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Substantiality: A Construct Indicating Research Excellence to Measure University Research Performance

Masashi Shirabe
Masashi Shirabe
 und 
Amane Koizumi
Amane Koizumi
   | 25. Juli 2021
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Article Category: Research Paper
Online veröffentlicht: 25. Juli 2021
Seitenbereich: 76 - 89
Eingereicht: 03. März 2021
Akzeptiert: 06. Juli 2021
DOI: https://doi.org/10.2478/jdis-2021-0029
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© 2021 Masashi Shirabe et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1

Features of “substantiality” indicators.
Features of “substantiality” indicators.

Figure 2

Schematic relationships between “substantiality” and reputation.
Schematic relationships between “substantiality” and reputation.

Figure 3

Averages of Spearman's rank correlation coefficient for each indicator.
Averages of Spearman's rank correlation coefficient for each indicator.

Figure 4

Averages of Spearman's rank correlation coefficients for each type of indicator.
Averages of Spearman's rank correlation coefficients for each type of indicator.

Correlations between quantity, substantiality, quality indicators for the world and Japanese research universities.

# of pubs FWCI % of top 1% most cited % of top 10% most cited h5-index # of top 1% most cited
FWCI 0.31
% of top 1% most cited 0.31 0.95
% of top 10% most cited 0.31 0.96 0.94
h5-index 0.89 0.65 0.66 0.66
# of top 1% most cited 0.86 0.68 0.69 0.69 0.99
# of top 10% most cited 0.92 0.60 0.60 0.61 0.98 0.98

Correlations between substantiality indicators and FWCI in Japanese National Universities.

Scopus ASJC Correlations between
h5-index & FWCI number of top 1% most cited publications & FWCI
Multidisciplinary 0.08 0.13
Agricultural and Biological Sciences −0.01 0.05
Arts and Humanities 0.15 0.13
Biochemistry, Genetics and Molecular Biology 0.60 *** 0.43 ***
Business, Management and Accounting 0.42 *** 0.22 *
Chemical Engineering 0.45 *** 0.38 ***
Chemistry 0.29 ** 0.25 *
Computer Science 0.14 0.19
Decision Sciences 0.13 0.46 ***
Earth and Planetary Sciences 0.41 *** 0.26 *
Economics, Econometrics and Finance 0.14 0.07
Energy 0.58 *** 0.39 ***
Engineering 0.15 0.12
Environmental Science 0.43 *** 0.39 ***
Immunology and Microbiology 0.06 0.13
Materials Science 0.05 0.11
Mathematics 0.15 0.24 *
Medicine 0.62 *** 0.57 ***
Neuroscience 0.41 *** 0.27 *
Nursing 0.48 *** 0.40 ***
Pharmacology, Toxicology and Pharmaceutics 0.59 *** 0.39 ***
Physics and Astronomy 0.40 *** 0.26 *
Psychology 0.09 0.04
Social Sciences 0.19 0.23 *
Dentistry 0.22 * 0.16
Health Professions 0.23 * 0.26 *
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