Future studies should continue this work by focusing on establishing a causal relationship between personalized news system usage and increased news category and source exposure. Furthermore, more conclusive results could be found in over-time research studies investigating patterns of changing news-reading behaviors. For example, over-time research can help us understand exposure differences in more specific topics such as local news coverage and controversial news issues, which are both central concerns to a well-functioning democracy.