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How to realize digital knowledge innovation through digital technology? A perspective based on knowledge digitization and inter-organizational knowledge sharing

Author

Listed:
  • Cheng, Qiang
  • Peng, Chun
  • Wan, Huaxin
  • Dai, Yuanhui
  • Zhang, Shuangyang

Abstract

This research investigates the mechanisms through which digital technology (DT) influences digital knowledge innovation (DKI), and the roles of knowledge digitization (KD) and inter-organizational knowledge sharing (IKS). The sample consists of 298 members from digital groups in China who participate in inter-organizational collaboration and collaborative innovation activities. Grounded in social interaction theory, this paper uses partial least squares structural equation modeling (PLS-SEM) to examine the relationship between digital technology, knowledge digitization, inter-organizational knowledge sharing, and digital knowledge innovation. The results show that digital technology has a significant positive effect on digital knowledge innovation. Furthermore, digital technology positively impacts digital knowledge innovation by enhancing both knowledge digitization and inter-organizational knowledge sharing. Meanwhile, knowledge digitization and inter-organizational knowledge sharing play a significant serial mediating role between the two. These findings provide guidance for organizations to utilize digital technology, promote knowledge digitization, accelerate knowledge innovation, and enhance knowledge heterogeneity and organizational competitiveness.

Suggested Citation

  • Cheng, Qiang & Peng, Chun & Wan, Huaxin & Dai, Yuanhui & Zhang, Shuangyang, 2025. "How to realize digital knowledge innovation through digital technology? A perspective based on knowledge digitization and inter-organizational knowledge sharing," Technology in Society, Elsevier, vol. 82(C).
    • Handle: RePEc:eee:teinso:v:82:y:2025:i:c:s0160791x25000958
    DOI: 10.1016/j.techsoc.2025.102905
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    1. Steven N. Durlauf & Yannis M. Ioannides, 2010. "Social Interactions," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 451-478, September.
    2. ., 2017. "Digital knowledge generation and the appropriability trade-off," Chapters, in: Endogenous Innovation, chapter 8, pages 110-126, Edward Elgar Publishing.
    3. Mao, Chongfeng & Yu, Xianyun & Zhou, Qing & Harms, Rainer & Fang, Gang, 2020. "Knowledge growth in university-industry innovation networks – Results from a simulation study," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    4. Forman, Chris & van Zeebroeck, Nicolas, 2019. "Digital technology adoption and knowledge flows within firms: Can the Internet overcome geographic and technological distance?," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    5. Antonelli, Cristiano, 2017. "Digital knowledge generation and the appropriability trade-off," Telecommunications Policy, Elsevier, vol. 41(10), pages 991-1002.
    6. Antonelli, Cristiano & Crespi, Francesco & Quatraro, Francesco, 2022. "Knowledge complexity and the mechanisms of knowledge generation and exploitation: The European evidence," Research Policy, Elsevier, vol. 51(8).
    7. Li, Pengcheng & Guo, Xiaochuan & Wang, Fengzheng & Zhang, Qifeng, 2025. "Digital transformation and corporate innovation boundaries: Role of supply chain concentration and transparency," International Review of Financial Analysis, Elsevier, vol. 98(C).
    8. Lawrence E. Blume & William A. Brock & Steven N. Durlauf & Yannis M. Ioannides, 2010. "Identification of Social Interactions," Discussion Papers Series, Department of Economics, Tufts University 0754, Department of Economics, Tufts University.
    9. Xia, Yue & Md Johar, Md Gapar, 2025. "How external factors influence organisational digital innovation: Evidence from China," Technology in Society, Elsevier, vol. 81(C).
    10. Dominique Lepore & Sabrina Dubbini & Alessandra Micozzi & Francesca Spigarelli, 2022. "Knowledge Sharing Opportunities for Industry 4.0 Firms," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(1), pages 501-520, March.
    11. Rey, Andrea & Panetti, Eva & Maglio, Roberto & Ferretti, Marco, 2021. "Determinants in adopting the Internet of Things in the transport and logistics industry," Journal of Business Research, Elsevier, vol. 131(C), pages 584-590.
    12. Jadranka Švarc & Marina Dabić & Metka Tekavčič, 2024. "Controversies surrounding digitalization: discussions in four key domains," Chapters, in: Marina Dabić & Jadranka Å varc & Tugrul U. Daim (ed.), Digital Entrepreneurship in Science, Technology and Innovation, chapter 15, pages 353-372, Edward Elgar Publishing.
    13. Ricarda B. Bouncken & Sascha Kraus & Norat Roig-Tierno, 2021. "Knowledge- and innovation-based business models for future growth: digitalized business models and portfolio considerations," Review of Managerial Science, Springer, vol. 15(1), pages 1-14, January.
    14. Tønnessen, Øystein & Dhir, Amandeep & Flåten, Bjørn-Tore, 2021. "Digital knowledge sharing and creative performance: Work from home during the COVID-19 pandemic," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    15. Katharina Cepa, 2021. "Understanding interorganizational big data technologies: How technology adoption motivations and technology design shape collaborative dynamics," Journal of Management Studies, Wiley Blackwell, vol. 58(7), pages 1761-1799, November.
    16. Xiaoyu Wan & Yufan Wang & Wei Zhang, 2024. "The spatial and temporal situation of China’s digital technology innovation and its influencing factors," PLOS ONE, Public Library of Science, vol. 19(1), pages 1-17, January.
    17. Chatterjee, Sheshadri & Chaudhuri, Ranjan & Vrontis, Demetris & Piccolo, Rossana, 2021. "Enterprise social network for knowledge sharing in MNCs: Examining the role of knowledge contributors and knowledge seekers for cross-country collaboration," Journal of International Management, Elsevier, vol. 27(1).
