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Enhancing customer value co-creation and stickiness in social commerce: integrating PLS-SEM and NCA for deeper insights into customer-to-customer dynamics

Author

Listed:
  • Ying Zhou

    (Guangdong Ocean University)

  • Sameer Kumar

    (University of Malaya)

  • Fumitaka Furuoka

    (University of Malaya)

Abstract

Social commerce(s-commerce), which emphasizes the predominance of customers, has become an important tool of company social marketing and provides new challenges to businesses in attracting customers. Based on customer-dominant logic theory, this study presents a model of the impact of electronic customer-to-customer interaction(eCCI) on customer stickiness with the mediation effect of customer value co-creation dimensions, specifically functional value and hedonic value in the s-commerce context and self-efficacy as a moderator in light of customer-dominant logic. This study adopted a survey method and obtained data from users in two s-commerce sites in China. The statistical technique of partial least squares structural equation modeling (PLS-SEM) and the analytical process of necessary condition analysis (NCA) were employed to analyze the data. The PLS-SEM results indicate that eCCI influences customer value co-creation, which in turn affects the consumer stickiness of s-commerce sites.The moderated mediation results showed that self-efficacy moderated the relationship between eCCI and customer stickiness.The NCA results identified the eCCI is meaningful and significant necessary conditions for fostering customer value co-creation and customer stickiness. The combined findings demonstrated to researchers and practitioners how to identify the critical factor that influence customer value co-creation and customer stickiness. The study provides novel insights into the mechanism underlying why consumers “stick” to s-commerce websites. Furthermore, the moderated mediation model extended customer-dominant logic and demonstrated the moderating influence of self-efficacy. The theoretical and practical implications of these findings are discussed.

