Students' information and communication technology (ICT) skills have been shown to be a valuable resource for their educational performance, although to varying degrees across countries. Our paper adds to existing knowledge to understand how and why country-specific ICT characteristics make a difference to math performance benefits students glean…

The attitude towards ICT determines the amount of incentive for practicing with it, which may directly affect ICT literacy. So, students' attitude inter alia is one of the substantial building blocks of ICT literacy, which in turn is an important component of improved student achievement brought about by it. This paper is devoted to exploring the…

Given the ongoing development of computer-based tasks, there has been increasing interest in modelling students' behaviour indicators from log file data with contextual variables collected via questionnaires. In this work, we apply a latent regression model to analyse the relationship between latent constructs (i.e., performance, speed, and…

Recently, the use of information and communications technology (ICT) at school has been extensively increased in Finland. This study investigated whether the use of ICT at school is linked to students 'learning outcomes in Finland. We used the Finnish PISA 2015 data (N=5037). Cognitive learning outcomes (i.e. science, mathematics, reading,…

As countries continue to invest in information and communication technologies (ICT) and they become even more common in the workplace, there is an increasing demand for schools to produce technologically literate students. This report presents results from the "Programme for International Student Assessment" (PISA) 2003, and examines how…