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Does R&D expenditure volatility affect stock return?

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  • Xiang, Erwei
  • Gasbarro, Dominic
  • Cullen, Grant
  • Ruan, Wenjuan

Abstract

The relation between the volatility of R&D expenditure and stock return may be influenced by disruptive adjustment costs, emerge from earnings management, or reflect the actions of managers attempting to control the overinvestment of technocrats. Using 5,178 publicly listed US firms from 1980 to 2018, we find a negative relation between R&D volatility and return, which is moderated by firm size. We conclude that investors react negatively to the disruptive effect of changes to R&D expenditure, except for small firms. In small firms, the benefit of the governance mechanism of varying R&D expenditure to control overinvestment outweighs the cost of disruption.

Suggested Citation

  • Xiang, Erwei & Gasbarro, Dominic & Cullen, Grant & Ruan, Wenjuan, 2020. "Does R&D expenditure volatility affect stock return?," Journal of Contemporary Accounting and Economics, Elsevier, vol. 16(3).
  • Handle: RePEc:eee:jocaae:v:16:y:2020:i:3:s1815566920300254
    DOI: 10.1016/j.jcae.2020.100211
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    as
    1. 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.
    2. Darwin V. Neher, 1999. "Staged Financing: An Agency Perspective," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(2), pages 255-274.
    3. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    4. Tim Swift, 2013. "R&D Expenditure Volatility And Firm Performance: Organizational And Environmental Contexts," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 10(04), pages 1-21.
    5. Chan, Su Han & Martin, John D. & Kensinger, John W., 1990. "Corporate research and development expenditures and share value," Journal of Financial Economics, Elsevier, vol. 26(2), pages 255-276, August.
    6. Lamont, Owen & Polk, Christopher & Saa-Requejo, Jesus, 2001. "Financial Constraints and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 14(2), pages 529-554.
    7. Greenwald, Bruce & Stiglitz, Joseph E & Weiss, Andrew, 1984. "Informational Imperfections in the Capital Market and Macroeconomic Fluctuations," American Economic Review, American Economic Association, vol. 74(2), pages 194-199, May.
    8. Yasemin Y. Kor & Joseph T. Mahoney, 2005. "How dynamics, management, and governance of resource deployments influence firm‐level performance," Strategic Management Journal, Wiley Blackwell, vol. 26(5), pages 489-496, May.
    9. Hall, Bronwyn H., 1992. "Investment and Research and Development at the Firm Level: Does the Source of Financing Matter?," Department of Economics, Working Paper Series qt5j59j6x3, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    10. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    11. Donald C. Hambrick & Ian C. MacMillan & Ricardo R. Barbosa, 1983. "Business Unit Strategy and Changes in the Product R&D Budget," Management Science, INFORMS, vol. 29(7), pages 757-769, July.
    12. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    13. Bernardo, Antonio E. & Cai, Hongbin & Luo, Jiang, 2001. "Capital budgeting and compensation with asymmetric information and moral hazard," Journal of Financial Economics, Elsevier, vol. 61(3), pages 311-344, September.
    14. Degeorge, Francois & Patel, Jayendu & Zeckhauser, Richard, 1999. "Earnings Management to Exceed Thresholds," The Journal of Business, University of Chicago Press, vol. 72(1), pages 1-33, January.
    15. Kang, Taewon & Baek, Chulwoo & Lee, Jeong-Dong, 2017. "The persistency and volatility of the firm R&D investment: Revisited from the perspective of technological capability," Research Policy, Elsevier, vol. 46(9), pages 1570-1579.
    16. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    17. Gompers, Paul A, 1995. "Optimal Investment, Monitoring, and the Staging of Venture Capital," Journal of Finance, American Finance Association, vol. 50(5), pages 1461-1489, December.
    18. Semenov, Andrei, 2015. "The small-cap effect in the predictability of individual stock returns," International Review of Economics & Finance, Elsevier, vol. 38(C), pages 178-197.
    19. Kent Daniel & Sheridan Titman & K.C. John Wei, 2001. "Explaining the Cross‐Section of Stock Returns in Japan: Factors or Characteristics?," Journal of Finance, American Finance Association, vol. 56(2), pages 743-766, April.
    20. Lev, Baruch & Sougiannis, Theodore, 1996. "The capitalization, amortization, and value-relevance of R&D," Journal of Accounting and Economics, Elsevier, vol. 21(1), pages 107-138, February.
    21. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    22. Zhang, Wei, 2015. "R&D investment and distress risk," Journal of Empirical Finance, Elsevier, vol. 32(C), pages 94-114.
