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I understand the concept of (peer-)reviewing as helpful to guarantee a good quality result. Clearly it makes sense that journal articles are reviewed by someone before publication. Yet, what I am still unclear about is who the reviewers are? The focus of this question is not who can peer-review articles, as I am not interested in who qualifies for being a reviewer, but rather about how to find out about the actual people having been involved in the review process?

It disappoints me to not be furnished with a list of the reviewers as it would help me tell if the article is likely to be well-reviewed or not. In academia, where reputation is paramount, it would seem imperfect if the people behind the reviews are kept secret. Yet I have not yet encountered a list of reviewers for a specific article and the best place to put this information seems to be with the article itself.

Another worthwhile information connected to it would be the number of reviewers. After all the more people investing time into a review of some contribtion the higher I assume to be the chances that flaws and problems become corrected and again the more interesting the contribution may become. Since unfortunately there is an excess of publications from people needing to make a career and reading through all of those articles constitutes an obstacle more than an accelaration of the scientific progress.

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    Elsevier has a nice explanation of the different levels of peer review and what do they mean. – OK- Nov 17 '14 at 01:20
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    The reason that it's secret that if I, an early-career scientist, reject the paper of a famous scientist in my field, he or she has the power to destroy me. – gerrit Nov 17 '14 at 16:06
  • @gerrit I can understand, yet I have to confess that it feels wrong to hear that such an egoistic career-focused behaviour should be tolerated anyway. what you say is sad. While some here give much thought to what is gained by the anonymity the adverse effects may not receive enough consideration. – humanityANDpeace Nov 17 '14 at 18:26
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  • Peer-review is a certainly a form of quality control but does not 'guarantee good quality'. 2) The number of reviewers is obvious in reputable journals, since you receive a review report from all of them. 3) while it is probably true that there is too much noise in the number of papers published, if anything blind peer-review reduces this noise.
  • – Cape Code Nov 18 '14 at 02:05
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    @humanityANDpeace It might feel wrong until you have to review a junk paper by a person you know (which is a small field happens a lot), or even worse, your supervisor. Then you'll be happy that the review process is blind. – Nick S Jan 20 '17 at 14:49
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    @NickS You should never review a paper by your supervisor, junk or not. You have a clear conflict of interest. – JeffE Jan 21 '17 at 15:47