IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v57y2011i9p1594-1609.html
   My bibliography  Save this article

The Stock Market in the Driver's Seat! Implications for R&D and Marketing

Author

Listed:
  • Anindita Chakravarty

    (Department of Marketing and Distribution, Terry College of Business, University of Georgia, Athens, Georgia 30602)

  • Rajdeep Grewal

    (Department of Marketing, Smeal College of Business, Pennsylvania State University, University Park, Pennsylvania 16802)

Abstract

The budgets for research and development (R&D) and marketing should be determined by managers to attain product market advantages. However, in response to investor expectations for short-term stock returns, managers may modify these budgets myopically to avoid unexpected short-term earnings shortfalls, at the cost of long-term profitability. We propose that the past behavior of firm stock returns and volatility may create investor expectations of short-term financial performance, which drives managers to modify either R&D or marketing budgets or both. In the context of high-technology firms, a Bayesian vector autoregression model, supported by content analysis, shows that few firms exhibit high levels of managerial myopia by simultaneously cutting both R&D and marketing budgets; instead, firms display moderate myopic reactions, in the form of unanticipated decreases in R&D budgets but increased budgets for marketing functions. The tendency to manage myopically in response to past stock returns and volatility increases as firm size or industry concentration decrease. This paper was accepted by Pradeep Chintagunta and Preyas Desai, special issue editors. This paper was accepted by Pradeep Chintagunta and Preyas Desai, special issue editors.

