IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v99y2015icp300-316.html
   My bibliography  Save this article

Creative destruction in Wall Street's technological arms race: Evidence from patent data

Author

Listed:
  • Essendorfer, Stephan
  • Diaz-Rainey, Ivan
  • Falta, Michael

Abstract

Technology and policy have transformed the market infrastructure of trading in capital markets and have helped financialize other markets, such as commodities trading. The associated ‘technological arms race’ has created a new market ecology which has made trading cheaper and faster but more volatile and fragmented. This paper charts the technological roots of this transformation from a conventional measurement of innovation perspective. We do so by employing content analysis techniques and extracting market infrastructure patent counts from the USPTO (United States Patent and Trademark Office) database for the period January 1976 to October 2013. From the resulting time series and a qualitative examination of patents we find that (1) the number of market infrastructure patents has dramatically increased since 1999, as confirmed by an associated structural break; (2) the new market ecology has, in true Schumpeterian style, been associated with a new breed of firms, most notably software firms and historically smaller brokerage firms that have invested heavily in technology internally and through strategic acquisitions; and (3) some incumbent firms have responded aggressively to the new market ecology, most notably the Chicago Mercantile Exchange and Goldman Sachs. We conclude that policymakers, regulators and academics wishing to further investigate the technological roots of recent changes in capital should refer to patent data. Our principal contribution is to highlight that Wall Street has been actively patenting market infrastructure innovations in a pattern consistent with claims that an associated ‘technological arms race’ started in the late 1990s.

Suggested Citation

  • Essendorfer, Stephan & Diaz-Rainey, Ivan & Falta, Michael, 2015. "Creative destruction in Wall Street's technological arms race: Evidence from patent data," Technological Forecasting and Social Change, Elsevier, vol. 99(C), pages 300-316.
  • Handle: RePEc:eee:tefoso:v:99:y:2015:i:c:p:300-316
    DOI: 10.1016/j.techfore.2014.11.012
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S004016251400376X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2014.11.012?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. W. Scott Frame & Lawrence J. White, 2004. "Empirical Studies of Financial Innovation: Lots of Talk, Little Action?," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 116-144, March.
    2. Michele Boldrin & David K. Levine, 2013. "The Case against Patents," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 3-22, Winter.
    3. Nick Johnstone & Ivan Haščič & David Popp, 2010. "Renewable Energy Policies and Technological Innovation: Evidence Based on Patent Counts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 45(1), pages 133-155, January.
    4. repec:fth:harver:1473 is not listed on IDEAS
    5. Josh Lerner, 2002. "Where Does State Street Lead? A First Look at Finance Patents, 1971 to 2000," Journal of Finance, American Finance Association, vol. 57(2), pages 901-930, April.
    6. Hagedoorn, John & Cloodt, Myriam, 2003. "Measuring innovative performance: is there an advantage in using multiple indicators?," Research Policy, Elsevier, vol. 32(8), pages 1365-1379, September.
    7. Samuel Kortum & Josh Lerner, 2000. "Assessing the Contribution of Venture Capital to Innovation," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 674-692, Winter.
    8. O'Hara, Maureen & Ye, Mao, 2011. "Is market fragmentation harming market quality?," Journal of Financial Economics, Elsevier, vol. 100(3), pages 459-474, June.
    9. Andrew A. King & Christopher L. Tucci, 2002. "Incumbent Entry into New Market Niches: The Role of Experience and Managerial Choice in the Creation of Dynamic Capabilities," Management Science, INFORMS, vol. 48(2), pages 171-186, February.
    10. Silvennoinen, Annastiina & Thorp, Susan, 2013. "Financialization, crisis and commodity correlation dynamics," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 24(C), pages 42-65.
    11. Constance E. Helfat & Marvin B. Lieberman, 2002. "The birth of capabilities: market entry and the importance of pre-history," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(4), pages 725-760, August.
    12. Ivan Diaz‐Rainey & Mathias Siems & John K. Ashton, 2011. "The financial regulation of energy and environmental markets," Journal of Financial Regulation and Compliance, Emerald Group Publishing Limited, vol. 19(4), pages 355-369, November.
    13. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    14. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    15. Jung, Taehyun & Ejermo, Olof, 2014. "Demographic patterns and trends in patenting: Gender, age, and education of inventors," Technological Forecasting and Social Change, Elsevier, vol. 86(C), pages 110-124.
    16. Vivian W. Fang & Xuan Tian & Sheri Tice, 2014. "Does Stock Liquidity Enhance or Impede Firm Innovation?," Journal of Finance, American Finance Association, vol. 69(5), pages 2085-2125, October.
    17. Terrence Hendershott & Charles M. Jones & Albert J. Menkveld, 2011. "Does Algorithmic Trading Improve Liquidity?," Journal of Finance, American Finance Association, vol. 66(1), pages 1-33, February.
    18. Rebecca Henderson, 1993. "Underinvestment and Incompetence as Responses to Radical Innovation: Evidence from the Photolithographic Alignment Equipment Industry," RAND Journal of Economics, The RAND Corporation, vol. 24(2), pages 248-270, Summer.
    19. Petra Moser, 2013. "Patents and Innovation: Evidence from Economic History," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 23-44, Winter.
    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. Aubert-Tarby, Clémence & Escobar, Octavio R. & Rayna, Thierry, 2018. "The impact of technological change on employment: The case of press digitisation," Technological Forecasting and Social Change, Elsevier, vol. 128(C), pages 36-45.
    2. Abdel-Karim, Benjamin M. & Benlian, Alexander & Hinz, Oliver, 2021. "The Predictive Value of Data from Virtual Investment Communities," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 124589, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    3. Khan, Muhammad Zubair & Khan, Zafir Ullah & Hameed, Affan & Zada, Shehnaz Sahib, 2021. "On the upside or flipside: Where is venture capital positioned in the era of digital disruptions?," Technology in Society, Elsevier, vol. 65(C).

