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Highlights • ePIRLS 2016 is a new assessment of online reading skills of primary school pupils. • Spending time on the internet is positively associated with ePIRLS achievement. • Higher achievers in reading use computers less frequently for schoolwork at home. • Better online readers also use computers less frequently for schoolwork at school. • Owning a smart-phone is negatively associated with paper-based reading. Abstract Online reading necessitates the use of both similar and different skills to traditional paper-based reading. Therefore, some overlap is likely in the background and attitudinal factors associated with reading in the two modes. This study uses a multilevel framework and data from the Progress in International Reading Literacy Study (PIRLS, 2016) to explore the characteristics associated with online and paper-based reading in Ireland. Of independent variables examined, pupil reading confidence has the largest effect size for both PIRLS and ePIRLS. Home background variables have similar effect sizes for the two outcomes. Differences between the models emerge regarding time spent browsing the internet, the frequency of using a computer at school, pupil enjoyment of reading, and pupil ownership of a smartphone. [ABSTRACT FROM AUTHOR]