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Collaboration networks and radical innovation: Two faces of tie strength and structural holes

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  • Zhang, Jia
  • Wang, Jian
  • Winnink, Jos
  • Jong, Simcha

Abstract

This paper studies how tie strength and structural holes collectively affect innovation radicalness at a location within an innovating firm. We identified 16,011 inventors’ locations of the 93 most innovative U.S. pharmaceuticals and biotechnology companies on the EU Industrial R&D Investment Scoreboard. We tracked their patents from 2001 to 2013 and constructed a panel dataset for analysis. Using firm-location fixed effect models, we found that the average tie strength of a location's egocentric network has a negative effect on innovation radicalness, and this negative effect is stronger when the location's egocentric network is cohesive. This suggests that weak ties have informational advantages for radical innovation, which are more pronounced when there is network cohesion to mitigate the relational disadvantages of weak ties. We also found a negative effect of structural holes on innovation radicalness when tie strength is weak but a positive effect when tie strength is strong. This indicates that strong ties are needed for mobilizing the informational advantages associated with structural holes.

Suggested Citation

  • Zhang, Jia & Wang, Jian & Winnink, Jos & Jong, Simcha, 2025. "Collaboration networks and radical innovation: Two faces of tie strength and structural holes," Journal of Informetrics, Elsevier, vol. 19(1).
    • Handle: RePEc:eee:infome:v:19:y:2025:i:1:s1751157724001482
    DOI: 10.1016/j.joi.2024.101636
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    1. Daniel Tzabbar & Alex Vestal, 2015. "Bridging the Social Chasm in Geographically Distributed R&D Teams: The Moderating Effects of Relational Strength and Status Asymmetry on the Novelty of Team Innovation," Organization Science, INFORMS, vol. 26(3), pages 811-829, June.
    2. Arie Y Lewin & Silvia Massini & Carine Peeters, 2009. "Why are companies offshoring innovation? The emerging global race for talent," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 40(8), pages 1406-1406, October.
    3. Simms, Christopher & Frishammar, Johan & Ford, Nicholas, 2021. "The front end in radical process innovation projects: Sources of knowledge problems and coping mechanisms," Technovation, Elsevier, vol. 105(C).
    4. Christian Leibel & Lutz Bornmann, 2024. "What do we know about the disruption index in scientometrics? An overview of the literature," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(1), pages 601-639, January.
    5. René Belderbos & Bart Leten & Shinya Suzuki, 2017. "Scientific research, firm heterogeneity, and foreign R&D locations of multinational firms," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(3), pages 691-711, September.
    6. Bordons, María & Aparicio, Javier & González-Albo, Borja & Díaz-Faes, Adrián A., 2015. "The relationship between the research performance of scientists and their position in co-authorship networks in three fields," Journal of Informetrics, Elsevier, vol. 9(1), pages 135-144.
    7. 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).
    8. Manuel E. Sosa, 2011. "Where Do Creative Interactions Come From? The Role of Tie Content and Social Networks," Organization Science, INFORMS, vol. 22(1), pages 1-21, February.
    9. Wang, Cheng-Jun & Yan, Lihan & Cui, Haochuan, 2023. "Unpacking the essential tension of knowledge recombination: Analyzing the impact of knowledge spanning on citation impact and disruptive innovation," Journal of Informetrics, Elsevier, vol. 17(4).
    10. 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.
    11. Tu, Jing, 2020. "The role of dyadic social capital in enhancing collaborative knowledge creation," Journal of Informetrics, Elsevier, vol. 14(2).
