University of Massachusetts Amherst ScholarWorks@UMass Amherst Communication Department Faculty Publication Series Communication 2020 What drives hyper-partisan news sharing: Exploring the role of source, style, and content Weiai Wayne Xu Yoonmo Sang Christopher Kim Follow this and additional works at: https://scholarworks.umass.edu/communication_faculty_pubs 1 What drives hyper-partisan news sharing: Exploring the role of source, style, and content Weiai Wayne Xu Assistant Professor N334 Integrative Learning Center, Department of Communication University of Massachusetts – Amherst Amherst, MA 01003-1100 Phone: +001-(414)688-3059 Email:
[email protected] Yoonmo Sang Assistant Professor Faculty of Arts & Design University of Canberra Email:
[email protected] Christopher Kim Ph.D. Candidate Faculty of Arts and Design, University of Canberra Email:
[email protected] 2 A growing number of hyper-partisan alternative media outlets have sprung up online to challenge mainstream journalism. However, research on news sharing in this particular media environment is lacking. Based on the virality of sixteen partisan outlets’ coverage of immigration and using the latest computational linguistic algorithm, the present study probes how hyper- partisan news sharing is related to source transparency, content styles, and moral framing. The study finds that the most shared articles reveal author names, but not necessarily other types of author information. The study uncovers a salient link between moral frames and virality. In particular, audiences are more sensitive to moral frames that emphasize authority/respect, fairness/reciprocity, and harm/care. Keywords: news sharing, news diffusion, partisan media, Facebook, social media, moral framing, moral foundations theory 3 What drives hyper-partisan news sharing: Exploring the role of source, style, and content The 2016 U.S.