To be able to solve complex information problems in a digital environment is a key 21st century skill. Technology users usually expect to achieve their goals in a fast and accurate way. However, the actual relationship between time-on-task and task outcome is currently not well understood. We analyzed data from a large-scale international study in…

Advancements in learning analytics allow teachers to track student learning progress and promote learning by providing necessary intervention and support. Multiple data sources are involved in learning analytics, and the major ones are systems that students use in school. To fully comprehend the progress of student learning, out-of-school learning…

The increasing presence of technologies at school has triggered a vivid debate on the way ICT influences students' learning process. Using PISA 2018 data for 15-year-old students and hierarchical linear models, we find an inverted U-shaped relationship between ICT use at school and students' performance in mathematics in 22 OECD countries. In all…

The age of information and communication technology (ICT) has witnessed the prevalence of computer-based reading. Previous studies yielded mixed results concerning the relationship between ICT perceived competence, ICT use and digital reading performance, and the underlying mechanism was rarely explored. This study aimed to explore the…

Online learning engagement detection is a fundamental problem in educational information technology. Efficient detection of students' learning situations can provide information to teachers to help them identify students having trouble in real time. To improve the accuracy of learning engagement detection, we have collected two aspects of…

Social network sites (SNSs) like Myspace and Facebook are now popular online communities with large teenage user populations. Teens use these technologies to interact, play, explore, and learn in significant ways. As scholars become interested in studying these new online communities, I contribute to the emerging conversation by re-examining…

Tests the effects of Web page design instruction on improving computer self-efficacy of preservice teachers. Various computer experiences, including weekly computer use, weekly Internet use, and use frequencies of word processing, e-mail, games, and presentation software were significantly related to computer self-efficacy. Use frequencies of word…

Reports on a study of secondary students in the United Kingdom that examined the gender and social competency of frequent and infrequent computer users. Results suggest that frequent users are just as likely to be female and no less sociable, contrary to persistent stereotyping of computer users as antisocial males. (Author/LRW)

Studies patterns of computer use based on data from the National Science Foundation's Longitudinal Study of American Youth in which 7th- and 10th-grade students were surveyed for five consecutive years. Highlights include parental backgrounds; socioeconomic status; parental attitudes; student attitudes; gender differences; computer ownership; and…