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Revisiting customer analytics capability for data-driven retailing

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  • Hossain, Md Afnan
  • Akter, Shahriar
  • Yanamandram, Venkata

Abstract

Customer analytics is one of the most dominant strategic weapons in today's competitive retail environment. In spite of its strategic importance, there is scant attention to investigating customer analytics capabilities in the retail context. Drawing on a systematic literature review and thematic analysis, this study proposes a multidimensional customer analytics capability model by identifying relevant dimensions and sub-dimensions in retail settings. The principal contribution of this study is that the model links a customer analytics perspective to a resource-based view (RBV)-capability of the retailers by proposing six customer analytics capability dimensions and twelve sub-dimensions in the spectrum of market orientation and technology orientation. The customer analytics capability dimensions depict three crucial themes of marketing, such as value creation (offering capability and personalization capability), value delivery (distribution capability and communication capability), and value management (data management capability and data protection capability). By incorporating this capability dimensions, practitioners will likely be able to engage customers and enhance customer equity.

Suggested Citation

  • Hossain, Md Afnan & Akter, Shahriar & Yanamandram, Venkata, 2020. "Revisiting customer analytics capability for data-driven retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
    • Handle: RePEc:eee:joreco:v:56:y:2020:i:c:s0969698919314523
    DOI: 10.1016/j.jretconser.2020.102187
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    as
    1. Adrian Payne & Pennie Frow & Andreas Eggert, 2017. "The customer value proposition: evolution, development, and application in marketing," Journal of the Academy of Marketing Science, Springer, vol. 45(4), pages 467-489, July.
    2. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    3. Joel Steckel & Russell Winer & Randolph Bucklin & Benedict Dellaert & Xavier Drèze & Gerald Häubl & Sandy Jap & John Little & Tom Meyvis & Alan Montgomery & Arvind Rangaswamy, 2005. "Choice in Interactive Environments," Marketing Letters, Springer, vol. 16(3), pages 309-320, December.
    4. Kar Yan Tam & Shuk Ying Ho, 2005. "Web Personalization as a Persuasion Strategy: An Elaboration Likelihood Model Perspective," Information Systems Research, INFORMS, vol. 16(3), pages 271-291, September.
    5. Shahriar Akter & Samuel Fosso Wamba, 2016. "Big data analytics in E-commerce: a systematic review and agenda for future research," Electronic Markets, Springer;IIM University of St. Gallen, vol. 26(2), pages 173-194, May.
    6. Jie Zhang & Lakshman Krishnamurthi, 2004. "Customizing Promotions in Online Stores," Marketing Science, INFORMS, vol. 23(4), pages 561-578, June.
    7. Hossain, Tasnim M Taufique & Akter, Shahriar & Kattiyapornpong, Uraiporn & Dwivedi, Yogesh K., 2019. "Multichannel integration quality: A systematic review and agenda for future research," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 154-163.
    8. Huang, Tseng-Lung, 2019. "Psychological mechanisms of brand love and information technology identity in virtual retail environments," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 251-264.
    9. Herhausen, Dennis & Kleinlercher, Kristina & Verhoef, Peter C. & Emrich, Oliver & Rudolph, Thomas, 2019. "Loyalty Formation for Different Customer Journey Segments," Journal of Retailing, Elsevier, vol. 95(3), pages 9-29.
    10. Hinsch, Chris & Felix, Reto & Rauschnabel, Philipp A., 2020. "Nostalgia beats the wow-effect: Inspiration, awe and meaningful associations in augmented reality marketing," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    11. 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.
    12. Qi Yong-zhi, 2014. "Empirical Study on Multi-Channel Service Quality and Customer Loyalty of Retailers," Journal of Electronic Commerce in Organizations (JECO), IGI Global, vol. 12(4), pages 1-12, October.
    13. Hwang, Angel Hsing-Chi & Oh, Jeeyun, 2020. "Interacting with background music engages E-Customers more: The impact of interactive music on consumer perception and behavioral intention," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    14. B. P. S. Murthi & Sumit Sarkar, 2003. "The Role of the Management Sciences in Research on Personalization," Management Science, INFORMS, vol. 49(10), pages 1344-1362, October.
    15. Neil A. Morgan & Douglas W. Vorhies & Charlotte H. Mason, 2009. "Market orientation, marketing capabilities, and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 30(8), pages 909-920, August.
    16. Robert W. Palmatier & Mark B. Houston & John Hulland, 2018. "Review articles: purpose, process, and structure," Journal of the Academy of Marketing Science, Springer, vol. 46(1), pages 1-5, January.
    17. Chang Han Lee & Eunju Ko & Henrikki Tikkanen & Michel Phan & Gaetano Aiello & Raffaele Donvito & Sascha Raithel, 2014. "Marketing mix and customer equity of SPA brands : Cross-cultural perspectives," Post-Print hal-02313180, HAL.
