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Use and behavioural intention using digital payment systems among rural residents: Extending the UTAUT-2 model

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  • Azman Ong, Mohd Hanafi
  • Yusri, Muhammad Yassar
  • Ibrahim, Nur Syafikah

Abstract

Globally, digital payments and their applications have prospered. However, few researchers have sought to look at users’ adoption behaviour of digital payments, especially among rural residents. Additionally, a majority of the researchers employed a single theoretical framework nation to investigate this behaviour. Considering these two issues as a research gap, this study uses the UTAUT-2 framework to analyze the key factors that contribute to a behavioural intention to use digital payment systems among the rural residents, extended with perceived security and epistemic value as other influencing factors. This study employed a cross-sectional design with survey research as its research approach. The proposed conceptual model was tested using partial least squares-structural equation modeling (PLS-SEM) analysis on 402 samples with no issues of non-response bias (NRB) and common method bias (CMB). The results indicated that the UTAUT-2 constructs and its extended constructs were positively significantly influencing the behavioural intention with 79.7% of variance explained, where social influence, effort expectancy and epistemic value are the top three constructs that influence the behavioural intention. The outcomes would also be advantageous to the relevant stakeholders in developing and designing strategies to effectively encourage more individuals to adopt digital payment systems, especially among the rural residents.

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  • Azman Ong, Mohd Hanafi & Yusri, Muhammad Yassar & Ibrahim, Nur Syafikah, 2023. "Use and behavioural intention using digital payment systems among rural residents: Extending the UTAUT-2 model," Technology in Society, Elsevier, vol. 74(C).
    • Handle: RePEc:eee:teinso:v:74:y:2023:i:c:s0160791x23001100
    DOI: 10.1016/j.techsoc.2023.102305
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    References listed on IDEAS

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    1. Balakrishnan, Vimala & Shuib, Nor Liyana Mohd, 2021. "Drivers and inhibitors for digital payment adoption using the Cashless Society Readiness-Adoption model in Malaysia," Technology in Society, Elsevier, vol. 65(C).
    2. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    3. Arpan Kumar Kar, 2021. "What Affects Usage Satisfaction in Mobile Payments? Modelling User Generated Content to Develop the “Digital Service Usage Satisfaction Model”," Information Systems Frontiers, Springer, vol. 23(5), pages 1341-1361, September.
    4. Jörg Henseler, 2010. "On the convergence of the partial least squares path modeling algorithm," Computational Statistics, Springer, vol. 25(1), pages 107-120, March.
    5. 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.
    6. 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.
    7. Aurazo, Jose & Vega, Milton, 2021. "Why people use digital payments: Evidence from micro data in Peru," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 2(4).
    8. Carlson, Jamie & Rahman, Mohammad M. & Taylor, Alexander & Voola, Ranjit, 2019. "Feel the VIBE: Examining value-in-the-brand-page-experience and its impact on satisfaction and customer engagement behaviours in mobile social media," Journal of Retailing and Consumer Services, Elsevier, vol. 46(C), pages 149-162.
    9. Alba García-Milon & Cristina Olarte-Pascual & Emma Juaneda-Ayensa & Jorge Pelegrín-Borondo, 2021. "Tourist purchases in a destination: what leads them to seek information from digital sources?," European Journal of Management and Business Economics, Emerald Group Publishing Limited, vol. 30(2), pages 243-260, May.
    10. Balapour, Ali & Nikkhah, Hamid Reza & Sabherwal, Rajiv, 2020. "Mobile application security: Role of perceived privacy as the predictor of security perceptions," International Journal of Information Management, Elsevier, vol. 52(C).
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    1. Vimala Balakrishnan & Meesha Lini Eesan, 2024. "Enablers and disablers for contactless payment acceptance among Malaysian adults," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-12, December.

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