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Knowledge recombination for emerging technological innovations: The case of green shipping

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  • Tsouri, Maria
  • Hansen, Teis
  • Hanson, Jens
  • Steen, Markus

Abstract

The paper explores knowledge recombination by analysing how knowledge networks in established technological fields influenced the formation of the emerging field of green shipping in the period 2007–2018. Previous research has demonstrated that embeddedness, proximity, and status are important mechanisms for the evolution of single technological fields. We investigate if these mechanisms also apply across technological fields. By employing dynamic social network analysis models, we find that actors transferred knowledge across technological fields through (re)combination mechanisms, which affected the emergence of the new technological field, but in different ways. While embeddedness and proximity played an important role, status was less important.

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  • Tsouri, Maria & Hansen, Teis & Hanson, Jens & Steen, Markus, 2022. "Knowledge recombination for emerging technological innovations: The case of green shipping," Technovation, Elsevier, vol. 114(C).
    • Handle: RePEc:eee:techno:v:114:y:2022:i:c:s0166497222000013
    DOI: 10.1016/j.technovation.2022.102454
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    1. Artur Santoalha & Ron Boschma, 2021. "Diversifying in green technologies in European regions: does political support matter?," Regional Studies, Taylor & Francis Journals, vol. 55(2), pages 182-195, February.
    2. Ron Martin & Peter Sunley, 2010. "The Place of Path Dependence in an Evolutionary Perspective on the Economic Landscape," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 3, Edward Elgar Publishing.
    3. Weber, K. Matthias & Rohracher, Harald, 2012. "Legitimizing research, technology and innovation policies for transformative change," Research Policy, Elsevier, vol. 41(6), pages 1037-1047.
    4. Gautam Ahuja & Giuseppe Soda & Akbar Zaheer, 2012. "The Genesis and Dynamics of Organizational Networks," Organization Science, INFORMS, vol. 23(2), pages 434-448, April.
    5. Roman Martin, 2013. "Differentiated Knowledge Bases and the Nature of Innovation Networks," European Planning Studies, Taylor & Francis Journals, vol. 21(9), pages 1418-1436, September.
    6. Corinne Autant‐Bernard & Pascal Billand & David Frachisse & Nadine Massard, 2007. "Social distance versus spatial distance in R&D cooperation: Empirical evidence from European collaboration choices in micro and nanotechnologies," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 495-519, August.
    7. Fragkiskos Papadopoulos & Maksim Kitsak & M. Ángeles Serrano & Marián Boguñá & Dmitri Krioukov, 2012. "Popularity versus similarity in growing networks," Nature, Nature, vol. 489(7417), pages 537-540, September.
    8. Corey C. Phelps & Ralph Heidl & Anu Wadhwa, 2012. "Networks, knowledge, and knowledge networks: A critical review and research agenda," Post-Print hal-00715591, HAL.
    9. Corinne Autant-Bernard & Nadine Massard & Robin Cowan, 2014. "Editors’ introduction to spatial knowledge networks: structure, driving forces and innovative performances," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 315-323, September.
    10. Lorenzo Cassi & Nicoletta Corrocher & Franco Malerba & Nicholas Vonortas, 2008. "Research Networks As Infrastructure For Knowledge Diffusion In European Regions," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(7-8), pages 663-676.
    11. Luo, Xiaowei Rose & Koput, Kenneth W. & Powell, Walter W., 2009. "Intellectual capital or signal? The effects of scientists on alliance formation in knowledge-intensive industries," Research Policy, Elsevier, vol. 38(8), pages 1313-1325, October.
    12. Giovanni Dosi & Richard Nelson, 2013. "The Evolution of Technologies: An Assessment of the State-of-the-Art," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 3-46, June.
