IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v15y2024i4d10.1007_s13132-024-01825-z.html
   My bibliography  Save this article

Unlocking Creativity: The Impact of Inventors’ Knowledge Complementarity and Substitutability in Moderating Structural Holes

Author

Listed:
  • Jingxue Wang

    (Xi’an University of Architecture and Technology)

  • Chengjun Wang

    (Xi’an University of Architecture and Technology)

  • Yang Li

    (Xi’an University of Architecture and Technology)

Abstract

This study delves into the intricate dynamics of network structures and their influence on creativity within innovation networks, emphasizing the pivotal role of knowledge diversity. It introduces the novel concept of “network content view,” a perspective focusing on the knowledge characteristics of network actors, namely knowledge complementarity and substitutability. Our research posits that these knowledge dimensions critically modulate the relationship between structural holes and creative output. We assert that both knowledge complementarity and substitutability enrich the advantages provided by structural holes in networks. Complementarity enhances the creative process by facilitating the integration of disparate knowledge domains, while substitutability ensures efficient assimilation and application of similar knowledge elements. The study’s empirical analysis, utilizing data from 33 pharmaceutical companies, employs a negative binomial model to explore these relationships. Our findings reveal that knowledge complementarity and substitutability significantly bolster the creative benefits derived from structural holes. However, the balance and interaction between these knowledge types optimally leverage the potential of structural gaps for fostering creativity. The research contributes to the existing literature by highlighting the importance of network content alongside structure in stimulating innovation. Practically, this study guides managers and inventors in capitalizing on network positions and knowledge attributes to cultivate a fertile environment for creativity. It underscores the need for strategic management of knowledge resources within networks, aligning with the imperatives of the knowledge economy. Thus, this research enhances theoretical understanding and offers practical insights for fostering innovation in information-intensive settings like the pharmaceutical industry.

