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Going Cashless? Elucidating Predictors for Mobile Payment Users’ Readiness and Intention to Adopt

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  • Vimala Balakrishnan
  • Chin Lay Gan

Abstract

This study identifies the predictors for mobile payment readiness and intention to adopt among Malaysians. Data were collected using self-reporting questionnaires ( n  = 434) that were developed by partially adopting factors from the Unified Theory of Acceptance and Use of Technology 2 and Technology Readiness Index 2.0 and extended using constructs from existing literature. An Exploratory Factor Analysis was conducted, followed by Confirmatory Factor Analysis. Structured equation modeling revealed Perceived Effort and Usefulness, Optimism, Intrinsic Motivation and Lack of Awareness to significantly predict users’ readiness to go cashless ( R 2  = 89.7%; predictive relevance = 88%). Perceived Effort and Usefulness, Intrinsic Motivation, and Perceived Risk significantly predicted intention to adopt mobile payment ( R 2  = 23.9%; predictive relevance = 19.3%). Findings revealed significant predictors that affect mobile payment intention to adopt and users’ readiness, therefore provide useful insights to government agencies, policy makers and financial institutions to understand the current landscape of mobile payment adoption in the country, and subsequently help in the formulation of appropriate strategies to improve the uptake of mobile payments.

Suggested Citation

  • Vimala Balakrishnan & Chin Lay Gan, 2023. "Going Cashless? Elucidating Predictors for Mobile Payment Users’ Readiness and Intention to Adopt," SAGE Open, , vol. 13(4), pages 21582440231, December.
    • Handle: RePEc:sae:sagope:v:13:y:2023:i:4:p:21582440231215111
    DOI: 10.1177/21582440231215111
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    1. Merhi, Mohamed & Hone, Kate & Tarhini, Ali, 2019. "A cross-cultural study of the intention to use mobile banking between Lebanese and British consumers: Extending UTAUT2 with security, privacy and trust," Technology in Society, Elsevier, vol. 59(C).
    2. 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.
    3. Ekaterina Semerikova, 2019. "Payment instruments choice of Russian consumers: reasons and pain points," Journal of Enterprising Communities: People and Places in the Global Economy, Emerald Group Publishing Limited, vol. 14(1), pages 22-41, November.
    4. Amita Goyal Chin & Mark A. Harris & Robert Brookshire, 2022. "An Empirical Investigation of Intent to Adopt Mobile Payment Systems Using a Trust-based Extended Valence Framework," Information Systems Frontiers, Springer, vol. 24(1), pages 329-347, February.
    5. Senyo, PK & Osabutey, Ellis L.C., 2020. "Unearthing antecedents to financial inclusion through FinTech innovations," Technovation, Elsevier, vol. 98(C).
    6. Liébana-Cabanillas, F. & Lara-Rubio, J., 2017. "Predictive and explanatory modeling regarding adoption of mobile payment systems," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 32-40.
    7. Marvello Yang & Abdullah Al Mamun & Muhammad Mohiuddin & Noorshella Che Nawi & Noor Raihani Zainol, 2021. "Cashless Transactions: A Study on Intention and Adoption of e-Wallets," Sustainability, MDPI, vol. 13(2), pages 1-18, January.
    8. Pham, Thanh-Thao T. & Ho, Jonathan C., 2015. "The effects of product-related, personal-related factors and attractiveness of alternatives on consumer adoption of NFC-based mobile payments," Technology in Society, Elsevier, vol. 43(C), pages 159-172.
    9. Shaw, Norman & Sergueeva, Ksenia, 2019. "The non-monetary benefits of mobile commerce: Extending UTAUT2 with perceived value," International Journal of Information Management, Elsevier, vol. 45(C), pages 44-55.
    10. 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.
    11. Anu Sahi & Rishi Manrai, 2023. "Mobile payment adoption by citizens of tier-II cities with special reference to COVID-19: extending UTAUT with intrinsic motivation and perceived credibility," International Journal of Business Information Systems, Inderscience Enterprises Ltd, vol. 42(3/4), pages 458-477.
    12. Lian, Jiunn-Woei & Li, Ji, 2021. "The dimensions of trust:An investigation of mobile payment services in Taiwan," Technology in Society, Elsevier, vol. 67(C).
    13. Julia Koch & Britta Frommeyer & Gerhard Schewe, 2020. "Online Shopping Motives during the COVID-19 Pandemic—Lessons from the Crisis," Sustainability, MDPI, vol. 12(24), pages 1-20, December.
    14. Yongrok Choi & Lili Sun, 2016. "Reuse Intention of Third-Party Online Payments: A Focus on the Sustainable Factors of Alipay," Sustainability, MDPI, vol. 8(2), pages 1-15, February.
    15. 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.
    16. Singh, Nidhi & Sinha, Neena & Liébana-Cabanillas, Francisco J., 2020. "Determining factors in the adoption and recommendation of mobile wallet services in India: Analysis of the effect of innovativeness, stress to use and social influence," International Journal of Information Management, Elsevier, vol. 50(C), pages 191-205.
    17. Wasiu Adebayo Lamidi & Johnson Kolawole Olowookere & Ram Al Jaffri Saad & Aidi Ahmi, 2023. "An assessment of the factors influencing adoption of e-filing system in Nigeria," International Journal of Business Information Systems, Inderscience Enterprises Ltd, vol. 42(1), pages 1-22.
    18. Leung, Louis & Chen, Cheng, 2019. "E-health/m-health adoption and lifestyle improvements: Exploring the roles of technology readiness, the expectation-confirmation model, and health-related information activities," Telecommunications Policy, Elsevier, vol. 43(6), pages 563-575.
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    Keywords

    mobile payment; readiness; intention to adopt; UTAUT2; TRI 2.0;
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