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Title: Eigenfactor  
Author: World Heritage Encyclopedia
Language: English
Subject: SCImago Journal Rank, Journal ranking, Journal of Structural Engineering, Journal Citation Reports, Academic publishing
Collection: Academic Publishing, Bibliometrics, Citation Metrics
Publisher: World Heritage Encyclopedia


The Eigenfactor score, developed by Jevin West and Carl Bergstrom at the University of Washington,[1] is a rating of the total importance of a scientific journal. Journals are rated according to the number of incoming citations, with citations from highly ranked journals weighted to make a larger contribution to the eigenfactor than those from poorly ranked journals.[2] As a measure of importance, the Eigenfactor score scales with the total impact of a journal. All else equal, journals generating higher impact to the field have larger Eigenfactor scores.

Eigenfactor scores and Article Influence scores are calculated by, where they can be freely viewed. The Eigenfactor score is intended to measure the importance of a journal to the scientific community, by considering the origin of the incoming citations, and is thought to reflect how frequently an average researcher would access content from that journal.[2] However, the Eigenfactor score is influenced by the size of the journal, so that the score doubles when the journal doubles in size (measured as published articles per year).[3] The Article Influence score measures the average influence of articles in the journal, and is therefore comparable to the ISI impact factor.

The Eigenfactor approach is thought to be more robust than the impact factor metric,[4] which purely counts incoming citations without considering the significance of those citations.[5] While the Eigenfactor score is correlated with total citation count for medical journals,[6] these metrics provide significantly different information. For a given number of citations, citations from more significant journals will result in a higher Eigenfactor score.[7]

Eigenfactor scores are measures of a journal's importance. It can be used in combination with H-index to evaluate the work of individual scientists.

See also


  1. ^  
  2. ^ a b Bergstrom, C. T. (2007). "Eigenfactor: Measuring the value and prestige of scholarly journals".  
  3. ^ " FAQ". 20 September 2012. 
  4. ^ Johan Bollen; Herbert Van de Sompel; Aric Hagberg; Ryan Chute (2009). "A principal component analysis of 39 scientific impact measures". arXiv:0902.2183v1 [cs.CY].
  5. ^ Fersht, A. (Apr 2009). "The most influential journals: Impact Factor and Eigenfactor". Proceedings of the National Academy of Sciences of the United States of America 106 (17): 6883–6884.  
  6. ^ Davis, P. M. (2008). "Eigenfactor: Does the principle of repeated improvement result in better estimates than raw citation counts?". Journal of the American Society for Information Science and Technology ( 59 (13): 2186–2188.  
  7. ^ Jevin D. West; Theodore Bergstrom; Carl T. Bergstrom (2010). "Big Macs and Eigenfactor Scores: Don't Let Correlation Coefficients Fool You". arXiv:0911.1807v2 [cs.CY].

External links

  • Official website

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