The Role of Perceived Ease of Use, Perceived Usefulness, Attitude Towards Using, and Compatibility on E-Money Usage Intention: Study At Jombang, Indonesia

This study aims at testing and analyzing the influence of perceived ease of use, perceived usefulness, and attitude towards using on behavioral intention to use e money and moderated by compatibility. The population of this study is customers from a café in Jombang, Indonesia. Purposive sampling is the sampling technique used in this study, with the criteria Navila Café & Resto Jombang’s customers who directly visited during the study. This study uses physical questionnaire to collect data. The total number of respondents is 113 people. This study uses SEM-PLS as data analysis technique, while the analysis tool is Smart PLS 4. The finding of this study reveals, first, perceived ease of use gives positive significant influence towards perceived usefulness. Second, perceived ease of use gives positive significant influence towards attitude towards using. Third, perceived usefulness gives positive significant influence towards attitude towards using. Fourth, perceived usefulness has complementary mediation effect between perceived ease of use and attitude towards using. Fifth, attitude towards using gives positive significant influence towards behavioral intention to use. Sixth, compatibility doesn’t have moderation effect between attitude towards using and behavioral intention to use.

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Publication Details

Journal
Social Science and Humanities Journal
Published
2025-02-12
DOI
https://doi.org/10.18535/sshj.v9i02.1642
Primary Topic
Technology Adoption and User Behaviour
Type
article
Field-Weighted Citation Impact
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article

The Role of Perceived Ease of Use, Perceived Usefulness, Attitude Towards Using, and Compatibility on E-Money Usage Intention: Study At Jombang, Indonesia

Eny Yuniriyanti, Damelina Basauli Tambunan, Kinanti Jasmine Nadia
Social Science and Humanities Journal
Technology Adoption and User Behaviour
article

The Role of Perceived Ease of Use, Perceived Usefulness, Attitude Towards Using, and Compatibility on E-Money Usage Intention: Study At Jombang, Indonesia

Eny Yuniriyanti, Damelina Basauli Tambunan, Kinanti Jasmine Nadia
article en

Abstract

This study aims at testing and analyzing the influence of perceived ease of use, perceived usefulness, and attitude towards using on behavioral intention to use e money and moderated by compatibility. The population of this study is customers from a café in Jombang, Indonesia. Purposive sampling is the sampling technique used in this study, with the criteria Navila Café & Resto Jombang’s customers who directly visited during the study. This study uses physical questionnaire to collect data. The total number of respondents is 113 people. This study uses SEM-PLS as data analysis technique, while the analysis tool is Smart PLS 4. The finding of this study reveals, first, perceived ease of use gives positive significant influence towards perceived usefulness. Second, perceived ease of use gives positive significant influence towards attitude towards using. Third, perceived usefulness gives positive significant influence towards attitude towards using. Fourth, perceived usefulness has complementary mediation effect between perceived ease of use and attitude towards using. Fifth, attitude towards using gives positive significant influence towards behavioral intention to use. Sixth, compatibility doesn’t have moderation effect between attitude towards using and behavioral intention to use.

Social Science and Humanities JournalVol. 9(02)
Universitas Merdeka Malang (ID), Universitas Ciputra (ID)
Openalex Percentile: Top 97%
Technology Adoption and User Behaviour
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The Role of Perceived Ease of Use, Perceived Usefulness, Attitude Towards Using, and Compatibility on E-Money Usage Intention: Study At Jombang, Indonesia — Eny Yuniriyanti, Damelina Basauli Tambunan, et al. · Social Science and Humanities Journal (2025) | TGRS Research Map | TGRS