Suggested Citation

  • Anindita Chakravarty & Rajdeep Grewal, 2011. "The Stock Market in the Driver's Seat! Implications for R&D and Marketing," Management Science, INFORMS, vol. 57(9), pages 1594-1609, March.
  • Handle: RePEc:inm:ormnsc:v:57:y:2011:i:9:p:1594-1609
    DOI: 10.1287/mnsc.1110.1317
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.1110.1317
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.1110.1317?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. Lakonishok, Josef & Shleifer, Andrei & Vishny, Robert W, 1994. "Contrarian Investment, Extrapolation, and Risk," Journal of Finance, American Finance Association, vol. 49(5), pages 1541-1578, December.
    2. Binder, Michael & Hsiao, Cheng & Pesaran, M. Hashem, 2005. "Estimation And Inference In Short Panel Vector Autoregressions With Unit Roots And Cointegration," Econometric Theory, Cambridge University Press, vol. 21(4), pages 795-837, August.
    3. Gabriel Perez‐Quiros & Allan Timmermann, 2000. "Firm Size and Cyclical Variations in Stock Returns," Journal of Finance, American Finance Association, vol. 55(3), pages 1229-1262, June.
    4. Konan Chan & Louis K. C. Chan & Narasimhan Jegadeesh & Josef Lakonishok, 2006. "Earnings Quality and Stock Returns," The Journal of Business, University of Chicago Press, vol. 79(3), pages 1041-1082, May.
    5. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    6. Grinblatt, Mark & Moskowitz, Tobias J., 2004. "Predicting stock price movements from past returns: the role of consistency and tax-loss selling," Journal of Financial Economics, Elsevier, vol. 71(3), pages 541-579, March.
    7. Karl B. Diether & Christopher J. Malloy & Anna Scherbina, 2002. "Differences of Opinion and the Cross Section of Stock Returns," Journal of Finance, American Finance Association, vol. 57(5), pages 2113-2141, October.
    8. Ang, Andrew & Hodrick, Robert J. & Xing, Yuhang & Zhang, Xiaoyan, 2009. "High idiosyncratic volatility and low returns: International and further U.S. evidence," Journal of Financial Economics, Elsevier, vol. 91(1), pages 1-23, January.
    9. Doukas, John & Switzer, Lorne, 1992. "The stock market's valuation of R&D spending and market concentration," Journal of Economics and Business, Elsevier, vol. 44(2), pages 95-114, May.
    10. Litterman, Robert B, 1986. "Forecasting with Bayesian Vector Autoregressions-Five Years of Experience," Journal of Business & Economic Statistics, American Statistical Association, vol. 4(1), pages 25-38, January.
    11. Jan-Benedict E. M. Steenkamp & Vincent R. Nijs & Dominique M. Hanssens & Marnik G. Dekimpe, 2005. "Competitive Reactions to Advertising and Promotion Attacks," Marketing Science, INFORMS, vol. 24(1), pages 35-54, September.
    12. Brent A. Gloy & Timothy G. Baker, 2002. "The Importance of Financial Leverage and Risk Aversion in Risk-Management Strategy Selection," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 1130-1143.
    13. Yuri Mishina & Timothy G. Pollock & Joseph F. Porac, 2004. "Are more resources always better for growth? Resource stickiness in market and product expansion," Strategic Management Journal, Wiley Blackwell, vol. 25(12), pages 1179-1197, December.
    14. Artyom Durnev & Randall Morck & Bernard Yeung & Paul Zarowin, 2003. "Does Greater Firm‐Specific Return Variation Mean More or Less Informed Stock Pricing?," Journal of Accounting Research, Wiley Blackwell, vol. 41(5), pages 797-836, December.
    15. Bartov, Eli & Givoly, Dan & Hayn, Carla, 2002. "The rewards to meeting or beating earnings expectations," Journal of Accounting and Economics, Elsevier, vol. 33(2), pages 173-204, June.
    16. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    17. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    18. Robert Vossen, 1999. "Market Power, Industrial Concentration and Innovative Activity," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 15(4), pages 367-378, December.
    19. GrahamJr., Roger C. & Frankenberger, Kristina D., 2000. "The Contribution of Changes in Advertising Expenditures to Earnings and Market Values," Journal of Business Research, Elsevier, vol. 50(2), pages 149-155, November.
    20. Louis K. C. Chan & Josef Lakonishok & Theodore Sougiannis, 2001. "The Stock Market Valuation of Research and Development Expenditures," Journal of Finance, American Finance Association, vol. 56(6), pages 2431-2456, December.
    21. Raffaele Oriani & Maurizio Sobrero, 2008. "Uncertainty and the market valuation of R&D within a real options logic," Strategic Management Journal, Wiley Blackwell, vol. 29(4), pages 343-361, April.
    22. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    23. Leone, Andrew J. & Wu, Joanna Shuang & Zimmerman, Jerold L., 2006. "Asymmetric sensitivity of CEO cash compensation to stock returns," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 167-192, October.
    24. Kaplan, Steven N, 1994. "Top Executive Rewards and Firm Performance: A Comparison of Japan and the United States," Journal of Political Economy, University of Chicago Press, vol. 102(3), pages 510-546, June.
    25. La Porta, Rafael, et al, 1997. "Good News for Value Stocks: Further Evidence on Market Efficiency," Journal of Finance, American Finance Association, vol. 52(2), pages 859-874, June.
    26. Gerald T. Garvey & Simon Grant & Stephen P. King, 1999. "Myopic Corporate Behaviour with Optimal Management Incentives," Journal of Industrial Economics, Wiley Blackwell, vol. 47(2), pages 231-250, June.