Suggested Citation

  • Jingxue Wang & Chengjun Wang & Yang Li, 2024. "Unlocking Creativity: The Impact of Inventors’ Knowledge Complementarity and Substitutability in Moderating Structural Holes," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 17847-17880, December.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:4:d:10.1007_s13132-024-01825-z
    DOI: 10.1007/s13132-024-01825-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-024-01825-z
    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/s13132-024-01825-z?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. Rafael A. Corredoira & Lori Rosenkopf, 2010. "Should auld acquaintance be forgot? the reverse transfer of knowledge through mobility ties," Strategic Management Journal, Wiley Blackwell, vol. 31(2), pages 159-181, February.
    2. Giovanni Gavetti & Daniel A. Levinthal & Jan W. Rivkin, 2005. "Strategy making in novel and complex worlds: the power of analogy," Strategic Management Journal, Wiley Blackwell, vol. 26(8), pages 691-712, August.
    3. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    4. Messeni Petruzzelli, Antonio & Ardito, Lorenzo & Savino, Tommaso, 2018. "Maturity of knowledge inputs and innovation value: The moderating effect of firm age and size," Journal of Business Research, Elsevier, vol. 86(C), pages 190-201.
    5. Maryam Nasiriyar & Lionel Nesta & Ludovic Dibiaggio, 2014. "The moderating role of the complementary nature of technological resources in the diversification–performance relationship," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(5), pages 1357-1380.
    6. Jasjit Singh & Ajay Agrawal, 2011. "Recruiting for Ideas: How Firms Exploit the Prior Inventions of New Hires," Management Science, INFORMS, vol. 57(1), pages 129-150, January.
    7. Crescenzi, Riccardo & Gagliardi, Luisa, 2018. "The innovative performance of firms in heterogeneous environments: The interplay between external knowledge and internal absorptive capacities," Research Policy, Elsevier, vol. 47(4), pages 782-795.
    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. Simon Rodan & Charles Galunic, 2004. "More than network structure: how knowledge heterogeneity influences managerial performance and innovativeness," Strategic Management Journal, Wiley Blackwell, vol. 25(6), pages 541-562, June.
    10. 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.
    11. 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.
    12. Lewbel, Arthur, 2018. "Identification and estimation using heteroscedasticity without instruments: The binary endogenous regressor case," Economics Letters, Elsevier, vol. 165(C), pages 10-12.
    13. Morten T. Hansen, 2002. "Knowledge Networks: Explaining Effective Knowledge Sharing in Multiunit Companies," Organization Science, INFORMS, vol. 13(3), pages 232-248, June.
    14. Bruno Cirillo & Stefano Brusoni & Giovanni Valentini, 2014. "The Rejuvenation of Inventors Through Corporate Spinouts," Organization Science, INFORMS, vol. 25(6), pages 1764-1784, December.
    15. Isin Guler & Atul Nerkar, 2012. "The impact of global and local cohesion on innovation in the pharmaceutical industry," Strategic Management Journal, Wiley Blackwell, vol. 33(5), pages 535-549, May.
    16. Huang, Cui & Yang, Chao & Su, Jun, 2021. "Identifying core policy instruments based on structural holes: A case study of China’s nuclear energy policy," Journal of Informetrics, Elsevier, vol. 15(2).
    17. Richard F. J. Haans & Constant Pieters & Zi-Lin He, 2016. "Thinking about U: Theorizing and testing U- and inverted U-shaped relationships in strategy research," Strategic Management Journal, Wiley Blackwell, vol. 37(7), pages 1177-1195, July.
    18. Nemet, Gregory F. & Johnson, Evan, 2012. "Do important inventions benefit from knowledge originating in other technological domains?," Research Policy, Elsevier, vol. 41(1), pages 190-200.
    19. Soda, Giuseppe & Zaheer, Akbar & Sun, Xiaoming & Cui, Wentian, 2021. "Brokerage evolution in innovation contexts: Formal structure, network neighborhoods and knowledge," Research Policy, Elsevier, vol. 50(10).
    20. Nemet, Gregory F., 2012. "Inter-technology knowledge spillovers for energy technologies," Energy Economics, Elsevier, vol. 34(5), pages 1259-1270.
    21. Bembom, Michael & Schwens, Christian, 2018. "The role of networks in early internationalizing firms: A systematic review and future research agenda," European Management Journal, Elsevier, vol. 36(6), pages 679-694.
    22. Gautam Ahuja & Riitta Katila, 2001. "Technological acquisitions and the innovation performance of acquiring firms: a longitudinal study," Strategic Management Journal, Wiley Blackwell, vol. 22(3), pages 197-220, March.
