IDEAS home Printed from https://ideas.repec.org/a/eee/finsta/v32y2017icp17-29.html
   My bibliography  Save this article

Style investing and firm innovation

Author

Listed:
  • Sayili, Koray
  • Yilmaz, Gokhan
  • Dyer, Douglas
  • Küllü, A. Melih

Abstract

We document that transient, dedicated and quasi-indexed institutional investors exhibit a high degree of within-group heterogeneity with respect to their investment styles (i.e., growth, value, and balanced). We find that growth institutional investors enhance firm innovation in terms of R&D expenditures, R&D intensity, quantity and quality of patents and patent radicalness while value institutional investors impede innovation. Balanced investors have no significant association with innovation. Findings are consistent with style investing literature that growth and value styles are substitutes. Using investment styles, we present evidence that reconcile literature’s mixed findings on how transient and dedicated investors affect R&D and innovation, and why quasi-indexed investors, the largest group among all investors, have an insignificant effect. We also show that the effect of institutional investors depends on the firm’s relative level of innovativeness.

Suggested Citation

  • Sayili, Koray & Yilmaz, Gokhan & Dyer, Douglas & Küllü, A. Melih, 2017. "Style investing and firm innovation," Journal of Financial Stability, Elsevier, vol. 32(C), pages 17-29.
    • Handle: RePEc:eee:finsta:v:32:y:2017:i:c:p:17-29
    DOI: 10.1016/j.jfs.2017.08.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1572308917302668
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jfs.2017.08.005?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Paul A. Gompers & Andrew Metrick, 2001. "Institutional Investors and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 229-259.
    2. Switzer, Lorne N. & Wang, Jun, 2017. "Institutional investment horizon, the information environment, and firm credit risk," Journal of Financial Stability, Elsevier, vol. 29(C), pages 57-71.
    3. Dirk Czarnitzki & Andrew A. Toole, 2011. "Patent Protection, Market Uncertainty, and R&D Investment," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 147-159, February.
    4. Manuel Trajtenberg, 1990. "A Penny for Your Quotes: Patent Citations and the Value of Innovations," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 172-187, Spring.
    5. Xuemin (Sterling) Yan & Zhe Zhang, 2009. "Institutional Investors and Equity Returns: Are Short-term Institutions Better Informed?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 893-924, February.
    6. Vincent L. Barker , III & George C. Mueller, 2002. "CEO Characteristics and Firm R&D Spending," Management Science, INFORMS, vol. 48(6), pages 782-801, June.
    7. Obrien, Pc & Bhushan, R, 1990. "Analyst Following And Institutional Ownership," Journal of Accounting Research, Wiley Blackwell, vol. 28, pages 55-76.
    8. Rong, Zhao & Wu, Xiaokai & Boeing, Philipp, 2017. "The effect of institutional ownership on firm innovation: Evidence from Chinese listed firms," Research Policy, Elsevier, vol. 46(9), pages 1533-1551.
    9. JOSEPH A. McCAHERY & ZACHARIAS SAUTNER & LAURA T. STARKS, 2016. "Behind the Scenes: The Corporate Governance Preferences of Institutional Investors," Journal of Finance, American Finance Association, vol. 71(6), pages 2905-2932, December.
    10. Hanna Hottenrott & Bronwyn H. Hall & Dirk Czarnitzki, 2016. "Patents as quality signals? The implications for financing constraints on R&D," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(3), pages 197-217, April.
    11. Froot, Kenneth & Teo, Melvyn, 2008. "Style Investing and Institutional Investors," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(4), pages 883-906, December.
    12. 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.
    13. Philippe Aghion & John Van Reenen & Luigi Zingales, 2013. "Innovation and Institutional Ownership," American Economic Review, American Economic Association, vol. 103(1), pages 277-304, February.
    14. Cornett, Marcia Millon & Marcus, Alan J. & Saunders, Anthony & Tehranian, Hassan, 2007. "The impact of institutional ownership on corporate operating performance," Journal of Banking & Finance, Elsevier, vol. 31(6), pages 1771-1794, June.
    15. Peng, Emma Y. & Yan, An & Yan, Meng, 2016. "Accounting accruals, heterogeneous investor beliefs, and stock returns," Journal of Financial Stability, Elsevier, vol. 24(C), pages 88-103.
    16. Holden, Craig W. & Lundstrum, Leonard L., 2009. "Costly trade, managerial myopia, and long-term investment," Journal of Empirical Finance, Elsevier, vol. 16(1), pages 126-135, January.
    17. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2001. "The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools," NBER Working Papers 8498, National Bureau of Economic Research, Inc.
    18. Gautam Ahuja & Curba Morris Lampert, 2001. "Entrepreneurship in the large corporation: a longitudinal study of how established firms create breakthrough inventions," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 521-543, June.
    19. Olivier Brossard & Stéphanie Lavigne & Mustafa Erdem Sakinç, 2013. "Ownership structures and R&D in Europe: the good institutional investors, the bad and ugly impatient shareholders," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(4), pages 1031-1068, August.
