IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v116y2020icp356-365.html
   My bibliography  Save this article

Customer experience management in the age of big data analytics: A strategic framework

Author

Listed:
  • Holmlund, Maria
  • Van Vaerenbergh, Yves
  • Ciuchita, Robert
  • Ravald, Annika
  • Sarantopoulos, Panagiotis
  • Ordenes, Francisco Villarroel
  • Zaki, Mohamed

Abstract

Customer experience (CX) has emerged as a sustainable source of competitive differentiation. Recent developments in big data analytics (BDA) have exposed possibilities to unlock customer insights for customer experience management (CXM). Research at the intersection of these two fields is scarce and there is a need for conceptual work that (1) provides an overview of opportunities to use BDA for CXM and (2) guides management practice and future research. The purpose of this paper is therefore to develop a strategic framework for CXM based on CX insights resulting from BDA. Our conceptualisation is comprehensive and is particularly relevant for researchers and practitioners who are less familiar with the potential of BDA for CXM. For managers, we provide a step-by-step guide on how to kick-start or implement our strategic framework. For researchers, we propose some opportunities for future studies in this promising research area.

Suggested Citation

  • Holmlund, Maria & Van Vaerenbergh, Yves & Ciuchita, Robert & Ravald, Annika & Sarantopoulos, Panagiotis & Ordenes, Francisco Villarroel & Zaki, Mohamed, 2020. "Customer experience management in the age of big data analytics: A strategic framework," Journal of Business Research, Elsevier, vol. 116(C), pages 356-365.
    • Handle: RePEc:eee:jbrese:v:116:y:2020:i:c:p:356-365
    DOI: 10.1016/j.jbusres.2020.01.022
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296320300345
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jbusres.2020.01.022?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Avinash Malshe & Scott B. Friend, 2018. "Initiating value co-creation: Dealing with non-receptive customers," Journal of the Academy of Marketing Science, Springer, vol. 46(5), pages 895-920, September.
    2. McColl-Kennedy, Janet R. & Patterson, Paul G. & Smith, Amy K. & Brady, Michael K., 2009. "Customer Rage Episodes: Emotions, Expressions and Behaviors," Journal of Retailing, Elsevier, vol. 85(2), pages 222-237.
    3. Sivarajah, Uthayasankar & Kamal, Muhammad Mustafa & Irani, Zahir & Weerakkody, Vishanth, 2017. "Critical analysis of Big Data challenges and analytical methods," Journal of Business Research, Elsevier, vol. 70(C), pages 263-286.
    4. Davide Proserpio & Georgios Zervas, 2017. "Online Reputation Management: Estimating the Impact of Management Responses on Consumer Reviews," Marketing Science, INFORMS, vol. 36(5), pages 645-665, September.
    5. Christian Homburg & Danijel Jozić & Christina Kuehnl, 2017. "Customer experience management: toward implementing an evolving marketing concept," Journal of the Academy of Marketing Science, Springer, vol. 45(3), pages 377-401, May.
    6. Sam K. Hui & Eric T. Bradlow & Peter S. Fader, 2009. "Testing Behavioral Hypotheses Using an Integrated Model of Grocery Store Shopping Path and Purchase Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 36(3), pages 478-493.
    7. Voorhees, Clay M. & Fombelle, Paul W. & Gregoire, Yany & Bone, Sterling & Gustafsson, Anders & Sousa, Rui & Walkowiak, Travis, 2017. "Service encounters, experiences and the customer journey: Defining the field and a call to expand our lens," Journal of Business Research, Elsevier, vol. 79(C), pages 269-280.
    8. Christina Kuehnl & Danijel Jozic & Christian Homburg, 2019. "Effective customer journey design: consumers’ conception, measurement, and consequences," Journal of the Academy of Marketing Science, Springer, vol. 47(3), pages 551-568, May.
    9. 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.
    10. Bitty Balducci & Detelina Marinova, 2018. "Unstructured data in marketing," Journal of the Academy of Marketing Science, Springer, vol. 46(4), pages 557-590, July.
    11. Oded Netzer & Ronen Feldman & Jacob Goldenberg & Moshe Fresko, 2012. "Mine Your Own Business: Market-Structure Surveillance Through Text Mining," Marketing Science, INFORMS, vol. 31(3), pages 521-543, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Benjamin Barann & Jan H. Betzing & Marco Niemann & Benedikt Hoffmeister & Jörg Becker, 2022. "Exploring customers’ likeliness to use e-service touchpoints in brick and mortar retail," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(2), pages 523-545, June.
