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The impact of network centrality on employee innovation on a digital experimentation platform

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  • Huiyang Dai

    (Zhejiang University of Technology)

  • Lun Li

    (Beijing Normal University)

  • Jizhen Li

    (Tsinghua University)

Abstract

The internal digital experimentation platform offers a fresh avenue for employees to collaborate and communicate within the firm, facilitating rapid information and knowledge exchange among employees. Using a cooperation network on an internal digital platform for experiments, this study investigates the effects of three network centralities on employees’ innovation on the platform, based on the perspective of knowledge acquisition and absorption. We find that degree centrality increases the ways that employees gain knowledge, boosting the frequency of innovation but reducing its effectiveness due to insufficient knowledge integration. Betweenness centrality enhances the exchange of varied knowledge, which aids in knowledge absorption, therefore increasing both the frequency and the effectiveness of innovation. Closeness centrality improves access to immediately applicable knowledge, enhancing innovation effectiveness; simultaneously limits exposure to indirect knowledge sources, thereby reducing the frequency of innovation. Interdepartmental collaboration atmosphere and interdepartmental collaboration concentration are found to moderate such relationships. These findings provide implications for researches on network centrality, employee innovation, and knowledge management on digital experimentation platforms.

Suggested Citation

  • Huiyang Dai & Lun Li & Jizhen Li, 2025. "The impact of network centrality on employee innovation on a digital experimentation platform," Journal of Organization Design, Springer;Organizational Design Community, vol. 14(2), pages 107-125, June.
    • Handle: RePEc:spr:jorgde:v:14:y:2025:i:2:d:10.1007_s41469-024-00181-1
    DOI: 10.1007/s41469-024-00181-1
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    as
    1. Zhao, Shengchao & Zeng, Deming & Li, Jian & Feng, Ke & Wang, Yao, 2023. "Quantity or quality: The roles of technology and science convergence on firm innovation performance," Technovation, Elsevier, vol. 126(C).
    2. Higham, Kyle & de Rassenfosse, Gaétan & Jaffe, Adam B., 2021. "Patent Quality: Towards a Systematic Framework for Analysis and Measurement," Research Policy, Elsevier, vol. 50(4).
    3. Girish Mallapragada & Rajdeep Grewal & Gary Lilien, 2012. "User-Generated Open Source Products: Founder's Social Capital and Time to Product Release," Marketing Science, INFORMS, vol. 31(3), pages 474-492, May.
    4. Thomas Gillier & Sylvain Lenfle, 2019. "Experimenting in the Unknown: Lessons from The Manhattan Project," Grenoble Ecole de Management (Post-Print) hal-03163267, HAL.
    5. Todd A. Hall & Sharique Hasan, 2022. "Organizational decision-making and the returns to experimentation," Journal of Organization Design, Springer;Organizational Design Community, vol. 11(4), pages 129-144, December.
    6. Gautam Ahuja, 2000. "The duality of collaboration: inducements and opportunities in the formation of interfirm linkages," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 317-343, March.
    7. Michael Kaethler, 2019. "Curating creative communities of practice: the role of ambiguity," Journal of Organization Design, Springer;Organizational Design Community, vol. 8(1), pages 1-17, December.
    8. Angelika Kutz, 2017. "How to avoid destroying your employees and organisations due to burnouts, braindrain and fading performance? Stop double bind-communication in your organisation!," Journal of Organization Design, Springer;Organizational Design Community, vol. 6(1), pages 1-12, December.
    9. Thorsten Koch & Josef Windsperger, 2017. "Seeing through the network: Competitive advantage in the digital economy," Journal of Organization Design, Springer;Organizational Design Community, vol. 6(1), pages 1-30, December.
    10. Jing Zhang & Charles Baden‐Fuller, 2010. "The Influence of Technological Knowledge Base and Organizational Structure on Technology Collaboration," Journal of Management Studies, Wiley Blackwell, vol. 47(4), pages 679-704, June.
    11. Joseph A. Schumpeter & A. J. Nichol, 1934. "Robinson's Economics of Imperfect Competition," Journal of Political Economy, University of Chicago Press, vol. 42(2), pages 249-249.
    12. Marcel Maurer & Norbert Bach & Simon Oertel, 2023. "Changes in formal structure towards self-managing organization and their effects on the intra-organizational communication network," Journal of Organization Design, Springer;Organizational Design Community, vol. 12(3), pages 83-98, September.
    13. H. Colleen Stuart, 2017. "Structural Disruption, Relational Experimentation, and Performance in Professional Hockey Teams: A Network Perspective on Member Change," Organization Science, INFORMS, vol. 28(2), pages 283-300, April.
    14. Jin, Peizhen & Mangla, Sachin Kumar & Song, Malin, 2022. "The power of innovation diffusion: How patent transfer affects urban innovation quality," Journal of Business Research, Elsevier, vol. 145(C), pages 414-425.
