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Cooperative Innovation Behavior Based on Big Data
Joint Authors
Ji, Guojun
Yu, Muhong
Tan, Kim-Hua
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-04-28
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
With the rapid change in 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 behavior based on their data analytics capabilities for innovation.
We show that firms favor cooperation 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 utilize big data for collaborative innovation, so as to improve customers’ product adoption and reduce costs.
American Psychological Association (APA)
Ji, Guojun& Yu, Muhong& Tan, Kim-Hua. 2020. Cooperative Innovation Behavior Based on Big Data. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1195193
Modern Language Association (MLA)
Ji, Guojun…[et al.]. Cooperative Innovation Behavior Based on Big Data. Mathematical Problems in Engineering No. 2020 (2020), pp.1-14.
https://search.emarefa.net/detail/BIM-1195193
American Medical Association (AMA)
Ji, Guojun& Yu, Muhong& Tan, Kim-Hua. Cooperative Innovation Behavior Based on Big Data. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1195193
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1195193