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Industrial data ecosystems and data spaces

Author

Listed:
  • Frederik Möller

    (TU Braunschweig, Data-Driven Enterprise
    Fraunhofer ISST)

  • Ilka Jussen

    (TU Dortmund, Industrial Information Management
    Fraunhofer ISST)

  • Virginia Springer

    (University of Sydney)

  • Anna Gieß

    (TU Braunschweig, Data-Driven Enterprise
    Fraunhofer ISST)

  • Julia Christina Schweihoff

    (TU Braunschweig, Data-Driven Enterprise
    TU Dortmund, Industrial Information Management)

  • Joshua Gelhaar

    (TU Dortmund, Industrial Information Management
    Fraunhofer ISST)

  • Tobias Guggenberger

    (TU Dortmund, Industrial Information Management
    Fraunhofer ISST)

  • Boris Otto

    (TU Dortmund, Industrial Information Management
    Fraunhofer ISST)

Abstract

Industrial data ecosystems are inter-organizational forms of cooperation emerging around sharing data. They arise from a digital infrastructure, giving data providers and data users a platform to share and (re-)use data. Data spaces are among the digital infrastructures frequently associated with data ecosystems, as they supply a shared digital space for its participants to share data in a sovereign way. Data spaces aim to close a gap in the digital infrastructure landscape, addressing concerns of organizations when sharing data, such as data misappropriation or a lack of control of shared data. They do this by implementing data sovereignty—typically through Usage Control Policies—that give data providers the means to formalize semantically and technically how data users are allowed to use their data. In this fundamentals article, we address the following issues: (1) contextualizing and demarcating data spaces and data ecosystems, (2) systematizing data spaces in the research and policy landscape, and (3) elaborating on a research agenda for Information Systems (IS) research.

