IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v127y2022i1d10.1007_s11192-021-04197-2.html
   My bibliography  Save this article

Trademarks as an indicator of innovation: towards a fuller picture

Author

Listed:
  • Leonardo Costa Ribeiro

    (Universidade Federal de Minas Gerais)

  • Ulisses Pereira Santos

    (Universidade Federal de Minas Gerais)

  • Valbona Muzaka

    (Uppsala University, Ekonomikum)

Abstract

Encouraged by the emergence of a new and growing literature on the use of trademark data as complementary indicators of innovation, this paper strengthens the case for such use by offering both qualitative and quantitative evidence in its support. Based on two large trademark and patent databases built for this purpose, the paper makes the argument that careful use of trademark data can improve our understanding of innovation processes across all sectors of the economy. Our databases generate a high correlation coefficient between patents and trademarks in four different scales of aggregation: firm, sector, country, and global. We argue that the combined use of patent and trademark data is better at capturing the whole gamut of innovation that takes place in the economy than the standard patent data alone. We embed our argument and analysis throughout in the main structural changes that have occurred in the global economy since the latter part of the twentieth century. We find that in certain cases, e.g. in service sectors, in sectors where patents are not widely used, and in the case of exporting entities from developing countries, trademark data are better at capturing the extent of technological and non-technological innovation that occurs therein.

