JURNAL SISTEM INFORMASI BISNIS
Vol 16, No 1 (2026): Volume 16 Number 1 Year 2026 (In Press)

Comparative Evaluation of E-Learning Satisfaction: Divergence between SUS, PIECES, and EUCS Frameworks

Rahmad Hidayat (Information System, ITB STIKOM Bali, Jl. Raya Puputan No.86, Dangin Puri Klod, Kec. Denpasar Tim., Kota Denpasar, Bali 80234)



Article Info

Publish Date
17 Aug 2026

Abstract

The deployment of e-learning systems in educational institutions is more concerned with speed than with the system's usability. In this study, we focused on the satisfaction and usability of Jimbaran Bali Global SMK elearning system. We applied the System Usability Scale (SUS) and End User Computing Satisfaction (EUCS) models alongside the PIECES framework. These methods have generally been applied separately, resulting in a limited understanding of the relationship between usability, system performance, and user satisfaction. Furthermore, studies that integrate and compare SUS, PIECES, and EUCS within a single evaluation framework, particularly in the Indonesian educational context, remain limited. The comparison of these methods is necessary because SUS focuses on usability, PIECES evaluates system and operational performance, and EUCS measures end-user satisfaction. Therefore, this study aims to evaluate the e-learning system of SMK TI Bali Global Jimbaran by comparing and integrating these three methods to provide a more comprehensive assessment of e-learning effectiveness. Having conducted both validation and reliability on the instrument, we analyzed data from 116 respondents, The results showed a discrepancy in usability and satisfaction, Satisfaction with PIECES and EUCS was positive, whereas the SUS score of 57.39 (Marginal–Low) is indicative of a significant problem in system usability. The findings show that users appreciated the system, but lacked the ability to use the system. These findings show that the system responsiveness, interface, and service quality must be improved to increase the positive perceptions of users and achieve sustainable e-learning.

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Journal Info

Abbrev

jsinbis

Publisher

Subject

Computer Science & IT Economics, Econometrics & Finance

Description

JSINBIS merupakan jurnal ilmiah dalam bidang Sistem Informasi bisnis fokus pada Business Intelligence. Sistem informasi bisnis didefinisikan sebagai suatu sistem yang mengintegrasikan teknologi informasi, orang dan bisnis. SINBIS membawa fungsi bisnis bersama informasi untuk membangun saluran ...