In recent years, the use of information and communication technology (ICT) has meant that learning is no longer limited to the school. In order to achieve Sustainable Development Goal (SDG) goal 4, that is, to ensure quality education for all, to make educational resources and online learning are indispensable, and to access these resources anytime, anywhere through the Internet. In addition, the global pandemic of COVID-19 has made online education more necessary than ever before. Where and how ICT is used may have an impact on the components of motivation, such as self-efficacy and persistence. In this study, we quantified the impact of ICT utilization on the two components of self-efficacy and persistence. The effects of ICT use on both components were analyzed from the data taken from the 2018 Program for International Student Assessment (PISA) administered to 15-year old students. The results revealed that students who frequently utilized ICT for the purpose of out-of-school learning, particularly for activities related to school projects, exhibited significantly higher levels of self-efficacy and persistence. The frequency of ICT usage for in-school learning revealed no effect on any of the two above components. In addition, utilization of ICT for recreational purposes outside of school showed significantly lower values in the area of persistence. These results indicate that it is important to set tasks that provide a continuum of ICT use, both in and out of school, in order to motivate learners. This has important implications for the design of learning in online education. Furthermore, it suggests that teachers should design exploratory type lessons that focus on strengthening students’ desire to learn outside of class.

There is a lack of research evaluating the effects of digital textbooks and digital apps on learning for early elementary school learners. Therefore, this study conducted a randomized controlled trial to evaluate how an iPad application for learning English as a foreign language impacted children’s grammar understanding, satisfaction, persistence, and confidence compared to a digital textbook. A total of 119 Japanese first- and second-graders participated in the study. They were randomly divided into groups studying English using “digital books” or “applications” over five days. Pre- and post-intervention tests and questionnaires were used to measure their understanding of the study content, satisfaction, persistence, and confidence in English. Application-based learning was more effective than digital books in terms of grammar comprehension and was significantly better for satisfaction and persistence. The results suggested the use of specific criteria for selecting multimedia learning materials, including a high degree of learner control, autonomy to manipulate the learning environment, feedback on learning activities, and guaranteed interactions with the learning materials.