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A consumer demands-resources model of engagement: Theoretical and managerial contributions from a cross-validated predictive ability test procedure

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  • Capeau, Fanny
  • Valette-Florence, Pierre
  • Cova, Véronique

Abstract

Despite the widespread economic and social interest in consumer engagement (CE) in do-it-yourself (DIY) or “making” activities, the construct remains underexplored in the literature. Integrating the theoretical frameworks of CE, the service-dominant logic, and conservation of resources theory, this study uses a mixed-methods approach to identify the resources that best predict CE in making activities. We conduct an exploratory qualitative study through 26 semi-structured interviews with consumers and professionals to refine our hypotheses. We then use a quantitative approach (N = 210) based on the latest advances in partial least squares structural equation modeling (PLS-SEM) to determine predictive validity. It thus offers an empirical application of the latest guidelines in this field. In particular, the study applies the new cross-validated predictive ability test (CVPAT) to test and compare several models. Combined with an importance-performance map analysis (IPMA), the CVPAT approach helps identify operational levers for decision-makers in the maker ecosystem.

Suggested Citation

  • Capeau, Fanny & Valette-Florence, Pierre & Cova, Véronique, 2024. "A consumer demands-resources model of engagement: Theoretical and managerial contributions from a cross-validated predictive ability test procedure," Journal of Business Research, Elsevier, vol. 177(C).
  • Handle: RePEc:eee:jbrese:v:177:y:2024:i:c:s0148296324001231
    DOI: 10.1016/j.jbusres.2024.114619
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    1. Vargo, Stephen L. & Lusch, Robert F., 2017. "Service-dominant logic 2025," International Journal of Research in Marketing, Elsevier, vol. 34(1), pages 46-67.
    2. Jean-Pierre Neveu & Stevan E. Hobfoll & Jonathon Halbesleben & M Westman, 2018. "Conservation of resources in the organizational context : the reality of resources and their consequences," Post-Print hal-02472360, HAL.
    3. Jarvis, Cheryl Burke & MacKenzie, Scott B & Podsakoff, Philip M, 2003. "A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 199-218, September.
    4. Alba, Joseph W & Hutchinson, J Wesley, 1987. "Dimensions of Consumer Expertise," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 13(4), pages 411-454, March.
    5. Behnam, Mohsen & Hollebeek, Linda D. & Clark, Moira K. & Farabi, Reza, 2021. "Exploring customer engagement in the product vs. service context," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    6. Stephen L. Vargo & Robert F. Lusch, 2016. "Institutions and axioms: an extension and update of service-dominant logic," Journal of the Academy of Marketing Science, Springer, vol. 44(1), pages 5-23, January.
    7. Jan-Michael Becker & Christian Ringle & Marko Sarstedt & Franziska Völckner, 2015. "How collinearity affects mixture regression results," Marketing Letters, Springer, vol. 26(4), pages 643-659, December.
    8. Linda D. Hollebeek & Rajendra K. Srivastava & Tom Chen, 2019. "S-D logic–informed customer engagement: integrative framework, revised fundamental propositions, and application to CRM," Journal of the Academy of Marketing Science, Springer, vol. 47(1), pages 161-185, January.
    9. Chen, Hao & Richard, Orlando C. & Dorian Boncoeur, O. & Ford, David L., 2020. "Work engagement, emotional exhaustion, and counterproductive work behavior," Journal of Business Research, Elsevier, vol. 114(C), pages 30-41.
    10. Jonathon Halbesleben & Jean-Pierre Neveu & Samantha Paustian-Underdahl & Mina Westman, 2014. "Getting to the “COR”: Understanding the Role of Resources in Conservation of Resources Theory," Post-Print hal-02049109, HAL.
    11. Calder, Bobby J. & Malthouse, Edward C. & Schaedel, Ute, 2009. "An Experimental Study of the Relationship between Online Engagement and Advertising Effectiveness," Journal of Interactive Marketing, Elsevier, vol. 23(4), pages 321-331.