    18. John A. Aloysius & Hartmut Hoehle & Soheil Goodarzi & Viswanath Venkatesh, 2018. "Big data initiatives in retail environments: Linking service process perceptions to shopping outcomes," Annals of Operations Research, Springer, vol. 270(1), pages 25-51, November.
    19. Souiden, Nizar & Chaouali, Walid & Baccouche, Mona, 2019. "Consumers’ attitude and adoption of location-based coupons: The case of the retail fast food sector," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 116-132.
    20. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    21. Romana Khan & Michael Lewis & Vishal Singh, 2009. "Dynamic Customer Management and the Value of One-to-One Marketing," Marketing Science, INFORMS, vol. 28(6), pages 1063-1079, 11-12.
    22. Inman, J. Jeffrey & Nikolova, Hristina, 2017. "Shopper-Facing Retail Technology: A Retailer Adoption Decision Framework Incorporating Shopper Attitudes and Privacy Concerns," Journal of Retailing, Elsevier, vol. 93(1), pages 7-28.
    23. Stanley F. Slater & John C. Narver, 1999. "Market‐oriented is more than being customer‐led," Strategic Management Journal, Wiley Blackwell, vol. 20(12), pages 1165-1168, December.
    24. 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.
    25. Adapa, Sujana & Fazal-e-Hasan, Syed Muhammad & Makam, Sathyaprakash Balaji & Azeem, Muhammad Masood & Mortimer, Gary, 2020. "Examining the antecedents and consequences of perceived shopping value through smart retail technology," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    26. Akter, Shahriar & Wamba, Samuel Fosso & D’Ambra, John, 2019. "Enabling a transformative service system by modeling quality dynamics," International Journal of Production Economics, Elsevier, vol. 207(C), pages 210-226.
    27. Ferracuti, N. & Norscini, C. & Frontoni, E. & Gabellini, P. & Paolanti, M. & Placidi, V., 2019. "A business application of RTLS technology in Intelligent Retail Environment: Defining the shopper's preferred path and its segmentation," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 184-194.
    28. 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.
    29. Verhoef, Peter C. & Kannan, P.K. & Inman, J. Jeffrey, 2015. "From Multi-Channel Retailing to Omni-Channel Retailing," Journal of Retailing, Elsevier, vol. 91(2), pages 174-181.
    30. Amalia R. Miller & Catherine E. Tucker, 2011. "Encryption and the loss of patient data," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 30(3), pages 534-556, June.
    31. Daunt, Kate L. & Harris, Lloyd C., 2017. "Consumer showrooming: Value co-destruction," Journal of Retailing and Consumer Services, Elsevier, vol. 38(C), pages 166-176.
    32. Kurata, Hisashi, 2019. "Is the information of customer types and preferences to personal selling worth the investment in innovative technology? A modeling approach," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 371-379.
    33. Verhoef, Peter C. & Venkatesan, Rajkumar & McAlister, Leigh & Malthouse, Edward C. & Krafft, Manfred & Ganesan, Shankar, 2010. "CRM in Data-Rich Multichannel Retailing Environments: A Review and Future Research Directions," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 121-137.
    34. Vidgen, Richard & Shaw, Sarah & Grant, David B., 2017. "Management challenges in creating value from business analytics," European Journal of Operational Research, Elsevier, vol. 261(2), pages 626-639.
    35. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    36. Tuck Siong Chung & Michel Wedel & Roland T. Rust, 2016. "Adaptive personalization using social networks," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 66-87, January.
    37. 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.
    38. David J. Ketchen & G. Tomas M. Hult & Stanley F. Slater, 2007. "Toward greater understanding of market orientation and the resource‐based view," Strategic Management Journal, Wiley Blackwell, vol. 28(9), pages 961-964, September.
    39. Beck, Norbert & Rygl, David, 2015. "Categorization of multiple channel retailing in Multi-, Cross-, and Omni†Channel Retailing for retailers and retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 27(C), pages 170-178.
    40. Douglas W. Vorhies & Robert E. Morgan & Chad W. Autry, 2009. "Product‐market strategy and the marketing capabilities of the firm: impact on market effectiveness and cash flow performance," Strategic Management Journal, Wiley Blackwell, vol. 30(12), pages 1310-1334, December.
    41. Hallikainen, Heli & Alamäki, Ari & Laukkanen, Tommi, 2019. "Individual preferences of digital touchpoints: A latent class analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 50(C), pages 386-393.
    42. Christian F. Durach & Joakim Kembro & Andreas Wieland, 2017. "A New Paradigm for Systematic Literature Reviews in Supply Chain Management," Journal of Supply Chain Management, Institute for Supply Management, vol. 53(4), pages 67-85, October.
    43. Ladhari, Riadh & Rioux, Magalie Christelle & Souiden, Nizar & Chiadmi, Nour-Eddine, 2019. "Consumers’ motives for visiting a food retailer's Facebook page," Journal of Retailing and Consumer Services, Elsevier, vol. 50(C), pages 379-385.
    44. Brodie, Roderick J. & Ilic, Ana & Juric, Biljana & Hollebeek, Linda, 2013. "Consumer engagement in a virtual brand community: An exploratory analysis," Journal of Business Research, Elsevier, vol. 66(1), pages 105-114.
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