This study aims to produce a more personalized recommendation system for online learning using multicriteria in collaborative filtering and data from the Binus Online Learning repository as a knowledge base. The study uses forecasting (regression) and consists of three stages: (1) collecting data on the results of the learning process; (2) adding…

Most youths use Information and Communication Technology (ICT) for socialising, but there is a discussion about whether using ICT promotes social participation for youths with intellectual disabilities (IDs). Employing the concepts of social participation and self-determination together with the youths' perspectives, as conveyed by staff, we…

Background: Writing is an important and complex skill, which could be enhanced by teaching students effective writing strategies such as outlining. Electronic outlining - integrated feature in Microsoft® Word -- has been shown to enhance students' writing performance. However, little is known about the optimal didactic approach for electronic…

Science achievements of individuals play a crucial role when students aim to pursue highly demanded occupations and advanced academic degrees. Enhancing science attainment is crucial in improving the effectiveness of science education. This study investigates the impact of home educational resources, students' attitudes toward learning,…

The current study aims to determine the effect of teaching a mechanic neuro-computerized course through virtual learning environments (VLE) to develop computational thinking among mathematics pre-service teachers. The neuro-computerized virtual learning environments (NCVLE) model was designed to be used to teach the mechanics course to third-year…

Aim/Purpose: This study aims to analyze (1) the effect of organizational support on Technological Pedagogical Content Knowledge (TPACK), (2) the effect of organizational support and TPACK on teacher performance, (3) the effect of organizational support and TPACK on technostress, and (4) the effect of technostress on teacher performance.…

Automated writing feedback supported by artificial intelligence (AI) techniques has attracted the attention of English as Foreign Language (EFL) researchers. However, there is insufficient evidence and inconsistent conclusions on the actual impacts of AI on students' writing skills. In addition, in the field of EFL writing, there are few studies…

Virtual reality (VR) and electronic field trips (EFT) can introduce youth to natural environments, climate change mitigation strategies, and related STEM careers. We developed a VR and EFT outreach program featuring scientists working on living shorelines for coastal restoration as a response to sea-level rise and examined the program's impacts on…

We examined whether media use measured using time diaries is related to preschoolers' academic and social/behavioral skills. Children (N = 179) completed direct assessments of academic skills in the fall and spring, and teachers reported on social and behavioral skills. Parents/caregivers completed a 24-hr time diary in the spring, from which…

This dissertation focuses on three manuscripts all related to bolstering science achievement through recommendations from the National Research Council (NRC) regarding the teaching and learning of science. The manuscripts address meeting the NRC's call to incorporate curriculum and assessment that lead to more in-depth knowledge that can be…

Digital fluency is a central 21st-century competence. Schools are responsible for ensuring that all students cultivate sophisticated sociodigital competences and mindsets needed for studying and collaborating through and around technology and overcoming digital challenges encountered. Although some schools have successfully integrated digital…

The COVID-19 pandemic has necessitated the adoption of distance learning as a new alternative educational approach globally, a shift that has persisted even to the post-pandemic period. Despite identifying online educational advantages in previous studies, the abrupt societal changes brought about by the pandemic have exposed disproportionate…

The Coronavirus pandemic has significantly impacted various aspects of life, including education. This mixed-method study examines the effects of the pandemic on general interest in STEM lessons, the development and application of STEM soft skills, and observations of signs of trauma in urban classrooms. The foundation of this study is the…

This study aimed to examine the relationships between the screen time of children with special needs and of their parents with their home participation, occupational performance, and parent-child relationships according to sex and diagnosis. Parents of 150 children with special needs (age range, 4 to 6 years) such as autism spectrum disorder,…

It is well-known that digital learning materials influence the classroom curriculum and didactics. At the same time, few studies examine the role of the data visualizations offered by digital learning materials. Data visualizations signpost the emergence of students as data subjects who can be observed and compared on a computer screen. They thus…