    20. Manuel Trajtenberg & Rebecca Henderson & Adam Jaffe, 1992. "Ivory Tower Versus Corporate Lab: An Empirical Study of Basic Research and Appropriability," NBER Working Papers 4146, National Bureau of Economic Research, Inc.
    21. Herz, Holger & Schunk, Daniel & Zehnder, Christian, 2014. "How do judgmental overconfidence and overoptimism shape innovative activity?," Games and Economic Behavior, Elsevier, vol. 83(C), pages 1-23.
    22. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    23. Huang, Wei & Paul, Donna L., 2017. "Institutional holdings, investment opportunities and dividend policy," The Quarterly Review of Economics and Finance, Elsevier, vol. 64(C), pages 152-161.
    24. Teo, Melvyn & Woo, Sung-Jun, 2004. "Style effects in the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 74(2), pages 367-398, November.
    25. Matsumura, Toshihiro & Matsushima, Noriaki & Cato, Susumu, 2013. "Competitiveness and R&D competition revisited," Economic Modelling, Elsevier, vol. 31(C), pages 541-547.
    26. repec:zbw:bofrdp:2011_017 is not listed on IDEAS
    27. Alberto Galasso & Timothy S. Simcoe, 2011. "CEO Overconfidence and Innovation," Management Science, INFORMS, vol. 57(8), pages 1469-1484, August.
    28. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    29. Jay C. Hartzell & Laura T. Starks, 2003. "Institutional Investors and Executive Compensation," Journal of Finance, American Finance Association, vol. 58(6), pages 2351-2374, December.
    30. Wahal, Sunil & Yavuz, M. Deniz, 2013. "Style investing, comovement and return predictability," Journal of Financial Economics, Elsevier, vol. 107(1), pages 136-154.
    31. Brian J. Bushee & Theodore H. Goodman, 2007. "Which Institutional Investors Trade Based on Private Information About Earnings and Returns?," Journal of Accounting Research, Wiley Blackwell, vol. 45(2), pages 289-321, May.
    32. Davies, Richard & Haldane, Andrew G. & Nielsen, Mette & Pezzini, Silvia, 2014. "Measuring the costs of short-termism," Journal of Financial Stability, Elsevier, vol. 12(C), pages 16-25.
    33. Wahal, Sunil & McConnell, John J., 2000. "Do institutional investors exacerbate managerial myopia?," Journal of Corporate Finance, Elsevier, vol. 6(3), pages 307-329, September.
    34. David Hirshleifer & Angie Low & Siew Hong Teoh, 2012. "Are Overconfident CEOs Better Innovators?," Journal of Finance, American Finance Association, vol. 67(4), pages 1457-1498, August.
    35. Abdioglu, Nida & Khurshed, Arif & Stathopoulos, Konstantinos, 2013. "Foreign institutional investment: Is governance quality at home important?," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 916-940.
    36. James A. Bennett, 2003. "Greener Pastures and the Impact of Dynamic Institutional Preferences," The Review of Financial Studies, Society for Financial Studies, vol. 16(4), pages 1203-1238.
    37. 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.
    38. Jin, Dawei & Wang, Haizhi & Wang, Peng & Yin, Desheng, 2016. "Social trust and foreign ownership: Evidence from qualified foreign institutional investors in China," Journal of Financial Stability, Elsevier, vol. 23(C), pages 1-14.
    39. Barberis, Nicholas & Shleifer, Andrei, 2003. "Style investing," Journal of Financial Economics, Elsevier, vol. 68(2), pages 161-199, May.
    40. Quintana-Garci­a, Cristina & Benavides-Velasco, Carlos A., 2008. "Innovative competence, exploration and exploitation: The influence of technological diversification," Research Policy, Elsevier, vol. 37(3), pages 492-507, April.
    41. Francis, Jennifer & Smith, Abbie, 1995. "Agency costs and innovation some empirical evidence," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 383-409, April.
    42. Mita Bhattacharya & Harry Bloch, 2004. "Determinants of Innovation," Small Business Economics, Springer, vol. 22(2), pages 155-162, March.
    43. An, Heng & Zhang, Ting, 2013. "Stock price synchronicity, crash risk, and institutional investors," Journal of Corporate Finance, Elsevier, vol. 21(C), pages 1-15.
    44. Cassell, Cory A. & Huang, Shawn X. & Manuel Sanchez, Juan & Stuart, Michael D., 2012. "Seeking safety: The relation between CEO inside debt holdings and the riskiness of firm investment and financial policies," Journal of Financial Economics, Elsevier, vol. 103(3), pages 588-610.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Francis, Bill & Mani, Suresh Babu & Sharma, Zenu & Wu, Qiang, 2021. "The impact of organization capital on firm innovation," Journal of Financial Stability, Elsevier, vol. 53(C).
    2. Brière, Marie & Szafarz, Ariane, 2020. "Good diversification is never wasted: How to tilt factor portfolios with sectors," Finance Research Letters, Elsevier, vol. 33(C).
    3. Sakaki, Hamid & Jory, Surendranath Rakesh, 2019. "Institutional investors' ownership stability and firms' innovation," Journal of Business Research, Elsevier, vol. 103(C), pages 10-22.
    4. Wen, Jun & Zheng, Li, 2020. "Geographic technological diversification and firm innovativeness," Journal of Financial Stability, Elsevier, vol. 48(C).
    5. Marie Brière & Ariane Szafarz, 2021. "When it rains, it pours: Multifactor asset management in good and bad times," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 44(3), pages 641-669, September.