    13. Ron Boschma, 2017. "Relatedness as driver of regional diversification: a research agenda," Regional Studies, Taylor & Francis Journals, vol. 51(3), pages 351-364, March.
    14. Markus Grillitsch & Bjørn Asheim & Michaela Trippl, 2018. "Unrelated knowledge combinations: the unexplored potential for regional industrial path development," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 11(2), pages 257-274.
    15. Claudia Werker & Vladimir Korzinov & Scott Cunningham, 2019. "Formation and output of collaborations: the role of proximity in German nanotechnology," Journal of Evolutionary Economics, Springer, vol. 29(2), pages 697-719, April.
    16. Ron A. Boschma & Koen Frenken, 2006. "Why is economic geography not an evolutionary science? Towards an evolutionary economic geography," Journal of Economic Geography, Oxford University Press, vol. 6(3), pages 273-302, June.
    17. Anne L.J. Ter Wal, 2013. "Cluster Emergence and Network Evolution: A Longitudinal Analysis of the Inventor Network in Sophia-Antipolis," Regional Studies, Taylor & Francis Journals, vol. 47(5), pages 651-668, May.
    18. Lorenzo Cassi & Anne Plunket, 2015. "Research Collaboration in Co-inventor Networks: Combining Closure, Bridging and Proximities," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 936-954, June.
    19. Roderik Ponds & Frank Van Oort & Koen Frenken, 2007. "The geographical and institutional proximity of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 423-443, August.
    20. Cantner, Uwe & Pyka, Andreas, 1998. "Technological evolution -- an analysis within the knowledge-based approach," Structural Change and Economic Dynamics, Elsevier, vol. 9(1), pages 85-107, March.
    21. Dijk, Marc & Orsato, Renato J. & Kemp, René, 2013. "The emergence of an electric mobility trajectory," Energy Policy, Elsevier, vol. 52(C), pages 135-145.
    22. Bjørn Asheim & Lars Coenen & Jan Vang, 2007. "Face-to-Face, Buzz, and Knowledge Bases: Sociospatial Implications for Learning, Innovation, and Innovation Policy," Environment and Planning C, , vol. 25(5), pages 655-670, October.
    23. Iammarino, Simona & McCann, Philip, 2006. "The structure and evolution of industrial clusters: Transactions, technology and knowledge spillovers," Research Policy, Elsevier, vol. 35(7), pages 1018-1036, September.
    24. Teis Hansen, 2015. "Substitution or Overlap? The Relations between Geographical and Non-spatial Proximity Dimensions in Collaborative Innovation Projects," Regional Studies, Taylor & Francis Journals, vol. 49(10), pages 1672-1684, October.
    25. Tom Broekel & Holger Graf, 2012. "Public research intensity and the structure of German R&D networks: a comparison of 10 technologies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 21(4), pages 345-372, April.
    26. Teis Hansen, 2014. "Juggling with Proximity and Distance: Collaborative Innovation Projects in the Danish Cleantech Industry," Economic Geography, Taylor & Francis Journals, vol. 90(4), pages 375-402, October.
    27. Martin Kalthaus, 2020. "Knowledge recombination along the technology life cycle," Journal of Evolutionary Economics, Springer, vol. 30(3), pages 643-704, July.
    28. Martina Kauffeld-Monz & Michael Fritsch, 2013. "Who Are the Knowledge Brokers in Regional Systems of Innovation? A Multi-Actor Network Analysis," Regional Studies, Taylor & Francis Journals, vol. 47(5), pages 669-685, May.
    29. Martina Kauffeld-Monz & Michael Fritsch, 2008. "Who are the brokers of knowledge in regional systems of innovation? A multi-actor network analysis," Jena Economics Research Papers 2008-089, Friedrich-Schiller-University Jena.
    30. Frank Neffke & Martin Henning & Ron Boschma, 2011. "How Do Regions Diversify over Time? Industry Relatedness and the Development of New Growth Paths in Regions," Economic Geography, Clark University, vol. 87(3), pages 237-265, July.
