The Journal Impact Factor is frequently used as the primary parameter with which to compare the scientific output of individuals and institutions. The Journal Impact Factor, as calculated by Thomson Reuters*, was originally created as a tool to help librarians identify journals to purchase, not as a measure of the scientific quality of research in an article. With that in mind, it is critical to understand that the Journal Impact Factor has a number of well-documented deficiencies as a tool for research assessment. These limitations include: A) citation distributions within journals are highly skewed [1–3]; B) the properties of the Journal Impact Factor are field-specific: it is a composite of multiple, highly diverse article types, including primary research papers and reviews [1, 4]; C) Journal Impact Factors can be manipulated (or “gamed”) by editorial policy ; and D) data used to calculate the Journal Impact Factors are neither transparent nor openly available to the public [4, 6, 7]. Below we make a number of recommendations for improving the way in which the quality of research output is evaluated. Outputs other than research articles will grow in importance in assessing research effectiveness in the future, but the peer-reviewed research paper will remain a central research output that informs research assessment. Our recommendations therefore focus primarily on practices relating to research articles published in peer-reviewed journals but can and should be extended by recognizing additional products, such as datasets, as important research outputs. These recommendations are aimed at funding agencies, academic institutions, journals, organizations that supply metrics, and individual researchers.
These thinges, with many other shall by good & honest witnes be approved to be his opinions and Comon Speeches, and that this Marlowe doth not only hould them himself, but almost into every Company he Cometh he persuades men to Atheism willing them not to be afeard of bugbeares and hobgoblins, and vtterly scorning both god and his ministers as I Richard Baines will Justify & approue both by mine oth and the testimony of many honest men, and almost al men with whome he hath Conversed any time will testify the same, and as I think all men in Cristianity ought to indevor that the mouth of so dangerous a member may be stopped, he saith likewise that he hath quoted a number of Contrarieties oute of the Scripture which he hath giuen to some great men who in Convenient time shalbe named. When these thinges shalbe Called in question the witnes shalbe produced. 
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