Sharing research. Top 100 papers with ‘volcano’ or ‘volcanic: an analysis

We all have a responsibility to share and communicate our research. Altmetrics is a new way to track some of the ways we do this as a research community. Last summer (July 2015) they gave me free access to their database to take a look. How does interest in volcanology research permeate both the traditional and new media spheres? Does that translate at all into academic interest? Here’s what I found (yes, its taken me a while!)

If you can’t see the graphics well, the summary infographic can be accessed via this link.
I downloaded the ‘Top 100’ papers with the highest Altimetric score (this turned into 94 when I chucked out news and accidental doubles recently). First up, I tried to put them into broad categories. This was surprisingly easy, but obviously very subjective. A few papers fell into two of these categories.


This is where they were mainly published. Predictable?


This is how the Altmetric Score  and Mendeley Readers compared to citations using my subdivisions. For citations I used Google Scholar and did this slowly last week (May 2016). Yes, these are all on logarithmic scales! Academics clearly like papers about volcanoes and climate more than the wider readership. The opposite is perhaps true of Supervolcanoes. The papers outside of my main classifications are generally less well read and cited.


Here are some more of the contributors to the Altmetrics scores.


Finally, these are the news outlet counts and Tweets versus citations. For some ‘types’ of paper perhaps there is some sign that Tweet activity picks up the papers the academics subsequently cite well (maybe, perhaps…) but news outlets much less so. Again, news outlets have a skewed interest in supervolcanoes and human/volcano stories.



What do I conclude from this? Not too much.. its only very recent papers (Altmetrics has been going since 2011 only) and a small subset (the top 100 are perhaps looking at trends with only a small component of the dataset). Its interesting nonetheless!

For me the most striking point was the relatively restricted range of topics that sparked broader interest. Perhaps, volcanologists need to work harder to communicate a broader spectrum of research in an engaging way. Conversely news media need to listen and report a little bit more imaginatively too.

What do you make of the data? I’ve put the final spreadsheet on Figshare here , along with the infographic I generated from my analysis. Feel free to play some more.

Thanks to Altmetrics for access to their database.


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