The problems with bias and reproducibility can be very problematic.
When I read through papers I have the tendency
to view the research as “correct”, even though there’s the chance that there
are flaws within the article. Analyzing each paper to the depth required to thoroughly
go over the material can be a huge time sink, especially if the paper covers
topics, experimental methods, or data analysis in which I am not familiar with.
Therefore, I rely on the journals to do their utmost and ensure that published
data has met standards that allow me to trust the research.
It is apparent from the various articles that the current
method of research review is not working. Since these papers are likely to form
some of the foundation of my research in the future, I believe that it is
important to to find better ways to reduce the amount of bias and error in
publications. Therefore, I was intrigued by the solution offered by PubPeer in
which papers can be publicly commented on.
PubPeer’s approach is to provide a public forum where people
can anonymously comment on any publication. This opens up the peer review
process, although posted after the paper has been accepted, to a substantially
large amount of reviewers. In theory, with all these fresh eyes on a paper any
potential errors which slipped through the first review can be found and subsequently
addressed. While I like the idea, there are a few considerations I think need
to be addressed to improve the effectiveness of this process. I would be to interested
to learn which papers are getting the bulk of the criticism. As flawed as the
current model might be, for submission to most reputable journals, the papers
must go through some type of review process, and depending on the journal,
which papers. Here it seems that not all papers have an equal chance of getting
reviewed, with most likely a small number of high profile papers consuming the
highest amount of traffic. This also introduces some bias into the system, as
the users chose which paper they wish to review, instead of it being assigned
in a random fashion.
Although it does have its own flaws, entities like PubPeer
can help to ensure that more extensive reviews, either conducted by the journal
or other entities, help to reduce the amount of errors that get published, which leads to more confidence in accepting pertinent research findings.
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