Title
Quantifying the higher-order influence of scientific publications
Abstract
Citation impact is commonly assessed using direct, first-order citation relations. We consider here instead the indirect influence of publications on new publications via citations. We present a novel method to quantify the higher-order citation influence of publications, considering both direct, or first-order, and indirect, or higher-order citations. In particular, we are interested in higher-order citation influence at the level of disciplines. We apply this method to the whole Web of Science data at the level of disciplines. We find that a significant amount of influence-42%-stems from higher-order citations. Furthermore, we show that higher-order citation influence is helpful to quantify and visualize citation flows among disciplines, and to assess their degree of interdisciplinarity.
Year
DOI
Venue
2020
10.1007/s11192-020-03580-9
SCIENTOMETRICS
Keywords
DocType
Volume
Impact,Influence,Citation impact,Citation influence,Citation networks,Interdisciplinarity
Journal
125.0
Issue
ISSN
Citations 
2.0
0138-9130
0
PageRank 
References 
Authors
0.34
0
2
Name
Order
Citations
PageRank
Massimo Franceschet165839.91
Giovanni Colavizza2287.10