eCite Digital Repository

Deconstructing the Donut


Auman, HJ and Collie, N and Forbes, L and Werkman, H and Collie, N, Deconstructing the Donut, Australian Research Management Society Conference 2018 (ARMS 18), 18-21 September 2018, Hobart, Tasmania (2018) [Conference Extract]



Aim: We were curious to find out what drives high Altmetric attention scores. Is it Twitter, news, Facebook or blogs? Discovering the drivers of exceptionally high Altmetric scores allows us to provide researchers with useful advice on how to best engage with social media and extend their research reach.

The Altmetric Attention Score is a composite index that indicates the attention a research publication receives across a range of platforms, including mentions in mainstream news and on Twitter, Facebook, Wikipedia and blogs. The final score is weighted based on the relative impact and reach of each platform.

Methods: We analysed the data from for the full body of publications (n = 34,034) at the University of Tasmania to identify notable publications of different types of social media to outputs that received a high degree of attention. Linear regression was used to identify the social media types that correlated most strongly with final Altmetric Attention Scores, and Cook's distances were used to identify outliers that indicated disproportionate component influences.

Results: Cook's distances to regression fits indicated that the top four UTAS publications listed by were outliers with respect to certain contributing social media outlets to the final Altmetric scores. This suggests that the best UTAS publications achieved their Altmetric Attention Scores in a different way than to the average UTAS publication.

Discussion and Recommendations:

News is heavy. News mentions strongly correlate with overall Altmetrics attention scores and have high impact. Authors should engage with news media wherever possible and contact institutional press offices to check for publicity opportunities.

Tweets are sweet. Twitter mentions have a moderate correlation with overall Altmetrics scores but are a simple way to increase exposure. Create and use a diverse Twitter network and ask societies and institutional press offices to tweet papers.

Blogs can bite. Although blog mentions have only a modest correlation with overall Altmetrics scores, individual scores can have high impact. Authors should post and moderate blogs within their fields.

Item Details

Item Type:Conference Extract
Research Division:Information and Computing Sciences
Research Group:Other information and computing sciences
Research Field:Other information and computing sciences not elsewhere classified
Objective Division:Information and Communication Services
Objective Group:Other information and communication services
Objective Field:Other information and communication services not elsewhere classified
UTAS Author:Auman, HJ (Dr Heidi Auman)
UTAS Author:Collie, N (Ms Nicole Collie)
UTAS Author:Forbes, L (Mrs Louisa Forbes)
UTAS Author:Werkman, H (Mr Harko Werkman)
ID Code:127934
Year Published:2018
Deposited By:Research Performance and Analysis
Deposited On:2018-08-23
Last Modified:2018-09-20
Downloads:23 View Download Statistics

Repository Staff Only: item control page