    31. Pierre-Alexandre Balland & Ron Boschma & Julien Ravet, 2019. "Network dynamics in collaborative research in the EU, 2003–2017," European Planning Studies, Taylor & Francis Journals, vol. 27(9), pages 1811-1837, September.
    32. Ron Boschma & Anne L. J. ter Wal, 2007. "Knowledge Networks and Innovative Performance in an Industrial District: The Case of a Footwear District in the South of Italy," Industry and Innovation, Taylor & Francis Journals, vol. 14(2), pages 177-199.
    33. Elisa Giuliani & Pierre-Alexandre Balland & Andrés Matta, 2019. "Straining but not thriving: understanding network dynamics in underperforming industrial clusters," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 147-172.
    34. Tom Broekel, 2019. "Using structural diversity to measure the complexity of technologies," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-23, May.
    35. Pierre-Alexandre Balland & Mathijs De Vaan & Ron Boschma, 2013. "The dynamics of interfirm networks along the industry life cycle: The case of the global video game industry, 1987--2007," Journal of Economic Geography, Oxford University Press, vol. 13(5), pages 741-765, September.
    36. Markus Steen & Gard Hopsdal Hansen, 2018. "Barriers to Path Creation: The Case of Offshore Wind Power in Norway," Economic Geography, Taylor & Francis Journals, vol. 94(2), pages 188-210, March.
    37. Andre Torre, 2008. "On the Role Played by Temporary Geographical Proximity in Knowledge Transmission," Regional Studies, Taylor & Francis Journals, vol. 42(6), pages 869-889.
    38. Wen, Jinyan & Qualls, William J. & Zeng, Deming, 2021. "To explore or exploit: The influence of inter-firm R&D network diversity and structural holes on innovation outcomes," Technovation, Elsevier, vol. 100(C).
    39. Ron Boschma & Ron Martin (ed.), 2010. "The Handbook of Evolutionary Economic Geography," Books, Edward Elgar Publishing, number 12864.
    40. Bart Verspagen, 2007. "Mapping Technological Trajectories As Patent Citation Networks: A Study On The History Of Fuel Cell Research," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 10(01), pages 93-115.
    41. Cantner, Uwe & Graf, Holger, 2006. "The network of innovators in Jena: An application of social network analysis," Research Policy, Elsevier, vol. 35(4), pages 463-480, May.
    42. Rune Dahl Fitjar & Franz Huber & Andrés Rodríguez-Pose, 2016. "Not too close, not too far: testing the Goldilocks principle of ‘optimal’ distance in innovation networks," Industry and Innovation, Taylor & Francis Journals, vol. 23(6), pages 465-487, August.
    43. Tom Broekel & Matthias Brachert, 2015. "The structure and evolution of inter-sectoral technological complementarity in R&D in Germany from 1990 to 2011," Journal of Evolutionary Economics, Springer, vol. 25(4), pages 755-785, September.
    44. Holger Graf, 2011. "Gatekeepers in regional networks of innovators," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 35(1), pages 173-198.
    45. Anne Ter Wal & Ron Boschma, 2011. "Co-evolution of Firms, Industries and Networks in Space," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 919-933.
    46. Tom Broekel & Wladimir Mueller, 2018. "Critical links in knowledge networks – What about proximities and gatekeeper organisations?," Industry and Innovation, Taylor & Francis Journals, vol. 25(10), pages 919-939, November.
    47. Michael Fritsch & Martina Kauffeld-Monz, 2010. "The impact of network structure on knowledge transfer: an application of social network analysis in the context of regional innovation networks," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 44(1), pages 21-38, February.
    48. Maria Tsouri, 2019. "Knowledge transfer in time of crisis: evidence from the Trentino region," Industry and Innovation, Taylor & Francis Journals, vol. 26(7), pages 820-842, August.
    49. Wagner, Caroline S. & Whetsell, Travis A. & Mukherjee, Satyam, 2019. "International research collaboration: Novelty, conventionality, and atypicality in knowledge recombination," Research Policy, Elsevier, vol. 48(5), pages 1260-1270.