    27. Craig J. Chapman & Thomas J. Steenburgh, 2011. "An Investigation of Earnings Management Through Marketing Actions," Management Science, INFORMS, vol. 57(1), pages 72-92, January.
    28. repec:bla:jindec:v:47:y:1999:i:2:p:231-50 is not listed on IDEAS
    29. Levin, Richard C & Cohen, Wesley M & Mowery, David C, 1985. "R&D Appropriability, Opportunity, and Market Structure: New Evidence on Some Schumpeterian Hypotheses," American Economic Review, American Economic Association, vol. 75(2), pages 20-24, May.
    30. De Bondt, Werner F M & Thaler, Richard H, 1990. "Do Security Analysts Overreact?," American Economic Review, American Economic Association, vol. 80(2), pages 52-57, May.
    31. Gaspar, Jose-Miguel & Massa, Massimo, 2007. "Local ownership as private information: Evidence on the monitoring-liquidity trade-off," Journal of Financial Economics, Elsevier, vol. 83(3), pages 751-792, March.
    32. repec:bla:jfinan:v:59:y:2004:i:2:p:623-650 is not listed on IDEAS
    33. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    34. Brickley, James A., 2003. "Empirical research on CEO turnover and firm-performance: a discussion," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 227-233, December.
    35. Froot, Kenneth A & Scharfstein, David S & Stein, Jeremy C, 1993. "Risk Management: Coordinating Corporate Investment and Financing Policies," Journal of Finance, American Finance Association, vol. 48(5), pages 1629-1658, December.
    36. Grewal, Rajdeep & Mills, Jeffrey A. & Mehta, Raj & Mujumdar, Sudesh, 2001. "Using cointegration analysis for modeling marketing interactions in dynamic environments: methodological issues and an empirical illustration," Journal of Business Research, Elsevier, vol. 51(2), pages 127-144, February.
    37. Dmitri G. Markovitch & Joel H. Steckel & Bernard Yeung, 2005. "Using Capital Markets as Market Intelligence: Evidence from the Pharmaceutical Industry," Management Science, INFORMS, vol. 51(10), pages 1467-1480, October.
    38. Cohen, Wesley M & Klepper, Steven, 1996. "A Reprise of Size and R&D," Economic Journal, Royal Economic Society, vol. 106(437), pages 925-951, July.
    39. Fu, Fangjian, 2009. "Idiosyncratic risk and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 91(1), pages 24-37, January.
    40. Eric M. Leeper & Christopher A. Sims & Tao Zha, 1996. "What Does Monetary Policy Do?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(2), pages 1-78.
    41. David J. Spiegelhalter & Nicola G. Best & Bradley P. Carlin & Angelika Van Der Linde, 2002. "Bayesian measures of model complexity and fit," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 64(4), pages 583-639, October.
    42. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    43. Rajesh K. Aggarwal & Andrew A. Samwick, 2003. "Why Do Managers Diversify Their Firms? Agency Reconsidered," Journal of Finance, American Finance Association, vol. 58(1), pages 71-118, February.
    44. Natalie Mizik & Robert Jacobson, 2007. "Myopic Marketing Management: Evidence of the Phenomenon and Its Long-Term Performance Consequences in the SEO Context," Marketing Science, INFORMS, vol. 26(3), pages 361-379, 05-06.
    45. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    46. Ron Kasznik & Maureen F. McNichols, 2002. "Does Meeting Earnings Expectations Matter? Evidence from Analyst Forecast Revisions and Share Prices," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 727-759, June.
    47. Alexander J. Triantis, 2000. "Real Options And Corporate Risk Management," Journal of Applied Corporate Finance, Morgan Stanley, vol. 13(2), pages 64-73, June.
    48. Nance, Deana R & Smith, Clifford W, Jr & Smithson, Charles W, 1993. "On the Determinants of Corporate Hedging," Journal of Finance, American Finance Association, vol. 48(1), pages 267-284, March.
    49. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
    50. Shantanu Dutta & Om Narasimhan & Surendra Rajiv, 1999. "Success in High-Technology Markets: Is Marketing Capability Critical?," Marketing Science, INFORMS, vol. 18(4), pages 547-568.
    51. La Porta, Rafael, 1996. "Expectations and the Cross-Section of Stock Returns," Journal of Finance, American Finance Association, vol. 51(5), pages 1715-1742, December.
    52. Puneet Handa & A. R. Radhakrishnan, 1991. "An Empirical Investigation of Leveraged Recapitalizations With Cash Payout as Takeover Defense," Financial Management, Financial Management Association, vol. 20(3), Fall.
    53. Leonard M. Lodish & Magid M. Abraham & Jeanne Livelsberger & Beth Lubetkin & Bruce Richardson & Mary Ellen Stevens, 1995. "A Summary of Fifty-Five In-Market Experimental Estimates of the Long-Term Effect of TV Advertising," Marketing Science, INFORMS, vol. 14(3_supplem), pages 133-140.
    54. Mary E. Barth & Ron Kasznik & Maureen F. McNichols, 2001. "Analyst Coverage and Intangible Assets," Journal of Accounting Research, Wiley Blackwell, vol. 39(1), pages 1-34, June.
    55. Robert Zeithammer & Peter Lenk, 2006. "Bayesian estimation of multivariate-normal models when dimensions are absent," Quantitative Marketing and Economics (QME), Springer, vol. 4(3), pages 241-265, September.
    56. Ashish Sood & Gerard J. Tellis, 2009. "Do Innovations Really Pay Off? Total Stock Market Returns to Innovation," Marketing Science, INFORMS, vol. 28(3), pages 442-456, 05-06.
    Full references (including those not matched with items on IDEAS)

