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Title:Explaining behavioral intention and actual use of digital payment systems : a structural equation modeling approach among university students
Authors:ID Jagrič, Vita (Author)
ID Tominc, Polona (Author)
ID Rožman, Maja (Author)
Files:URL https://www.mdpi.com/1911-8074/19/8/556
 
.pdf RAZ_Jagric_Vita_2026.pdf (427,13 KB)
MD5: 4F3C00DC2AE342B9F81C1359B8746539
 
Language:English
Work type:Scientific work
Typology:1.01 - Original Scientific Article
Organization:EPF - Faculty of Business and Economics
Abstract:Digital payment systems have become increasingly important in contemporary financial environments; however, understanding the factors that drive their adoption remains a significant research challenge. This study examines the determinants of behavioral intention and actual use of digital payments by applying an extended Technology Acceptance Model (TAM) that incorporates perceived risk and trust alongside the traditional TAM constructs. Data were collected through an online survey of 154 Slovenian and international students enrolled in finance-related programs at the University of Maribor, Slovenia, and analyzed using structural equation modeling (SEM) using WarpPLS (version: 8.0). The results indicate that perceived ease of use positively affects perceived usefulness and behavioral intention, while perceived usefulness significantly increases behavioral intention. Perceived risk negatively influences trust, whereas trust positively affects behavioral intention. Furthermore, behavioral intention is the strongest predictor of actual use. All hypothesized relationships were statistically significant. The findings confirm the suitability of the extended TAM for explaining digital payment adoption in the studied group of young people and highlight the importance of usability, perceived benefits, trust, and risk perceptions in shaping digital payment behavior.
Keywords:digital payment adoption, Technology Acceptance Model (TAM), trust, perceived risk, actual use
Publication status:Published
Publication version:Version of Record
Submitted for review:06.07.2026
Article acceptance date:24.07.2026
Publication date:26.07.2026
Year of publishing:2026
Number of pages:str. 1-21
Numbering:Vol. 19, iss. 8, [article no.] 556
PID:20.500.12556/DKUM-99185 New window
UDC:336.74:004.738.5
ISSN on article:1911-8074
COBISS.SI-ID:287166979 New window
DOI:10.3390/jrfm19080556 New window
Publication date in DKUM:06.08.2026
Views:293
Downloads:11
Metadata:XML DC-XML DC-RDF
Categories:Misc.
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Record is a part of a journal

Title:Journal of risk and financial management
Shortened title:J. risk financ. manag.
Publisher:MDPI AG
ISSN:1911-8074
COBISS.SI-ID:522406169 New window

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P5-0023-2020
Name:Podjetništvo za inovativno družbo

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

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