Data-Driven Business Model Innovation: About Barriers and New Perspectives

被引:7
|
作者
Mosig, Tim [1 ]
Lehmann, Claudia [1 ]
Neyer, Anne-Katrin [2 ]
机构
[1] HHL Leipzig Grad Sch Management, Ctr Leading Innovat & Cooperat, Jahnallee 59, D-04109 Saxony, Germany
[2] Martin Lutherx Luther Univ Halle Wittenberg, Chair Human Resources Management & Business Gover, Grosse Steinstr 73, D-06108 Halle An Der Saale, Saxony Anhalt, Germany
关键词
Data-driven business model innovation; barriers; open innovation; business ecosystems; QUALITATIVE RESEARCH; DATA-COLLECTION; FOCUS GROUPS; BIG DATA; METHODOLOGY; TECHNOLOGY; INTERNET; STRATEGY; SENSE;
D O I
10.1142/S0219877020400179
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Today, data are increasing in importance for firms trying to create and maintain a competitive advantage. As value creation is highly dependent on this key resource, data, the necessity of re-designing firms' business models arises. By conducting and analyzing 58 in-depth interviews, we contribute a distinct set of barriers to data-driven business model innovation showing how data-related, technology-related, aversions and regulatory hurdles are the most challenging. Based on six focus groups that discussed these findings, participants identified the necessity for a change in companies' firm-centered perspectives on business. Hence, we propose a model of data-driven business ecosystems that aims to provide guidance for conducting successful business in a data-driven world.
引用
收藏
页数:32
相关论文
共 50 条
  • [21] Concept of a Data-Driven Business Model for Circular Production Equipment
    Riesener, Michael
    Kuhn, Maximilian
    Blondrath, Aileen
    Tariq, Balaj
    Schuh, Guenther
    PROCEEDINGS OF THE CONFERENCE ON PRODUCTION SYSTEMS AND LOGISTICS, CPSL 2023-2, 2023, : 548 - 558
  • [22] Business Model Innovation: Opportunities and Barriers
    Chesbrough, Henry
    LONG RANGE PLANNING, 2010, 43 (2-3) : 354 - 363
  • [23] An Examination of Barriers to Business Model Innovation
    Rueb, Julian
    Bahemia, Hanna
    Schleyer, Carsten
    2017 INTERNATIONAL CONFERENCE ON ENGINEERING, TECHNOLOGY AND INNOVATION (ICE/ITMC), 2017, : 333 - 350
  • [24] Developing artificial intelligence (AI) capabilities for data-driven business model innovation: Roles of organizational adaptability and leadership
    Ghosh, Swapan
    JOURNAL OF ENGINEERING AND TECHNOLOGY MANAGEMENT, 2025, 75
  • [25] Security in data-driven satellite applications: An overview and new perspectives
    Kong, Qinglei
    Liu, Jian
    Qu, Xiaodong
    Chen, Bo
    Bao, Haiyong
    Xu, Lexi
    SIGNAL PROCESSING, 2025, 228
  • [26] Intellectual property and data-driven innovation
    De Miguel Asensio, Pedro Alberto
    REVISTA ELECTRONICA DE ESTUDIOS INTERNACIONALES, 2022, (43):
  • [27] On the Data-Driven Materials Innovation Infrastructure
    Wang, Hong
    Xiang, X. -D.
    Zhang, Lanting
    ENGINEERING, 2020, 6 (06) : 609 - 611
  • [28] New, Not Different: Data-Driven Perspectives on Science Festival Audiences
    Nielsen, Katherine
    Gathings, M. J.
    Peterman, Karen
    SCIENCE COMMUNICATION, 2019, 41 (02) : 254 - 264
  • [29] Data-Driven Materials Innovation and Applications
    Wang, Zhuo
    Sun, Zhehao
    Yin, Hang
    Liu, Xinghui
    Wang, Jinlan
    Zhao, Haitao
    Pang, Cheng Heng
    Wu, Tao
    Li, Shuzhou
    Yin, Zongyou
    Yu, Xue-Feng
    ADVANCED MATERIALS, 2022, 34 (36)
  • [30] Data-driven business process similarity
    Amiri, Mohammad Javad
    Koupaee, Mahnaz
    IET SOFTWARE, 2017, 11 (06) : 309 - 318