David Reibstein & Wei Wu, 2021. "Inalienable Customer Capital, Corporate Liquidity, and Stock Returns," Journal of Finance, American Finance Association, vol. 76(1), pages 211-265, February.
    13. David, Joel M. & Schmid, Lukas & Zeke, David, 2022. "Risk-adjusted capital allocation and misallocation," Journal of Financial Economics, Elsevier, vol. 145(3), pages 684-705.
    14. 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.
    15. Kilic, Mete & Yang, Louis & Zhang, Miao Ben, 2022. "The cross-section of investment and profitability: Implications for asset pricing," Journal of Financial Economics, Elsevier, vol. 145(3), pages 706-724.
    16. Antonio Falato & Dalida Kadyrzhanova & Jae Sim & Roberto Steri, 2022. "Rising Intangible Capital, Shrinking Debt Capacity, and the U.S. Corporate Savings Glut," Journal of Finance, American Finance Association, vol. 77(5), pages 2799-2852, October.
    17. 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.
    18. Xiaoji Lin & Fan Yang & Frederico Belo, 2014. "External Equity Financing Costs, Financial Flows, and Asset Prices," 2014 Meeting Papers 863, Society for Economic Dynamics.
    19. Giovanni Dell’Ariccia & Dalida Kadyrzhanova & Camelia Minoiu & Lev Ratnovski, 2021. "Bank Lending in the Knowledge Economy," Review of Financial Studies, Society for Financial Studies, vol. 34(10), pages 5036-5076.
    20. Roth, Felix & Sen, Ali & Rammer, Christian, 2021. "Intangible Capital and Firm-Level Productivity – Evidence from Germany," Hamburg Discussion Papers in International Economics 9, University of Hamburg, Department of Economics.

    More about this item

    Keywords

    Valuation; Neoclassical investment; Structural estimation; Intangibles;
    All these keywords.

    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

    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:eee:jfinec:v:143:y:2022:i:2:p:619-639. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505576 .

    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.