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Developing and validating a technology upgrade model

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  • Wang, Yu-Yin
  • Wang, Yi-Shun
  • Lin, Tung-Ching

Abstract

While prior research has recognized users’ upgrading behavior as a key to successful tech-innovation adoption, few studies have investigated the determinants of the behavioral intention to upgrade. The current paper bridges this gap through an exploration of upgrade intentions that incorporates the status quo bias (SQB) theory with Warshaw’s purchase intention model (PIM). Data collected from 213 system users was analyzed using partial least squares (PLS). The results show that perceived need (positively) and inertia (negatively) influenced users’ behavioral intentions to upgrade to a new generation system. The indirect effects of inertia mediated the impact of incumbent system habit, procedural switching costs, and benefit loss costs on the behavioral intention to upgrade. In addition, perceived need mediated the impacts of procedural switching costs, benefit loss costs, and social norms on the behavioral intention to upgrade. Finally, inertia significantly weakened the positive relationship between perceived need and behavioral intention to upgrade. Based on these findings, this study proposed a theoretical framework of a technology upgrade model (TUM) and provided valuable information to both academics and practitioners that is highly pertinent to understanding IT upgrading behaviors.

Suggested Citation

  • Wang, Yu-Yin & Wang, Yi-Shun & Lin, Tung-Ching, 2018. "Developing and validating a technology upgrade model," International Journal of Information Management, Elsevier, vol. 38(1), pages 7-26.
    • Handle: RePEc:eee:ininma:v:38:y:2018:i:1:p:7-26
    DOI: 10.1016/j.ijinfomgt.2017.07.003
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    as
    1. Kapil Bawa, 1990. "Modeling Inertia and Variety Seeking Tendencies in Brand Choice Behavior," Marketing Science, INFORMS, vol. 9(3), pages 263-278.
    2. Kyle B. Murray & Gerald Hubl, 2007. "Explaining Cognitive Lock-In: The Role of Skill-Based Habits of Use in Consumer Choice," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 34(1), pages 77-88, March.
    3. Paul Klemperer, 1995. "Competition when Consumers have Switching Costs: An Overview with Applications to Industrial Organization, Macroeconomics, and International Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 515-539.
    4. Ritu Agarwal & Jayesh Prasad, 1998. "A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology," Information Systems Research, INFORMS, vol. 9(2), pages 204-215, June.
    5. Jiann‐Chyuan Wang & Kuen‐Hung Tsai, 2002. "Factors in Taiwanese Firms' Decisions to Adopt Electronic Commerce: An Empirical Study," The World Economy, Wiley Blackwell, vol. 25(8), pages 1145-1167, August.
    6. Woisetschläger, David M. & Lentz, Patrick & Evanschitzky, Heiner, 2011. "How habits, social ties, and economic switching barriers affect customer loyalty in contractual service settings," Journal of Business Research, Elsevier, vol. 64(8), pages 800-808, August.
    7. Diane Lending & Detmar W. Straub, 1997. "Impacts of an Integrated Information Center on faculty end‐users: A qualitative assessment," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 48(5), pages 466-471, May.
    8. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    9. Zeelenberg, M. & Pieters, R., 2004. "Beyond valence in customer dissatisfaction : A review and new findings on behavioral responses to regret and disappointment in failed services," Other publications TiSEM 7bfb4aa9-cba7-4786-850d-1, Tilburg University, School of Economics and Management.
    10. Kim, Moshe & Kliger, Doron & Vale, Bent, 2003. "Estimating switching costs: the case of banking," Journal of Financial Intermediation, Elsevier, vol. 12(1), pages 25-56, January.
    11. Fred D. Davis & Richard P. Bagozzi & Paul R. Warshaw, 1989. "User Acceptance of Computer Technology: A Comparison of Two Theoretical Models," Management Science, INFORMS, vol. 35(8), pages 982-1003, August.
    12. William Barnes & Myles Gartland & Martin Stack, 2004. "Old Habits Die Hard:Path Dependency and Behavioral Lock-in," Journal of Economic Issues, Taylor & Francis Journals, vol. 38(2), pages 371-377, June.
    13. Shugan, Steven M, 1980. "The Cost of Thinking," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 7(2), pages 99-111, Se.
