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Measuring Distress Risk: The Effect of R&D Intensity




Because of upward trends in research and development activity, accounting measures of financial distress have become less accurate. We document that (1) higher research and development spending increases the likelihood of misclassifying solvent firms, (2) adjusting for conservative accounting of research and development increases the number of correctly identified distressed firms, and (3) adjusted measures of distress alleviate previously documented anomalously low returns of large, high distress risk, low book-to-market firms. The results hold after updating stale parameters and under various tax assumptions. Our evidence raises concerns about interpretation of extant literature that relies on accounting measures of distress. Copyright 2007 by The American Finance Association.

Suggested Citation

  • Laurel A. Franzen & Kimberly J. Rodgers & Timothy T. Simin, 2007. "Measuring Distress Risk: The Effect of R&D Intensity," Journal of Finance, American Finance Association, vol. 62(6), pages 2931-2967, December.
  • Handle: RePEc:bla:jfinan:v:62:y:2007:i:6:p:2931-2967

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    Cited by:

    1. Dan Givoly & Carla Hayn & Sharon Katz, 2017. "The changing relevance of accounting information to debt holders over time," Review of Accounting Studies, Springer, vol. 22(1), pages 64-108, March.
    2. repec:spr:busres:v:10:y:2017:i:1:d:10.1007_s40685-016-0041-8 is not listed on IDEAS
    3. Zhang, Wei, 2015. "R&D investment and distress risk," Journal of Empirical Finance, Elsevier, vol. 32(C), pages 94-114.
    4. Demirtas, K. Ozgur & Rodgers Cornaggia, Kimberly, 2013. "Initial credit ratings and earnings management," Review of Financial Economics, Elsevier, vol. 22(4), pages 135-145.
    5. Gharbi, Sami & Sahut, Jean-Michel & Teulon, Frédéric, 2014. "R&D investments and high-tech firms' stock return volatility," Technological Forecasting and Social Change, Elsevier, vol. 88(C), pages 306-312.
    6. Henselmann, Klaus & Scherr, Elisabeth, 2012. "Content analysis of XBRL filings as an efficient supplement of bankruptcy prediction? Empirical evidence based on US GAAP annual reports," Working Papers in Accounting Valuation Auditing 2012-2, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Accounting and Auditing.
    7. Mustafa Ciftci & Masako Darrough, 2015. "What Explains the Valuation Difference between Intangible-intensive Profit and Loss Firms?," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(1-2), pages 138-166, January.

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