IDEAS home Printed from https://ideas.repec.org/a/eee/corfin/v94y2025ics092911992500118x.html

The intangible shift: Redefining the dynamics of market-to-book ratios

Author

Listed:
  • Cheng, Peter
  • Li, Lin
  • Tong, Wilson H.S.
  • Tsai, Chingfu

Abstract

We demonstrate that a persistent pattern exists in the evolution of the MTB ratio from 1999 to 2023, wherein firms with high (low) MTB ratios tend to maintain those levels over time. The persistence of the MTB ratio is independent of industry effects and cannot be well explained by accounting performance. Intangible investment plays a crucial role in determining the MTB ratio, and its persistence is primarily maintained through continued internal intangible investment rather than external mergers and acquisitions. Moreover, although U.S. firms have increased their investment in intangible assets over the past 25 years, the gap between high- and low-MTB firms in intangible investment has widened. Our results suggest that the basis of stock value has shifted from tangible to intangible investments over time.

Suggested Citation

  • Cheng, Peter & Li, Lin & Tong, Wilson H.S. & Tsai, Chingfu, 2025. "The intangible shift: Redefining the dynamics of market-to-book ratios," Journal of Corporate Finance, Elsevier, vol. 94(C).
  • Handle: RePEc:eee:corfin:v:94:y:2025:i:c:s092911992500118x
    DOI: 10.1016/j.jcorpfin.2025.102850
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S092911992500118X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jcorpfin.2025.102850?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    2. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W, 1994. "Contrarian Investment, Extrapolation, and Risk," Journal of Finance, American Finance Association, vol. 49(5), pages 1541-1578, December.
    3. 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.
    4. Srivastava, Anup, 2014. "Why have measures of earnings quality changed over time?," Journal of Accounting and Economics, Elsevier, vol. 57(2), pages 196-217.
    5. Peter Demerjian & Baruch Lev & Sarah McVay, 2012. "Quantifying Managerial Ability: A New Measure and Validity Tests," Management Science, INFORMS, vol. 58(7), pages 1229-1248, July.
    6. Barth, ME & Clinch, G, 1998. "Revalued financial, tangible, and intangible assets: Associations with share prices and non-market-based value estimates," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 36, pages 199-233.
    7. R. David Mclean & Jeffrey Pontiff, 2016. "Does Academic Research Destroy Stock Return Predictability?," Journal of Finance, American Finance Association, vol. 71(1), pages 5-32, February.
    8. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    9. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    10. Khan, Mozaffar & Watts, Ross L., 2009. "Estimation and empirical properties of a firm-year measure of accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 132-150, December.
    11. Mann, William, 2018. "Creditor rights and innovation: Evidence from patent collateral," Journal of Financial Economics, Elsevier, vol. 130(1), pages 25-47.
    12. Leonid Kogan & Dimitris Papanikolaou, 2014. "Growth Opportunities, Technology Shocks, and Asset Prices," Journal of Finance, American Finance Association, vol. 69(2), pages 675-718, April.
    13. Penman, SH, 1996. "The articulation of price-earnings ratios and market-to-book ratios and the evaluation of growth," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 34(2), pages 235-259.
    14. Bronwyn H. Hall & Robert E. Hall, 1993. "The Value and Performance of U.S. Corporations," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 24(1), pages 1-50.
    15. Luminita Enache & Anup Srivastava, 2018. "Should Intangible Investments Be Reported Separately or Commingled with Operating Expenses? New Evidence," Management Science, INFORMS, vol. 64(7), pages 3446-3468, July.
    16. 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.
    17. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    18. Louis K. C. Chan & Jason Karceski & Josef Lakonishok, 2003. "The Level and Persistence of Growth Rates," Journal of Finance, American Finance Association, vol. 58(2), pages 643-684, April.
    19. Thomas A. Lee & Robert W. Ingram & Thomas P. Howard, 1999. "The Difference between Earnings and Operating Cash Flow as an Indicator of Financial Reporting Fraud," Contemporary Accounting Research, John Wiley & Sons, vol. 16(4), pages 749-786, December.
    20. Mary E. Barth & Michael B. Clement & George Foster & Ron Kasznik, 1998. "Brand Values and Capital Market Valuation," Review of Accounting Studies, Springer, vol. 3(1), pages 41-68, March.
    21. Marta Ballester & Manuel Garcia-Ayuso & Joshua Livnat, 2003. "The economic value of the R&D intangible asset," European Accounting Review, Taylor & Francis Journals, vol. 12(4), pages 605-633.
    22. Sanjeev Dewan & Charles Shi & Vijay Gurbaxani, 2007. "Investigating the Risk-Return Relationship of Information Technology Investment: Firm-Level Empirical Analysis," Management Science, INFORMS, vol. 53(12), pages 1829-1842, December.
    23. 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.