Suggested Citation

  • Leonardo Costa Ribeiro & Ulisses Pereira Santos & Valbona Muzaka, 2022. "Trademarks as an indicator of innovation: towards a fuller picture," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(1), pages 481-508, January.
  • Handle: RePEc:spr:scient:v:127:y:2022:i:1:d:10.1007_s11192-021-04197-2
    DOI: 10.1007/s11192-021-04197-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-021-04197-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11192-021-04197-2?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. Adam B. Jaffe & Josh Lerner, 2006. "Innovation and its Discontents," NBER Chapters, in: Innovation Policy and the Economy, Volume 6, pages 27-66, National Bureau of Economic Research, Inc.
    2. Leonardo Costa Ribeiro & Ricardo Machado Ruiz & Américo Tristão Bernardes & Eduardo Motta Albuquerque, 2010. "Matrices of science and technology interactions and patterns of structured growth: implications for development," Scientometrics, Springer;Akadémiai Kiadó, vol. 83(1), pages 55-75, April.
    3. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    4. Stuart J.H. Graham & Galen Hancock & Alan C. Marco & Amanda Fila Myers, 2013. "The USPTO Trademark Case Files Dataset: Descriptions, Lessons, and Insights," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 22(4), pages 669-705, December.
    5. repec:fth:harver:1473 is not listed on IDEAS
    6. Meindert Flikkema & Ard-Pieter De Man & Carolina Castaldi, 2014. "Are Trademark Counts a Valid Indicator of Innovation? Results of an In-Depth Study of New Benelux Trademarks Filed by SMEs," Industry and Innovation, Taylor & Francis Journals, vol. 21(4), pages 310-331, May.
    7. Flikkema, Meindert & Castaldi, Carolina & de Man, Ard-Pieter & Seip, Marcel, 2019. "Trademarks’ relatedness to product and service innovation: A branding strategy approach," Research Policy, Elsevier, vol. 48(6), pages 1340-1353.
    8. Carolina Castaldi & Joern Block & Meindert J. Flikkema, 2020. "Editorial: why and when do firms trademark? Bridging perspectives from industrial organisation, innovation and entrepreneurship," Industry and Innovation, Taylor & Francis Journals, vol. 27(1-2), pages 1-10, February.
    9. Leonardo Costa Ribeiro & Ulisses dos Santos & Valbona Muzaka, 2017. "Trademarks as an indicator of innovation: towards a fuller picture," Textos para Discussão Cedeplar-UFMG 571, Cedeplar, Universidade Federal de Minas Gerais.
    10. Mendonca, Sandro & Pereira, Tiago Santos & Godinho, Manuel Mira, 2004. "Trademarks as an indicator of innovation and industrial change," Research Policy, Elsevier, vol. 33(9), pages 1385-1404, November.
    11. Patrick Llerena & Valentine Millot, 2020. "Are two better than one? Modelling the complementarity between patents and trademarks across industries," Industry and Innovation, Taylor & Francis Journals, vol. 27(1-2), pages 52-79, February.
    12. Zahir Ahamed & Dr. Takehiro Inohara & Dr. Akira Kamoshida, 2013. "The Servitization of Manufacturing: An Empirical Case Study of IBM Corporation," International Journal of Business Administration, International Journal of Business Administration, Sciedu Press, vol. 4(2), pages 18-26, March.
    13. Sandner, Philipp G. & Block, Joern, 2011. "The market value of R&D, patents, and trademarks," Research Policy, Elsevier, vol. 40(7), pages 969-985, September.
    14. Richard C. Levin & Alvin K. Klevorick & Richard R. Nelson & Sidney G. Winter, 1987. "Appropriating the Returns from Industrial Research and Development," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 18(3, Specia), pages 783-832.
    15. Leonardo Costa Ribeiro & Glenda Kruss & Gustavo Britto & Américo Tristão Bernardes & Eduardo Motta e Albuquerque, 2014. "A methodology for unveiling global innovation networks: patent citations as clues to cross border knowledge flows," Scientometrics, Springer;Akadémiai Kiadó, vol. 101(1), pages 61-83, October.
    16. Charles A. W. deGrazia & Amanda Myers & Andrew A. Toole, 2020. "Innovation activities and business cycles: are trademarks a leading indicator?," Industry and Innovation, Taylor & Francis Journals, vol. 27(1-2), pages 184-203, February.
    17. 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.
    18. Valbona Muzaka, 2013. "Prizes for Pharmaceuticals? Mitigating the social ineffectiveness of the current pharmaceutical patent arrangement," Third World Quarterly, Taylor & Francis Journals, vol. 34(1), pages 151-169.
    19. Freeman, Chris & Louca, Francisco, 2002. "As Time Goes By: From the Industrial Revolutions to the Information Revolution," OUP Catalogue, Oxford University Press, number 9780199251056.
    20. Chudnovsky, Daniel, 1983. "Patents and trademarks in pharmaceuticals," World Development, Elsevier, vol. 11(3), pages 187-193, March.
    21. Dick Bryan & Michael Rafferty & Duncan Wigan, 2017. "Capital unchained: finance, intangible assets and the double life of capital in the offshore world," Review of International Political Economy, Taylor & Francis Journals, vol. 24(1), pages 56-86, January.
    22. Valentine Millot, 2009. "Trademarks as an Indicator of Product and Marketing Innovations," OECD Science, Technology and Industry Working Papers 2009/6, OECD Publishing.
