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The smarter, the better?! Customer well-being, engagement, and perceptions in smart service systems

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  • Henkens, Bieke
  • Verleye, Katrien
  • Larivière, Bart

Abstract

Smart service systems – that is, configurations of smart products and service providers that deliver smart services – are striving to increase the smartness of their offering, but potential consequences for customer well-being are largely overlooked. Therefore, this research investigates the impact of smartness on customer well-being (here, self-efficacy and technology anxiety) through (1) customer engagement with different smart service system actors (here, smart products and service providers) and (2) customer perceptions (here, personalization and intrusiveness perceptions) and their associated importance (here, need for personalization and intrusiveness sensitivity). A scenario-based experiment (n = 730) – which is preceded by a systematic review to conceptualize smartness – shows that customers perceive more personalization than intrusiveness in case of higher levels of smartness, resulting in customer engagement with the smart product and to some extent with the service provider. Via customer engagement with the smart product, higher levels of smartness stimulate self-efficacy, especially for customers with a high need for personalization. When customers' need for personalization is high and their intrusiveness sensitivity is low, higher levels of smartness also reduce technology anxiety via customer engagement with the smart product. Hence, the conclusion is: “The smarter, the better!”, whereby the relationship between smartness and well-being (here, self-efficacy and technological anxiety) is significantly influenced by customer heterogeneity. These findings help business practitioners in boosting customer well-being by increasing customer engagement through higher levels of smartness of their service system.

