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Comparing and Ranking in Science when both Quantity and Quality Matter




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A picture: dominance network among the top 112 US universities



weak dominance, best 112 US universities 

(All rights reserved - performed by A. Lahatte)

(weak dominance dyadic relations, transitive dominance relations are omitted, all publications are considered, impact is measured with citations)


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Ranking of top US research universities

Interdisciplinary based rankings (all disciplines are included)

Ranking when all publications are considered (phi = 1) and when direct citations (3 years window) are used to account for publications impact. All disciplines

• Ranking when all publications are considered (phi = 1) and when the direct impact factor of the journal (3 years window) is used to account for publications impact. All disciplines

• Ranking when all publications are considered (phi = 1) and when the relative impact factor of the journal (3 years window) is used to account for publications impact. All disciplines  

• Ranking when only publications in the top ten percent of their discipline are considered (phi = 0.1) and when the direct citations (3 years window) is used to account for publications impact. All disciplines  

• Ranking when only publications in the top ten percent of their discipline are considered (phi = 0.1) and when the direct impact factor of the journal (3 years window) is used to account for publications impact.  All disciplines  

•   Ranking when only publications in the top ten percent of their discipline are considered (phi = 0.1) and when the relative impact factor of the journal (3 years window) is used to account for publications impact.  All disciplines


Disciplinary based rankings (rankings are produced for each of the 8 large disciplines considered)

• Ranking when all publications are considered (phi = 1) and when direct citations (3 years window) are used to account for publications impact. (Fund. biology, Medicine, App. bio & ecol , Chemistry, Physics, Sc. of the univ., Eng. sciences, Mathematics)

• Ranking when all publications are considered (phi = 1) and when the direct impact factor of the journal (3 years window) is used to account for publications impact. (Fund. biology, Medicine, App. bio & ecol , Chemistry, Physics, Sc. of the univ., Eng. sciences, Mathematics)

• Ranking when all publications are considered (phi = 1) and when the relative impact factor of the journal (3 years window) is used to account for publications impact. (Fund. biology, Medicine, App. bio & ecol , Chemistry, Physics, Sc. of the univ., Eng. sciences, Mathematics) • Ranking when only publications in the top ten percent of their discipline are considered (phi = 0.1) and when direct citations (3 years window) are used to account for publications impact. (Fund. biology, Medicine, App. bio & ecol , Chemistry, Physics, Sc. of the univ., Eng. sciences, Mathematics)

• Ranking when only publications in the top ten percent of their discipline are considered (phi = 0.1) and when the direct impact factor of the journal (3 years window) is used to account for publications impact. (Fund. biology, Medicine, App. bio & ecol , Chemistry, Physics, Sc. of the univ., Eng. sciences, Mathematics)

• Ranking when only publications in the top ten percent of their discipline are considered (phi = 0.1) and when the relative impact factor of the journal (3 years window) is used to account for publications impact.(Fund. biology, Medicine, App. bio & ecol , Chemistry, Physics, Sc. of the univ., Eng. sciences, Mathematics)



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Ranking of top world wide departments in economics


• Ranking of top economic departments (all registered scholars in the departments are considered). Econ department

• Ranking of top economic departments when only scholars in the top ten percent cited are considered. Econ departments