Navigating coopetition: A multiple case study of AI and data-driven strategies in the digital platform economy

被引:1
作者
Ma, Qiang [1 ]
Chen, Hong [2 ]
Tian, Shuo [3 ]
Su, Huishuang [1 ]
Zhong, Wei [1 ]
Wang, Ying [1 ]
机构
[1] Jilin Univ Finance & Econ, Sch Ya Tai Business Adm, Changchun, Peoples R China
[2] Indiana Univ East, Richmond, IN USA
[3] Jilin Univ, Sch Business & Management, Changchun, Peoples R China
关键词
AI; big data; coopetition; digital platforms; strategy; CO-OPETITION; BIG DATA; PERSPECTIVE; NETWORKS; DYNAMICS;
D O I
10.1002/sres.3067
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The convergence of emerging technologies like cloud computing, artificial intelligence (AI), and 5G is catalysing the Fourth Industrial Revolution and driving a paradigm shift toward the rapidly growing digital platform economy. However, the complex coopetition dynamics among AI-powered and data-driven digital platforms challenge traditional resource-based theories in explaining this phenomenon. This multiple case study investigates the coopetitive tactics adopted by digital platform companies when navigating different coopetition situations through the lens of data and AI resources. Eight propositions are developed linking the allocation and application tendencies of data resources to the coopetitive tactics employed by platforms across four coopetition situations. The findings reveal how the unique attributes of data and AI resources influence digital platforms' coopetitive strategy implementation in complex network environments and how companies can strategically combine cooperation and competition when leveraging AI technologies and big data resources on digital platforms.
引用
收藏
页数:18
相关论文
共 48 条
  • [31] A study on the development of digital model of digital twin in nuclear power plant based on a hybrid physics and data-driven approach
    Chen, Fukun
    Huang, Qingyu
    Song, Meiqi
    Liu, Xiaojing
    Zeng, Wei
    Song, Houde
    Cheng, Kun
    APPLIED THERMAL ENGINEERING, 2025, 271
  • [32] Data-driven sustainable supply chain through centralized logistics network: Case study in a Finnish pharmaceutical distributor company
    Shamsuzzoha, Ahm
    Ndzibah, Emmanuel
    Kettunen, Kasperi
    CURRENT RESEARCH IN ENVIRONMENTAL SUSTAINABILITY, 2020, 2
  • [33] Data as a medium for inheritance and creativity of traditional design. A case study on data-driven modern creative design of ancient Chinese catering utensils
    Han, Rong
    Zhang, Hong
    Li, Rui
    Sha, Chunfa
    DESIGN JOURNAL, 2019, 22 : 1117 - 1133
  • [34] A data-driven approach for origin-destination matrix construction from cellular network signalling data: a case study of Lyon region (France)
    Fekih, Mariem
    Bellemans, Tom
    Smoreda, Zbigniew
    Bonnel, Patrick
    Furno, Angelo
    Galland, Stephane
    TRANSPORTATION, 2021, 48 (04) : 1671 - 1702
  • [35] Unearthing Role Dynamics Within Innovation Ecosystem Emergence: A Case Study of Data-Driven Circularity
    Kortus, Lukas
    Gutmann, Tobias
    Kreutzer, Markus
    R & D MANAGEMENT, 2025,
  • [36] A Pragmatic Framework for Data-Driven Decision-Making Process in the Energy Sector: Insights from a Wind Farm Case Study
    Konstas, Konstantinos
    Chountalas, Panos T.
    Didaskalou, Eleni A.
    Georgakellos, Dimitrios A.
    ENERGIES, 2023, 16 (17)
  • [37] Big Data-Driven Business Model Innovation (BMI) From the Perspective of Ambidexterity: Case Study of L. Vending Intelligence
    Wang, Lixia
    Boasson, Vigdis W.
    Boasson, Emil
    Liu, Yan
    Chen, Ying
    JOURNAL OF GLOBAL INFORMATION MANAGEMENT, 2023, 31 (01)
  • [38] A Big Data-Driven Approach for Early Warning of Enterprise Emissions Alignment with Carbon Neutrality Targets: A Case Study of Guangxi Province
    Zhou, Chunli
    Tang, Huizhen
    Zhang, Wenfeng
    Qiao, Jiayi
    Luo, Qideng
    ENERGIES, 2024, 17 (11)
  • [39] A multilevel, multi-mode framework for standardization in digital B2B platform eco-systems in international cargo transportation-A multiple case study
    Tessmann, Ruben
    Elbert, Ralf
    ELECTRONIC MARKETS, 2022, 32 (04) : 1843 - 1875
  • [40] Effects of Periodic Location Update Polling Interval on the Reconstructed Origin-Destination Matrix: A Dutch Case Study Using a Data-Driven Method
    Eftekhar, Zahra
    Pel, Adam
    van Lint, Hans
    TRANSPORTATION RESEARCH RECORD, 2023, 2677 (09) : 292 - 313