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Data-driven innovation capability of marketing: an exploratory study of its components and underlying processes

Author

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  • Ludivine Ravat

    (CERGAM - Centre d'Études et de Recherche en Gestion d'Aix-Marseille - AMU - Aix Marseille Université - UTLN - Université de Toulon, AMU IAE - Institut d'Administration des Entreprises (IAE) - Aix-en-Provence - AMU - Aix Marseille Université)

  • Aurélie Hemonnet-Goujot

    (CERGAM - Centre d'Études et de Recherche en Gestion d'Aix-Marseille - AMU - Aix Marseille Université - UTLN - Université de Toulon, AMU IAE - Institut d'Administration des Entreprises (IAE) - Aix-en-Provence - AMU - Aix Marseille Université)

  • Sandrine Hollet-Haudebert

    (CERGAM - Centre d'Études et de Recherche en Gestion d'Aix-Marseille - AMU - Aix Marseille Université - UTLN - Université de Toulon)

Abstract

The expanding digitalization of the innovation activity is of major concern for B2B industries. While management research is paying increased attention to this new data-driven innovation paradigm for firm specified operational purposes, little research has explained the phenomenon from the marketing organizational perspective. Given the essential role played by B2B marketing department in new products and services development, one may wonder how it can strategically shift its innovation capability to become data-centric. This study is aimed at describing how to build a data-driven innovation capability for B2B marketing organizations, by identifying its components and underlying processes. Based on 10 semi-structured interviews of B2B marketing directors, consultants, sales managers and CEO, the analysis sheds light to a market-oriented and dynamic capability, through the identification of a threestep construction process and four continued renewal capabilities reconfigurations.

Suggested Citation

  • Ludivine Ravat & Aurélie Hemonnet-Goujot & Sandrine Hollet-Haudebert, 2023. "Data-driven innovation capability of marketing: an exploratory study of its components and underlying processes," Post-Print hal-04151199, HAL.
    • Handle: RePEc:hal:journl:hal-04151199
    Note: View the original document on HAL open archive server: https://hal.science/hal-04151199
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    References listed on IDEAS

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    1. Rameshwar Dubey & David J. Bryde & Gary Graham & Cyril Foropon & Sushma Kumari & Omprakash Gupta, 2024. "The role of alliance management, big data analytics and information visibility on new-product development capability," Annals of Operations Research, Springer, vol. 333(2), pages 743-767, February.
    2. Erevelles, Sunil & Fukawa, Nobuyuki & Swayne, Linda, 2016. "Big Data consumer analytics and the transformation of marketing," Journal of Business Research, Elsevier, vol. 69(2), pages 897-904.
    3. Patrick Mikalef & John Krogstie, 2020. "Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities," European Journal of Information Systems, Taylor & Francis Journals, vol. 29(3), pages 260-287, May.
    4. Christian Homburg & Dominik M. Wielgos, 2022. "The value relevance of digital marketing capabilities to firm performance," Journal of the Academy of Marketing Science, Springer, vol. 50(4), pages 666-688, July.
    5. Shrihari Sridhar & Eric Fang, 2019. "New vistas for marketing strategy: digital, data-rich, and developing market (D3) environments," Journal of the Academy of Marketing Science, Springer, vol. 47(6), pages 977-985, November.
    6. Zeynep Arsel & Darren DahlEditor & Eileen FischerEditor & Gita JoharEditor & Vicki MorwitzEditor, 2017. "Asking Questions with Reflexive Focus: A Tutorial on Designing and Conducting Interviews," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(4), pages 939-948.
    7. Robert M. Grant, 1996. "Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration," Organization Science, INFORMS, vol. 7(4), pages 375-387, August.
    8. Raphael Amit & Paul J. H. Schoemaker, 1993. "Abstract," Strategic Management Journal, Wiley Blackwell, vol. 14(1), pages 33-46, January.
    9. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    10. Ghasemaghaei, Maryam & Calic, Goran, 2019. "Does big data enhance firm innovation competency? The mediating role of data-driven insights," Journal of Business Research, Elsevier, vol. 104(C), pages 69-84.
    11. Akter, Shahriar & Wamba, Samuel Fosso & Gunasekaran, Angappa & Dubey, Rameshwar & Childe, Stephen J., 2016. "How to improve firm performance using big data analytics capability and business strategy alignment?," International Journal of Production Economics, Elsevier, vol. 182(C), pages 113-131.
    12. Deeds, David L. & Decarolis, DONA & Coombs, Joseph, 2000. "Dynamic capabilities and new product development in high technology ventures: An empirical analysis of new biotechnology firms," Journal of Business Venturing, Elsevier, vol. 15(3), pages 211-229, May.
    13. Sidney G. Winter, 2003. "Understanding dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 991-995, October.
    14. Shantanu Dutta & Om Narasimhan & Surendra Rajiv, 1999. "Success in High-Technology Markets: Is Marketing Capability Critical?," Marketing Science, INFORMS, vol. 18(4), pages 547-568.
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    Keywords

    Strategic marketing; B2B marketing; digital marketing capabilities; data-driven innovation; process-oriented;
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