    23. Muller, Eitan & Peres, Renana, 2019. "The effect of social networks structure on innovation performance: A review and directions for research," International Journal of Research in Marketing, Elsevier, vol. 36(1), pages 3-19.
    24. Jiao, Hao & Wang, Tang & Yang, Jifeng, 2022. "Team structure and invention impact under high knowledge diversity: An empirical examination of computer workstation industry," Technovation, Elsevier, vol. 114(C).
    25. Bob Kijkuit & Jan Van Den Ende, 2007. "The Organizational Life of an Idea: Integrating Social Network, Creativity and Decision‐Making Perspectives," Journal of Management Studies, Wiley Blackwell, vol. 44(6), pages 863-882, September.
    26. Toby E. Stuart, 2000. "Interorganizational alliances and the performance of firms: a study of growth and innovation rates in a high‐technology industry," Strategic Management Journal, Wiley Blackwell, vol. 21(8), pages 791-811, August.
    27. Srikanth Paruchuri & Snehal Awate, 2017. "Organizational knowledge networks and local search: The role of intra‐organizational inventor networks," Strategic Management Journal, Wiley Blackwell, vol. 38(3), pages 657-675, March.
    28. Pei Yee Chin & Nina Evans & Charles Zhechao Liu & Kim-Kwang Raymond Choo, 2020. "Understanding Factors Influencing Employees’ Consumptive and Contributive Use of Enterprise Social Networks," Information Systems Frontiers, Springer, vol. 22(6), pages 1357-1376, December.
    29. Saliha Gul Abbasi & Mazhar Abbas & Mahir Pradana & Serhan Abdullah Salem Al-Shammari & Umer Zaman & Muhammad Shahid Nawaz, 2021. "Impact of Organizational and Individual Factors on Knowledge Sharing Behavior: Social Capital Perspective," SAGE Open, , vol. 11(4), pages 21582440211, October.
    30. Reza Hasmath & Jessica C. Teets & Orion A. Lewis, 2019. "The innovative personality? Policy making and experimentation in an authoritarian bureaucracy," Public Administration & Development, Blackwell Publishing, vol. 39(3), pages 154-162, August.
    31. 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.
    32. Suh, Yongyoon & Jeon, Jeonghwan, 2019. "Monitoring patterns of open innovation using the patent-based brokerage analysis," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 595-605.
    33. Wang, Ming-Chao & Chen, Pei-Chen & Fang, Shih-Chieh, 2018. "A critical view of knowledge networks and innovation performance: The mediation role of firms' knowledge integration capability," Journal of Business Research, Elsevier, vol. 88(C), pages 222-233.
    34. Gurneeta Vasudeva & Akbar Zaheer & Exequiel Hernandez, 2013. "The Embeddedness of Networks: Institutions, Structural Holes, and Innovativeness in the Fuel Cell Industry," Organization Science, INFORMS, vol. 24(3), pages 645-663, June.
    35. 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.
    36. Frank van der Wouden & David L. Rigby, 2019. "Co‐inventor networks and knowledge production in specialized and diversified cities," Papers in Regional Science, Wiley Blackwell, vol. 98(4), pages 1833-1853, August.
    37. repec:spo:wpmain:info:hdl:2441/43aq8ffdqb82sbffkv69bt1eaa is not listed on IDEAS
    38. Malik, Ashish & De Silva, M.T. Thedushika & Budhwar, Pawan & Srikanth, N.R., 2021. "Elevating talents' experience through innovative artificial intelligence-mediated knowledge sharing: Evidence from an IT-multinational enterprise," Journal of International Management, Elsevier, vol. 27(4).
    39. Maurizio Zollo & Sidney G. Winter, 2002. "Deliberate Learning and the Evolution of Dynamic Capabilities," Organization Science, INFORMS, vol. 13(3), pages 339-351, June.
    40. 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.
    41. Schoenmakers, Wilfred & Duysters, Geert, 2010. "The technological origins of radical inventions," Research Policy, Elsevier, vol. 39(8), pages 1051-1059, October.
    42. 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.
    43. repec:hal:spmain:info:hdl:2441/43aq8ffdqb82sbffkv69bt1eaa is not listed on IDEAS
    44. 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.
    45. Corey C. Phelps, 2010. "A longitudinal study of the influence of alliance network structure and composition on firm exploratory innovation," Post-Print hal-00528392, HAL.
    46. Di Ye & Linlin Zheng & Peixu He, 2021. "Industry Cluster Innovation Upgrading and Knowledge Evolution: A Simulation Analysis Based on Small-World Networks," SAGE Open, , vol. 11(3), pages 21582440211, July.