    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. Christophe Pennetier & Karan Girotra & Jürgen Mihm, 2019. "R&D Spending: Dynamic or Persistent?," Manufacturing & Service Operations Management, INFORMS, vol. 21(3), pages 636-657, July.
    2. Sakaki, Hamid & Jory, Surendranath Rakesh, 2019. "Institutional investors' ownership stability and firms' innovation," Journal of Business Research, Elsevier, vol. 103(C), pages 10-22.
    3. Kang, Sanggyu & Chung, Chune Young & Kim, Dong-Soon, 2019. "The effect of institutional blockholders' short-termism on firm innovation: Evidence from the Korean market," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    4. Cho, Chanho & Halford, Joseph T. & Hsu, Scott & Ng, Lilian, 2016. "Do managers matter for corporate innovation?," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 206-229.
    5. Christopher Kurzhals & Lorenz Graf‐Vlachy & Andreas König, 2020. "Strategic leadership and technological innovation: A comprehensive review and research agenda," Corporate Governance: An International Review, Wiley Blackwell, vol. 28(6), pages 437-464, November.
    6. Ming-Feng Hsu & Kehluh Wang, 2014. "The Level and Stability of Institutional Ownership and Firm Performance: Evidence from Taiwan," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(2S), pages 159-173, March.
    7. Cho, Sam Yul & Kim, Sang Kyun, 2017. "Horizon problem and firm innovation: The influence of CEO career horizon, exploitation and exploration on breakthrough innovations," Research Policy, Elsevier, vol. 46(10), pages 1801-1809.
    8. Alexandre Garel & Arthur Petit-Romec, 2021. "Engaging Employees for the Long Run: Long-Term Investors and Employee-Related CSR," Journal of Business Ethics, Springer, vol. 174(1), pages 35-63, November.
    9. Chang, Hsiu-yun & Liang, Woan-lih & Wang, Yanzhi, 2019. "Do institutional investors still encourage patent-based innovation after the tech bubble period?," Journal of Empirical Finance, Elsevier, vol. 51(C), pages 149-164.
    10. Elyasiani, Elyas & Jia, Jingyi, 2010. "Distribution of institutional ownership and corporate firm performance," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 606-620, March.
    11. Julian Atanassov, 2016. "Arm’s Length Financing and Innovation: Evidence from Publicly Traded Firms," Management Science, INFORMS, vol. 62(1), pages 128-155, January.
    12. Yang, Huan, 2021. "Institutional dual holdings and risk-shifting: Evidence from corporate innovation," Journal of Corporate Finance, Elsevier, vol. 70(C).
    13. Blanco, Iván & Wehrheim, David, 2017. "The bright side of financial derivatives: Options trading and firm innovation," Journal of Financial Economics, Elsevier, vol. 125(1), pages 99-119.
    14. Hasan, Iftekhar & (Stan) Hoi, Chun-Keung & Wu, Qiang & Zhang, Hao, 2020. "Is social capital associated with corporate innovation? Evidence from publicly listed firms in the U.S," Journal of Corporate Finance, Elsevier, vol. 62(C).
    15. Chang, Xin & Fu, Kangkang & Low, Angie & Zhang, Wenrui, 2015. "Non-executive employee stock options and corporate innovation," Journal of Financial Economics, Elsevier, vol. 115(1), pages 168-188.
    16. Ming-Feng Hsu & Kehluh Wang, 2014. "The Level and Stability of Institutional Ownership and Firm Performance: Evidence from Taiwan," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S2), pages 159-173.
    17. Cui, Huijie & Dai, Lixuan & Zhang, Yanan, 2021. "Organization Capital and Corporate Innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 43(C).
    18. Sheikh, Shahbaz, 2018. "The impact of market competition on the relation between CEO power and firm innovation," Journal of Multinational Financial Management, Elsevier, vol. 44(C), pages 36-50.
    19. Çağatay Bircan & Ralph De Haas, 2020. "The Limits of Lending? Banks and Technology Adoption across Russia," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 536-609.
    20. Chen, Jie & Leung, Woon Sau & Evans, Kevin P., 2016. "Are employee-friendly workplaces conducive to innovation?," Journal of Corporate Finance, Elsevier, vol. 40(C), pages 61-79.

    More about this item

    Keywords

    Innovation; Institutional ownership; Style investing; R&D; Patents;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    Statistics

    Access and download statistics

    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:eee:finsta:v:32:y:2017:i:c:p:17-29. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jfstabil .

    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.