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Driving Customer Analytics From the Top

Author

Listed:
  • Frank Germann

    (University of Notre Dame)

  • Gary L. Lilien

    (Pennsylvania State University)

  • Christine Moorman

    (Duke University)

  • Lars Fiedler

    (McKinsey & Company, Inc.)

  • Till Groβmaβ

    (McKinsey & Company, Inc.)

Abstract

Customer analytics has moved to center stage and customer analytics budgets are rising rapidly. It is surprising, then, that many chief marketing officers (CMOs) are uncertain about whether these investments improve firm performance. We address this apparent disconnection using a multi-method approach. Using a large-scale global survey at two points in time, we first show that the use of customer analytics is positively related to firm performance. Second, from among a set of factors identified in the literature, we show that top management team (TMT) advocacy of customer analytics is by far the most important one influencing the degree to which firms use customer analytics. Third, we find that TMT advocacy is also critical for ensuring that customer analytics use results in a positive payoff—an outcome that remains elusive in many firms. Finally, we report on a set of in-depth interviews that offer insight into why TMT advocacy plays such an influential role and identify steps TMTs should take to facilitate the use of customer analytics in their firms.

Suggested Citation

  • Frank Germann & Gary L. Lilien & Christine Moorman & Lars Fiedler & Till Groβmaβ, 2021. "Driving Customer Analytics From the Top," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 7(3), pages 43-61, October.
    • Handle: RePEc:spr:custns:v:7:y:2021:i:3:d:10.1007_s40547-020-00109-2
    DOI: 10.1007/s40547-020-00109-2
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    References listed on IDEAS

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    1. Rajiv Nag & Donald C. Hambrick & Ming‐Jer Chen, 2007. "What is strategic management, really? Inductive derivation of a consensus definition of the field," Strategic Management Journal, Wiley Blackwell, vol. 28(9), pages 935-955, September.
    2. Venkatesh Shankar & Pablo Azar & Matthew Fuller, 2008. "—: A Multicategory Brand Equity Model and Its Application at Allstate," Marketing Science, INFORMS, vol. 27(4), pages 567-584, 07-08.
    3. Anandhi S. Bharadwaj & Sundar G. Bharadwaj & Benn R. Konsynski, 1999. "Information Technology Effects on Firm Performance as Measured by Tobin's q," Management Science, INFORMS, vol. 45(7), pages 1008-1024, July.
    4. Sarv Devaraj & Rajiv Kohli, 2003. "Performance Impacts of Information Technology: Is Actual Usage the Missing Link?," Management Science, INFORMS, vol. 49(3), pages 273-289, March.
    5. Peter E. Rossi, 2014. "Invited Paper —Even the Rich Can Make Themselves Poor: A Critical Examination of IV Methods in Marketing Applications," Marketing Science, INFORMS, vol. 33(5), pages 655-672, September.
    6. Sande, Jon Bingen & Ghosh, Mrinal, 2018. "Endogeneity in survey research," International Journal of Research in Marketing, Elsevier, vol. 35(2), pages 185-204.
    7. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    8. Kusum L. Ailawadi & Bari A. Harlam & Jacques César & David Trounce, 2007. "Practice Prize Report—Quantifying and Improving Promotion Effectiveness at CVS," Marketing Science, INFORMS, vol. 26(4), pages 566-575, 07-08.
    9. Germann, Frank & Lilien, Gary L. & Fiedler, Lars & Kraus, Matthias, 2014. "Do Retailers Benefit from Deploying Customer Analytics?," Journal of Retailing, Elsevier, vol. 90(4), pages 587-593.
    10. Gary L. Lilien & John H. Roberts & Venkatesh Shankar, 2013. "Effective Marketing Science Applications: Insights from the ISMS-MSI Practice Prize Finalist Papers and Projects," Marketing Science, INFORMS, vol. 32(2), pages 229-245, March.
    11. Germann, Frank & Lilien, Gary L. & Rangaswamy, Arvind, 2013. "Performance implications of deploying marketing analytics," International Journal of Research in Marketing, Elsevier, vol. 30(2), pages 114-128.
    12. Ozkaya, H. Erkan & Droge, Cornelia & Hult, G. Tomas M. & Calantone, Roger & Ozkaya, Elif, 2015. "Market orientation, knowledge competence, and innovation," International Journal of Research in Marketing, Elsevier, vol. 32(3), pages 309-318.
    13. Michael S. Dahl, 2011. "Organizational Change and Employee Stress," Management Science, INFORMS, vol. 57(2), pages 240-256, February.
    14. Palmer Johnson & Leo Fay, 1950. "The Johnson-Neyman technique, its theory and application," Psychometrika, Springer;The Psychometric Society, vol. 15(4), pages 349-367, December.
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