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Innovation and Idiosyncratic Risk: an Industry & Firm Level Analysis

Author

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  • Mariana Mazzucato

    (Department of Economics, Faculty of Social Sciences, The Open University)

  • Massimiliano Tancioni

Abstract

Recent studies find that idiosyncratic risk (IR) has increased since the 1960's and attribute this to economy wide factors such as the role of the IT revolution. To gain further insights into why IR has increased over time, our paper uses industry level data and firm level data to study if industries considered "very innovative" and R&D intensive firms are characterized by higher IR due to how innovation activity affects the uncertainty of expected future profits. While the industry level results prove inconclusive, the firm level results are encouraging: a clear relationship is found between a firm's R&D intensity and the volatility of its returns.

Suggested Citation

  • Mariana Mazzucato & Massimiliano Tancioni, 2005. "Innovation and Idiosyncratic Risk: an Industry & Firm Level Analysis," Open Discussion Papers in Economics 50, The Open University, Faculty of Social Sciences, Department of Economics.
    • Handle: RePEc:opn:wpaper:50
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    1. Pierre Perron & Serena Ng, 1996. "Useful Modifications to some Unit Root Tests with Dependent Errors and their Local Asymptotic Properties," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(3), pages 435-463.
    2. John Y. Campbell & Martin Lettau & Burton G. Malkiel & Yexiao Xu, 2001. "Have Individual Stocks Become More Volatile? An Empirical Exploration of Idiosyncratic Risk," Journal of Finance, American Finance Association, vol. 56(1), pages 1-43, February.
    3. Darren Filson, 2001. "The Nature and Effects of Technological Change over the Industry Life Cycle," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 4(2), pages 460-494, July.
    4. Campbell, J.Y. & Shiller, R.J., 1988. "Stock Prices, Earnings And Expected Dividends," Papers 334, Princeton, Department of Economics - Econometric Research Program.
    5. Timothy F. Bresnahan & Shane Greenstein, 1999. "Technological Competition and the Structure of the Computer Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 47(1), pages 1-40, March.
    6. Utterback, James M. & Suarez, Fernando F., 1993. "Innovation, competition, and industry structure," Research Policy, Elsevier, vol. 22(1), pages 1-21, February.
    7. Pindyck, Robert S, 1984. "Risk, Inflation, and the Stock Market," American Economic Review, American Economic Association, vol. 74(3), pages 335-351, June.
    8. Orietta Marsili, 2001. "The Anatomy and Evolution of Industries," Books, Edward Elgar Publishing, number 2272.
    9. John Y. Campbell, 2000. "Asset Pricing at the Millennium," Journal of Finance, American Finance Association, vol. 55(4), pages 1515-1567, August.
    10. Mariana Mazzucato & Willi Semmler, 1999. "Market share instability and stock price volatility during the industry life-cycle: the US automobile industry," Journal of Evolutionary Economics, Springer, vol. 9(1), pages 67-96.
    11. John Y. Campbell & John Cochrane, 1999. "Force of Habit: A Consumption-Based Explanation of Aggregate Stock Market Behavior," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 205-251, April.
    12. Jovanovic, Boyan & MacDonald, Glenn M, 1994. "The Life Cycle of a Competitive Industry," Journal of Political Economy, University of Chicago Press, vol. 102(2), pages 322-347, April.
    13. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    14. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    15. Shiller, Robert J, 1981. "Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends?," American Economic Review, American Economic Association, vol. 71(3), pages 421-436, June.
    16. Mariana Mazzucato, 2005. "Risk, variety and volatility: growth, innovation and stock prices in early industry evolution," Springer Books, in: Uwe Cantner & Elias Dinopoulos & Robert F. Lanzillotti (ed.), Entrepreneurships, the New Economy and Public Policy, pages 33-54, Springer.
    17. Engle, Robert F & Ng, Victor K, 1993. "Measuring and Testing the Impact of News on Volatility," Journal of Finance, American Finance Association, vol. 48(5), pages 1749-1778, December.
    18. Klepper, Steven, 1996. "Entry, Exit, Growth, and Innovation over the Product Life Cycle," American Economic Review, American Economic Association, vol. 86(3), pages 562-583, June.
    19. Caballero, Ricardo J & Hammour, Mohamad L, 1994. "The Cleansing Effect of Recessions," American Economic Review, American Economic Association, vol. 84(5), pages 1350-1368, December.
    20. Jeremy Greenwood & Boyan Jovanovic, 1999. "The IT Revolution and the Stock Market," NBER Working Papers 6931, National Bureau of Economic Research, Inc.
    21. repec:bla:jfinan:v:43:y:1988:i:3:p:661-76 is not listed on IDEAS
    22. Leahy, John V & Whited, Toni M, 1996. "The Effect of Uncertainty on Investment: Some Stylized Facts," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(1), pages 64-83, February.
    23. French, Kenneth R. & Roll, Richard, 1986. "Stock return variances : The arrival of information and the reaction of traders," Journal of Financial Economics, Elsevier, vol. 17(1), pages 5-26, September.
    24. Steven J. Davis & John Haltiwanger, 1992. "Gross Job Creation, Gross Job Destruction, and Employment Reallocation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 819-863.
    25. Mariana Mazzucato, 2003. "Risk, variety and volatility: growth, innovation and stock prices in early industry evolution," Journal of Evolutionary Economics, Springer, vol. 13(5), pages 491-512, December.
    26. Mariana Mazzucato, 2002. "The PC Industry: New Economy or Early Life-Cycle?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 5(2), pages 318-345, April.
    27. Engle, Robert F & Lilien, David M & Robins, Russell P, 1987. "Estimating Time Varying Risk Premia in the Term Structure: The Arch-M Model," Econometrica, Econometric Society, vol. 55(2), pages 391-407, March.
    28. Malerba, Franco & Orsenigo, Luigi, 1996. "The Dynamics and Evolution of Industries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 5(1), pages 51-87.
    29. Gort, Michael & Klepper, Steven, 1982. "Time Paths in the Diffusion of Product Innovations," Economic Journal, Royal Economic Society, vol. 92(367), pages 630-653, September.
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    Cited by:

    1. Daniela Grieco, 2018. "Innovation and stock market performance: A model with ambiguity-averse agents," Journal of Evolutionary Economics, Springer, vol. 28(2), pages 287-303, April.

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    More about this item

    Keywords

    Idiosyncratic Risk; Volatility; Technological Change; Industry Life Cycle;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

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