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An ounce of prevention or a pound of cure? Multi-level modelling on the antecedents of mobile-wallet adoption and the moderating role of e-WoM during COVID-19

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dc.rights.license CC BY eng
dc.contributor.author Zamil, Ahmad M. A. cze
dc.contributor.author Ali, Saqib cze
dc.contributor.author Poulová, Petra cze
dc.contributor.author Akbar, Minhas cze
dc.date.accessioned 2025-12-05T11:28:54Z
dc.date.available 2025-12-05T11:28:54Z
dc.date.issued 2022 eng
dc.identifier.issn 1664-1078 eng
dc.identifier.uri http://hdl.handle.net/20.500.12603/1597
dc.description.abstract During the COVID-19 epidemic, personal safety has received increasing attention, leading to behavioral changes. Mobile-wallet (m-wallet) makes it easier for people to keep social distance, which helps stop the spread of the COVID-19 virus. Evolving Internet technology has brought about changes in consumer lifestyle. The current situation of COVID-19 has created a business environment to shift from traditional ways and adopt e-commerce solutions worldwide. Grounded in technology acceptance model (TAM) theory, this study’s objective is two-fold: First, this study intends to examine perceived susceptibility to COVID-19, perceived severity of COVID-19, insecurity and discomfort as the predictors of perceived usefulness (PU) and perceived ease of use (PEOU). Second, the current research intends to test the moderating effect of electronic words-of-mouth (eWOM) on the relationship between attitude and usage intention. Using survey methods, 226 usable responses were collected through a mall intercept survey in Pakistan. Data were analyzed using partial least square (PLS). The results revealed that PEOU and PU positively influence attitude toward M-wallet. This study has found that attitude positively influences the usage intention in adopting M-wallet. The results also support the moderating role of eWOM. These findings contribute to the marketing literature in several ways, particularly in Pakistan. This is the first study to use eWOM as a moderating variable in the TAM theory. In addition, this study adds to the current body of knowledge by considering eWOM as a multi-dimensional construct novel in m-wallet literature. Copyright © 2022 Zamil, Ali, Poulova and Akbar. eng
dc.format p. "Article Number: 1002958" eng
dc.language.iso eng eng
dc.publisher Frontiers media eng
dc.relation.ispartof Frontiers in psychology, volume 13, issue: September eng
dc.subject attitude eng
dc.subject electronic words-of-mouth (eWOM) eng
dc.subject intention eng
dc.subject mobile wallet (m-wallet) eng
dc.subject technology acceptance model (TAM) eng
dc.title An ounce of prevention or a pound of cure? Multi-level modelling on the antecedents of mobile-wallet adoption and the moderating role of e-WoM during COVID-19 eng
dc.type article eng
dc.identifier.obd 43879165 eng
dc.identifier.doi 10.3389/fpsyg.2022.1002958 eng
dc.publicationstatus postprint eng
dc.peerreviewed yes eng
dc.source.url https://www.frontiersin.org/articles/10.3389/fpsyg.2022.1002958/full#S10 cze
dc.relation.publisherversion https://www.frontiersin.org/articles/10.3389/fpsyg.2022.1002958/full#S10 eng
dc.rights.access Open Access eng


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