[Objective] This research aims to identify causal relationship of collaborative knowledge creation in the enterprise value chain. It also creates a model to improve the effectiveness of knowledge innovation. [Methods] We proposed a dynamics model for influencing factors of collaborative knowledge creation in enterprise value chain. Upon identifying these factors, we built the model based on findings from the causal relationship analysis. [Results] Using the Vensim PLE package, we constructed a simulation system with the proposed dynamics model, which further examined its effectiveness and sensitivity. This model represented the actual process of collaborative knowledge creation. [Limitations] We employed simulation data to examine the model. Further test is needed with actual data from the enterprise value chain. [Conclusions] We propose an optimization plan for collaborative knowledge creation based on the simulation results, aiming to improve its effectiveness in the enterprise value chain.
罗政,李玉纳. 企业价值链协同知识创新影响因素的系统动力学建模与仿真[J]. 现代图书情报技术, 2016, 32(5): 80-90.
Luo Zheng,Li Yu’na. Influencing Factors of Collaborative Knowledge Creation in Enterprise Value Chain. New Technology of Library and Information Service, 2016, 32(5): 80-90.
(Ding Zhihui, Liu Wei, Huang Ziwei.Value Chain Model of Knowledge Innovation Based on User Virtual Community[J]. Science & Technology Progress and Policy, 2015, 32(12): 129-133.)
[4]
Warfield J N.Interpretive Structural Modeling[A]. // Olsen S A. Group Planning and Problem-Solving Methods in Engineering[M]. Wiley Press, 1982: 155-201.
(Dong Yuanyuan, Wang Hongqi.Research on Knowledge Transfer Behavior in R&D Alliance Based on System Dynamics[J]. Information Science, 2014, 32(6): 51-63.)
(Jiang Junhua, Shi Qinfen, Yu Yu, Modeling and Simulation of System Dynamics on Knowledge Transfer in Industry- University-Research Cooperation[J]. Information Science, 2014, 32(8): 50-55.)
(Guo Wei, Wang Can, Ye Zilan.Influential Factors of Knowledge Innovation Capacity in High-tech Zone[J]. Journal of Wuhan University of Technology: Information & Management Engineering, 2010, 32(3): 446-449.)
[8]
Lin W.Factors Affecting the Correlation Between Interactive Mechanism of Strategic Alliance and Technological Knowledge Transfer Performance[J]. Journal of High Technology Management Research, 2007, 17(2): 139-155.
(Shi Liping, Yuan Jingting, Tang Shulin, et al.Role Mechanism of Internal Control Mechanism and Shared Mental Model on Knowledge Sharing: The Perspectives of Extending Knowledge Sharing Achievement Paths[J]. New Technology of Library and Information Service, 2013(11): 40-45.)
[10]
Zaim S, Bayyurt N, Tarim M, et al.System Dynamics Modeling of a Knowledge Management Process: A Case Study in Turkish Airlines [C]. In: Proceedings of the 9th International Strategic Management Confernece. 2013.
[11]
Peschl M F, Fundneider T.Designing and Enabling Spaces for Collaborative Knowledge Creation and Innovation: From Managing to Enabling Innovation as Socio-epistemological Technology[J]. Computers in Human Behavior, 2014, 37: 346-359.
(Nie Fengying, Huang Kui.Evolutionary Game Analysis of Collaboration Knowledge Creation in Enterprise Value Chain[J]. Journal of Modern Information, 2015, 35(1): 38-48.)
[13]
Mundbrod N, Kolb J, Reichert M.Towards a System Support of Collaborative Knowledge Work [A]. // Business Process Management Workshops[M]. Springer Berlin Heidelberg, 2013: 31-42.
[14]
Young A L.Understanding & Advancing Collaborative Scientific Knowledge Creation [C]. In: Proceedings of the Companion Publication of the 17th ACM Conference on Computer Supported Cooperative Work & Social Computing. ACM, 2014: 101-104.
(Luo Hongyun, Lin Xiangyi, Wang Lei, et al.Evaluation on Innovating Performance of Industry-University-Research Collaborative Knowledge Innovation System[J]. Journal of Modern Information, 2015, 35(2): 8-11.)
[16]
Merx-Chermin M, Wim J N.Factors Influencing Knowledge Creation and Innovation in an Organization[J]. Journal of European Industrial Training, 2005, 29(2): 135-147.
(Liu Yanfang, Yuan Yongjiu.Empirical Research on Effect Factors of Knowledge Integration in Research University Toward Knowledge Innovation[J]. Science & Technology Progress and Policy, 2013, 30(7): 139-145.)
(Wang Yumei, Zhang Jing.Analysis of the Innovation Factors of Knowledge Organization Based on the System Dynamics[J]. Journal of Qingdao University of Science and Technology: Social Sciences, 2009, 25(4): 58-62.)
(Pei Le.Knowledge Innovation of Non-Government Organization: Demands, Influencing Factors and Routes[J]. Journal of Beihua University: Social Sciences, 2014, 15(1): 127-131.)
(Yuan Jing, Wang Kun.Research on the Process and Influencing Factors of Knowledge Innovation[J]. Science & Technology Management Research, 2012, 32(11): 195-198.)
(Liu Tingting, Wu Jie, Zhang Yujie.Research on Dynamic Model Construction of University Knowledge Innovation Ability in the University- Industry Cooperation[J]. Science and Technology Management Research, 2013, 33(10): 92-95.)
(Yi Li, Hu Zhenhua.System Dynamic Analysis on the Effects of Knowledge Absorptive Capacities of Cluster Firms’ Indigenous Innovation[J]. Forum on Science and Technology in China, 2013(1): 78-84.)
(Wang Yanrong, Song Lei, Zhao Wenlong.System Dynamics Modeling and Simulation of Industry- University Research Institute Collaborative Innovation[J]. Journal of North China University of Water Resources and Electric Power: Social Science Edition, 2015, 31(4): 90-95.)