Academia.eduAcademia.edu

Outline

Customer engagement in a Big Data world

2017, Journal of Services Marketing

https://doi.org/10.1108/JSM-10-2016-0352

Abstract

Purpose This paper aims to propose that the literature on customer engagement has emphasized the benefits of customer engagement to the firm and, to a large extent, ignored the customers’ perspective. By drawing upon co-creation and other literature, this paper attempts to alleviate this gap by proposing a strategic framework that aligns both the customer and firm perspectives in successfully creating engagement that generates value for both the customer and the bottom line. Design/methodology/approach A strategic framework is proposed that includes the necessary firm resources, data, process, timeline and goals for engagement, and captures customers’ motives, situational factors and preferred engagement styles. Findings The authors argue that sustainability of data-driven customer engagement requires a dynamic and iterative value generation process involving customers recognizing the value of engagement behaviours and firm’s ability to capture and passing value back to customers. O...

References (62)

  1. Akter, S. and Wamba, S. F. (2016), "Big data analytics in E-commerce: a systematic review and agenda for future research", Electronic Markets, Vol. 26 No. 2, pp. 173-94.
  2. Algesheimer, R., Dholakia, U. M., and Herrmann, A. (2005), "The social influence of brand community: Evidence from European car clubs", Journal of Marketing, Vol. 69 No. 3, pp. 19-34.
  3. Anuradha, J. (2015), "A brief introduction on Big Data 5Vs characteristics and Hadoop technology", Procedia computer science, Vol. 48 No., pp. 319-24.
  4. Bowden, J. L.-H. (2009), "The process of customer engagement: A conceptual framework", Journal of Marketing Theory and Practice, Vol. 17 No. 1, pp. 63-74.
  5. Brennan, K. A., Clark, C. L., Shaver, P. R., and Simpson, J. A. (1998), "Self-report measurement of adult attachment: An integrative overview", in Rholes, W. S. (ed.) Attachment theory and close relationships. Guilford Press, New York, NY, US, pp. 46- 76.
  6. Brodie, R. J., Hollebeek, L. D., Juric, B., and Ilic, A. (2011), "Customer engagement: conceptual domain, fundamental propositions, and implications for research", Journal of Service Research, Vol. 14 No., pp. 252-71.
  7. Brodie, R. J., Ilic, A., Juric, B., and Hollebeek, L. (2013), "Consumer engagement in a virtual brand community: An exploratory analysis", Journal of Business Research, Vol.
  8. Campos, A. C., Mendes, J., do Valle, P. O., and Scott, N. (2016), "Co-Creation Experiences: Attention and Memorability", Journal of Travel & Tourism Marketing, Vol.
  9. Chen, H., Chiang, R. H., and Storey, V. C. (2012), "Business Intelligence and Analytics: From Big Data to Big Impact", MIS Quarterly, Vol. 36 No. 4, pp. 1165-88.
  10. Choudhury, M. M. and Harrigan, P. (2014), "CRM to social CRM: the integration of new technologies into customer relationship management", Journal of Strategic Marketing, Vol. 22 No. 2, pp. 149-76.
  11. Coulter, K. S., Gummerus, J., Liljander, V., Weman, E., and Pihlström, M. (2012), "Customer engagement in a Facebook brand community", Management Research Review, Vol. 35 No. 9, pp. 857-77.
  12. De Matos, C. A. and Rossi, C. A. V. (2008), "Word-of-mouth communications in marketing: a meta-analytic review of the antecedents and moderators", Journal of the Academy of Marketing Science, Vol. 36 No. 4, pp. 578-96.
  13. Di Gangi, P. M., Wasko, M. M., and Hooker, R. E. (2010), "Getting Customers' Ideas to Work For You: Learning From Dell How To Succeed With Online User Innovation Communities", MIS Quarterly Executive, Vol. 9 No. 4, pp. 213-28.
  14. Dittrich, K. and Duysters, G. (2007), "Networking as a means to strategy change: the case of open innovation in mobile telephony", Journal of Product Innovation Management, Vol. 24 No. 6, pp. 510-21.
  15. Forbes (2015), "Customer Engagement: Best of the Best. Forbes Insights," available at http://www.forbes.com/forbesinsights/sap_customer_engagement/index.html, (accessed 9/15/16)
  16. Grönroos, C. (2012), "Conceptualising value co-creation: A journey to the 1970s and back to the future", Journal of Marketing Management, Vol. 28 No. 13-14, pp. 1520-34.