    12. Wang, Jian, 2016. "Knowledge creation in collaboration networks: Effects of tie configuration," Research Policy, Elsevier, vol. 45(1), pages 68-80.
    13. Pino G. Audia & Jack A. Goncalo, 2007. "Past Success and Creativity over Time: A Study of Inventors in the Hard Disk Drive Industry," Management Science, INFORMS, vol. 53(1), pages 1-15, January.
    14. Andreas Al-Laham & Daniel Tzabbar & Terry L. Amburgey, 2011. "The dynamics of knowledge stocks and knowledge flows: innovation consequences of recruitment and collaboration in biotech," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(2), pages 555-583, April.
    15. Arie Lewin & Silvia Massini & Carine Peeters, 2008. "Why are companies offshoring innovation ?the emerging global race for talent," Working Papers CEB 08-009, ULB -- Universite Libre de Bruxelles.
    16. Sotaro Shibayama & Jian Wang, 2020. "Measuring originality in science," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(1), pages 409-427, January.
    17. Paul Geroski & Mariana Mazzucato, 2002. "Learning and the sources of corporate growth," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 11(4), pages 623-644, August.
    18. 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.
    19. Michael Park & Erin Leahey & Russell J. Funk, 2023. "Papers and patents are becoming less disruptive over time," Nature, Nature, vol. 613(7942), pages 138-144, January.
    20. 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.
    21. Schoenmakers, Wilfred & Duysters, Geert, 2010. "The technological origins of radical inventions," Research Policy, Elsevier, vol. 39(8), pages 1051-1059, October.
    22. Helen S. Du & René Belderbos & Dieter Somers, 2022. "Research versus development: global cities and the location of MNCs’ cross-border R&D investments," Regional Studies, Taylor & Francis Journals, vol. 56(12), pages 2001-2018, December.
    23. Sarath Balachandran & Exequiel Hernandez, 2018. "Networks and Innovation: Accounting for Structural and Institutional Sources of Recombination in Brokerage Triads," Organization Science, INFORMS, vol. 29(1), pages 80-99, February.
    24. Erin Leahey & Jina Lee & Russell J. Funk, 2023. "What Types of Novelty Are Most Disruptive?," American Sociological Review, , vol. 88(3), pages 562-597, June.
    25. Verhoeven, Dennis & Bakker, Jurriën & Veugelers, Reinhilde, 2016. "Measuring technological novelty with patent-based indicators," Research Policy, Elsevier, vol. 45(3), pages 707-723.
    26. Marc Bourreau & Michel Gensollen & François Moreau, 2012. "The Impact of a Radical Innovation on Business Models: Incremental Adjustments or Big Bang?," Industry and Innovation, Taylor & Francis Journals, vol. 19(5), pages 415-435, July.
    27. Gino Cattani & Simone Ferriani, 2008. "A Core/Periphery Perspective on Individual Creative Performance: Social Networks and Cinematic Achievements in the Hollywood Film Industry," Organization Science, INFORMS, vol. 19(6), pages 824-844, December.
    28. Florian Seliger & Gaéran de Rassenfosse & Jan Kozak, 2019. "Geocoding of worldwide patent data," KOF Working papers 19-458, KOF Swiss Economic Institute, ETH Zurich.
    29. Capponi, Giovanna & Martinelli, Arianna & Nuvolari, Alessandro, 2022. "Breakthrough innovations and where to find them," Research Policy, Elsevier, vol. 51(1).
    30. Anil K. Gupta & Vijay Govindarajan, 2000. "Knowledge flows within multinational corporations," Strategic Management Journal, Wiley Blackwell, vol. 21(4), pages 473-496, April.
    31. Marco Tortoriello & Ray Reagans & Bill McEvily, 2012. "Bridging the Knowledge Gap: The Influence of Strong Ties, Network Cohesion, and Network Range on the Transfer of Knowledge Between Organizational Units," Organization Science, INFORMS, vol. 23(4), pages 1024-1039, August.
    32. M. Ann McFadyen & Matthew Semadeni & Albert A. Cannella, 2009. "Value of Strong Ties to Disconnected Others: Examining Knowledge Creation in Biomedicine," Organization Science, INFORMS, vol. 20(3), pages 552-564, June.
