Integration of the Unified Theory of Acceptance and Use of Technology Model in Acceptance of E-Learning at State Islamic Religious Universities in East Java

This study aims to identify the variables from the Unified Theory of Acceptance and Use of Technology (UTAUT) model that influence e-learning acceptance among lecturers at State Islamic Religious Universities (PTKIN) in East Java. Employing a quantitative approach with a cross-sectional design, the...

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Main Authors: Ilham Ilham, Merlin Apriliyanti
Format: Article
Language:English
Published: Fakultas Tarbiyah Institut Agama Islam Sunan Giri Ponorogo 2025-06-01
Series:Scaffolding: Jurnal Pendidikan Islam dan Multikulturalisme
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Online Access:https://ejournal.insuriponorogo.ac.id/index.php/scaffolding/article/view/7351
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author Ilham Ilham
Merlin Apriliyanti
author_facet Ilham Ilham
Merlin Apriliyanti
author_sort Ilham Ilham
collection DOAJ
description This study aims to identify the variables from the Unified Theory of Acceptance and Use of Technology (UTAUT) model that influence e-learning acceptance among lecturers at State Islamic Religious Universities (PTKIN) in East Java. Employing a quantitative approach with a cross-sectional design, the study tested a theoretical model using hypothesis-driven analysis. Data were collected through online questionnaires with a simple random sampling technique, involving 321 lecturers as respondents. Responses were measured using a five-point Likert scale, and Structural Equation Modeling (SEM) was used for data analysis. The findings show that effort expectancy, facilitating conditions, hedonic motivation, habits, and behavioral intentions significantly influence lecturers’ acceptance of e-learning. Conversely, performance expectancy and social influence do not show significant effects. Behavioral intention also mediates the positive effect of facilitating conditions and habits on actual e-learning use. Although this study focuses on two PTKIN institutions in East Java, limiting generalizability, it provides useful insights for higher education management. The results have practical implications for designing effective strategies and policies to enhance e-learning adoption, such as lecturer training, awareness campaigns, periodic system reviews, and supportive policy development. E-learning offers solutions to overcome limitations of conventional teaching and enhances access, monitoring, and skill development, contributing to the improved performance of PTKIN. This research also validates the UTAUT model in a new cultural and institutional setting, expanding its relevance for future studies on technology acceptance in education.
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publisher Fakultas Tarbiyah Institut Agama Islam Sunan Giri Ponorogo
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spelling doaj-art-10448990ab694ca0822d25ada8e01e3d2025-08-20T02:43:09ZengFakultas Tarbiyah Institut Agama Islam Sunan Giri PonorogoScaffolding: Jurnal Pendidikan Islam dan Multikulturalisme2656-45482656-44912025-06-017110.37680/scaffolding.v7i1.7351Integration of the Unified Theory of Acceptance and Use of Technology Model in Acceptance of E-Learning at State Islamic Religious Universities in East JavaIlham Ilham0Merlin Apriliyanti1Universitas Islam Negeri Sunan Ampel Surabaya; IndonesiaUniversitas Islam Negeri Sunan Ampel Surabaya; Indonesia This study aims to identify the variables from the Unified Theory of Acceptance and Use of Technology (UTAUT) model that influence e-learning acceptance among lecturers at State Islamic Religious Universities (PTKIN) in East Java. Employing a quantitative approach with a cross-sectional design, the study tested a theoretical model using hypothesis-driven analysis. Data were collected through online questionnaires with a simple random sampling technique, involving 321 lecturers as respondents. Responses were measured using a five-point Likert scale, and Structural Equation Modeling (SEM) was used for data analysis. The findings show that effort expectancy, facilitating conditions, hedonic motivation, habits, and behavioral intentions significantly influence lecturers’ acceptance of e-learning. Conversely, performance expectancy and social influence do not show significant effects. Behavioral intention also mediates the positive effect of facilitating conditions and habits on actual e-learning use. Although this study focuses on two PTKIN institutions in East Java, limiting generalizability, it provides useful insights for higher education management. The results have practical implications for designing effective strategies and policies to enhance e-learning adoption, such as lecturer training, awareness campaigns, periodic system reviews, and supportive policy development. E-learning offers solutions to overcome limitations of conventional teaching and enhances access, monitoring, and skill development, contributing to the improved performance of PTKIN. This research also validates the UTAUT model in a new cultural and institutional setting, expanding its relevance for future studies on technology acceptance in education. https://ejournal.insuriponorogo.ac.id/index.php/scaffolding/article/view/7351E-learningHigher EducationLectureManagementSystemUTAUT
spellingShingle Ilham Ilham
Merlin Apriliyanti
Integration of the Unified Theory of Acceptance and Use of Technology Model in Acceptance of E-Learning at State Islamic Religious Universities in East Java
Scaffolding: Jurnal Pendidikan Islam dan Multikulturalisme
E-learning
Higher Education
Lecture
Management
System
UTAUT
title Integration of the Unified Theory of Acceptance and Use of Technology Model in Acceptance of E-Learning at State Islamic Religious Universities in East Java
title_full Integration of the Unified Theory of Acceptance and Use of Technology Model in Acceptance of E-Learning at State Islamic Religious Universities in East Java
title_fullStr Integration of the Unified Theory of Acceptance and Use of Technology Model in Acceptance of E-Learning at State Islamic Religious Universities in East Java
title_full_unstemmed Integration of the Unified Theory of Acceptance and Use of Technology Model in Acceptance of E-Learning at State Islamic Religious Universities in East Java
title_short Integration of the Unified Theory of Acceptance and Use of Technology Model in Acceptance of E-Learning at State Islamic Religious Universities in East Java
title_sort integration of the unified theory of acceptance and use of technology model in acceptance of e learning at state islamic religious universities in east java
topic E-learning
Higher Education
Lecture
Management
System
UTAUT
url https://ejournal.insuriponorogo.ac.id/index.php/scaffolding/article/view/7351
work_keys_str_mv AT ilhamilham integrationoftheunifiedtheoryofacceptanceanduseoftechnologymodelinacceptanceofelearningatstateislamicreligiousuniversitiesineastjava
AT merlinapriliyanti integrationoftheunifiedtheoryofacceptanceanduseoftechnologymodelinacceptanceofelearningatstateislamicreligiousuniversitiesineastjava