Suggested Citation

  • Frederik Möller & Ilka Jussen & Virginia Springer & Anna Gieß & Julia Christina Schweihoff & Joshua Gelhaar & Tobias Guggenberger & Boris Otto, 2024. "Industrial data ecosystems and data spaces," Electronic Markets, Springer;IIM University of St. Gallen, vol. 34(1), pages 1-17, December.
    • Handle: RePEc:spr:elmark:v:34:y:2024:i:1:d:10.1007_s12525-024-00724-0
    DOI: 10.1007/s12525-024-00724-0
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    1. Richard Hawkins & Knut Blind, 2017. "Introduction: unravelling the relationship between standards and innovation," Chapters, in: Richard Hawkins & Knut Blind & Robert Page (ed.), Handbook of Innovation and Standards, chapter 1, pages 1-18, Edward Elgar Publishing.
    2. Gérard P. Cachon & Martin A. Lariviere, 2001. "Contracting to Assure Supply: How to Share Demand Forecasts in a Supply Chain," Management Science, INFORMS, vol. 47(5), pages 629-646, May.
    3. Hau L. Lee & Kut C. So & Christopher S. Tang, 2000. "The Value of Information Sharing in a Two-Level Supply Chain," Management Science, INFORMS, vol. 46(5), pages 626-643, May.
    4. Robert L. Bray & Haim Mendelson, 2012. "Information Transmission and the Bullwhip Effect: An Empirical Investigation," Management Science, INFORMS, vol. 58(5), pages 860-875, May.
    5. Xiao-Bai Li & Jialun Qin, 2017. "Anonymizing and Sharing Medical Text Records," Information Systems Research, INFORMS, vol. 28(2), pages 332-352, June.
    6. Dinçkol, Dize & Ozcan, Pinar & Zachariadis, Markos, 2023. "Regulatory standards and consequences for industry architecture: The case of UK Open Banking," Research Policy, Elsevier, vol. 52(6).
    7. Christine Legner & Torsten Eymann & Thomas Hess & Christian Matt & Tilo Böhmann & Paul Drews & Alexander Mädche & Nils Urbach & Frederik Ahlemann, 2017. "Digitalization: Opportunity and Challenge for the Business and Information Systems Engineering Community," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 59(4), pages 301-308, August.
    8. Abhijeet Ghoshal & Subodha Kumar & Vijay Mookerjee, 2020. "Dilemma of Data Sharing Alliance: When Do Competing Personalizing and Non‐Personalizing Firms Share Data," Production and Operations Management, Production and Operations Management Society, vol. 29(8), pages 1918-1936, August.
    9. Zhiyuan Wang & Zhiqiang (Eric) Zheng & Wei Jiang & Shaojie Tang, 2021. "Blockchain‐Enabled Data Sharing in Supply Chains: Model, Operationalization, and Tutorial," Production and Operations Management, Production and Operations Management Society, vol. 30(7), pages 1965-1985, July.
    10. Gérard P. Cachon & Marshall Fisher, 2000. "Supply Chain Inventory Management and the Value of Shared Information," Management Science, INFORMS, vol. 46(8), pages 1032-1048, August.
    11. Hau L. Lee & V. Padmanabhan & Seungjin Whang, 1997. "Information Distortion in a Supply Chain: The Bullwhip Effect," Management Science, INFORMS, vol. 43(4), pages 546-558, April.
    12. Wang, Xun & Disney, Stephen M., 2016. "The bullwhip effect: Progress, trends and directions," European Journal of Operational Research, Elsevier, vol. 250(3), pages 691-701.
    13. Stefansson, Gunnar, 2002. "Business-to-business data sharing: A source for integration of supply chains," International Journal of Production Economics, Elsevier, vol. 75(1-2), pages 135-146, January.
    14. Yossi Aviv, 2007. "On the Benefits of Collaborative Forecasting Partnerships Between Retailers and Manufacturers," Management Science, INFORMS, vol. 53(5), pages 777-794, May.
    15. Waqar Ahmed & Mohammad Omar, 2019. "Drivers of supply chain transparency and its effects on performance measures in the automotive industry: case of a developing country," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 33(2), pages 159-186.
    16. Schryen, Guido & Wagner, Gerit & Benlian, Alexander & Paré, Guy, 2020. "A Knowledge Development Perspective on Literature Reviews: Validation of a New Typology in the IS Field," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 115532, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    17. Boris Otto & Matthias Jarke, 2019. "Designing a multi-sided data platform: findings from the International Data Spaces case," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(4), pages 561-580, December.
    18. Andreas P. J. Schotter & Ram Mudambi & Yves L. Doz & Ajai Gaur, 2017. "Boundary Spanning in Global Organizations," Journal of Management Studies, Wiley Blackwell, vol. 54(4), pages 403-421, June.
    19. Youngjin Yoo & Ola Henfridsson & Kalle Lyytinen, 2010. "Research Commentary ---The New Organizing Logic of Digital Innovation: An Agenda for Information Systems Research," Information Systems Research, INFORMS, vol. 21(4), pages 724-735, December.
    20. Lim, Chiehyeon & Kim, Ki-Hun & Kim, Min-Jun & Heo, Jun-Yeon & Kim, Kwang-Jae & Maglio, Paul P., 2018. "From data to value: A nine-factor framework for data-based value creation in information-intensive services," International Journal of Information Management, Elsevier, vol. 39(C), pages 121-135.
    21. Daniel Beverungen & Thomas Hess & Antonia Köster & Christiane Lehrer, 2022. "From private digital platforms to public data spaces: implications for the digital transformation," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(2), pages 493-501, June.
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    Cited by:

    1. Konrad Degen & Timm Teubner, 2024. "Wallet wars or digital public infrastructure? Orchestrating a digital identity data ecosystem from a government perspective," Electronic Markets, Springer;IIM University of St. Gallen, vol. 34(1), pages 1-25, December.
    2. Mark Reuver & Hosea A. Ofe & Mila Gasco-Hernandez & Boriana Rukanova & J. Ramon Gil-Garcia, 2024. "Data economy in a globalized world, opportunities and challenges for public and private organizations," Electronic Markets, Springer;IIM University of St. Gallen, vol. 34(1), pages 1-5, December.
    3. Julia Schweihoff & Anzelika Lipovetskaja & Ilka Jussen-Lengersdorf & Frederik Möller, 2024. "Stuck in the middle with you: Conceptualizing data intermediaries and data intermediation services," Electronic Markets, Springer;IIM University of St. Gallen, vol. 34(1), pages 1-26, December.

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    More about this item

    Keywords

    Data ecosystems; Data sharing; Data spaces;
    All these keywords.

    JEL classification:

    • A1 - General Economics and Teaching - - General Economics

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