  17. Grönroos, C. and Gummerus, J. (2014), "The service revolution and its marketing implications: service logic vs service-dominant logic", Managing Service quality, Vol. 24 No. 3, pp. 206-29.
  18. Grönroos, C. and Voima, P. (2013), "Critical service logic: making sense of value creation and co-creation", Journal of the Academy of Marketing Science, Vol. 41 No. 2, pp. 133-50.
  19. Hazan, C. and Shaver, P. R. (1990), "Love and work: An attachment-theoretical perspective", Journal of Personality and social Psychology, Vol. 59 No. 2, pp. 270-80.
  20. Heinonen, K. and Strandvik, T. (2015), "Customer-dominant logic: foundations and implications", Journal of Services Marketing, Vol. 29 No. 6/7, pp. 472-84.
  21. Heinonen, K., Strandvik, T., Mickelsson, K.-J., Edvardsson, B., Sundström, E., and Andersson, P. (2010), "A Customer Dominant Logic of Service ", Journal of Service Management, Vol. 21 No. 4, pp. 531-48.
  22. Hollebeek, L. (2011), "Exploring customer brand engagement: definition and themes", Journal of Strategic Marketing, Vol. 19 No. 7, pp. 555-73.
  23. Hollebeek, L. D., Glynn, M. S., and Brodie, R. J. (2014), "Consumer brand engagement in social media: Conceptualization, scale development and validation", Journal of interactive marketing, Vol. 28 No. 2, pp. 149-65.
  24. Horst, P. and Duboff, R. (2015), "Don't Let Big Data Bury Your Brand", Harvard Business Review, Vol. 93 No. 11, pp. 78-84.
  25. Jahn, B. and Kunz, W. (2012), "How to transform consumers into fans of your brand", Journal of Service Management, Vol. 23 No. 3, pp. 344-61.
  26. Javornik, A. and Mandelli, A. (2012), "Behavioral perspectives of customer engagement: An exploratory study of customer engagement with three Swiss FMCG brands", Journal of Database Marketing & Customer Strategy Management, Vol. 19 No. 4, pp. 300-10.
  27. Koren, Y. (2008), "Factorization meets the neighborhood: a multifaceted collaborative filtering model," in Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining.
  28. Kumar, V., Bhaskaran, V., Mirchandani, R., and Shah, M. (2013), "Practice prize winner- creating a measurable social media marketing strategy: increasing the value and ROI of intangibles and tangibles for hokey pokey", Marketing Science, Vol. 32 No. 2, pp. 194- 212. Larivière, B., Joosten, H., Malthouse, E. C., van Birgelen, M., Aksoy, P., Kunz, W. H., and Huang, M.-H. (2013), "Value fusion: the blending of consumer and firm value in the distinct context of mobile technologies and social media", Journal of Service Management, Vol. 24 No. 3, pp. 268-93.
  29. Libai, B. (2011), "Comment: the perils of focusing on highly engaged customers", Journal of Service Research, Vol. 14 No. 3, pp. 275-76.
  30. Linden, G., Smith, B., and York, J. (2003), "Amazon. com recommendations: Item-to- item collaborative filtering", IEEE Internet computing, Vol. 7 No. 1, pp. 76-80.
  31. Malthouse, E. C., Haenlein, M., Skiera, B., Wege, E., and Zhang, M. (2013), "Managing customer relationships in the social media era: introducing the social CRM house", Journal of Interactive Marketing, Vol. 27 No. 4, pp. 270-80.
  32. Maslowska, E., Malthouse, E. C., and Collinger, T. (2016), "The customer engagement ecosystem", Journal of Marketing Management, Vol. 32 No. 5-6, pp. 469-501.
  33. Mazzarol, T., Sweeney, J. C., and Soutar, G. N. (2007), "Conceptualizing word-of-mouth activity, triggers and conditions: an exploratory study", European Journal of Marketing, Vol. 41 No. 11/12, pp. 1475-94.
  34. Mende, M. and Bolton, R. N. (2011), "Why attachment security matters how customers' attachment styles influence their relationships with service firms and service employees", Journal of Service Research, Vol. 14 No. 3, pp. 285-301.
  35. Mende, M., Bolton, R. N., and Bitner, M. J. (2013), "Decoding customer-firm relationships: How attachment styles help explain customers' preferences for closeness, repurchase intentions, and changes in relationship breadth", Journal of Marketing Research, Vol. 50 No. 1, pp. 125-42.
  36. MSI (2016), "2016-2018 Research Priorities." Cambridge: MSI Inc.
  37. Munzel, A. and Kunz, W. H. (2014), "Creators, multipliers, and lurkers: who contributes and who benefits at online review sites", Journal of Service Management, Vol. 25 No. 1, pp. 49-74.
  38. Ordenes, F. V., Theodoulidis, B., Burton, J., Gruber, T., and Zaki, M. (2014), "Analyzing Customer Experience Feedback Using Text Mining A Linguistics-Based Approach", Journal of Service Research, Vol. 17 No. 3, pp. 278-95.
