What increases (social) media attention: Research impact, author prominence or title attractiveness?

Abstract

Do only major scientific breakthroughs hit the news and social media, or does a 'catchy' title help to attract public attention? How strong is the connection between the importance of a scientific paper and the (social) media attention it receives? In this study we investigate these questions by analysing the relationship between the observed attention and certain characteristics of scientific papers from two major multidisciplinary journals: Nature Communication (NC) and Proceedings of the National Academy of Sciences (PNAS). We describe papers by features based on the linguistic properties of their titles and centrality measures of their authors in their co-authorship network. We identify linguistic features and collaboration patterns that might be indicators for future attention, and are characteristic to different journals, research disciplines, and media sources.

arXiv commentPaper presented at 23rd International Conference on Science and Technology Indicators (STI 2018) in Leiden, The Netherlands

References in corpus (4)

• Do altmetrics correlate with citations? Extensive comparison of altmetric indicators with citations from a multidisciplinary perspective
• Altmetrics in the wild: Using social media to explore scholarly impact
• Quantifying the Effect of Sentiment on Information Diffusion in Social Media
• The Accuracy of Confidence Intervals for Field Normalised Indicators