    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. Adam Zaremba & Jacob Koby Shemer, 2018. "Price-Based Investment Strategies," Springer Books, Springer, number 978-3-319-91530-2, January.
    2. Amit Goyal, 2012. "Empirical cross-sectional asset pricing: a survey," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 26(1), pages 3-38, March.
    3. Yu, Jialin, 2011. "Disagreement and return predictability of stock portfolios," Journal of Financial Economics, Elsevier, vol. 99(1), pages 162-183, January.
    4. Avanidhar Subrahmanyam, 2010. "The Cross†Section of Expected Stock Returns: What Have We Learnt from the Past Twenty†Five Years of Research?," European Financial Management, European Financial Management Association, vol. 16(1), pages 27-42, January.
    5. Cakici, Nusret & Tang, Yi & Yan, An, 2016. "Do the size, value, and momentum factors drive stock returns in emerging markets?," Journal of International Money and Finance, Elsevier, vol. 69(C), pages 179-204.
    6. Cederburg, Scott & O’Doherty, Michael S. & Wang, Feifei & Yan, Xuemin (Sterling), 2020. "On the performance of volatility-managed portfolios," Journal of Financial Economics, Elsevier, vol. 138(1), pages 95-117.
    7. Sujoy Mukerji & Han N. Ozsoylev & Jean‐Marc Tallon, 2023. "Trading Ambiguity: A Tale Of Two Heterogeneities," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 64(3), pages 1127-1164, August.
    8. Geweke, J. & Joel Horowitz & Pesaran, M.H., 2006. "Econometrics: A Bird’s Eye View," Cambridge Working Papers in Economics 0655, Faculty of Economics, University of Cambridge.
    9. Kryzanowski, Lawrence & Mohsni, Sana, 2015. "Earnings forecasts and idiosyncratic volatilities," International Review of Financial Analysis, Elsevier, vol. 41(C), pages 107-123.
    10. Daniel, Kent & Hirshleifer, David & Teoh, Siew Hong, 2002. "Investor psychology in capital markets: evidence and policy implications," Journal of Monetary Economics, Elsevier, vol. 49(1), pages 139-209, January.
    11. Kewei Hou & Haitao Mo & Chen Xue & Lu Zhang, 2019. "Which Factors?," Review of Finance, European Finance Association, vol. 23(1), pages 1-35.
    12. Martin Wallmeier, 2000. "Determinanten erwarteter Renditen am deutschen Aktienmarkt — Eine empirische Untersuchung anhand ausgewählter Kennzahlen," Schmalenbach Journal of Business Research, Springer, vol. 52(1), pages 27-57, February.
    13. Ramnath, Sundaresh & Rock, Steve & Shane, Philip, 2008. "The financial analyst forecasting literature: A taxonomy with suggestions for further research," International Journal of Forecasting, Elsevier, vol. 24(1), pages 34-75.
    14. Seshadri Tirunillai & Gerard J. Tellis, 2012. "Does Chatter Really Matter? Dynamics of User-Generated Content and Stock Performance," Marketing Science, INFORMS, vol. 31(2), pages 198-215, March.
    15. Christine Moorman & Simone Wies & Natalie Mizik & Fredrika J. Spencer, 2012. "Firm Innovation and the Ratchet Effect Among Consumer Packaged Goods Firms," Marketing Science, INFORMS, vol. 31(6), pages 934-951, November.
    16. Hussinger, Katrin & Pacher, Sebastian, 2019. "Information ambiguity, patents and the market value of innovative assets," Research Policy, Elsevier, vol. 48(3), pages 665-675.
    17. Papanastasopoulos, Georgios & Thomakos, Dimitrios & Wang, Tao, 2011. "Information in balance sheets for future stock returns: Evidence from net operating assets," International Review of Financial Analysis, Elsevier, vol. 20(5), pages 269-282.
    18. Hung, Weifeng & Chiao, Chaoshin & Liao, Tung Liang & Huang, Sheng-Tang, 2012. "R&D, risks and overreaction in a market with the absence of the book-to-market effect," International Review of Economics & Finance, Elsevier, vol. 22(1), pages 11-24.
    19. Imran S. Currim & Jooseop Lim & Yu Zhang, 2018. "Effect of analysts’ earnings pressure on marketing spending and stock market performance," Journal of the Academy of Marketing Science, Springer, vol. 46(3), pages 431-452, May.
    20. Lorenzo Casavecchia & Gerhard Hambusch & Justin Hitchen, 2022. "The impact of analyst forecast errors on fundamental indexation: the Australian evidence," Journal of Asset Management, Palgrave Macmillan, vol. 23(5), pages 400-418, September.

    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:inm:ormnsc:v:57:y:2011:i:9:p:1594-1609. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.