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Data-push innovation beyond serendipity: The case of a digital platform making Earth Observation data fit into multiple use contexts

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  • Barbier, Raphaëlle
  • Ben Yahia, Skander
  • Lenfle, Sylvain
  • Weil, Benoit

Abstract

The potential of data to circulate across organizations and sectors and stimulate innovation in multiple contexts has been largely acknowledged by practitioners and researchers. This has given rise to a specific form of innovation strategy, “data-push innovation”, which consists of stimulating the use of existing data by third-party actors. However, how to manage such a strategy remains challenging. The paper explores this question by examining the longitudinal case study of an actor that has successfully stimulated the use of Earth observation data by multiple actors over the last 40 years. The paper offers several contributions to research in information systems and innovation management. First, the paper shows that data-push innovation can be fostered through the intentional design of a so-called “fit system” allowing data to be used in multiple contexts. Such a fit system can be built as a generic system, following similar “generification” strategies as those supporting platform or software development but with original patterns to adapt to the specificities of data-push innovation. Second, the paper characterizes the types of “boundary resources” needed to support this process. These boundary resources especially have a two-way resourcing function: they help third-party actors contribute to the fit system development, but they also allow the fit system owner to identify the knowledge boundaries preventing data from gaining meaning in new contexts. Third, the paper reveals an intriguing form of localized and nondominant platform leadership, focusing on gaining generative power rather than controlling power over the platform ecosystem.

Suggested Citation

  • Barbier, Raphaëlle & Ben Yahia, Skander & Lenfle, Sylvain & Weil, Benoit, 2024. "Data-push innovation beyond serendipity: The case of a digital platform making Earth Observation data fit into multiple use contexts," Technovation, Elsevier, vol. 132(C).
    • Handle: RePEc:eee:techno:v:132:y:2024:i:c:s0166497224000427
    DOI: 10.1016/j.technovation.2024.102992
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    1. Gawer, Annabelle, 2014. "Bridging differing perspectives on technological platforms: Toward an integrative framework," Research Policy, Elsevier, vol. 43(7), pages 1239-1249.
    2. David Tilson & Kalle Lyytinen & Carsten Sørensen, 2010. "Research Commentary ---Digital Infrastructures: The Missing IS Research Agenda," Information Systems Research, INFORMS, vol. 21(4), pages 748-759, December.
    3. Kimmo Karhu & Robin Gustafsson & Kalle Lyytinen, 2018. "Exploiting and Defending Open Digital Platforms with Boundary Resources: Android’s Five Platform Forks," Information Systems Research, INFORMS, vol. 29(2), pages 479-497, June.
    4. Amrit Tiwana & Benn Konsynski & Ashley A. Bush, 2010. "Research Commentary ---Platform Evolution: Coevolution of Platform Architecture, Governance, and Environmental Dynamics," Information Systems Research, INFORMS, vol. 21(4), pages 675-687, December.
    5. Sylvain Lenfle & Jonas Söderlund, 2022. "Project-oriented agency and regeneration in socio-technical transition: Insights from the case of numerical weather prediction (1978–2015)," Post-Print hal-03640761, HAL.
    6. Carliss Y. Baldwin & C. Jason Woodard, 2009. "The Architecture of Platforms: A Unified View," Chapters, in: Annabelle Gawer (ed.), Platforms, Markets and Innovation, chapter 2, Edward Elgar Publishing.
    7. Lenfle, Sylvain & Söderlund, Jonas, 2022. "Project-oriented agency and regeneration in socio-technical transition: Insights from the case of numerical weather prediction (1978–2015)," Research Policy, Elsevier, vol. 51(3).
    8. Carliss Y. Baldwin & Kim B. Clark, 2000. "Design Rules, Volume 1: The Power of Modularity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262024667, December.
    9. Ole Hanseth & Bendik Bygstad, 2015. "Flexible generification: ICT standardization strategies and service innovation in health care," European Journal of Information Systems, Taylor & Francis Journals, vol. 24(6), pages 645-663, November.
    10. Michael G. Jacobides & Carmelo Cennamo & Annabelle Gawer, 2018. "Towards a theory of ecosystems," Strategic Management Journal, Wiley Blackwell, vol. 39(8), pages 2255-2276, August.
    11. Gandomi, Amir & Haider, Murtaza, 2015. "Beyond the hype: Big data concepts, methods, and analytics," International Journal of Information Management, Elsevier, vol. 35(2), pages 137-144.
    12. de Reuver, Mark & Sørensen, Carsten & Basole, Rahul C., 2018. "The digital platform: a research agenda," LSE Research Online Documents on Economics 80669, London School of Economics and Political Science, LSE Library.
    13. Urbinati, Andrea & Bogers, Marcel & Chiesa, Vittorio & Frattini, Federico, 2019. "Creating and capturing value from Big Data: A multiple-case study analysis of provider companies," Technovation, Elsevier, vol. 84, pages 21-36.
    14. Eaton, Ben & Elaluf-Calderwood, Silvia & Sorensen, Carsten & Yoo, Youngjin, 2015. "Distributed tuning of boundary resources: the case of Apple's iOS service system," LSE Research Online Documents on Economics 63272, London School of Economics and Political Science, LSE Library.
    15. Aaltonen, Aleksi Ville & Alaimo, Cristina & Kallinikos, Jannis, 2021. "The making of data commodities: data analytics as an embedded process," LSE Research Online Documents on Economics 110296, London School of Economics and Political Science, LSE Library.
    16. Martin Schymanietz & Julia M. Jonas & Kathrin M. Möslein, 2022. "Exploring data-driven service innovation—aligning perspectives in research and practice," Journal of Business Economics, Springer, vol. 92(7), pages 1167-1205, September.
    17. Sophie Hooge & Olga Kokshagina & Pascal Le Masson & Kevin Levillain & Benoit Weil & Vincent Fabreguettes & Nathalie Popiolek, 2016. "Gambling versus Designing: Organizing for the Design of the Probability Space in the Energy Sector," Post-Print hal-01394629, HAL.
    18. Panos Constantinides & Ola Henfridsson & Geoffrey G. Parker, 2018. "Introduction—Platforms and Infrastructures in the Digital Age," Information Systems Research, INFORMS, vol. 29(2), pages 381-400, June.
    19. Mark Lycett, 2013. "‘Datafication’: making sense of (big) data in a complex world," European Journal of Information Systems, Taylor & Francis Journals, vol. 22(4), pages 381-386, July.
    20. 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.
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