title: Attracting Views and Going Viral: How Message Features and News-Sharing Channels Affect Health News Diffusion.
abstract: This study examined how intrinsic as well as perceived message features affect the extent to which online health news stories prompt audience selections and social retransmissions, and how news-sharing channels (e-mail vs. social media) shape what goes viral. The study analyzed actual behavioral data on audience viewing and sharing ofNew York Timeshealth news articles, and associated article content and context data. News articles with high informational utility and positive sentiment invited more frequent selections and retransmissions. Articles were also more frequently selected when they presented controversial, emotionally evocative, and familiar content. Informational utility and novelty had stronger positive associations with e-mail-specific virality, while emotional evocativeness, content familiarity, and exemplification played a larger role in triggering social media-based retransmissions.
authors.affiliation: University of Pennsylvania.
authors.forename: Hyun Suk
authors.initials: HS
authors.lastname: Kim
keywords: big data; computational social science; diffusion; message effects; retransmission; selection; selective exposure; social media; virality