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"The problem is that evaluation is now led by the data rather than by judgement. Metrics have proliferated: usually well intentioned, not always well informed, often ill applied. We risk damaging the system with the very tools designed to improve it, as evaluation is increasingly implemented by organizations without knowledge of, or advice on, good practice and interpretation."
Hicks, D., Wouters, P., Waltman, L., de Rijcke, S, & Rafols, I. (2015). Bibliometrics: The Leiden Manifesto for research metrics. Nature 520(7548), 429-431. doi:10.1038/520429a
The term research metrics is used here to encompass an array of methods that evaluate the impact of scholarship. Related terms include bibliometrics and citation analysis. Research metrics are used in the following situations:
Metrics may be found on the journal level (i.e., impact factor), researcher level (i.e., h-index), and article level (i.e., altmetrics).
A single number - be it impact factor or h-index - doesn't tell the whole story. Even a cursory look at the literature on research metrics reveals some serious problems:
Here are some ways to ensure you're using metrics responsibly and seeing the whole picture:
Citation Analysis is the basis for journal impact factors and individual h-indices. It allows a researcher to see who is citing their work, and is also often used to measure researcher and article impact.
Journal Impact is most commonly assessed using impact factor. Journal impact factor is often used to assess researcher impact, but there are serious concerns with relying on it as a standalone metric. Other numerical methods of journal assessment include the h5-index and the Eigenfactor.
The H-Index has gained popularity since its formulation in 2005 as a more accurate way to assess researcher impact.
Altmetrics include non-traditional sources of data--such as how many times an article has been downloaded or shared on social media--to assess impact.
If you want to learn how to increase the impact and distribution of your work, see the Increase Visibility tab.
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