    24. Givoly, Dan & Hayn, Carla, 2000. "The changing time-series properties of earnings, cash flows and accruals: Has financial reporting become more conservative?," Journal of Accounting and Economics, Elsevier, vol. 29(3), pages 287-320, June.
    25. Michael L. Lemmon & Michael R. Roberts & Jaime F. Zender, 2008. "Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 63(4), pages 1575-1608, August.
    26. Pontiff, Jeffrey & Schall, Lawrence D., 1998. "Book-to-market ratios as predictors of market returns," Journal of Financial Economics, Elsevier, vol. 49(2), pages 141-160, August.
    27. Rajiv D. Banker & Rong Huang & Ramachandran Natarajan, 2011. "Equity Incentives and Long†Term Value Created by SG&A Expenditure," Contemporary Accounting Research, John Wiley & Sons, vol. 28(3), pages 794-830, September.
    28. Baruch Lev & Srivastava Anup, 2022. "Explaining the Recent Failure of Value Investing," Critical Finance Review, now publishers, vol. 11(2), pages 333-360, May.
    29. Belo, Frederico, 2010. "Production-based measures of risk for asset pricing," Journal of Monetary Economics, Elsevier, vol. 57(2), pages 146-163, March.
    30. Fama, Eugene F & French, Kenneth R, 1995. "Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-155, March.
    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. Peter Cheng & Lin Li & Wilson H.S. Tong & Chingfu Tsai, 2025. "The Intangible Shift: Redefining the Dynamics of Market-to-Book Ratios," Post-Print hal-05302706, HAL.
    2. Lin Li, 2025. "The Role of Intangible Investment in Predicting Stock Returns: Six Decades of Evidence," Papers 2505.16336, arXiv.org.
    3. Lin Li, 2025. "The Role of Intangible Investment in Predicting Stock Returns: Six Decades of Evidence," Post-Print hal-05074264, HAL.
    4. 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.
    5. Hou, Kewei & Xue, Chen & Zhang, Lu, 2017. "Replicating Anomalies," Working Paper Series 2017-10, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    6. Eero Pätäri & Timo Leivo, 2017. "A Closer Look At Value Premium: Literature Review And Synthesis," Journal of Economic Surveys, Wiley Blackwell, vol. 31(1), pages 79-168, February.
    7. Po-Hsuan Hsu & Dongmei Li & Qin Li & Siew Hong Teoh & Kevin Tseng, 2022. "Valuation of New Trademarks," Management Science, INFORMS, vol. 68(1), pages 257-279, January.
    8. Cao, Sean & Jiang, Wei & Wang, Junbo & Yang, Baozhong, 2024. "From Man vs. Machine to Man + Machine: The art and AI of stock analyses," Journal of Financial Economics, Elsevier, vol. 160(C).
    9. Jeremiah Green & Henock Louis & Jalal Sani, 2022. "Intangible Investments, Scaling, and the Trend in the Accrual–Cash Flow Association," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 60(4), pages 1551-1582, September.
    10. Ming-Che Hu & Alex YiHou Huang & Yanzhi Wang & Dan-Liou Yu, 2024. "Book-to-market effect and product life cycle," Review of Quantitative Finance and Accounting, Springer, vol. 63(2), pages 551-577, August.
    11. Ray Ball & Gil Sadka & Ayung Tseng, 2022. "Correction to: using accounting earnings and aggregate economic indicators to estimate firm-level systematic risk," Review of Accounting Studies, Springer, vol. 27(2), pages 647-648, June.
    12. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    13. Anton Astakhov & Tomas Havranek & Jiri Novak, 2019. "Firm Size And Stock Returns: A Quantitative Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 33(5), pages 1463-1492, December.
    14. repec:osf:socarx:kvp2f_v1 is not listed on IDEAS
    15. Stephen H. Penman & Francesco Reggiani & Scott A. Richardson & İrem Tuna, 2018. "A framework for identifying accounting characteristics for asset pricing models, with an evaluation of book‐to‐price," European Financial Management, European Financial Management Association, vol. 24(4), pages 488-520, September.
    16. Chen, Hung-Kun & Hu, Shing-yang, 2024. "Insider pledging: Its information content and forced sale," Journal of Corporate Finance, Elsevier, vol. 89(C).
    17. Li, Huixuan & Chen, Jing & Zhang, Manling & Tang, Ya, 2025. "The role of capital expansion in stock evaluation: A variance decomposition approach," Journal of Economic Dynamics and Control, Elsevier, vol. 177(C).
    18. Montone, Maurizio, 2023. "Beta, value, and growth: Do dichotomous risk-preferences explain stock returns?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 39(C).
    19. Ahmad Haboub & Aris Kartsaklas & Vasilis Sarafidis, 2025. "Residual Income Valuation and Stock Returns: Evidence from a Value-to-Price Investment Strategy," Papers 2506.00206, arXiv.org.
    20. Michael Ewens & Ryan H. Peters & Sean Wang, 2025. "Measuring Intangible Capital with Market Prices," Management Science, INFORMS, vol. 71(1), pages 407-427, January.
    21. Aneel Iqbal & Shiva Rajgopal & Anup Srivastava & Rong Zhao, 2025. "A Better Estimate of Internally Generated Intangible Capital," Management Science, INFORMS, vol. 71(1), pages 731-752, January.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

    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:corfin:v:94:y:2025:i:c:s092911992500118x. 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/jcorpfin .

    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.