IDEAS home Printed from https://ideas.repec.org/p/uto/dipeco/201916.html
   My bibliography  Save this paper

Looking forward via the Past: An Investigation of the Evolution of the Knowledge Base of Robotics Firms

Author

Listed:

Abstract

The case studies described in this paper investigate the evolution of the knowledge bases of the two leading EU robotics firms - KUKA and COMAU. The analysis adopts an evolutionary perspective and a systems approach to examine a set of derived patent-based measures to explore firm behavior in technological knowledge search and accumulation. The investigation is supplemented by analyses of the firms' historical archives, firm strategies and prevailing economic context at selected periods. Our findings suggest that while these enterprises maintain an outwardlooking innovation propensity and a diversified knowledge base they tend to have a higher preference for continuity and stability of their existing technical knowledge sets. The two companies studied exhibit partially different responses to the common and on-going broader change in the robotics industry (i.e. the emergence of artificial intelligence and ICT for application to robotics); KUKA is shown to be more outward-looking than COMAU. Internal restructuring, economic shocks and firm specificities are found to be stronger catalysts of change than external technology-based stimuli.

Suggested Citation

  • Estolatan, Eric & Geuna, Aldo, 2019. "Looking forward via the Past: An Investigation of the Evolution of the Knowledge Base of Robotics Firms," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201916, University of Turin.
  • Handle: RePEc:uto:dipeco:201916
    as