    18. Zhou, Liying & Mao, Hongyi & Zhao, Taiyang & Wang, Valerie Lynette & Wang, Xiaodong & Zuo, Peng, 2022. "How B2B platform improves Buyers’ performance: Insights into platform’s substitution effect," Journal of Business Research, Elsevier, vol. 143(C), pages 72-80.
    19. Cheng, Qiang & Liu, Yue & Peng, Chun & He, Xingsong & Qu, Zhouqin & Dong, Qianyu, 2023. "Knowledge digitization: Characteristics, knowledge advantage and innovation performance," Journal of Business Research, Elsevier, vol. 163(C).
    20. Boeker, Warren & Howard, Michael D. & Basu, Sandip & Sahaym, Arvin, 2021. "Interpersonal relationships, digital technologies, and innovation in entrepreneurial ventures," Journal of Business Research, Elsevier, vol. 125(C), pages 495-507.
    21. Chuks Otioma, 2023. "IT Capability, Organisational Learning and Innovation Performance of Firms in Kenya," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(3), pages 3489-3517, September.
    22. T. Ravichandran & Simona Ileana Giura, 2019. "Knowledge Transfers in Alliances: Exploring the Facilitating Role of Information Technology," Information Systems Research, INFORMS, vol. 30(3), pages 726-744, September.
    23. Shwartz-Asher, Daphna & Chun, Soon & Adam, Nabil R. & Snider, Keren LG., 2020. "Knowledge sharing behaviors in social media," Technology in Society, Elsevier, vol. 63(C).
    24. Marco Ardolino & Mario Rapaccini & Nicola Saccani & Paolo Gaiardelli & Giovanni Crespi & Carlo Ruggeri, 2018. "The role of digital technologies for the service transformation of industrial companies," International Journal of Production Research, Taylor & Francis Journals, vol. 56(6), pages 2116-2132, March.
    25. Santiago Carbo-Valverde & Pedro Cuadros-Solas & Francisco Rodríguez-Fernández, 2020. "A machine learning approach to the digitalization of bank customers: Evidence from random and causal forests," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-39, October.
    26. Azeem, Muhammad & Ahmed, Munir & Haider, Sajid & Sajjad, Muhammad, 2021. "Expanding competitive advantage through organizational culture, knowledge sharing and organizational innovation," Technology in Society, Elsevier, vol. 66(C).
    27. Ilona Ilvonen & Stefan Thalmann & Markus Manhart & Christian Sillaber, 2018. "Reconciling digital transformation and knowledge protection: a research agenda," Knowledge Management Research & Practice, Taylor & Francis Journals, vol. 16(2), pages 235-244, April.
    28. Catherine L. Wang & Pervaiz K. Ahmed, 2004. "The development and validation of the organisational innovativeness construct using confirmatory factor analysis," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 7(4), pages 303-313, December.
    29. Samuel Adomako & Nguyen Phong Nguyen, 2024. "Digitalization, inter-organizational collaboration, and technology transfer," The Journal of Technology Transfer, Springer, vol. 49(4), pages 1176-1202, August.
    30. Martínez-Caro, Eva & Cegarra-Navarro, Juan Gabriel & Alfonso-Ruiz, Francisco Javier, 2020. "Digital technologies and firm performance: The role of digital organisational culture," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    31. Chuks Otioma, 2023. "Correction to: IT Capability, Organisational Learning and Innovation Performance of Firms in Kenya," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(3), pages 3518-3518, September.
    32. Han, Wucheng & Li, Xiaoyu & Zhu, Weijie & Lu, Ruoyu & Zu, Xu, 2024. "Knowledge digitization and high-tech firm performance: A moderated mediation model incorporating business model innovation and entrepreneurial orientation," Technology in Society, Elsevier, vol. 77(C).
    33. Zhuoya Du & Qian Wang, 2024. "The power of financial support in accelerating digital transformation and corporate innovation in China: evidence from banking and capital markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-34, December.
    34. Liu, Bingbing, 2025. "How does digital transformation enhance enterprise technological innovation? Evidence from Chinese manufacturing listed companies," Technology in Society, Elsevier, vol. 82(C).
    35. Francesco Paolo Appio & Antonella Martini & Silvia Massa & Stefania Testa, 2016. "Unveiling the intellectual origins of Social Media-based innovation: insights from a bibliometric approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(1), pages 355-388, July.
    36. Dur, Robert & Sol, Joeri, 2010. "Social interaction, co-worker altruism, and incentives," Games and Economic Behavior, Elsevier, vol. 69(2), pages 293-301, July.
    37. Rosseel, Yves, 2012. "lavaan: An R Package for Structural Equation Modeling," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 48(i02).
    38. Fazal ur Rehman & Hishamuddin Ismail & Basheer M Al Ghazali & Muhammad Mujtaba Asad & Muhammad Saeed Shahbaz & Ali Zeb, 2021. "Knowledge management process, knowledge based innovation: Does academic researcher’s productivity mediate during the pandemic of covid-19?," PLOS ONE, Public Library of Science, vol. 16(12), pages 1-20, December.
    39. William A. Brock & Steven N. Durlauf, 2010. "Adoption Curves and Social Interactions," Journal of the European Economic Association, MIT Press, vol. 8(1), pages 232-251, March.
    40. Di Vaio, Assunta & Palladino, Rosa & Pezzi, Alberto & Kalisz, David E., 2021. "The role of digital innovation in knowledge management systems: A systematic literature review," Journal of Business Research, Elsevier, vol. 123(C), pages 220-231.
    41. Kathrin Bednar & Sarah Spiekermann, 2024. "The Power of Ethics: Uncovering Technology Risks and Positive Value Potentials in IT Innovation Planning," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 66(2), pages 181-201, April.
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