    15. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    16. Mercedes Segarra-Ciprés & Vicente Roca-Puig & Juan Carlos Bou-Llusar, 2014. "External knowledge acquisition and innovation output: an analysis of the moderating effect of internal knowledge transfer," Knowledge Management Research & Practice, Taylor & Francis Journals, vol. 12(2), pages 203-214, May.
    17. Xie, Xuemei & Zou, Hailiang & Qi, Guoyou, 2018. "Knowledge absorptive capacity and innovation performance in high-tech companies: A multi-mediating analysis," Journal of Business Research, Elsevier, vol. 88(C), pages 289-297.
    18. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    19. Marko R. Jocic & Michael H. Morris & Donald F. Kuratko, 2023. "Familiness and innovation outcomes in family firms: The mediating role of entrepreneurial orientation," Journal of Small Business Management, Taylor & Francis Journals, vol. 61(4), pages 1345-1377, July.
    20. William Ocasio, 1997. "Towards An Attention‐Based View Of The Firm," Strategic Management Journal, Wiley Blackwell, vol. 18(S1), pages 187-206, July.
    21. 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.
    22. Yang, Mu & Han, Chunjia, 2021. "Stimulating innovation: Managing peer interaction for idea generation on digital innovation platforms," Journal of Business Research, Elsevier, vol. 125(C), pages 456-465.
    23. Larcker, David F. & So, Eric C. & Wang, Charles C.Y., 2013. "Boardroom centrality and firm performance," Journal of Accounting and Economics, Elsevier, vol. 55(2), pages 225-250.
    24. Yael V. Hochberg & Alexander Ljungqvist & Yang Lu, 2007. "Whom You Know Matters: Venture Capital Networks and Investment Performance," Journal of Finance, American Finance Association, vol. 62(1), pages 251-301, February.
    25. Craig D. Macaulay & Orlando C. Richard & Mike W. Peng & Maria Hasenhuttl, 2018. "Alliance Network Centrality, Board Composition, and Corporate Social Performance," Journal of Business Ethics, Springer, vol. 151(4), pages 997-1008, September.
    26. Fang Huang & John Rice, 2012. "Openness In Product And Process Innovation," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 16(04), pages 1-24.
    27. Donna Marie DeCarolis & David L. Deeds, 1999. "The impact of stocks and flows of organizational knowledge on firm performance: an empirical investigation of the biotechnology industry," Strategic Management Journal, Wiley Blackwell, vol. 20(10), pages 953-968, October.
    28. Charles C. Snow & Øystein Devik Fjeldstad & Arthur M. Langer, 2017. "Designing the digital organization," Journal of Organization Design, Springer;Organizational Design Community, vol. 6(1), pages 1-13, December.
    29. Ferriani, Simone & Cattani, Gino & Baden-Fuller, Charles, 2009. "The relational antecedents of project-entrepreneurship: Network centrality, team composition and project performance," Research Policy, Elsevier, vol. 38(10), pages 1545-1558, December.
    30. Srikanth Paruchuri, 2010. "Intraorganizational Networks, Interorganizational Networks, and the Impact of Central Inventors: A Longitudinal Study of Pharmaceutical Firms," Organization Science, INFORMS, vol. 21(1), pages 63-80, February.
    31. Chung-Jen Chen & Bou-Wen Lin & Jun-You Lin & Yung-Chang Hsiao, 2020. "Learning-from-parents: exploitative knowledge acquisition and the innovation performance of joint venture," The Journal of Technology Transfer, Springer, vol. 45(1), pages 228-258, February.
    32. Starling David Hunter & Henrik Bentzen & Jan Taug, 2020. "On the “missing link” between formal organization and informal social structure," Journal of Organization Design, Springer;Organizational Design Community, vol. 9(1), pages 1-20, December.
    33. Anthony Goerzen, 2007. "Alliance networks and firm performance: The impact of repeated partnerships," Strategic Management Journal, Wiley Blackwell, vol. 28(5), pages 487-509, May.
    34. Opland, Leif Erik & Pappas, Ilias O. & Engesmo, Jostein & Jaccheri, Letizia, 2022. "Employee-driven digital innovation: A systematic review and a research agenda," Journal of Business Research, Elsevier, vol. 143(C), pages 255-271.
    35. 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.
    36. Bruce Kogut & Udo Zander, 1996. "What Firms Do? Coordination, Identity, and Learning," Organization Science, INFORMS, vol. 7(5), pages 502-518, October.
    37. El-Khatib, Rwan & Fogel, Kathy & Jandik, Tomas, 2015. "CEO network centrality and merger performance," Journal of Financial Economics, Elsevier, vol. 116(2), pages 349-382.
    38. Fiona Lee & Amy C. Edmondson & Stefan Thomke & Monica Worline, 2004. "The Mixed Effects of Inconsistency on Experimentation in Organizations," Organization Science, INFORMS, vol. 15(3), pages 310-326, June.
    39. Thomas Gillier & Sylvain Lenfle, 2019. "Experimenting in the Unknown: Lessons from The Manhattan Project," Post-Print hal-03163267, HAL.
    40. Biaoan Shan & Xifeng Lu, 2020. "Founder’s social ties, learning and entrepreneurial knowledge acquisition in China," Asia Pacific Business Review, Taylor & Francis Journals, vol. 26(2), pages 209-229, March.
    41. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
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