Academic Productivity

I read a good quote the other day:

“Bollocks to waiting 10 years for progress. I want people to know about it now, and then do something about it” – Dr Paul Fisher

So why do we wait? Why isn’t there immediate publication, analysis and dissemination of data? Publication of Scientific data as it stands is a broken business model…for the most part. The advent of journals like PLoS and their subsequent success shows that the scientific community is taking note of what steps need to be taken. In my short life as a scientist, there has always been one thing that really annoys me. The inefficiency of scientific publishing and subsequent global sharing of knowledge. In terms of making significant advances available to wide audiences as peer reviewed publications, PLoS has it covered. But what about the rest of your research?

What percentage of the figures that went into your undergrad, masters or doctorate thesis were ever published? The ones that you didnt publish were probably good basic science, or figures that didnt tell a complete story. As a PhD student, I became very aware of the fact that a large amount of my data, although good, would never be published as it did not show significant differences. I then began wondering how many times experiments had been repeated globally unnecessarily. And so FigShare started life as an idea for researchers to publish all of their data that would otherwise never leave their lab books. By categorising and tagging the research, it becomes very searchable and other scientists should not reproduce experiments and waste money when they have been conducted several times by other labs. Following the alpha release, FigShare received a lot of attention and a lot of feedback. This caused the site to develop and it now allows the upload of Figures, Datasets and most recently media (eg. videos).
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I just found this presentation, and thought it’s worth bringing it to the attention of ap.com readers:

Anita de Waard is the director of Disruptive Technologies at Elsevier. A company that has a position with such a name has my sympathy. Looks like publishers are slowly realizing that they can have a huge impact on how science is done, and how fast it moves, if they simply paid more attention to modern trends.

Only habit prevents us researchers from realizing that the media we use the most, a paper article with a review cycle of years, is woefully wrong in this day and age.

A somewhat related idea are the 5 stars of open linked data:

★ make your stuff available on the web (whatever format)

★★ make it available as structured data (e.g. excel instead of image scan of a table)

★★★ non-proprietary format (e.g. csv instead of excel)

★★★★ use URLs to identify things, so that people can point at your stuff

★★★★★ link your data to other people’s data to provide context

If scientists and publishers have opendata in mind (and the trend is there!) doing research becomes more fun immediately (no more mails to the authors asking for data that get no response). Seeing that the academic publishing industry has at least one person (Anita) that gets it makes me feel good. Looks like Elsevier has a head-start.

The first public beta of Paperpile–the latest entry in the crowded arena of free reference management software–has been recently announced. As I write, a test version is available for Linux, but Mac and Windows versions should be released soon. From the screenshots gallery, it looks like Paperpile will feature a streamlined (although quite typical) 3-column interface, support for tags/labels as well as the standard Web import functionality from online bibliographic databases.

It will be interesting to see how this software compares with cross-platform biggies such as Mendeley or established tools for specific environments such as BibDesk or JabRef.

Citation copy-editing is one of those deceptively small burdens that have a way of taking over the working day. If left untended, the task of tidying up casually scribbled references can snowball to crisis proportions as a submission deadline approaches. Similarly, when a submission to one publisher is unsuccessful, significant effort may be required to recast its citations in the format required by another. Collaboration outside of one’s own field can bring with it an unwelcome tangle of fresh style-guide quandaries to ponder and fight through. These are things that the machines, if they want to make themselves useful, should be doing for us.

There is plenty of collective experience in this line, and as fate would have it, there are also plenty of collective solutions. In the TeX/LaTeX world, authors and their editors can today choose between BibTeX and BibLaTeX — both of them excellent utilities — with the several variants of the former supported by no fewer than four separate versions of the BibTeX program. [1] Users of WYSIWYG word processors can look to the bibliographic support built into Word or Open Office, or they can turn to an external solution such as EndNote ™, ProCite ™, Reference Manager ™, or more recently Zotero or Mendeley. Migrating data between these environments is a process fraught with uncertainty, but it is sometimes unavoidable when you need this kind of output, and it can only be produced on that kind of system …

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It was a matter of time before someone wrote a robot that grabbed latex  and returned an image after latex processing. LaTeXy does exactly that and has just increased tenfold the usefulness of wave for academics.