    Download full text from publisher

    File URL: https://www.est.unito.it/do/home.pl/Download?doc=/allegati/wp2019dip/wp_16_2019.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Juan Alcácer & Michelle Gittelman, 2006. "Patent Citations as a Measure of Knowledge Flows: The Influence of Examiner Citations," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 774-779, November.
    2. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    3. Klevorick, Alvin K. & Levin, Richard C. & Nelson, Richard R. & Winter, Sidney G., 1995. "On the sources and significance of interindustry differences in technological opportunities," Research Policy, Elsevier, vol. 24(2), pages 185-205, March.
    4. Nancey Green Leigh & Benjamin R. Kraft, 2018. "Emerging robotic regions in the United States: insights for regional economic evolution," Regional Studies, Taylor & Francis Journals, vol. 52(6), pages 804-815, June.
    5. Achilladelis, Basil & Schwarzkopf, Albert & Cines, Martin, 1990. "The dynamics of technological innovation: The case of the chemical industry," Research Policy, Elsevier, vol. 19(1), pages 1-34, February.
    6. Eric von Hippel, 1994. ""Sticky Information" and the Locus of Problem Solving: Implications for Innovation," Management Science, INFORMS, vol. 40(4), pages 429-439, April.
    7. Nicolas van Zeebroeck & Bruno van Pottelsberghe de la Potterie & Wook Han, 2006. "Issues in measuring the degree of technological specialisation with patent data," Scientometrics, Springer;Akadémiai Kiadó, vol. 66(3), pages 481-492, March.
    8. Adam Jaffe & Manuel Trajtenberg, 1999. "International Knowledge Flows: Evidence From Patent Citations," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 8(1-2), pages 105-136.
    9. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    10. Laura B. Cardinal, 2001. "Technological Innovation in the Pharmaceutical Industry: The Use of Organizational Control in Managing Research and Development," Organization Science, INFORMS, vol. 12(1), pages 19-36, February.
    11. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    12. Cloodt, Myriam & Hagedoorn, John & Van Kranenburg, Hans, 2006. "Mergers and acquisitions: Their effect on the innovative performance of companies in high-tech industries," Research Policy, Elsevier, vol. 35(5), pages 642-654, June.
    13. Frank T. Rothaermel, 2001. "Incumbent's advantage through exploiting complementary assets via interfirm cooperation," Strategic Management Journal, Wiley Blackwell, vol. 22(6‐7), pages 687-699, June.
    14. Thomas H. Klier, 2004. "Challenges to the U.S. auto industry," Chicago Fed Letter, Federal Reserve Bank of Chicago, issue Mar.
    15. Griliches, Zvi, 1998. "R&D and Productivity," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226308869, December.
    16. Kiyohiko G. Nishimura & Hiroyuki Ozaki, 2017. "Economics of Pessimism and Optimism," Springer Books, Springer, number 978-4-431-55903-0, November.
    17. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    18. Zvi Griliches, 1998. "R&D and Productivity: The Econometric Evidence," NBER Books, National Bureau of Economic Research, Inc, number gril98-1, March.
    19. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    20. Zi-Lin He & Poh-Kam Wong, 2004. "Exploration vs. Exploitation: An Empirical Test of the Ambidexterity Hypothesis," Organization Science, INFORMS, vol. 15(4), pages 481-494, August.
    21. 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.
    22. Patel, Pari & Pavitt, Keith, 1997. "The technological competencies of the world's largest firms: Complex and path-dependent, but not much variety," Research Policy, Elsevier, vol. 26(2), pages 141-156, May.
    23. Camuffo, Arnaldo & Volpato, Giuseppe, 1996. "Dynamic Capabilities and Manufacturing Automation: Organizational Learning in the Italian Automobile Industry," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 5(3), pages 813-838.
    24. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    25. Michael Roach & Wesley M. Cohen, 2013. "Lens or Prism? Patent Citations as a Measure of Knowledge Flows from Public Research," Management Science, INFORMS, vol. 59(2), pages 504-525, October.
    26. Lori Rosenkopf & Atul Nerkar, 2001. "Beyond local search: boundary‐spanning, exploration, and impact in the optical disk industry," Strategic Management Journal, Wiley Blackwell, vol. 22(4), pages 287-306, April.
    27. Dosi, Giovanni, 1988. "Sources, Procedures, and Microeconomic Effects of Innovation," Journal of Economic Literature, American Economic Association, vol. 26(3), pages 1120-1171, September.
    28. Emmanuel Duguet & Megan MacGarvie, 2005. "How well do patent citations measure flows of technology? Evidence from French innovation surveys," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(5), pages 375-393.
    29. Gautam Ahuja & Riitta Katila, 2004. "Where do resources come from? The role of idiosyncratic situations," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 887-907, August.
    30. AfDB AfDB, . "Annual Report 2012," Annual Report, African Development Bank, number 461.
    31. Manuel Trajtenberg & Adam B. Jaffe & Michael S. Fogarty, 2000. "Knowledge Spillovers and Patent Citations: Evidence from a Survey of Inventors," American Economic Review, American Economic Association, vol. 90(2), pages 215-218, May.