    50. Pierre-Alexandre Balland, 2012. "Proximity and the Evolution of Collaboration Networks: Evidence from Research and Development Projects within the Global Navigation Satellite System (GNSS) Industry," Regional Studies, Taylor & Francis Journals, vol. 46(6), pages 741-756, September.
    51. König, Michael D. & Battiston, S. & Napoletano, M. & Schweitzer, F., 2011. "Recombinant knowledge and the evolution of innovation networks," Journal of Economic Behavior & Organization, Elsevier, vol. 79(3), pages 145-164, August.
    52. Ron Martin, 2010. "Roepke Lecture in Economic Geography—Rethinking Regional Path Dependence: Beyond Lock-in to Evolution," Economic Geography, Taylor & Francis Journals, vol. 86(1), pages 1-27, January.
    53. Ron Boschma, 2017. "Relatedness as driver behind regional diversification: a research agenda," Papers in Evolutionary Economic Geography (PEEG) 1702, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2017.
    54. Anne L. J. Ter Wal, 2014. "The dynamics of the inventor network in German biotechnology: geographic proximity versus triadic closure," Journal of Economic Geography, Oxford University Press, vol. 14(3), pages 589-620.
    55. Tom Broekel, 2015. "The Co-evolution of Proximities - A Network Level Study," Regional Studies, Taylor & Francis Journals, vol. 49(6), pages 921-935, June.
    56. Ron Boschma & Koen Frenken, 2010. "The Spatial Evolution of Innovation Networks: A Proximity Perspective," Chapters, in: Ron Boschma & Ron Martin (ed.), The Handbook of Evolutionary Economic Geography, chapter 5, Edward Elgar Publishing.
    57. Tom Broekel & Ron Boschma, 2012. "Knowledge networks in the Dutch aviation industry: the proximity paradox," Journal of Economic Geography, Oxford University Press, vol. 12(2), pages 409-433, March.
    58. Laranja, Manuel & Uyarra, Elvira & Flanagan, Kieron, 2008. "Policies for science, technology and innovation: Translating rationales into regional policies in a multi-level setting," Research Policy, Elsevier, vol. 37(5), pages 823-835, June.
    59. Pierre-Alexandre Balland & José Antonio Belso-Martínez & Andrea Morrison, 2016. "The Dynamics of Technical and Business Knowledge Networks in Industrial Clusters: Embeddedness, Status, or Proximity?," Economic Geography, Taylor & Francis Journals, vol. 92(1), pages 35-60, January.
    60. Anne Nygaard Tanner, 2016. "The emergence of new technology-based industries: the case of fuel cells and its technological relatedness to regional knowledge bases," Journal of Economic Geography, Oxford University Press, vol. 16(3), pages 611-635.
    61. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    62. Iris Wanzenböck & Thomas Scherngell & Thomas Brenner, 2014. "Embeddedness of regions in European knowledge networks: a comparative analysis of inter-regional R&D collaborations, co-patents and co-publications," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(2), pages 337-368, September.
    63. Jason Owen-Smith & Walter W. Powell, 2004. "Knowledge Networks as Channels and Conduits: The Effects of Spillovers in the Boston Biotechnology Community," Organization Science, INFORMS, vol. 15(1), pages 5-21, February.
    64. Anne Lorentzen, 2008. "Knowledge networks in local and global space," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 20(6), pages 533-545.
    65. Grillitsch, Markus & Hansen, Teis & Coenen, Lars & Miörner, Johan & Moodysson, Jerker, 2019. "Innovation policy for system-wide transformation: The case of strategic innovation programmes (SIPs) in Sweden," Research Policy, Elsevier, vol. 48(4), pages 1048-1061.
    66. Rost, Katja, 2011. "The strength of strong ties in the creation of innovation," Research Policy, Elsevier, vol. 40(4), pages 588-604, May.
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    More about this item

    Keywords

    Knowledge recombination; Network evolution; Emerging technologies;
    All these keywords.

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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