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A Measure of Competition Based on 10‐K Filings

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  • FENG LI
  • RUSSELL LUNDHOLM
  • MICHAEL MINNIS

Abstract

In this paper we develop a measure of competition based on management's disclosures in their 10‐K filing and find that firms’ rates of diminishing marginal returns on new and existing investment vary significantly with our measure. We show that these firm‐level disclosures are related to existing industry‐level measures of disclosure (e.g., Herfindahl index), but capture something distinctly new. In particular, we show that the measure has both across‐industry variation and within‐industry variation, and each is related to the firm's future rates of diminishing marginal returns. As such, our measure is a useful complement to existing measures of competition. We present a battery of specification tests designed to explore the boundaries of our measure and how it varies with the definition of industry and the presence of other measures of competition.

Suggested Citation

  • Feng Li & Russell Lundholm & Michael Minnis, 2013. "A Measure of Competition Based on 10‐K Filings," Journal of Accounting Research, Wiley Blackwell, vol. 51(2), pages 399-436, May.
  • Handle: RePEc:bla:joares:v:51:y:2013:i:2:p:399-436
    DOI: 10.1111/j.1475-679X.2012.00472.x
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    1. Warusawitharana, Missaka, 2008. "Corporate asset purchases and sales: Theory and evidence," Journal of Financial Economics, Elsevier, vol. 87(2), pages 471-497, February.
    2. Hayes, RM & Lundholm, R, 1996. "Segment reporting to the capital market in the presence of a competitor," Journal of Accounting Research, Wiley Blackwell, vol. 34(2), pages 261-279.
    3. Fama, Eugene F & French, Kenneth R, 2000. "Forecasting Profitability and Earnings," The Journal of Business, University of Chicago Press, vol. 73(2), pages 161-175, April.
    4. Sanjeev Bhojraj & Charles M. C. Lee & Derek K. Oler, 2003. "What's My Line? A Comparison of Industry Classification Schemes for Capital Market Research," Journal of Accounting Research, Wiley Blackwell, vol. 41(5), pages 745-774, December.
    5. George J. Stigler, 1963. "Front matter, "Capital and Rates of Return in Manufacturing Industries" including Preface," NBER Chapters, in: Capital and Rates of Return in Manufacturing Industries, pages -21--9, National Bureau of Economic Research, Inc.
    6. Patricia M. Fairfield & Sundaresh Ramnath & Teri Lombardi Yohn, 2009. "Do Industry‐Level Analyses Improve Forecasts of Financial Performance?," Journal of Accounting Research, Wiley Blackwell, vol. 47(1), pages 147-178, March.
    7. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    8. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    9. Ashiq Ali & Sandy Klasa & Eric Yeung, 2009. "The Limitations of Industry Concentration Measures Constructed with Compustat Data: Implications for Finance Research," The Review of Financial Studies, Society for Financial Studies, vol. 22(10), pages 3839-3871, October.
    10. George J. Stigler, 1963. "Introduction to "Capital and Rates of Return in Manufacturing Industries"," NBER Chapters, in: Capital and Rates of Return in Manufacturing Industries, pages 3-10, National Bureau of Economic Research, Inc.
    11. Jesse A. Ellis & C. Edward Fee & Shawn E. Thomas, 2012. "Proprietary Costs and the Disclosure of Information About Customers," Journal of Accounting Research, Wiley Blackwell, vol. 50(3), pages 685-727, June.
    12. Brooks, LeRoy D & Buckmaster, Dale A, 1976. "Further Evidence on the Time Series Properties of Accounting Income," Journal of Finance, American Finance Association, vol. 31(5), pages 1359-1373, December.
    13. George J. Stigler, 1963. "Capital and Rates of Return in Manufacturing Industries," NBER Books, National Bureau of Economic Research, Inc, number stig63-1, March.
    14. Victoria Dickinson & Gregory A. Sommers, 2012. "Which Competitive Efforts Lead to Future Abnormal Economic Rents? Using Accounting Ratios to Assess Competitive Advantage," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 39(3-4), pages 360-398, April.
    15. Steven R. Grenadier, 2002. "Option Exercise Games: An Application to the Equilibrium Investment Strategies of Firms," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 691-721.
    16. George J. Stigler, 1963. "Errata Statement for "Capital and Rates of Return in Manufacturing Industries"," NBER Chapters, in: Capital and Rates of Return in Manufacturing Industries, pages 2-8, National Bureau of Economic Research, Inc.
    17. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    18. Karuna, Christo, 2007. "Industry product market competition and managerial incentives," Journal of Accounting and Economics, Elsevier, vol. 43(2-3), pages 275-297, July.
    19. Harris, MS, 1998. "The association between competition and managers' business segment reporting decisions," Journal of Accounting Research, Wiley Blackwell, vol. 36(1), pages 111-128.
    20. Wagenhofer, Alfred, 1990. "Voluntary disclosure with a strategic opponent," Journal of Accounting and Economics, Elsevier, vol. 12(4), pages 341-363, March.
    21. Gerard Hoberg & Gordon Phillips, 2010. "Product Market Synergies and Competition in Mergers and Acquisitions: A Text-Based Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3773-3811, October.
    22. Leuz, Christian & Pfaff, Dieter & Hopwood, Anthony (ed.), 2004. "The Economics and Politics of Accounting: International Perspectives on Trends, Policy, and Practice," OUP Catalogue, Oxford University Press, number 9780199260621.
    23. Dedman, Elisabeth & Lennox, Clive, 2009. "Perceived competition, profitability and the withholding of information about sales and the cost of sales," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 210-230, December.
    24. Richardson, Scott A. & Sloan, Richard G. & Soliman, Mark T. & Tuna, Irem, 2005. "Accrual reliability, earnings persistence and stock prices," Journal of Accounting and Economics, Elsevier, vol. 39(3), pages 437-485, September.
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