    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. Albino, Vito & Ardito, Lorenzo & Dangelico, Rosa Maria & Messeni Petruzzelli, Antonio, 2014. "Understanding the development trends of low-carbon energy technologies: A patent analysis," Applied Energy, Elsevier, vol. 135(C), pages 836-854.
    2. Huang, Yi-Hou & Liang, Woan-lih & Truong, Quang-Thai & Wang, Yanzhi, 2022. "No new tricks for old dogs? Old directors and innovation performance," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    3. Dushnitsky, Gary & Lenox, Michael J., 2005. "When do incumbents learn from entrepreneurial ventures?: Corporate venture capital and investing firm innovation rates," Research Policy, Elsevier, vol. 34(5), pages 615-639, June.
    4. Cohen, Wesley M., 2010. "Fifty Years of Empirical Studies of Innovative Activity and Performance," 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 129-213, Elsevier.
    5. Moshirian, Fariborz & Tian, Xuan & Zhang, Bohui & Zhang, Wenrui, 2021. "Stock market liberalization and innovation," Journal of Financial Economics, Elsevier, vol. 139(3), pages 985-1014.
    6. Valentina Bosetti & Elena Verdolini, 2013. "Clean and Dirty International Technology Diffusion," Working Papers 2013.43, Fondazione Eni Enrico Mattei.
    7. Ufuk Akcigit & William Kerr, 2015. "Growth through Heterogeneous Innovation, Second Version," PIER Working Paper Archive 15-020, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 25 Mar 2015.
    8. Re-Jin Guo & Nan Zhou, 2016. "Innovation capability and post-IPO performance," Review of Quantitative Finance and Accounting, Springer, vol. 46(2), pages 335-357, February.
    9. Wurlod, Jules-Daniel & Noailly, Joëlle, 2018. "The impact of green innovation on energy intensity: An empirical analysis for 14 industrial sectors in OECD countries," Energy Economics, Elsevier, vol. 71(C), pages 47-61.
    10. Ufuk Akcigit & William R. Kerr, 2018. "Growth through Heterogeneous Innovations," Journal of Political Economy, University of Chicago Press, vol. 126(4), pages 1374-1443.
    11. Acharya, Viral & Xu, Zhaoxia, 2017. "Financial dependence and innovation: The case of public versus private firms," Journal of Financial Economics, Elsevier, vol. 124(2), pages 223-243.
    12. Domenico Depalo & Sabrina Di Addario, "undated". "Shedding Light on Inventors' Returns to Patents," Development Working Papers 375, Centro Studi Luca d'Agliano, University of Milano.
    13. Noailly, Joëlle, 2012. "Improving the energy efficiency of buildings: The impact of environmental policy on technological innovation," Energy Economics, Elsevier, vol. 34(3), pages 795-806.
    14. Bos, Jaap W.B. & Kolari, James W. & van Lamoen, Ryan C.R., 2013. "Competition and innovation: Evidence from financial services," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1590-1601.
    15. Sirio Aramonte, 2015. "Innovation, investor sentiment, and firm-level experimentation," Finance and Economics Discussion Series 2015-67, Board of Governors of the Federal Reserve System (U.S.).
    16. Wang, Shuxun, 2021. "How does stock market liberalization influence corporate innovation? Evidence from Stock Connect scheme in China," Emerging Markets Review, Elsevier, vol. 47(C).
    17. Unsal, Omer & Rayfield, Blake, 2019. "Institutional investors and medical innovation," The Quarterly Review of Economics and Finance, Elsevier, vol. 74(C), pages 190-205.
    18. Brem, Alexander & Nylund, Petra & Viardot, Eric, 2020. "The impact of the 2008 financial crisis on innovation: A dominant design perspective," Journal of Business Research, Elsevier, vol. 110(C), pages 360-369.
    19. Gino Cattani, 2005. "Preadaptation, Firm Heterogeneity, and Technological Performance: A Study on the Evolution of Fiber Optics, 1970–1995," Organization Science, INFORMS, vol. 16(6), pages 563-580, December.
    20. Petra Moser & Joerg Ohmstedt & Paul W. Rhode, 2015. "Patent Citations and the Size of the Inventive Step - Evidence from Hybrid Corn," NBER Working Papers 21443, National Bureau of Economic Research, Inc.

    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:tefoso:v:99:y:2015:i:c:p:300-316. 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.sciencedirect.com/science/journal/00401625 .

    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.