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methods, including QR code payments, e-wallets, and digital banking services (Tan & Tran,
                  2025).
                        Despite these favorable infrastructural and policy conditions, the level of adoption
                  and usage of digital payments among consumers remains uneven. Barriers such as
                  concerns over security and privacy, perceived technological risks, and the persistence of
                  cash usage habits continue to influence users’ behavioral intentions (Lang et al., 2021).
                  This indicates the need for more in-depth studies to better understand the factors
                  influencing consumers’ intention to use digital payments in specific contexts.
                        From an academic perspective, numerous international studies have demonstrated
                  that technology adoption intention is influenced by factors such as perceived usefulness,
                  ease of use, and social influence, as explained by the UTAUT2 model (Venkatesh et al.,
                  2012). In addition, in the context of digital payments, trust and perceived risk have been
                  identified as critical determinants of user behavior (Oliveira et al., 2016; Slade et al., 2015).
                  However, most of these studies have been conducted in developed countries or in
                  markets with high levels of technological maturity. In contrast, in Vietnam in general and
                  Hanoi in particular, empirical research on digital payment adoption remains limited and
                  fragmented, failing to fully capture the characteristics of a rapidly digitizing emerging
                  economy where consumer behavior is still in transition.
                        Therefore, the urgency of this study arises from both practical needs and existing
                  research gaps. Practically, understanding the factors influencing consumers’ intention to
                  use digital payments will assist fintech firms, commercial banks, and policymakers in
                  designing appropriate strategies to enhance adoption and actual usage. Academically, this
                  study contributes to validating and extending technology acceptance models in the
                  context of a developing economy. In particular, selecting Hanoi—one of the country’s
                  major economic, financial, and technological centers—as the research setting ensures
                  both representativeness and practical significance for proposing policies to promote
                  cashless payments in the ongoing digital transformation era.
                        2. Literature review and theoretical background
                        2.1. Literature review
                        In recent years, research on the intention to use digital payments has primarily
                  been developed based on technology acceptance theories, particularly the Unified Theory
                  of Acceptance and Use of Technology (UTAUT2) and the Theory of Planned Behavior (TPB).
                  These studies generally agree that the adoption of digital payments is influenced by
                  multiple groups of factors, including technology-related perceptions, psychological factors
                  (such as trust and perceived risk), and social contextual factors.
                        First, from the perspective of technology acceptance models, numerous studies
                  have confirmed the crucial role of factors such as perceived usefulness, perceived ease of
                  use, and social influence in shaping the intention to use digital payments. A study by Vo
                  Thi Le Uyen et al. (2023) in Vietnam found that UTAUT2-related variables, including
                  performance expectancy, ease of use, facilitating conditions, and perceived cost,
                  significantly influence digital payment adoption. Similarly, studies by Luong Quoc Vu et al.
                  (2024) and Dang Thi Minh Nguyet et al. (2021) indicate that perceived usefulness,
                  perceived ease of use, and social influence are key determinants driving both intention
                  and actual usage of e-wallets in the Vietnamese context. These findings are consistent
                  with international studies that emphasize the robustness of technology-related
                  perceptions across different contexts (Dwivedi et al., 2019; Venkatesh et al., 2012).




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