    14. Alalwan, Ali Abdallah & Dwivedi, Yogesh K. & Rana, Nripendra P., 2017. "Factors influencing adoption of mobile banking by Jordanian bank customers: Extending UTAUT2 with trust," International Journal of Information Management, Elsevier, vol. 37(3), pages 99-110.
    15. Tenenhaus, Michel & Vinzi, Vincenzo Esposito & Chatelin, Yves-Marie & Lauro, Carlo, 2005. "PLS path modeling," Computational Statistics & Data Analysis, Elsevier, vol. 48(1), pages 159-205, January.
    16. Lai, Jung-Yu & Wang, Juite, 2015. "Switching attitudes of Taiwanese middle-aged and elderly patients toward cloud healthcare services: An exploratory study," Technological Forecasting and Social Change, Elsevier, vol. 92(C), pages 155-167.
    17. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    18. 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.
    19. Jones, Michael A. & Mothersbaugh, David L. & Beatty, Sharon E., 2002. "Why customers stay: measuring the underlying dimensions of services switching costs and managing their differential strategic outcomes," Journal of Business Research, Elsevier, vol. 55(6), pages 441-450, June.
    20. Teng, Weichen & Lu, Hsi-Peng & Yu, Hueiju, 0. "Exploring the mass adoption of third-generation (3G) mobile phones in Taiwan," Telecommunications Policy, Elsevier, vol. 33(10-11), pages 628-641, November.
    21. Dorothy Leonard-Barton & Isabelle Deschamps, 1988. "Managerial Influence in the Implementation of New Technology," Management Science, INFORMS, vol. 34(10), pages 1252-1265, October.
    22. Tseng, Fang-Mei & Lo, Hui-Yi, 2011. "Antecedents of consumers' intentions to upgrade their mobile phones," Telecommunications Policy, Elsevier, vol. 35(1), pages 74-86, February.
    23. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    24. Samuelson, William & Zeckhauser, Richard, 1988. "Status Quo Bias in Decision Making," Journal of Risk and Uncertainty, Springer, vol. 1(1), pages 7-59, March.
    25. Bangaly Kaba & Bakary Touré, 2014. "Understanding information and communication technology behavioral intention to use: Applying the UTAUT model to social networking site adoption by young people in a least developed country," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 65(8), pages 1662-1674, August.
    26. Davies, Stephen W., 1979. "Inter-firm diffusion of process innovations," European Economic Review, Elsevier, vol. 12(4), pages 299-317, October.
    27. Chang, Yu-Hern & Chen, Fang-Yuan, 2007. "Relational benefits, switching barriers and loyalty: A study of airline customers in Taiwan," Journal of Air Transport Management, Elsevier, vol. 13(2), pages 104-109.
    28. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    29. Huh, Young Eun & Kim, Sang-Hoon, 2008. "Do early adopters upgrade early? Role of post-adoption behavior in the purchase of next-generation products," Journal of Business Research, Elsevier, vol. 61(1), pages 40-46, January.
    30. Liao, Chechen & Palvia, Prashant & Chen, Jain-Liang, 2009. "Information technology adoption behavior life cycle: Toward a Technology Continuance Theory (TCT)," International Journal of Information Management, Elsevier, vol. 29(4), pages 309-320.
    31. Brett Inder & Terry O'Brien, 2003. "The Endowment Effect and the Role of Uncertainty," Bulletin of Economic Research, Wiley Blackwell, vol. 55(3), pages 289-301, July.
    32. Nilesh Saraf & Christoph Schlueter Langdon & Sanjay Gosain, 2007. "IS Application Capabilities and Relational Value in Interfirm Partnerships," Information Systems Research, INFORMS, vol. 18(3), pages 320-339, September.
    33. Aoyama, Yuko & Izushi, Hiro, 2003. "Hardware gimmick or cultural innovation? Technological, cultural, and social foundations of the Japanese video game industry," Research Policy, Elsevier, vol. 32(3), pages 423-444, March.
    34. Bagozzi, Richard P & Baumgartner, Hans & Yi, Youjae, 1992. "State versus Action Orientation and the Theory of Reasoned Action: An Application to Coupon Usage," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 18(4), pages 505-518, March.
    35. Zeelenberg, Marcel & Pieters, Rik, 2004. "Beyond valence in customer dissatisfaction: A review and new findings on behavioral responses to regret and disappointment in failed services," Journal of Business Research, Elsevier, vol. 57(4), pages 445-455, April.
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