    32. Maurseth, Per Botolf & Verspagen, Bart, 2002. " Knowledge Spillovers in Europe: A Patent Citations Analysis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(4), pages 531-545, December.
    33. Per Botolf Maurseth & Bart Verspagen, 2002. "Knowledge Spillovers in Europe: A Patent Citations Analysis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(4), pages 531-545, December.
    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. Heide Fier & Andreas Pyka, 2014. "Against the one-way-street: analyzing knowledge transfer from industry to science," The Journal of Technology Transfer, Springer, vol. 39(2), pages 219-246, April.
    2. Adam B. Jaffe & Gaétan de Rassenfosse, 2017. "Patent citation data in social science research: Overview and best practices," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 68(6), pages 1360-1374, June.
    3. 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.
    4. Franco Malerba & Maria Mancusi & Fabio Montobbio, 2013. "Innovation, international R&D spillovers and the sectoral heterogeneity of knowledge flows," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(4), pages 697-722, December.
    5. Stefan Wagner & Karin Hoisl & Grid Thoma, 2014. "Overcoming localization of knowledge — the role of professional service firms," Strategic Management Journal, Wiley Blackwell, vol. 35(11), pages 1671-1688, November.
    6. Leonie Koch & Martin Simmler, 2020. "How Important are Local Knowledge Spillovers of Public R&D and What Drives Them?," EconPol Working Paper 42, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    7. Wang, Heli & Chen, Wei-Ru, 2010. "Is firm-specific innovation associated with greater value appropriation? The roles of environmental dynamism and technological diversity," Research Policy, Elsevier, vol. 39(1), pages 141-154, February.
    8. Dennys Eduardo Rossetto & Roberto Carlos Bernardes & Felipe Mendes Borini & Cristiane Chaves Gattaz, 2018. "Structure and evolution of innovation research in the last 60 years: review and future trends in the field of business through the citations and co-citations analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(3), pages 1329-1363, June.
    9. Francesco Lamperti & Franco Malerba & Roberto Mavilia & Giorgio Tripodi, 2019. "Does the Position in the Inter-sectoral Knowledge Space affect the International Competitiveness of Industries?," LEM Papers Series 2019/23, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    10. Stephan, Annegret & Bening, Catharina R. & Schmidt, Tobias S. & Schwarz, Marius & Hoffmann, Volker H., 2019. "The role of inter-sectoral knowledge spillovers in technological innovations: The case of lithium-ion batteries," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    11. Corradini, Carlo & De Propris, Lisa, 2017. "Beyond local search: Bridging platforms and inter-sectoral technological integration," Research Policy, Elsevier, vol. 46(1), pages 196-206.
    12. Ye Jin Lee & Kwangsoo Shin & Eungdo Kim, 2019. "The Influence of a Firm’s Capability and Dyadic Relationship of the Knowledge Base on Ambidextrous Innovation in Biopharmaceutical M&As," Sustainability, MDPI, vol. 11(18), pages 1-17, September.
    13. Joaquín M. Azagra-Caro, 2012. "Access to universities’ public knowledge: who’s more nationalist?," Scientometrics, Springer;Akadémiai Kiadó, vol. 91(3), pages 671-691, June.
    14. Bart Leten & Rene Belderbos & Bart Van Looy, 2016. "Entry and Technological Performance in New Technology Domains: Technological Opportunities, Technology Competition and Technological Relatedness," Journal of Management Studies, Wiley Blackwell, vol. 53(8), pages 1257-1291, December.
    15. Jatinder S. Sidhu & Harry R. Commandeur & Henk W. Volberda, 2007. "The Multifaceted Nature of Exploration and Exploitation: Value of Supply, Demand, and Spatial Search for Innovation," Organization Science, INFORMS, vol. 18(1), pages 20-38, February.
    16. Conti, C. & Mancusi, M.L. & Sanna-Randaccio, F. & Sestini, R. & Verdolini, E., 2018. "Transition towards a green economy in Europe: Innovation and knowledge integration in the renewable energy sector," Research Policy, Elsevier, vol. 47(10), pages 1996-2009.
    17. Dibiaggio, Ludovic & Nasiriyar, Maryam & Nesta, Lionel, 2014. "Substitutability and complementarity of technological knowledge and the inventive performance of semiconductor companies," Research Policy, Elsevier, vol. 43(9), pages 1582-1593.
    18. Lisa De Propris & Carlo Corradini, 2013. "Technological platforms and global opportunities," ERSA conference papers ersa13p867, European Regional Science Association.
    19. Yang, Hongyan & Steensma, H. Kevin, 2014. "When do firms rely on their knowledge spillover recipients for guidance in exploring unfamiliar knowledge?," Research Policy, Elsevier, vol. 43(9), pages 1496-1507.
    20. Zhang, Feng & Jiang, Guohua & Cantwell, John A., 2019. "Geographically Dispersed Technological Capability Building and MNC Innovative Performance: The Role of Intra-firm Flows of Newly Absorbed Knowledge," Journal of International Management, Elsevier, vol. 25(3), pages 1-1.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:uto:dipeco:201916. 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: Piero Cavaleri or Marina Grazioli (email available below). General contact details of provider: https://edirc.repec.org/data/detorit.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.