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Understanding the framing of political issues is of paramount importance asit significantly shapes how individuals perceive, interpret, and engage withthese matters. While prior research has independently explored framing withinnews media and by social media users, there remains a notable gap in ourcomprehension of the disparities in framing political issues between these twodistinct groups. To address this gap, we conduct a comprehensive investigation,focusing on the nuanced distinctions both qualitatively and quantitatively inthe framing of social media and traditional media outlets concerning a seriesof American Supreme Court rulings on affirmative action, student loans, andabortion rights. Our findings reveal that, while some overlap in framing existsbetween social media and traditional media outlets, substantial differencesemerge both across various topics and within specific framing categories.Compared to traditional news media, social media platforms tend to present morepolarized stances across all framing categories. Further, we observesignificant polarization in the news media's treatment (i.e., Left vs. Rightleaning media) of affirmative action and abortion rights, whereas the topic ofstudent loans tends to exhibit a greater degree of consensus. The disparitiesin framing between traditional and social media platforms carry significantimplications for the formation of public opinion, policy decision-making, andthe broader political landscape.

Understanding Divergent Framing of the Supreme Court Controversies: Social Media vs. News Outlets