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Journal : Information Technology Education Journal

Exploratory Factor Analysis of Instruments Evaluation Interactivity Learning Management System (LMS) for Increase Involvement Study Student Faculty of Engineering Josua, Dian Pertiwi; Nur Idayanti; Riyadi; Iva Sarifah; Riyan Arthur
Information Technology Education Journal Vol. 4, No. 1, February (2025)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Digital-based learning is currently trending and continues to increase along with the development of technology. This study aims to explore the main factors underlying the interactivity of the Learning Management System (LMS) in increasing the learning engagement of students of the Faculty of Engineering; using the exploratory factor analysis (EFA) method, the LMS interactivity instrument was evaluated through a survey of 108 students. The Kaiser-Meyer-Olkin (KMO) test produced a value of 0.85, indicating perfect sample adequacy, and Bartlett's Test of Sphericity showed significant results (χ² = 456.21; p < 0.05). Four main factors were identified with a total variance of 65.9%, including: (1) active student involvement (31.2%), (2) constructivism-based learning approach (15.8%), (3) student intrinsic motivation (12.1%), and (4) ease of technology navigation (6.8%). The results of the reliability test showed a Cronbach's Alpha value > 0.70 for all factors, indicating good internal consistency. This study concluded that interactive and data-driven LMS design can significantly increase student engagement. The developed instrument is valid and reliable for measuring LMS interactivity and can be a reference for educational institutions in developing technology-based learning systems.
Evaluation Model of Institutions Based on Scriven's Consumer-Oriented Approach to Improve the Quality of Digital Services for Students Josua, Dian Pertiwi; Nuridayanti; Riyadi; Soeprijanto; Badrujaman, Aip
Information Technology Education Journal Vol. 4, No. 2, May (2025)
Publisher : Jurusan Teknik Informatika dan Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/intec.v4i2.7723

Abstract

This study aims to implement an institutional evaluation model based on Consumer-Oriented Scriven to improve the quality of digital services for students at the State University of Jakarta (UNJ). The available digital services are considered less than optimal by students, so an evaluation model is needed that focuses on user needs and satisfaction. This study uses a mixed approach with a case study method, with data collection through in-depth interviews, surveys, and direct observation. The quantitative survey used a Likert scale to measure student satisfaction with various aspects of digital services, such as academic information systems (73% satisfied), e-learning (68%), financial applications (65%), online registration (70%), and online help services (66%). The validity of the analysis instrument was tested through factors and expert assessments, while the reliability showed a Cronbach Alpha (α) value of 0.87 which is classified as very good. The results of the study indicate that this evaluation model is able to identify areas that need to be improved and encourage student participation in the service evaluation process. The application of the consumer-oriented Scriven evaluation model has been shown to make a significant contribution to improving the quality of digital services at UNJ which are more responsive and efficient.