    33. Delgado-Verde, Miriam & Martín-de Castro, Gregorio & Amores-Salvadó, Javier, 2016. "Intellectual capital and radical innovation: Exploring the quadratic effects in technology-based manufacturing firms," Technovation, Elsevier, vol. 54(C), pages 35-47.
    34. Paul Almeida & Anupama Phene, 2004. "Subsidiaries and knowledge creation: the influence of the MNC and host country on innovation," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 847-864, August.
    35. Daniel Z. Levin & Jorge Walter & J. Keith Murnighan, 2011. "Dormant Ties: The Value Of Reconnecting," Organization Science, INFORMS, vol. 22(4), pages 923-939, August.
    36. Catalina Martínez, 2011. "Patent families: When do different definitions really matter?," Scientometrics, Springer;Akadémiai Kiadó, vol. 86(1), pages 39-63, January.
    37. Matthews, Lane & Heyden, Mariano L.M. & Zhou, Dan, 2022. "Paradoxical transparency? Capital market responses to exploration and exploitation disclosure," Research Policy, Elsevier, vol. 51(1).
    38. Kobarg, Sebastian & Stumpf-Wollersheim, Jutta & Welpe, Isabell M., 2019. "More is not always better: Effects of collaboration breadth and depth on radical and incremental innovation performance at the project level," Research Policy, Elsevier, vol. 48(1), pages 1-10.
    39. Lambiotte, R. & Panzarasa, P., 2009. "Communities, knowledge creation, and information diffusion," Journal of Informetrics, Elsevier, vol. 3(3), pages 180-190.
    40. Tanya Menon & Jeffrey Pfeffer, 2003. "Valuing Internal vs. External Knowledge: Explaining the Preference for Outsiders," Management Science, INFORMS, vol. 49(4), pages 497-513, April.
    41. Marc Bourreau & Michel Gensollen & François Moreau, 2012. "The Impact of a Radical Innovation on Business Models: Incremental Adjustments or Big Bang?," Industry and Innovation, Taylor & Francis Journals, vol. 19(5), pages 415-435, July.
    42. Chen, Jiyao & Shao, Diana & Fan, Shaokun, 2021. "Destabilization and consolidation: Conceptualizing, measuring, and validating the dual characteristics of technology," Research Policy, Elsevier, vol. 50(1).
    43. Russell J. Funk & Jason Owen-Smith, 2017. "A Dynamic Network Measure of Technological Change," Management Science, INFORMS, vol. 63(3), pages 791-817, March.
    44. René Belderbos & Marcelina Grabowska & Stijn Kelchtermans & Bart Leten & Jojo Jacob & Massimo Riccaboni, 2021. "Whither geographic proximity? Bypassing local R&D units in foreign university collaboration," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(7), pages 1302-1330, September.
    45. Deyle, Hanno-G. & Grupp, Hariolf, 2005. "Commuters and the regional assignment of innovative activities: A methodological patent study of German districts," Research Policy, Elsevier, vol. 34(2), pages 221-234, March.
    46. Jill E. Perry-Smith & Christina E. Shalley, 2014. "A Social Composition View of Team Creativity: The Role of Member Nationality-Heterogeneous Ties Outside of the Team," Organization Science, INFORMS, vol. 25(5), pages 1434-1452, October.
    47. Martin Gargiulo & Mario Benassi, 2000. "Trapped in Your Own Net? Network Cohesion, Structural Holes, and the Adaptation of Social Capital," Organization Science, INFORMS, vol. 11(2), pages 183-196, April.
    48. Bornmann, Lutz & Tekles, Alexander, 2021. "Convergent validity of several indicators measuring disruptiveness with milestone assignments to physics papers by experts," Journal of Informetrics, Elsevier, vol. 15(3).
    49. Juan Alcácer & Minyuan Zhao, 2012. "Local R&D Strategies and Multilocation Firms: The Role of Internal Linkages," Management Science, INFORMS, vol. 58(4), pages 734-753, April.
    50. Wang, Chun-Chieh & Sung, Hui-Yun & Chen, Dar-Zen & Huang, Mu-Hsuan, 2017. "Strong ties and weak ties of the knowledge spillover network in the semiconductor industry," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 114-127.
    51. 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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