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Missing R&D

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  • Koh, Ping-Sheng
  • Reeb, David M.

Abstract

We investigate whether missing R&D expenditures in financial statements indicates a lack of innovation activity. Patent records reveal that 10.5% of missing R&D firms file and receive patents, which is 14 times greater than zero R&D firms. Pseudo-Blank R&D firms (missing R&D firms with patent activity) demonstrate patent filings analogous to the bottom 90–95% of the positive R&D population. Multivariate difference-in-differences tests indicate that Pseudo-Blank R&D firms are more likely to report R&D after an exogenous auditor change. Finally, we provide simple Monte Carlo simulations to evaluate different methods to handle missing R&D in empirical research.

Suggested Citation

  • Koh, Ping-Sheng & Reeb, David M., 2015. "Missing R&D," Journal of Accounting and Economics, Elsevier, vol. 60(1), pages 73-94.
    • Handle: RePEc:eee:jaecon:v:60:y:2015:i:1:p:73-94
    DOI: 10.1016/j.jacceco.2015.03.004
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    as
    1. Lanjouw, Jean O & Schankerman, Mark, 2001. "Characteristics of Patent Litigation: A Window on Competition," RAND Journal of Economics, The RAND Corporation, vol. 32(1), pages 129-151, Spring.
    2. Anderson, Ronald C. & Duru, Augustine & Reeb, David M., 2009. "Founders, heirs, and corporate opacity in the United States," Journal of Financial Economics, Elsevier, vol. 92(2), pages 205-222, May.
    3. Gambardella, Alfonso & Giuri, Paola & Luzzi, Alessandra, 2007. "The market for patents in Europe," Research Policy, Elsevier, vol. 36(8), pages 1163-1183, October.
    4. Petra Moser & Tom Nicholas, 2004. "Was Electricity a General Purpose Technology? Evidence from Historical Patent Citations," American Economic Review, American Economic Association, vol. 94(2), pages 388-394, May.
    5. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    6. Kothavala, Kazbi, 2003. "Proportional consolidation versus the equity method: A risk measurement perspective on reporting interests in joint ventures," Journal of Accounting and Public Policy, Elsevier, vol. 22(6), pages 517-538.
    7. Hall, B. & Jaffe, A. & Trajtenberg, M., 2001. "The NBER Patent Citations Data File: Lessons, Insights and Methodological Tools," Papers 2001-29, Tel Aviv.
    8. Paul M. Healy & Amy P. Hutton & Krishna G. Palepu, 1999. "Stock Performance and Intermediation Changes Surrounding Sustained Increases in Disclosure," Contemporary Accounting Research, John Wiley & Sons, vol. 16(3), pages 485-520, September.
    9. Leuz, C & Verrecchia, RE, 2000. "The economic consequences of increased disclosure," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 91-124.
    10. Kleinknecht, Alfred & Reijnen, Jeroen O. N., 1991. "More evidence on the undercounting of small firm R&D," Research Policy, Elsevier, vol. 20(6), pages 579-587, December.
    11. Josh Lerner & Julie Wulf, 2007. "Innovation and Incentives: Evidence from Corporate R&D," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 634-644, November.
    12. Dye, Ra, 1985. "Strategic Accounting Choice And The Effects Of Alternative Financial-Reporting Requirements," Journal of Accounting Research, Wiley Blackwell, vol. 23(2), pages 544-574.
    13. Arundel, Anthony, 2001. "The relative effectiveness of patents and secrecy for appropriation," Research Policy, Elsevier, vol. 30(4), pages 611-624, April.
    14. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2000. "Protecting Their Intellectual Assets: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (or Not)," NBER Working Papers 7552, National Bureau of Economic Research, Inc.
    15. Gaver, Jennifer J. & Gaver, Kenneth M., 1993. "Additional evidence on the association between the investment opportunity set and corporate financing, dividend, and compensation policies," Journal of Accounting and Economics, Elsevier, vol. 16(1-3), pages 125-160, April.