Suggested Citation

  • Ying Zhou & Sameer Kumar & Fumitaka Furuoka, 2024. "Enhancing customer value co-creation and stickiness in social commerce: integrating PLS-SEM and NCA for deeper insights into customer-to-customer dynamics," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
  • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-023-02586-x
    DOI: 10.1057/s41599-023-02586-x
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    as
    1. Thakur, Rakhi, 2018. "Customer engagement and online reviews," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 48-59.
    2. Kim, Sanghyun & Park, Hyunsun, 2013. "Effects of various characteristics of social commerce (s-commerce) on consumers’ trust and trust performance," International Journal of Information Management, Elsevier, vol. 33(2), pages 318-332.
    3. repec:dau:papers:123456789/11316 is not listed on IDEAS
    4. Eigenraam, Anniek W. & Eelen, Jiska & van Lin, Arjen & Verlegh, Peeter W.J., 2018. "A Consumer-based Taxonomy of Digital Customer Engagement Practices," Journal of Interactive Marketing, Elsevier, vol. 44(C), pages 102-121.
    5. 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.
    6. Kaya, Bahar & Abubakar, A. Mohammed & Behravesh, Elaheh & Yildiz, Harun & Mert, Ibrahim Sani, 2020. "Antecedents of innovative performance: Findings from PLS-SEM and fuzzy sets (fsQCA)," Journal of Business Research, Elsevier, vol. 114(C), pages 278-289.
    7. An, Myoung-a & Han, Sang-Lin, 2020. "Effects of experiential motivation and customer engagement on customer value creation: Analysis of psychological process in the experience-based retail environment," Journal of Business Research, Elsevier, vol. 120(C), pages 389-397.
    8. Kareem M. Selem & Muhammad Haroon Shoukat & Syed Asim Shah & Marianny Jessica Brito Silva, 2023. "The dual effect of digital communication reinforcement drivers on purchase intention in the social commerce environment," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    9. Kuo, Ying-Feng & Feng, Lien-Hui, 2013. "Relationships among community interaction characteristics, perceived benefits, community commitment, and oppositional brand loyalty in online brand communities," International Journal of Information Management, Elsevier, vol. 33(6), pages 948-962.
    10. Johnson, Guillaume D. & Grier, Sonya A., 2013. "Understanding the influence of cross-cultural Consumer-to-Consumer Interaction on consumer service satisfaction," Journal of Business Research, Elsevier, vol. 66(3), pages 306-313.
    11. Fan, Daisy X.F. & Hsu, Cathy H.C. & Lin, Bingna, 2020. "Tourists’ experiential value co-creation through online social contacts: Customer-dominant logic perspective," Journal of Business Research, Elsevier, vol. 108(C), pages 163-173.
    12. Tao Zhou & Yaobin Lu & Bin Wang, 2016. "Examining online consumers’ initial trust building from an elaboration likelihood model perspective," Information Systems Frontiers, Springer, vol. 18(2), pages 265-275, April.
    13. Zhang, Mingli & Guo, Lingyun & Hu, Mu & Liu, Wenhua, 2017. "Influence of customer engagement with company social networks on stickiness: Mediating effect of customer value creation," International Journal of Information Management, Elsevier, vol. 37(3), pages 229-240.
    14. Liying He & Kamisah Ismail, 2023. "Do staff capacity and performance-based budgeting improve organisational performance? Empirical evidence from Chinese public universities," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-16, December.
    15. Wang, Yi-Shun & Yeh, Ching-Hsuan & Liao, Yi-Wen, 2013. "What drives purchase intention in the context of online content services? The moderating role of ethical self-efficacy for online piracy," International Journal of Information Management, Elsevier, vol. 33(1), pages 199-208.
    16. Kang, Kai & Lu, Jinxuan & Guo, Lingyun & Li, Wenlu, 2021. "The dynamic effect of interactivity on customer engagement behavior through tie strength: Evidence from live streaming commerce platforms," International Journal of Information Management, Elsevier, vol. 56(C).
    17. Alden, Dana L. & Kelley, James B. & Youn, James B. & Chen, Qimei, 2016. "Understanding consumer motivations to interact on brand websites in the international marketplace: Evidence from the U.S., China, and South Korea," Journal of Business Research, Elsevier, vol. 69(12), pages 5909-5916.
    18. Ross Curran & Babak Taheri, 2021. "Enhancing volunteer experiences: using communitas to improve engagement and commitment," The Service Industries Journal, Taylor & Francis Journals, vol. 41(15-16), pages 1053-1075, December.
    19. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    20. Yalan Yan & Robert M. Davison, 2013. "Exploring behavioral transfer from knowledge seeking to knowledge contributing: The mediating role of intrinsic motivation," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 64(6), pages 1144-1157, June.
    21. Yalan Yan & Robert M. Davison, 2013. "Exploring behavioral transfer from knowledge seeking to knowledge contributing: The mediating role of intrinsic motivation," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 64(6), pages 1144-1157, June.
    22. Mohamed Khalifa & Moez Limayem & Vanessa Liu, 2002. "Online Customer Stickiness: A Longitudinal Study," Journal of Global Information Management (JGIM), IGI Global, vol. 10(3), pages 1-14, July.
    23. Morgan-Thomas, Anna & Veloutsou, Cleopatra, 2013. "Beyond technology acceptance: Brand relationships and online brand experience," Journal of Business Research, Elsevier, vol. 66(1), pages 21-27.
    24. Zott, Christoph & Amit, Raphael & Donlevy, Jon, 2000. "Strategies for value creation in e-commerce:: best practice in Europe," European Management Journal, Elsevier, vol. 18(5), pages 463-475, October.
    25. Khalilzadeh, Jalayer & Tasci, Asli D.A., 2017. "Large sample size, significance level, and the effect size: Solutions to perils of using big data for academic research," Tourism Management, Elsevier, vol. 62(C), pages 89-96.
    26. Guillaume D. Johnson & Sonya A. Grier, 2013. "Understanding the influence of cross-cultural Consumer-to-Consumer Interaction on consumer service satisfaction," Post-Print hal-01655302, HAL.
    27. Li, Dongmei & Han, Xiaoyun, 2021. "Assessing the influence of goal pursuit and emotional attachment on customer engagement behaviors," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    28. Chung-Ming Chuang, 2023. "The conceptualization of smart tourism service platforms on tourist value co-creation behaviours: an integrative perspective of smart tourism services," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-16, December.
    29. 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).
    30. Gremler, Dwayne D. & Gwinner, Kevin P., 2008. "Rapport-Building Behaviors Used by Retail Employees," Journal of Retailing, Elsevier, vol. 84(3), pages 308-324.
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