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Big data, big decisions: The impact of big data on board level decision-making

Author

Listed:
  • Merendino, Alessandro
  • Dibb, Sally
  • Meadows, Maureen
  • Quinn, Lee
  • Wilson, David
  • Simkin, Lyndon
  • Canhoto, Ana

Abstract

Big Data (BD) has the potential to ‘disrupt’ the senior management of organisations, prompting directors to make decisions more rapidly and to shape their capabilities to address environmental changes. This paper explores whether, how and to what extent BD has disrupted the process of board level decision-making. Drawing upon both the knowledge-based view, and cognitive and dynamic capabilities, we undertook in-depth interviews with directors involved in high-level strategic decision-making. Our data reveal important findings in three areas. First, we find evidence of a shortfall in cognitive capabilities in relation to BD, and issues with cognitive biases and cognitive overload. Second, we reveal the challenges to board cohesion presented by BD. Finally, we show how BD impacts on responsibility/control within senior teams. This study points to areas for development at three levels of our analysis: individual directors, the board, and a broader view of the organisation with its external stakeholders.

Suggested Citation

  • Merendino, Alessandro & Dibb, Sally & Meadows, Maureen & Quinn, Lee & Wilson, David & Simkin, Lyndon & Canhoto, Ana, 2018. "Big data, big decisions: The impact of big data on board level decision-making," Journal of Business Research, Elsevier, vol. 93(C), pages 67-78.
    • Handle: RePEc:eee:jbrese:v:93:y:2018:i:c:p:67-78
    DOI: 10.1016/j.jbusres.2018.08.029
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    as
    1. Mary Tripsas & Giovanni Gavetti, 2000. "Capabilities, cognition, and inertia: evidence from digital imaging," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1147-1161, October.
    2. Shaker A. Zahra & Igor Filatotchev, 2004. "Governance of the Entrepreneurial Threshold Firm: A Knowledge‐based Perspective," Journal of Management Studies, Wiley Blackwell, vol. 41(5), pages 885-897, July.
    3. 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.
    4. Fosso Wamba, Samuel & Akter, Shahriar & Edwards, Andrew & Chopin, Geoffrey & Gnanzou, Denis, 2015. "How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study," International Journal of Production Economics, Elsevier, vol. 165(C), pages 234-246.
    5. Janssen, Marijn & van der Voort, Haiko & Wahyudi, Agung, 2017. "Factors influencing big data decision-making quality," Journal of Business Research, Elsevier, vol. 70(C), pages 338-345.
    6. Musteen, Martina, 2016. "Behavioral factors in offshoring decisions: A qualitative analysis," Journal of Business Research, Elsevier, vol. 69(9), pages 3439-3446.
    7. Kathleen M. Eisenhardt & Jeffrey A. Martin, 2000. "Dynamic capabilities: what are they?," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1105-1121, October.
    8. Dorothy A Leonard, 2011. "Managing Knowledge Assets, Creativity and Innovation," World Scientific Books, World Scientific Publishing Co. Pte. Ltd., number 7638, August.
    9. Peter J. Lane & Michael Lubatkin, 1998. "Relative absorptive capacity and interorganizational learning," Post-Print hal-02311860, HAL.
    10. Wamba, Samuel Fosso & Gunasekaran, Angappa & Akter, Shahriar & Ren, Steven Ji-fan & Dubey, Rameshwar & Childe, Stephen J., 2017. "Big data analytics and firm performance: Effects of dynamic capabilities," Journal of Business Research, Elsevier, vol. 70(C), pages 356-365.
    11. Sidney G. Winter, 2003. "Understanding dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 991-995, October.
    12. Constance E. Helfat & Margaret A. Peteraf, 2015. "Managerial cognitive capabilities and the microfoundations of dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 36(6), pages 831-850, June.
    13. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    14. Jesse D. Lecy & Ines A. Mergel & Hans Peter Schmitz, 2014. "Networks in Public Administration: Current scholarship in review," Public Management Review, Taylor & Francis Journals, vol. 16(5), pages 643-665, June.
    15. Davide Ravasi & Alessandro Zattoni, 2006. "Exploring the Political Side of Board Involvement in Strategy: A Study of Mixed‐Ownership Institutions," Journal of Management Studies, Wiley Blackwell, vol. 43(8), pages 1671-1702, December.
    16. Balogun, Julia & Jenkins, Mark, 2003. "Re-conceiving Change Management:: A Knowledge-based Perspective," European Management Journal, Elsevier, vol. 21(2), pages 247-257, April.
    17. David J. Hickson & Susan J. Miller & David C. Wilson, 2003. "Planned or Prioritized? Two Options in Managing the Implementation of Strategic Decisions," Journal of Management Studies, Wiley Blackwell, vol. 40(7), pages 1803-1836, November.
    18. R. Whittington & Ludovic Cailluet & B. Yakis-Douglas, 2011. "Opening Strategy: Evolution of a Precarious Profession," Post-Print halshs-00738389, HAL.
    19. Rötzmeier-Keuper, Julia & Hendricks (née Lerch), Jennifer & Wünderlich, Nancy V. & Schmitz, Gertrud, 2018. "Triadic relationships in the context of services for animal companions," Journal of Business Research, Elsevier, vol. 85(C), pages 295-303.
    20. Lin, Yini & Wu, Lei-Yu, 2014. "Exploring the role of dynamic capabilities in firm performance under the resource-based view framework," Journal of Business Research, Elsevier, vol. 67(3), pages 407-413.
    21. 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.
    22. Niamh Brennan, 2016. "Shades of Grey: Directors' Dilemmas," Open Access publications 10197/7618, Research Repository, University College Dublin.
    23. Richard Leblanc & Mark S. Schwartz, 2007. "The Black Box of Board Process: gaining access to a difficult subject," Corporate Governance: An International Review, Wiley Blackwell, vol. 15(5), pages 843-851, September.
    24. Braganza, Ashley & Brooks, Laurence & Nepelski, Daniel & Ali, Maged & Moro, Russ, 2017. "Resource management in big data initiatives: Processes and dynamic capabilities," Journal of Business Research, Elsevier, vol. 70(C), pages 328-337.
    25. Wu, Lei-Yu, 2010. "Applicability of the resource-based and dynamic-capability views under environmental volatility," Journal of Business Research, Elsevier, vol. 63(1), pages 27-31, January.
    26. Niamh Brennan & John P. Conroy, 2013. "Bank CEOs, executive hubris and the banking crisis," Open Access publications 10197/5404, Research Repository, University College Dublin.
    27. Petrakis, Panagiotis E. & Kostis, Pantelis C. & Kafka, Kyriaki I., 2016. "Secular stagnation, faltering innovation, and high uncertainty: New-era entrepreneurship appraisal using knowledge-based thinking," Journal of Business Research, Elsevier, vol. 69(5), pages 1909-1913.
    28. John Hendry, 2000. "Strategic Decision Mking, Discourse, And Strategy As Social Practice," Journal of Management Studies, Wiley Blackwell, vol. 37(7), pages 955-978, November.
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