  39. Pang, B. and Lee, L. (2008), "Opinion mining and sentiment analysis", Foundations and trends in information retrieval, Vol. 2 No. 1-2, pp. 1-135.
  40. Parmar, R., Mackenzie, I., Cohn, D., and Gann, D. (2014), "The new patterns of innovation", Harvard Business Review, Vol. 92 No. 1, pp. 2-11.
  41. Patterson, P., Yu, T., and De Ruyter, K. (2006), "Understanding customer engagement in services," in Advancing theory, maintaining relevance, proceedings of ANZMAC 2006 conference, Brisbane.
  42. Prahalad, C. K. and Ramaswamy, V. (2000), "Co-opting customer competence", Harvard Business Review, Vol. 78 No. 1, pp. 79-90.
  43. Ramirez, R. (1999), "Value Co-Production: Intellectual Origins and Implications for Practice and Research", Strategic Management Journal, Vol. 20 No. 1, pp. 49-65.
  44. Ranjan, K. R. and Read, S. (2016), "Value co-creation: concept and measurement", Journal of the Academy of Marketing Science, Vol. 44 No. 3, pp. 290-315.
  45. Repenning, N. P. (2002), "A simulation-based approach to understanding the dynamics of innovation implementation", Organization Science, Vol. 13 No. 2, pp. 109-27.
  46. Rigby, D. K., Reichheld, F. F., and Schefter, P. (2002), "Avoid the four perils of CRM", Harvard Business Review, Vol. 80 No. 2, pp. 101-09.
  47. Roberts, C. and Alpert, F. (2010), "Total customer engagement: designing and aligning key strategic elements to achieve growth", Journal of Product & Brand Management, Vol. 19 No. 3, pp. 198-209.
  48. Sashi, C. (2012), "Customer engagement, buyer-seller relationships, and social media", Management Decision, Vol. 50 No. 2, pp. 253-72.
  49. Sawhney, M., Verona, G., and Prandelli, E. (2005), "Collaborating to create: The Internet as a platform for customer engagement in product innovation", Journal of interactive marketing, Vol. 19 No. 4, pp. 4-17.
  50. Sigala, M. (2016), "Social CRM Capabilities and Readiness: Findings from Greek Tourism Firms," in Information and Communication Technologies in Tourism.
  51. Sigala, M., Christou, E., and Gretzel, U. (2012), Social media in travel, tourism and hospitality: Theory, practice and cases. Ashgate Publishing, Ltd., Place
  52. Smith, A. N., Fischer, E., and Yongjian, C. (2012), "How does brand-related user- generated content differ across YouTube, Facebook, and Twitter?", Journal of Interactive Marketing, Vol. 26 No. 2, pp. 102-13.
  53. So, K. K. F., King, C., Sparks, B. A., and Wang, Y. (2016), "Enhancing customer relationships with retail service brands: The role of customer engagement", Journal of Service Management, Vol. 27 No. 2, pp. 170-93.
  54. Van Doorn, J., Lemon, K. N., Mittal, V., Nass, S., Pick, D., Pirner, P., and Verhoef, P. C. (2010), "Customer engagement behavior: Theoretical foundations and research directions", Journal of Service Research, Vol. 13 No. 3, pp. 253-66.
  55. Vargo, S. L. and Lusch, R. F. (2016), "Institutions and axioms: an extension and update of service-dominant logic", Journal of the Academy of Marketing Science, Vol. 44 No. 1, pp. 5-23.
  56. Verhoef, P. C., Reinartz, W. J., and Krafft, M. (2010), "Customer engagement as a new perspective in customer management", Journal of Service Research, Vol. 13 No. 3, pp. 247-52.
  57. Verleye, K. (2015), "The co-creation experience from the customer perspective: its measurement and determinants", Journal of Service Management, Vol. 26 No. 2, pp. 321- 42.
  58. Vivek, S. D., Beatty, S. E., and Morgan, R. M. (2012), "Customer engagement: Exploring customer relationships beyond purchase", Journal of Marketing Theory and Practice, Vol. 20 No. 2, pp. 122-46.
  59. Walker, R. (2015), From Big Data to Big Profits: Success with Data and Analytics. Oxford University Press, Place
  60. Wedel, M. and Kannan, P. K. (2016), "Marketing Analytics for Data-Rich Environments.," in Journal of Marketing, forthcomming.
  61. Weinberg, B. D., Milne, G. R., Andonova, Y. G., and Hajjat, F. M. (2015), "Internet of Things: Convenience vs. privacy and secrecy", Business Horizons, Vol. 58 No. 6, pp. 615-24.
  62. Wirtz, J., den Ambtman, A., Bloemer, J., Horváth, C., Ramaseshan, B., van de Klundert, J., and Gurhan Canli, Z. (2013), "Managing brands and customer engagement in online brand communities", Journal of Service Management, Vol. 24 No. 3, pp. 223-44.