    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. Bernadette Power & Gavin C. Reid, 2023. "Lifting the hood of supply and demand for trademarks of start‐ups: Partial observability estimates," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(1), pages 311-321, January.
    2. Yougen Cao & Shengce Ren & Mei Du, 2022. "Strategic trademark management: a systematic literature review and prospects for future research," Journal of Brand Management, Palgrave Macmillan, vol. 29(5), pages 435-453, 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. Leonardo Costa Ribeiro & Ulisses dos Santos & Valbona Muzaka, 2017. "Trademarks as an indicator of innovation: towards a fuller picture," Textos para Discussão Cedeplar-UFMG 571, Cedeplar, Universidade Federal de Minas Gerais.
    2. Yougen Cao & Shengce Ren & Mei Du, 2022. "Strategic trademark management: a systematic literature review and prospects for future research," Journal of Brand Management, Palgrave Macmillan, vol. 29(5), pages 435-453, September.
    3. Carolina Castaldi & Sandro Mendonca, 2021. "Regions and trademarks. Research opportunities and policy insights from leveraging trademarks in regional innovation studies," Papers in Evolutionary Economic Geography (PEEG) 2138, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2021.
    4. Chen, I-Ju & Hsu, Po-Hsuan & Wang, Yanzhi, 2022. "Staggered boards and product innovations: Evidence from Massachusetts State Bill HB 5640," Research Policy, Elsevier, vol. 51(4).
    5. Nasirov, Shukhrat, 2020. "Trademark value indicators: Evidence from the trademark protection lifecycle in the U.S. pharmaceutical industry," Research Policy, Elsevier, vol. 49(4).
    6. Shu, Li & Wang, Wei, 2023. "Human capital and trademarks: Evidence from higher education expansion in China," Research Policy, Elsevier, vol. 52(10).
    7. Fisch, Christian & Meoli, Michele & Vismara, Silvio & Block, Jörn H., 2022. "The effect of trademark breadth on IPO valuation and post-IPO performance: an empirical investigation of 1510 European IPOs," Journal of Business Venturing, Elsevier, vol. 37(5).
    8. Bei, Xiaoshu, 2019. "Trademarks, specialized complementary assets, and the external sourcing of innovation," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    9. Max Nathan & Anna Rosso, 2017. "Innovative events," Development Working Papers 429, Centro Studi Luca d'Agliano, University of Milano, revised 08 Apr 2019.
    10. Darius Lambrecht & Joern Block & Matthias Neuenkirch & Holger Steinmetz & Tom Willeke, 2023. "The Interdependence of Intellectual Property and Sales in the Manufacturing Industry: Evidence from the Triangle of Patents, Trademarks, and Sales," Research Papers in Economics 2023-10, University of Trier, Department of Economics.
    11. Po‐Hsuan Hsu & Hai‐Ping Hui & Hsiao‐Hui Lee & Kevin Tseng, 2022. "Supply chain technology spillover, customer concentration, and product invention," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(2), pages 393-417, April.
    12. Castaldi Carolina & Mafini Dosso, 2018. "From R&D to market: using trademarks to capture the market capability of top R&D investors," JRC Working Papers on Corporate R&D and Innovation 2018-01, Joint Research Centre.
    13. Nathan, Max & Rosso, Anna, 2022. "Innovative events: product launches, innovation and firm performance," Research Policy, Elsevier, vol. 51(1).
    14. Kim, Jungho & Kollmann, Trevor & Palangkaraya, Alfons & Webster, Elizabeth, 2022. "Does local technological specialisation, diversity and dynamic competition enhance firm creation?," Research Policy, Elsevier, vol. 51(7).
    15. Gnangnon, Sèna Kimm, 2022. "Effect of the duration of membership in the World Trade Organization on Trademark Applications," EconStor Preprints 253266, ZBW - Leibniz Information Centre for Economics.
    16. Carolina Castaldi & Kyriakos Drivas, 2023. "Relatedness, Cross-relatedness and Regional Innovation Specializations: An Analysis of Technology, Design, and Market Activities in Europe and the US," Economic Geography, Taylor & Francis Journals, vol. 99(3), pages 253-284, May.
    17. Yang, Jialei & Hurmelinna-Laukkanen, Pia, 2022. "Evolving appropriability – Variation in the relevance of appropriability mechanisms across industries," Technovation, Elsevier, vol. 118(C).
    18. Stephane Lhuillery & Julio Raffo & Intan Hamdan-Livramento, 2016. "Measuring creativity: Learning from innovation measurement," WIPO Economic Research Working Papers 31, World Intellectual Property Organization - Economics and Statistics Division.
    19. Marco Grazzi & Chiara Piccardo & Cecilia Vergari, 2020. "Concordance and complementarity in IP instruments," Industry and Innovation, Taylor & Francis Journals, vol. 27(7), pages 756-788, August.
    20. Godinho, Manuel Mira & Ferreira, Vítor, 2012. "Analyzing the evidence of an IPR take-off in China and India," Research Policy, Elsevier, vol. 41(3), pages 499-511.

    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:spr:scient:v:127:y:2022:i:1:d:10.1007_s11192-021-04197-2. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.