IDEAS home Printed from https://ideas.repec.org/a/bla/joares/v60y2022i4p1551-1582.html
   My bibliography  Save this article

Intangible Investments, Scaling, and the Trend in the Accrual–Cash Flow Association

Author

Listed:
  • JEREMIAH GREEN
  • HENOCK LOUIS
  • JALAL SANI

Abstract

We provide evidence that the documented weakening of the accrual–cash flow association results not from a loss of accrual accounting usefulness per se, but from the deviation from accrual accounting as it relates to intangible investments. More specifically, the weakening of the negative association is driven by the combined effects of (1) increasing intangible investments, (2) the practice of expensing rather than capitalizing intangible investments, and (3) scaling accruals and cash flows by book value of assets, which are understated for intangible‐intensive firms. Treating intangible expenditures as capitalized investments and scaling accruals and cash flows by market value of equity, which reflects the value of intangible investments, (1) substantially strengthens the negative association between accruals and cash flows and (2) practically eliminates the apparent weakening trend in the association.

Suggested Citation

  • Jeremiah Green & Henock Louis & Jalal Sani, 2022. "Intangible Investments, Scaling, and the Trend in the Accrual–Cash Flow Association," Journal of Accounting Research, Wiley Blackwell, vol. 60(4), pages 1551-1582, September.
  • Handle: RePEc:bla:joares:v:60:y:2022:i:4:p:1551-1582
    DOI: 10.1111/1475-679X.12414
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1475-679X.12414
    Download Restriction: no

    File URL: https://libkey.io/10.1111/1475-679X.12414?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
    ---><---