    23. Michael C. Jensen, 2005. "Agency Costs of Overvalued Equity," Financial Management, Financial Management Association, vol. 34(1), Spring.
    24. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    25. Baruch Lev & Theodore Sougiannis, 1999. "Penetrating the Book-to-Market Black Box: The R&D Effect," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(3-4), pages 419-449.
    26. Dongmei Li, 2011. "Financial Constraints, R&D Investment, and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 24(9), pages 2974-3007.
    27. Gu, Lifeng, 2016. "Product market competition, R&D investment, and stock returns," Journal of Financial Economics, Elsevier, vol. 119(2), pages 441-455.
    28. Zantout, Zaher Z & Tsetsekos, George P, 1994. "The Wealth Effects of Announcements of R&D Expenditure Increases," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 17(2), pages 205-216, Summer.
    29. Rahim Bah & Pascal Dumontier, 2001. "R&D Intensity and Corporate Financial Policy: Some International Evidence," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(5‐6), pages 671-692, June.
    30. Enomoto, Masahiro & Kimura, Fumihiko & Yamaguchi, Tomoyasu, 2015. "Accrual-based and real earnings management: An international comparison for investor protection," Journal of Contemporary Accounting and Economics, Elsevier, vol. 11(3), pages 183-198.
    31. repec:bla:jfinan:v:59:y:2004:i:2:p:623-650 is not listed on IDEAS
    32. Zaher Z. Zantout & George P. Tsetsekos, 1994. "The Wealth Effects Of Announcements Of R&D Expenditure Increases," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 17(2), pages 205-216, June.
    33. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    34. Baruch Lev & Bharat Sarath & Theodore Sougiannis, 2005. "R&D Reporting Biases and Their Consequences," Contemporary Accounting Research, John Wiley & Sons, vol. 22(4), pages 977-1026, December.
    35. Rahim Bah & Pascal Dumontier, 2001. "R&D Intensity and Corporate Financial Policy: Some International Evidence," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(5-6), pages 671-692.
    36. Brown, James R. & Petersen, Bruce C., 2011. "Cash holdings and R&D smoothing," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 694-709, June.
    37. Baruch Lev & Theodore Sougiannis, 1999. "Penetrating the Book‐to‐Market Black Box: The R&D Effect," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 26(3‐4), pages 419-449, April.
    38. Patel, Pankaj C. & Guedes, Maria João & Soares, Nuno & da Conceição Gonçalves, Vítor, 2018. "Strength of the association between R&D volatility and firm growth: The roles of corporate governance and tangible asset volatility," Journal of Business Research, Elsevier, vol. 88(C), pages 282-288.
    39. Mudambi, Ram & Swift, Tim, 2011. "Proactive R&D management and firm growth: A punctuated equilibrium model," Research Policy, Elsevier, vol. 40(3), pages 429-440, April.
    40. Himmelberg, Charles P & Petersen, Bruce C, 1994. "R&D and Internal Finance: A Panel Study of Small Firms in High-Tech Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 38-51, February.
    41. Howard Kung & Lukas Schmid, 2015. "Innovation, Growth, and Asset Prices," Journal of Finance, American Finance Association, vol. 70(3), pages 1001-1037, June.
    42. Chen, Shenglan & Lin, Bingxuan & Lu, Rui & Ma, Hui, 2016. "Pay for accounting performance and R&D investment: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 44(C), pages 142-153.
    43. Allan Eberhart & William Maxwell & Akhtar Siddique, 2008. "A Reexamination of the Tradeoff between the Future Benefit and Riskiness of R&D Increases," Journal of Accounting Research, Wiley Blackwell, vol. 46(1), pages 27-52, March.
    44. Berger, Pg, 1993. "Explicit And Implicit Tax Effects Of The Research-And-Development Tax Credit," Journal of Accounting Research, Wiley Blackwell, vol. 31(2), pages 131-171.
    45. Stein, Jeremy C., 2003. "Agency, information and corporate investment," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 2, pages 111-165, Elsevier.
    46. Bjorn Lovas & Sumantra Ghoshal, 2000. "Strategy as guided evolution," Strategic Management Journal, Wiley Blackwell, vol. 21(9), pages 875-896, September.
    47. Elliott, J & Richardson, G & Dyckman, T & Dukes, R, 1984. "The Impact Of Sfas No-2 On Firm Expenditures On Research And Development - Replications And Extensions," Journal of Accounting Research, Wiley Blackwell, vol. 22(1), pages 85-102.
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    Cited by:

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    More about this item

    Keywords

    R&D expenditure volatility; Stock return; Earnings management; Adjustment costs; Overinvestment-control;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • 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

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