    47. Boh, Wai Fong & Evaristo, Roberto & Ouderkirk, Andrew, 2014. "Balancing breadth and depth of expertise for innovation: A 3M story," Research Policy, Elsevier, vol. 43(2), pages 349-366.
    48. Michael D. Ryall & Olav Sorenson, 2007. "Brokers and Competitive Advantage," Management Science, INFORMS, vol. 53(4), pages 566-583, April.
    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. Rajat Khanna & Isin Guler, 2022. "Degree assortativity in collaboration networks and invention performance," Strategic Management Journal, Wiley Blackwell, vol. 43(7), pages 1402-1430, July.
    2. Wadhwa, Anu & Phelps, Corey & Kotha, Suresh, 2016. "Corporate venture capital portfolios and firm innovation," Journal of Business Venturing, Elsevier, vol. 31(1), pages 95-112.
    3. Zakaryan, Arusyak, 2023. "Organizational knowledge networks, search and exploratory invention," Technovation, Elsevier, vol. 122(C).
    4. Guan, Jiancheng & Liu, Na, 2016. "Exploitative and exploratory innovations in knowledge network and collaboration network: A patent analysis in the technological field of nano-energy," Research Policy, Elsevier, vol. 45(1), pages 97-112.
    5. Brennecke, Julia & Rank, Olaf, 2017. "The firm’s knowledge network and the transfer of advice among corporate inventors—A multilevel network study," Research Policy, Elsevier, vol. 46(4), pages 768-783.
    6. Martin Kalthaus, 2020. "Knowledge recombination along the technology life cycle," Journal of Evolutionary Economics, Springer, vol. 30(3), pages 643-704, July.
    7. Llopis, Oscar & D'Este, Pablo & Díaz-Faes, Adrián A., 2021. "Connecting others: Does a tertius iungens orientation shape the relationship between research networks and innovation?," Research Policy, Elsevier, vol. 50(4).
    8. Peeters, T.J.G., 2013. "External knowledge search and use in new product development," Other publications TiSEM 300ebb34-b090-4210-b95e-f, Tilburg University, School of Economics and Management.
    9. Lee, Cheng-Yu & Wang, Ming-Chao & Huang, Yen-Chih, 2015. "The double-edged sword of technological diversity in R&D alliances: Network position and learning speed as moderators," European Management Journal, Elsevier, vol. 33(6), pages 450-461.
    10. Leone, Maria Isabella & Messeni Petruzzelli, Antonio & Natalicchio, Angelo, 2022. "Boundary spanning through external technology acquisition: The moderating role of star scientists and upstream alliances," Technovation, Elsevier, vol. 116(C).
    11. Khanna, Rajat, 2023. "Passing the torch of knowledge: Star death, collaborative ties, and knowledge creation," Research Policy, Elsevier, vol. 52(1).
    12. Haibo Liu & Jürgen Mihm & Manuel E. Sosa & Manuel E. Sosa, 2018. "Where Do Stars Come From? The Role of Star vs. Nonstar Collaborators in Creative Settings," Organization Science, INFORMS, vol. 29(6), pages 1149-1169, December.
    13. Shafique, Muhammad & Hagedoorn, John, 2022. "Look at U: Technological scope of the acquirer, technological complementarity with the target, and post-acquisition R&D output," Technovation, Elsevier, vol. 115(C).
    14. Zhang, Ningning & You, Dingyi & Tang, Le & Wen, Ke, 2023. "Knowledge path dependence, external connection, and radical inventions: Evidence from Chinese Academy of Sciences," Research Policy, Elsevier, vol. 52(4).
    15. Varshney, Mayank & Jain, Amit, 2023. "Technology acquisition following inventor exit in the biopharmaceutical industry," Technovation, Elsevier, vol. 126(C).
    16. Forrest Briscoe & Michelle Rogan, 2016. "Coordinating Complex Work: Knowledge Networks, Partner Departures, and Client Relationship Performance in a Law Firm," Management Science, INFORMS, vol. 62(8), pages 2392-2411, August.
    17. Li, Shenxue & Clark, Timothy & Sillince, John, 2018. "Constructing a strategy on the creation of core competencies for African companies," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 204-213.
    18. Mahmoud Ibrahim Fallatah, 2021. "Innovating in the Desert: a Network Perspective on Knowledge Creation in Developing Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1533-1551, September.
    19. Zhang, JingJing & Yan, Yan & Guan, JianCheng, 2019. "Recombinant distance, network governance and recombinant innovation," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 260-272.
    20. Bae, Joonhyung & Ozmel, Umit, 2024. "The interplay between product development failures and alliance portfolio properties in the formation of exploration versus exploitation alliances," Journal of Business Research, Elsevier, vol. 177(C).

    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:jknowl:v:15:y:2024:i:4:d:10.1007_s13132-024-01825-z. 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.