    References listed on IDEAS

    as
    1. Peter D. Easton & Gregory A. Sommers, 2003. "Scale and the Scale Effect in Market-based Accounting Research," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(1-2), pages 25-56.
    2. Brown, Stephen & Lo, Kin & Lys, Thomas, 1999. "Use of R2 in accounting research: measuring changes in value relevance over the last four decades," Journal of Accounting and Economics, Elsevier, vol. 28(2), pages 83-115, December.
    3. Srivastava, Anup, 2014. "Why have measures of earnings quality changed over time?," Journal of Accounting and Economics, Elsevier, vol. 57(2), pages 196-217.
    4. Campello, Murillo & Giambona, Erasmo, 2013. "Real Assets and Capital Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(5), pages 1333-1370, October.
    5. Steven M. Fazzari & Bruce C. Petersen, 1993. "Working Capital and Fixed Investment: New Evidence on Financing Constraints," RAND Journal of Economics, The RAND Corporation, vol. 24(3), pages 328-342, Autumn.
    6. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    7. Paul Hribar & Daniel W. Collins, 2002. "Errors in Estimating Accruals: Implications for Empirical Research," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 105-134, March.
    8. Fabbri, Daniela & Menichini, Anna Maria C., 2010. "Trade credit, collateral liquidation, and borrowing constraints," Journal of Financial Economics, Elsevier, vol. 96(3), pages 413-432, June.
    9. Mulford, Cw, 1985. "The Importance Of A Market Value Measurement Of Debt In Leverage Ratios - Replication And Extensions," Journal of Accounting Research, Wiley Blackwell, vol. 23(2), pages 897-906.
    10. 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.
    11. 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.
    12. Dechow, Patricia M., 1994. "Accounting earnings and cash flows as measures of firm performance : The role of accounting accruals," Journal of Accounting and Economics, Elsevier, vol. 18(1), pages 3-42, July.
    13. Robert M. Bushman & Alina Lerman & X. Frank Zhang, 2016. "The Changing Landscape of Accrual Accounting," Journal of Accounting Research, Wiley Blackwell, vol. 54(1), pages 41-78, March.
    14. Mary E. Barth & Greg Clinch, 2009. "Scale Effects in Capital Markets‐Based Accounting Research," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(3‐4), pages 253-288, April.
    15. Aboody, D & Lev, B, 1998. "The value relevance of intangibles: The case of software capitalization," Journal of Accounting Research, Wiley Blackwell, vol. 36, pages 161-191.
    16. Mary E. Barth & Greg Clinch, 2009. "Scale Effects in Capital Markets-Based Accounting Research," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(3-4), pages 253-288.
    17. Parsons, Christopher & Titman, Sheridan, 2009. "Empirical Capital Structure: A Review," Foundations and Trends(R) in Finance, now publishers, vol. 3(1), pages 1-93, March.
    18. Peter D. Easton & Gregory A. Sommers, 2003. "Scale and the Scale Effect in Market‐based Accounting Research," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(1‐2), pages 25-56, January.
    19. Dechow, Patricia M. & Kothari, S. P. & L. Watts, Ross, 1998. "The relation between earnings and cash flows," Journal of Accounting and Economics, Elsevier, vol. 25(2), pages 133-168, May.
    20. Barth, Mary E. & Beaver, William H. & Landsman, Wayne R., 2001. "The relevance of the value relevance literature for financial accounting standard setting: another view," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 77-104, September.
    21. Bowman, Rg, 1980. "The Importance Of A Market-Value Measurement Of Debt In Assessing Leverage," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 242-254.
    22. Mary E. Barth & Sanjay Kallapur, 1996. "The Effects of Cross†Sectional Scale Differences on Regression Results in Empirical Accounting Research," Contemporary Accounting Research, John Wiley & Sons, vol. 13(2), pages 527-567, September.
    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. Lev, B & Zarowin, P, 1999. "The boundaries of financial reporting and how to extend them," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 353-385.
    26. Richard J. Sweeney & Arthur D. Warga & Drew Winters, 1997. "The Market Value of Debt, Market Versus Book Value of Debt, and Returns to Assets," Financial Management, Financial Management Association, vol. 26(1), Spring.
    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. Cristiano Antonelli & Gianluca Orsatti & Guido Pialli, 2023. "The knowledge-intensive direction of technological change," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(1), pages 1-27, March.
    2. Antonelli, Cristiano & Orsatti, Gianluca & Pialli, Guido, 2023. "Out of Equilibrium and Intangible Assets," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202323, University of Turin.
    3. Anup Srivastava, 2023. "Trivialization of the bottom line and losing relevance of losses," Review of Accounting Studies, Springer, vol. 28(3), pages 1190-1208, September.
    4. Krivogorsky, Victoria & Mintchik, Natalia & Alon, Anna, 2023. "Accounting research in former Soviet bloc countries: Past trends and current and future developments," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 50(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. Oliveira, Lídia & Rodrigues, Lúcia Lima & Craig, Russell, 2010. "Intangible assets and value relevance: Evidence from the Portuguese stock exchange," The British Accounting Review, Elsevier, vol. 42(4), pages 241-252.
    2. Juana Aledo Martínez & Juan Manuel García Lara & María T. González Pérez & Christos A. Grambovas, 2020. "An empirical assessment of proposed solutions for resolving scale problems in value relevance accounting research," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(4), pages 3905-3933, December.
    3. Tami Dinh Thi & Wolfgang Schultze, 2011. "Capitalizing research & development and ‘other information’: the incremental information content of accruals versus cash flows," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 22(3), pages 241-278, November.
    4. Myungsun Kim & William Kross, 2005. "The Ability of Earnings to Predict Future Operating Cash Flows Has Been Increasing—Not Decreasing," Journal of Accounting Research, Wiley Blackwell, vol. 43(5), pages 753-780, December.
    5. Niclas Andrén & Håkan Jankensgård, 2020. "Disappearing investment‐cash flow sensitivities: Earnings have not become a worse proxy for cash flow," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(5-6), pages 760-785, May.
    6. Wei Jiang & Yun Shen, 2009. "Discussion of Scale Effects in Capital Markets‐Based Accounting Research," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(3‐4), pages 289-296, April.
    7. Gjerde, Øystein & Knivsflå, Kjell & Sættem, Frode, 2011. "The value relevance of financial reporting in Norway 1965-2004," Scandinavian Journal of Management, Elsevier, vol. 27(1), pages 113-128, March.
    8. Nallareddy, Suresh & Sethuraman, Mani & Venkatachalam, Mohan, 2020. "Changes in accrual properties and operating environment: Implications for cash flow predictability," Journal of Accounting and Economics, Elsevier, vol. 69(2).
    9. Dechow, Patricia & Ge, Weili & Schrand, Catherine, 2010. "Understanding earnings quality: A review of the proxies, their determinants and their consequences," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 344-401, December.
    10. Veith, Stefan & Werner, Jörg R., 2014. "Comparative Value Relevance Studies: Country Differences Versus Specification Effects," The International Journal of Accounting, Elsevier, vol. 49(3), pages 301-330.
    11. Mary E. Barth & Greg Clinch, 2009. "Scale Effects in Capital Markets‐Based Accounting Research," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(3‐4), pages 253-288, April.
    12. Atoche, Teresa duarte & Pérez lópez, José ángel & Camúñez ruiz, Jose antonio, 2012. "La relevancia de los gastos de I+D. Estudio empírico en el sector del automóvil," Revista de Contabilidad - Spanish Accounting Review, Elsevier, vol. 15(2), pages 257-286.
    13. Palea, Vera, 2014. "Are IFRS value-relevant for separate financial statements? Evidence from the Italian stock market," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 23(1), pages 1-17.
    14. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    15. Vera Palea, 2012. "Are IFRS Value-Relevant for Separate Financial Statements? Evidence from the Italian Stock Market," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201211, University of Turin.
    16. Jung Ho Choi, 2021. "Accrual Accounting and Resource Allocation: A General Equilibrium Analysis," Journal of Accounting Research, Wiley Blackwell, vol. 59(4), pages 1179-1219, September.
    17. Hyunwoo Choi & Ingoo Han & Jaywon Lee, 2020. "Value Relevance of Corporate Environmental Performance: A Comprehensive Analysis of Performance Indicators Using Korean Data," Sustainability, MDPI, vol. 12(17), pages 1-25, September.
    18. Palea Vera, 2013. "Capital Market Effects of the IFRS Adoption for Separate Financial Statements: Evidence from the Italian Stock Market," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201309, University of Turin.
    19. Gaëlle Lenormand & Lionel Touchais, 2008. "La pertinence des actifs incorporels avec les IFRS," Revue Finance Contrôle Stratégie, revues.org, vol. 11(2), pages 173-201, June.
    20. Robert M. Bushman & Alina Lerman & X. Frank Zhang, 2016. "The Changing Landscape of Accrual Accounting," Journal of Accounting Research, Wiley Blackwell, vol. 54(1), pages 41-78, March.

    More about this item

    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:bla:joares:v:60:y:2022:i:4:p:1551-1582. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0021-8456 .

    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.