Research into digital inequalities has shifted from a binary view of Internet use versus non-use to studying gradations in Internet use. However, this research has mostly compared categories of users only. In addition, the role of attitudes in digital inequalities has been largely overlooked. This article addresses these limitations by performing a systematic analysis of factors that distinguish low Internet users from non-users, regular users, and broad users. In addition to socio-demographic characteristics, we examine attitudinal variables. Results drawn from multinomial regressions indicate that attitudes play at least as large a role as socio-economic factors in determining the likelihood of belonging to specific (non-)user categories. This identifies positive attitudes toward technologies and the Internet as a crucial step toward Internet adoption. Hence, digital inequality research needs to consider factors other than traditional socio-economic ones to draw a complete picture.