Suggested Citation

  • Henkens, Bieke & Verleye, Katrien & Larivière, Bart, 2021. "The smarter, the better?! Customer well-being, engagement, and perceptions in smart service systems," International Journal of Research in Marketing, Elsevier, vol. 38(2), pages 425-447.
    • Handle: RePEc:eee:ijrema:v:38:y:2021:i:2:p:425-447
    DOI: 10.1016/j.ijresmar.2020.09.006
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    as
    1. Annika Howells & Itai Ivtzan & Francisco Eiroa-Orosa, 2016. "Putting the ‘app’ in Happiness: A Randomised Controlled Trial of a Smartphone-Based Mindfulness Intervention to Enhance Wellbeing," Journal of Happiness Studies, Springer, vol. 17(1), pages 163-185, February.
    2. Jürgen Anke, 2019. "Design-integrated financial assessment of smart services," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(1), pages 19-35, March.
    3. Anne-Madeleine Kranzbühler & Mirella H. P. Kleijnen & Peeter W. J. Verlegh, 2019. "Outsourcing the pain, keeping the pleasure: effects of outsourced touchpoints in the customer journey," Journal of the Academy of Marketing Science, Springer, vol. 47(2), pages 308-327, March.
    4. Verhoef, Peter C. & Stephen, Andrew T. & Kannan, P.K. & Luo, Xueming & Abhishek, Vibhanshu & Andrews, Michelle & Bart, Yakov & Datta, Hannes & Fong, Nathan & Hoffman, Donna L. & Hu, Mandy Mantian & No, 2017. "Consumer Connectivity in a Complex, Technology-enabled, and Mobile-oriented World with Smart Products," Journal of Interactive Marketing, Elsevier, vol. 40(C), pages 1-8.
    5. Daniel Beverungen & Oliver Müller & Martin Matzner & Jan Mendling & Jan Brocke, 2019. "Conceptualizing smart service systems," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(1), pages 7-18, March.
    6. Rotondi, Valentina & Stanca, Luca & Tomasuolo, Miriam, 2017. "Connecting alone: Smartphone use, quality of social interactions and well-being," Journal of Economic Psychology, Elsevier, vol. 63(C), pages 17-26.
    7. Kannan, P.K. & Li, Hongshuang “Alice”, 2017. "Digital marketing: A framework, review and research agenda," International Journal of Research in Marketing, Elsevier, vol. 34(1), pages 22-45.
    8. Matthew J C Crump & John V McDonnell & Todd M Gureckis, 2013. "Evaluating Amazon's Mechanical Turk as a Tool for Experimental Behavioral Research," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-18, March.
    9. Harrigan, Paul & Evers, Uwana & Miles, Morgan P. & Daly, Tim, 2018. "Customer engagement and the relationship between involvement, engagement, self-brand connection and brand usage intent," Journal of Business Research, Elsevier, vol. 88(C), pages 388-396.
    10. Islam, Jamid Ul & Hollebeek, Linda D. & Rahman, Zillur & Khan, Imran & Rasool, Aaleya, 2019. "Customer engagement in the service context: An empirical investigation of the construct, its antecedents and consequences," Journal of Retailing and Consumer Services, Elsevier, vol. 50(C), pages 277-285.
    11. Oecd, 2013. "Electronic and Mobile Commerce," OECD Digital Economy Papers 228, OECD Publishing.
    12. Marikyan, Davit & Papagiannidis, Savvas & Alamanos, Eleftherios, 2019. "A systematic review of the smart home literature: A user perspective," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 139-154.
    13. Hollebeek, Linda D. & Glynn, Mark S. & Brodie, Roderick J., 2014. "Consumer Brand Engagement in Social Media: Conceptualization, Scale Development and Validation," Journal of Interactive Marketing, Elsevier, vol. 28(2), pages 149-165.
    14. Joseph K. Goodman & Gabriele Paolacci, 2017. "Crowdsourcing Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(1), pages 196-210.
    15. Anderson, Laurel & Ostrom, Amy L. & Corus, Canan & Fisk, Raymond P. & Gallan, Andrew S. & Giraldo, Mario & Mende, Martin & Mulder, Mark & Rayburn, Steven W. & Rosenbaum, Mark S. & Shirahada, Kunio & W, 2013. "Transformative service research: An agenda for the future," Journal of Business Research, Elsevier, vol. 66(8), pages 1203-1210.
    16. repec:cup:judgdm:v:5:y:2010:i:5:p:411-419 is not listed on IDEAS
    17. Naresh K. Malhotra & Sung S. Kim & Ashutosh Patil, 2006. "Common Method Variance in IS Research: A Comparison of Alternative Approaches and a Reanalysis of Past Research," Management Science, INFORMS, vol. 52(12), pages 1865-1883, December.
    18. Donna L Hoffman & Thomas P Novak & Eileen FischerEditor & Robert KozinetsAssociate Editor, 2018. "Consumer and Object Experience in the Internet of Things: An Assemblage Theory Approach," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(6), pages 1178-1204.
    19. Rijsdijk, S.A. & Hultink, E.J. & Diamantopoulos, A., 2007. "Product Intelligence: Its Conceptualization, Measurement and Impact on Consumer Satisfaction," ERIM Report Series Research in Management ERS-2007-006-ORG, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    20. Paolacci, Gabriele & Chandler, Jesse & Ipeirotis, Panagiotis G., 2010. "Running experiments on Amazon Mechanical Turk," Judgment and Decision Making, Cambridge University Press, vol. 5(5), pages 411-419, August.
    21. Anita Pansari & V. Kumar, 2017. "Customer engagement: the construct, antecedents, and consequences," Journal of the Academy of Marketing Science, Springer, vol. 45(3), pages 294-311, May.
    22. Sonja Dreyer & Daniel Olivotti & Benedikt Lebek & Michael H. Breitner, 2019. "Focusing the customer through smart services: a literature review," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(1), pages 55-78, March.
    23. Inès Chouk & Zied Mani, 2019. "Factors for and against resistance to smart services: role of consumer lifestyle and ecosystem related variables," Post-Print hal-03711784, HAL.
    24. Jenny Doorn & Janny Hoekstra, 2013. "Customization of online advertising: The role of intrusiveness," Marketing Letters, Springer, vol. 24(4), pages 339-351, December.
    25. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    26. Chiehyeon Lim & Paul P. Maglio, 2018. "Data-Driven Understanding of Smart Service Systems Through Text Mining," Service Science, INFORMS, vol. 10(2), pages 154-180, June.
    27. Papa, Armando & Mital, Monika & Pisano, Paola & Del Giudice, Manlio, 2020. "E-health and wellbeing monitoring using smart healthcare devices: An empirical investigation," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    28. Marcus Fischer & David Heim & Adrian Hofmann & Christian Janiesch & Christoph Klima & Axel Winkelmann, 2020. "A taxonomy and archetypes of smart services for smart living," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(1), pages 131-149, March.
    29. Roy, Sanjit Kumar & Shekhar, Vaibhav & Lassar, Walfried M. & Chen, Tom, 2018. "Customer engagement behaviors: The role of service convenience, fairness and quality," Journal of Retailing and Consumer Services, Elsevier, vol. 44(C), pages 293-304.
    30. van Heerde, Harald J. & Dinner, Isaac M. & Neslin, Scott A., 2019. "Engaging the unengaged customer: The value of a retailer mobile app," International Journal of Research in Marketing, Elsevier, vol. 36(3), pages 420-438.
    31. Roy, Sanjit Kumar & Balaji, M S & Sadeque, Saalem & Nguyen, Bang & Melewar, T C, 2017. "Constituents and consequences of smart customer experience in retailing," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 257-270.
    32. Zied Mani & Inès Chouk, 2018. "Consumer Resistance to Innovation in Services," Post-Print hal-03700875, HAL.
    33. Rutz, Oliver & Aravindakshan, Ashwin & Rubel, Olivier, 2019. "Measuring and forecasting mobile game app engagement," International Journal of Research in Marketing, Elsevier, vol. 36(2), pages 185-199.
    34. 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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