Guojun Ji
Cooperative Innovation Behavior Based on Big Data
Ji, Guojun; Yu, Muhong; Tan, Kim Hua
Authors
Muhong Yu
Professor Kim Tan kim.tan@nottingham.ac.uk
PROFESSOR OF OPERATIONS AND INNOVATION MANAGEMENT
Abstract
With the rapid change of technology, cooperative innovation based on data sharing has become an imminent tactic for enterprises to gain competitive advantages. This paper adopted a mixed method approach (case study-modelling-case study) to study firms’ co-opetition behaviour based on their data analytics capabilities for innovation. We show that firms favour cooperative among peers with same capabilities, i.e. when each firm’s data level is comparable to their partners. We further establish that data transferability and incentive have high impact on cooperation decisions. Finally, we explain the evolution path of firms’ cooperation decisions and discuss the best options for them to sustain long-term growth and competitiveness. The results provide a basis for firms to decide how best to utilise big data for collaborative innovation, so as to improve customers’ product adoption and reduce costs.
Citation
Ji, G., Yu, M., & Tan, K. H. (2020). Cooperative Innovation Behavior Based on Big Data. Mathematical Problems in Engineering, 2020, 1-14. https://doi.org/10.1155/2020/4385810
Journal Article Type | Article |
---|---|
Acceptance Date | Apr 2, 2020 |
Online Publication Date | Apr 28, 2020 |
Publication Date | Apr 28, 2020 |
Deposit Date | Jun 4, 2020 |
Publicly Available Date | Jun 4, 2020 |
Journal | Mathematical Problems in Engineering |
Print ISSN | 1024-123X |
Electronic ISSN | 1563-5147 |
Publisher | Hindawi |
Peer Reviewed | Peer Reviewed |
Volume | 2020 |
Article Number | 4385810 |
Pages | 1-14 |
DOI | https://doi.org/10.1155/2020/4385810 |
Keywords | General Engineering; General Mathematics |
Public URL | https://nottingham-repository.worktribe.com/output/4575206 |
Publisher URL | https://www.hindawi.com/journals/mpe/2020/4385810/ |
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Cooperative Innovation Behavior Based on Big Data
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Publisher Licence URL
https://creativecommons.org/licenses/by/4.0/
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