Unravelling the performance of individual scholars: Use of Canonical Biplot analysis to explore the performance of scientists by academic rank and scientific field

作者：

Highlights：

• An assorted set of indicators is needed to capture the multidimensionality of science.

• Performance of individual scholars is addressed by field and academic rank.

• Canonical Biplot is a powerful and reliable visualisation tool.

• The structure of variables which offers the highest separation between groups of researchers is revealed.

摘要

•An assorted set of indicators is needed to capture the multidimensionality of science.•Performance of individual scholars is addressed by field and academic rank.•Canonical Biplot is a powerful and reliable visualisation tool.•The structure of variables which offers the highest separation between groups of researchers is revealed.

论文关键词：Canonical Biplot,Multivariate analysis,Bibliometrics,Individual-level,Academic rank

论文评审过程：Received 5 February 2015, Revised 17 April 2015, Accepted 17 April 2015, Available online 1 September 2015, Version of Record 1 September 2015.

论文官网地址：https://doi.org/10.1016/j.joi.2015.04.006