    16. Horwitz, Bn & Kolodny, R, 1980. "The Economic-Effects Of Involuntary Uniformity In The Financial-Reporting Of R And D Expenditures," Journal of Accounting Research, Wiley Blackwell, vol. 18, pages 38-74.
    17. Hall, Bronwyn H. & Oriani, Raffaele, 2006. "Does the market value R&D investment by European firms? Evidence from a panel of manufacturing firms in France, Germany, and Italy," International Journal of Industrial Organization, Elsevier, vol. 24(5), pages 971-993, September.
    18. Josh Lerner, 2002. "150 Years of Patent Protection," American Economic Review, American Economic Association, vol. 92(2), pages 221-225, May.
    19. Gigler, F, 1994. "Self-Enforcing Voluntary Disclosures," Journal of Accounting Research, Wiley Blackwell, vol. 32(2), pages 224-240.
    20. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    21. Bessen, James, 2008. "The value of U.S. patents by owner and patent characteristics," Research Policy, Elsevier, vol. 37(5), pages 932-945, June.
    22. Manuel Trajtenberg & Rebecca Henderson & Adam Jaffe, 1997. "University Versus Corporate Patents: A Window On The Basicness Of Invention," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 5(1), pages 19-50.
    23. Dye, Ra & Sridhar, Ss, 1995. "Industry-Wide Disclosure Dynamics," Journal of Accounting Research, Wiley Blackwell, vol. 33(1), pages 157-174.
    24. Kortum, Samuel, 1993. "Equilibrium R&D and the Patent-R&D Ratio: U.S. Evidence," American Economic Review, American Economic Association, vol. 83(2), pages 450-457, May.
    25. Nancy T. Gallini, 2002. "The Economics of Patents: Lessons from Recent U.S. Patent Reform," Journal of Economic Perspectives, American Economic Association, vol. 16(2), pages 131-154, Spring.
    26. Mark Schankerman, 1998. "How Valuable is Patent Protection? Estimates by Technology Field," RAND Journal of Economics, The RAND Corporation, vol. 29(1), pages 77-107, Spring.
    27. Lo, Kin, 2010. "Materiality and voluntary disclosures," Journal of Accounting and Economics, Elsevier, vol. 49(1-2), pages 133-135, February.
    28. Layne-Farrar, Anne & Lerner, Josh, 2011. "To join or not to join: Examining patent pool participation and rent sharing rules," International Journal of Industrial Organization, Elsevier, vol. 29(2), pages 294-303, March.
    29. Reitzig, Markus, 2003. "What determines patent value?: Insights from the semiconductor industry," Research Policy, Elsevier, vol. 32(1), pages 13-26, January.
    30. Arundel, Anthony & Kabla, Isabelle, 1998. "What percentage of innovations are patented? empirical estimates for European firms," Research Policy, Elsevier, vol. 27(2), pages 127-141, June.
    31. Jean O. Lanjouw & Mark Schankerman, 2004. "Patent Quality and Research Productivity: Measuring Innovation with Multiple Indicators," Economic Journal, Royal Economic Society, vol. 114(495), pages 441-465, April.
    32. Healy, Paul M. & Palepu, Krishna G., 2001. "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 405-440, September.
    33. Michael J. Fishman & Kathleen M. Hagerty, 1990. "The Optimal Amount of Discretion to Allow in Disclosure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(2), pages 427-444.
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    Cited by:

    1. Xu, Mingli & Kong, Gaowen & Kong, Dongmin, 2017. "Does wage justice hamper creativity? Pay gap and firm innovation in China," China Economic Review, Elsevier, vol. 44(C), pages 186-202.

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    More about this item

    Keywords

    M41; O32; D83; Research and Development; R&D reporting; Disclosure; Blank R&D; R&D simulation;
    All these keywords.

    JEL classification:

    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness

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