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Exploring the influential factors of continuance intention to use mobile Apps: Extending the expectation confirmation model

Author

Listed:
  • Carlos Tam

    (NOVA Information Management School (NOVA IMS))

  • Diogo Santos

    (NOVA Information Management School (NOVA IMS))

  • Tiago Oliveira

    (NOVA Information Management School (NOVA IMS))

Abstract

The use of mobile applications (apps) has been growing in the world of technology, a phenomenon related to the increasing number of smartphone users. Even though the mobile apps market is huge, few studies have been made on what makes individuals continue to use a mobile app or stop using it. This study aims to uncover the factors that underlie the continuance intention to use mobile apps, addressing two theoretical models: Expectation confirmation model (ECM) and the extended unified theory of acceptance and use of technology (UTAUT2). A total of 304 questionnaires were collected by survey to test the theoretical framework proposal, using structural equation modelling (SEM). Our findings indicate that the most important drivers of continuance intention of mobile apps are satisfaction, habit, performance expectancy, and effort expectancy.

Suggested Citation

  • Carlos Tam & Diogo Santos & Tiago Oliveira, 2020. "Exploring the influential factors of continuance intention to use mobile Apps: Extending the expectation confirmation model," Information Systems Frontiers, Springer, vol. 22(1), pages 243-257, February.
  • Handle: RePEc:spr:infosf:v:22:y:2020:i:1:d:10.1007_s10796-018-9864-5
    DOI: 10.1007/s10796-018-9864-5
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    1. Efosa Carroll Idemudia & Mahesh S. Raisinghani & Olusola Samuel-Ojo, 0. "The contributing factors of continuance usage of social media: An empirical analysis," Information Systems Frontiers, Springer, vol. 0, pages 1-14.
    2. Marya Wani & Vishnupriya Raghavan & Dolphy Abraham & Virginia Kleist, 2017. "Beyond utilitarian factors: User experience and travel company website successes," Information Systems Frontiers, Springer, vol. 19(4), pages 769-785, August.
    3. Venkatesh, Viswanath & Morris, Michael G. & Ackerman, Phillip L., 2000. "A Longitudinal Field Investigation of Gender Differences in Individual Technology Adoption Decision-Making Processes," Organizational Behavior and Human Decision Processes, Elsevier, vol. 83(1), pages 33-60, September.
    4. Daejoong Kim & Heasun Chun & Hyunjoo Lee, 2014. "Determining the factors that influence college students' adoption of smartphones," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 65(3), pages 578-588, March.
    5. Ajao Qasim & Emad Abu-Shanab, 2016. "Drivers of mobile payment acceptance: The impact of network externalities," Information Systems Frontiers, Springer, vol. 18(5), pages 1021-1034, October.
    6. Se-Joon Hong & James Y. L. Thong & Jae-Yun Moon & Kar-Yan Tam, 2008. "Understanding the behavior of mobile data services consumers," Information Systems Frontiers, Springer, vol. 10(4), pages 431-445, September.
    7. Bellman, Steven & Potter, Robert F. & Treleaven-Hassard, Shiree & Robinson, Jennifer A. & Varan, Duane, 2011. "The Effectiveness of Branded Mobile Phone Apps," Journal of Interactive Marketing, Elsevier, vol. 25(4), pages 191-200.
    8. Kim, Su Jung & Wang, Rebecca Jen-Hui & Malthouse, Edward C., 2015. "The Effects of Adopting and Using a Brand's Mobile Application on Customers' Subsequent Purchase Behavior," Journal of Interactive Marketing, Elsevier, vol. 31(C), pages 28-41.
    9. Sung S. Kim & Naresh K. Malhotra, 2005. "A Longitudinal Model of Continued IS Use: An Integrative View of Four Mechanisms Underlying Postadoption Phenomena," Management Science, INFORMS, vol. 51(5), pages 741-755, May.
    10. Nan Zhang & Xunhua Guo & Guoqing Chen, 2011. "Why adoption and use behavior of IT/IS cannot last?—two studies in China," Information Systems Frontiers, Springer, vol. 13(3), pages 381-395, July.
    11. Aaron X. L. Shen & Christy M. K. Cheung & Matthew K. O. Lee & Huaping Chen, 2011. "How social influence affects we-intention to use instant messaging: The moderating effect of usage experience," Information Systems Frontiers, Springer, vol. 13(2), pages 157-169, April.
    12. Wynne W. Chin & Barbara L. Marcolin & Peter R. Newsted, 2003. "A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic-Mail Emotion/Adoption Study," Information Systems Research, INFORMS, vol. 14(2), pages 189-217, June.
    13. Vinodh Krishnaraju & Saji K Mathew & Vijayan Sugumaran, 2016. "Web personalization for user acceptance of technology: An empirical investigation of E-government services," Information Systems Frontiers, Springer, vol. 18(3), pages 579-595, June.
    14. Marya Wani & Vishnupriya Raghavan & Dolphy Abraham & Virginia Kleist, 0. "Beyond utilitarian factors: User experience and travel company website successes," Information Systems Frontiers, Springer, vol. 0, pages 1-17.
    15. Remus, William, 1986. "Graduate students as surrogates for managers in experiments on business decision making," Journal of Business Research, Elsevier, vol. 14(1), pages 19-25, February.
    16. Kulviwat, Songpol & Bruner II, Gordon C. & Al-Shuridah, Obaid, 2009. "The role of social influence on adoption of high tech innovations: The moderating effect of public/private consumption," Journal of Business Research, Elsevier, vol. 62(7), pages 706-712, July.
    17. Ravi Seethamraju & Krishna Sundar Diatha & Shashank Garg, 2018. "Erratum to: Intention to Use a Mobile-Based Information Technology Solution for Tuberculosis Treatment Monitoring – Applying a UTAUT Model," Information Systems Frontiers, Springer, vol. 20(1), pages 183-183, February.
    18. Herbjørn Nysveen & Per Egil Pedersen, 2016. "Consumer adoption of RFID-enabled services. Applying an extended UTAUT model," Information Systems Frontiers, Springer, vol. 18(2), pages 293-314, April.
    19. Ravi Seethamraju & Krishna Sundar Diatha & Shashank Garg, 2018. "Intention to Use a Mobile-Based Information Technology Solution for Tuberculosis Treatment Monitoring – Applying a UTAUT Model," Information Systems Frontiers, Springer, vol. 20(1), pages 163-181, February.
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