    2. Hollebeek, Linda D. & Clark, Moira K. & Andreassen, Tor W. & Sigurdsson, Valdimar & Smith, Dale, 2020. "Virtual reality through the customer journey: Framework and propositions," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    3. Weidig, Jakob & Weippert, Marco & Kuehnl, Christina, 2024. "Personalized touchpoints and customer experience: A conceptual synthesis," Journal of Business Research, Elsevier, vol. 177(C).
    4. Caruelle, Delphine & Shams, Poja & Gustafsson, Anders & Lervik-Olsen, Line, 2024. "Emotional arousal in customer experience: A dynamic view," Journal of Business Research, Elsevier, vol. 170(C).
    5. Reitsamer, Bernd F. & Becker, Larissa, 2024. "Customer journey partitioning: A customer-centric conceptualization beyond stages and touchpoints," Journal of Business Research, Elsevier, vol. 181(C).
    6. Cocco, Helen & Demoulin, Nathalie T.M., 2022. "Designing a seamless shopping journey through omnichannel retailer integration," Journal of Business Research, Elsevier, vol. 150(C), pages 461-475.
    7. Barann, Benjamin & Hermann, Andreas & Heuchert, Markus & Becker, Jörg, 2022. "Can't touch this? Conceptualizing the customer touchpoint in the context of omni-channel retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    8. Katsumata, Sotaro & Nishimoto, Akihiro & Kannan, P.K., 2023. "Brand competitiveness and resilience to exogenous shock: Usage of smartphone apps during the COVID-19 pandemic," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    9. Gasparin, Isadora & Panina, Ekaterina & Becker, Larissa & Yrjölä, Mika & Jaakkola, Elina & Pizzutti, Cristiane, 2022. "Challenging the "integration imperative": A customer perspective on omnichannel journeys," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    10. Ruth N. Bolton & Anders Gustafsson & Crina O. Tarasi & Lars Witell, 2022. "Designing satisfying service encounters: website versus store touchpoints," Journal of the Academy of Marketing Science, Springer, vol. 50(1), pages 85-107, January.
    11. Cambra-Fierro, Jesús & Polo-Redondo, Yolanda & Trifu, Andreea, 2021. "Short-term and long-term effects of touchpoints on customer perceptions," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    12. Carlson, Keith & Kopalle, Praveen K. & Riddell, Allen & Rockmore, Daniel & Vana, Prasad, 2023. "Complementing human effort in online reviews: A deep learning approach to automatic content generation and review synthesis," International Journal of Research in Marketing, Elsevier, vol. 40(1), pages 54-74.
    13. Rather, Raouf Ahmad & Hollebeek, Linda D., 2021. "Customers’ service-related engagement, experience, and behavioral intent: Moderating role of age," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    14. Hu, Tun-I & Tracogna, Andrea, 2020. "Multichannel customer journeys and their determinants: Evidence from motor insurance," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    15. Snyder, Hannah & Witell, Lars & Gustafsson, Anders & McColl-Kennedy, Janet R., 2022. "Consumer lying behavior in service encounters," Journal of Business Research, Elsevier, vol. 141(C), pages 755-769.
    16. Linda D. Hollebeek & V. Kumar & Rajendra K. Srivastava & Moira K. Clark, 2023. "Moving the stakeholder journey forward," Journal of the Academy of Marketing Science, Springer, vol. 51(1), pages 23-49, January.
    17. Story, Vicky & Zolkiewski, Judy & Verleye, Katrien & Nazifi, Amin & Hannibal, Claire & Grimes, Anthony & Abboud, Liliane, 2020. "Stepping out of the shadows: Supporting actors’ strategies for managing end-user experiences in service ecosystems," Journal of Business Research, Elsevier, vol. 116(C), pages 401-411.
    18. Christian Koch & Michael Hartmann, 2023. "Importance of the perceived quality of touchpoints for customer journey analysis – evidence from the B2B sector," Electronic Commerce Research, Springer, vol. 23(3), pages 1515-1538, September.
    19. Dhrithi Mahadevan & G. Shainesh, 2024. "Conceptualizing customer experience in multi-actor platforms," AMS Review, Springer;Academy of Marketing Science, vol. 14(1), pages 83-103, June.
    20. Luigi M. De Luca & Dennis Herhausen & Gabriele Troilo & Andrea Rossi, 2021. "How and when do big data investments pay off? The role of marketing affordances and service innovation," Journal of the Academy of Marketing Science, Springer, vol. 49(4), pages 790-810, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jbrese:v:116:y:2020:i:c:p:356-365. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbusres .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.