    12. Morgan-Thomas, Anna & Dessart, Laurence & Veloutsou, Cleopatra, 2020. "Digital ecosystem and consumer engagement: A socio-technical perspective," Journal of Business Research, Elsevier, vol. 121(C), pages 713-723.
    13. MacKenzie, Scott B. & Podsakoff, Philip M., 2012. "Common Method Bias in Marketing: Causes, Mechanisms, and Procedural Remedies," Journal of Retailing, Elsevier, vol. 88(4), pages 542-555.
    14. Lim, Weng Marc & Rasul, Tareq & Kumar, Satish & Ala, Mamun, 2022. "Past, present, and future of customer engagement," Journal of Business Research, Elsevier, vol. 140(C), pages 439-458.
    15. Ratchford, Brian T, 2001. "The Economics of Consumer Knowledge," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(4), pages 397-411, March.
    16. Risto Moisio & Eric J. Arnould & James W. Gentry, 2013. "Productive Consumption in the Class-Mediated Construction of Domestic Masculinity: Do-It-Yourself (DIY) Home Improvement in Men's Identity Work," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 40(2), pages 298-316.
    17. David Newman & Louis Tay & Ed Diener, 2014. "Leisure and Subjective Well-Being: A Model of Psychological Mechanisms as Mediating Factors," Journal of Happiness Studies, Springer, vol. 15(3), pages 555-578, June.
    18. Taillard, Marie & Peters, Linda D. & Pels, Jaqueline & Mele, Cristina, 2016. "The role of shared intentions in the emergence of service ecosystems," Journal of Business Research, Elsevier, vol. 69(8), pages 2972-2980.
    19. Sarstedt, Marko & Hair, Joseph F. & Cheah, Jun-Hwa & Becker, Jan-Michael & Ringle, Christian M., 2019. "How to specify, estimate, and validate higher-order constructs in PLS-SEM," Australasian marketing journal, Elsevier, vol. 27(3), pages 197-211.
    20. 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.
    21. Matthew Alexander & Elina Jaakkola & Linda Hollebeek, 2018. "Zooming out: actor engagement beyond the dyadic," Post-Print hal-02008939, HAL.
    22. 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.
    23. Danks, Nicholas P. & Sharma, Pratyush N. & Sarstedt, Marko, 2020. "Model selection uncertainty and multimodel inference in partial least squares structural equation modeling (PLS-SEM)," Journal of Business Research, Elsevier, vol. 113(C), pages 13-24.
    24. Sandor Czellar & D. Sprott & E. Spangenberg, 2009. "The Importance of a General Measure of Brand Engagement on Market Behavior: Development and Validation of a Scale," Post-Print hal-00458392, HAL.
    25. Suurmeijer, Theo P. B. M. & Doeglas, Dirk M. & Briançon, Serge & Krijnen, Wim P. & Krol, Boudien & Sanderman, Robbert & Moum, Torbjørn & Bjelle, Anders & Van Den Heuvel, Wim J. A., 1995. "The measurement of social support in the 'European research on incapacitating diseases and social support': The development of the Social Support Questionnaire for Transactions (SSQT)," Social Science & Medicine, Elsevier, vol. 40(9), pages 1221-1229, May.
    26. Shmueli, Galit & Ray, Soumya & Velasquez Estrada, Juan Manuel & Chatla, Suneel Babu, 2016. "The elephant in the room: Predictive performance of PLS models," Journal of Business Research, Elsevier, vol. 69(10), pages 4552-4564.
    27. Jeanne Lallement & Andréa Gourmelen, 2018. "The time of consumers: A review of researches and perspectives," Post-Print hal-01904343, HAL.
    28. Bernard Cova & Veronique Cova, 2002. "Tribal marketing: The tribalisation of society and its impact on the conduct of marketing," Post-Print hal-01822665, HAL.
    29. Schouten, John W & McAlexander, James H, 1995. "Subcultures of Consumptions: An Ethnography of the New Bikers," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 22(1), pages 43-61, June.
    30. Streukens, Sandra & Leroi-Werelds, Sara, 2016. "Bootstrapping and PLS-SEM: A step-by-step guide to get more out of your bootstrap results," European Management Journal, Elsevier, vol. 34(6), pages 618-632.
    31. 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.
    32. Mollen, Anne & Wilson, Hugh, 2010. "Engagement, telepresence and interactivity in online consumer experience: Reconciling scholastic and managerial perspectives," Journal of Business Research, Elsevier, vol. 63(9-10), pages 919-925, September.
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