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Exploring the factors of using mobile ticketing applications: Perspectives from innovation resistance theory

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  • Chen, Chia-Chen
  • Chang, Chin-Hsuan
  • Hsiao, Kuo-Lun

Abstract

This passenger resistance to adopting innovative mobile services has been widely discussed and needs more examination. The present research model used the innovation resistance theory factors, including usage barriers, value barriers, risk barriers, tradition barriers, and image barriers, to verify the antecedents of mobile ticketing application usage. A mobile ticketing app includes making seat reservations, payment, ticket collection, and entry and boarding procedures. Additionally, the model considers the impact of technological anxiety, personal innovation characteristics, informativeness, and word of mouth to identify critical factors in determining resistance barriers and willingness to adopt. A questionnaire was distributed over the Internet, and responses were analyzed using statistical analysis software to test the proposed hypotheses. The analysis results found that the factors of Innovation Resistance Theory negatively affected intention to use the T-Express app. Among these, the tradition barrier is the first key factor. Moreover, the consumer and communication characteristics had significant effects on barrier factors. This research provides useful insights and suggestions for improving mobile ticketing app usage based on the findings.

Suggested Citation

  • Chen, Chia-Chen & Chang, Chin-Hsuan & Hsiao, Kuo-Lun, 2022. "Exploring the factors of using mobile ticketing applications: Perspectives from innovation resistance theory," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    • Handle: RePEc:eee:joreco:v:67:y:2022:i:c:s0969698922000674
    DOI: 10.1016/j.jretconser.2022.102974
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    1. Keng Siau & Ee-Peng Lim & Zixing Shen, 2001. "Mobile Commerce: Promises, Challenges and Research Agenda," Journal of Database Management (JDM), IGI Global, vol. 12(3), pages 4-13, July.
    2. 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.
    3. Sharma, Sujeet Kumar & Mangla, Sachin Kumar & Luthra, Sunil & Al-Salti, Zahran, 2018. "Mobile wallet inhibitors: Developing a comprehensive theory using an integrated model," Journal of Retailing and Consumer Services, Elsevier, vol. 45(C), pages 52-63.
    4. Zoran Kalinic & Veljko Marinkovic, 2016. "Determinants of users’ intention to adopt m-commerce: an empirical analysis," Information Systems and e-Business Management, Springer, vol. 14(2), pages 367-387, May.
    5. Han-Shen Chen & Bi-Kun Tsai & Chi-Ming Hsieh, 2018. "The Effects of Perceived Barriers on Innovation Resistance of Hydrogen-Electric Motorcycles," Sustainability, MDPI, vol. 10(6), pages 1-15, June.
    6. Seth, Himanshu & Talwar, Shalini & Bhatia, Anuj & Saxena, Akanksha & Dhir, Amandeep, 2020. "Consumer resistance and inertia of retail investors: Development of the resistance adoption inertia continuance (RAIC) framework," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    7. Kuisma, Tuire & Laukkanen, Tommi & Hiltunen, Mika, 2007. "Mapping the reasons for resistance to Internet banking: A means-end approach," International Journal of Information Management, Elsevier, vol. 27(2), pages 75-85.
    8. Meuter, Matthew L. & Ostrom, Amy L. & Bitner, Mary Jo & Roundtree, Robert, 2003. "The influence of technology anxiety on consumer use and experiences with self-service technologies," Journal of Business Research, Elsevier, vol. 56(11), pages 899-906, November.
    9. Kim, Junghwan & Kim, Seongcheol & Nam, Changi, 2016. "User resistance to acceptance of In-Vehicle Infotainment (IVI) systems," Telecommunications Policy, Elsevier, vol. 40(9), pages 919-930.
    10. Gupta, Anil & Arora, Neelika, 2017. "Understanding determinants and barriers of mobile shopping adoption using behavioral reasoning theory," Journal of Retailing and Consumer Services, Elsevier, vol. 36(C), pages 1-7.
    11. Tsai, Juin-Ming & Cheng, Min-Jhih & Tsai, Her-Her & Hung, Shiu-Wan & Chen, Ya-Ling, 2019. "Acceptance and resistance of telehealth: The perspective of dual-factor concepts in technology adoption," International Journal of Information Management, Elsevier, vol. 49(C), pages 34-44.
    12. Ko, Eunju & Hwang, Yoo Kyung & Kim, Eun Young, 2013. "Green marketing' functions in building corporate image in the retail setting," Journal of Business Research, Elsevier, vol. 66(10), pages 1709-1715.
    13. Sadiq, Mohd & Adil, Mohd & Paul, Justin, 2021. "An innovation resistance theory perspective on purchase of eco-friendly cosmetics," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    14. Kaur, Puneet & Dhir, Amandeep & Singh, Naveen & Sahu, Ganesh & Almotairi, Mohammad, 2020. "An innovation resistance theory perspective on mobile payment solutions," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
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