Principal component analysis: A natural approach to data exploration

FL Gewers, GR Ferreira, HFD Arruda, FN Silva… - ACM Computing …, 2021 - dl.acm.org
Principal component analysis (PCA) is often applied for analyzing data in the most diverse
areas. This work reports, in an accessible and integrated manner, several theoretical and …

Spatial scientometrics and scholarly impact: A review of recent studies, tools, and methods

K Frenken, J Hoekman - Measuring scholarly impact: methods and …, 2014 - Springer
Previously, we proposed a research program to analyze spatial aspects of the science
system which we called “spatial scientometrics”(Frenken, Hardeman, & Hoekman, 2009) …

Globalization of the social sciences in Eastern Europe: Genuine breakthrough or a slippery slope of the research evaluation practice?

D Pajić - Scientometrics, 2015 - Springer
The introduction of new research evaluation policies in most of the Eastern European (EE)
countries was followed by the substantial growth in their (international) scientific productivity …

The competitive advantage of nations: An application to academia

AW Harzing, A Giroud - Journal of Informetrics, 2014 - Elsevier
Within the field of bibliometrics, there is sustained interest in how nations “compete” in terms
of academic disciplines, and what determinants explain why countries may have a specific …

The myth of global science collaboration—Collaboration patterns in epistemic communities

S Hennemann, D Rybski, I Liefner - Journal of Informetrics, 2012 - Elsevier
Scientific collaboration is often perceived as a joint global process that involves researchers
worldwide, regardless of their place of work and residence. Globalization of science, in this …

Characteristics of research in China assessed with Essential Science Indicators

HZ Fu, KY Chuang, MH Wang, YS Ho - Scientometrics, 2011 - akjournals.com
To provide an overview of the characteristics of research in China, a bibliometric evaluation
of highly cited papers with high-level representation was conducted during the period from …

The research agenda setting of higher education researchers

JM Santos, H Horta - Higher Education, 2018 - Springer
Research agenda setting is a critical dimension in the creation of knowledge since it
represents the starting point of a process that embeds individual researchers'(and the …

A spatial scientometric analysis of the publication output of cities worldwide

G Csomós - Journal of Informetrics, 2018 - Elsevier
In tandem with the rapid globalisation of science, spatial scientometrics has become an
important research sub-field in scientometric studies. Recently, numerous spatial …

Factors predicting the scientific wealth of nations

J Allik, K Lauk, A Realo - Cross-Cultural Research, 2020 - journals.sagepub.com
It has been repeatedly demonstrated that economic affluence is one of the main predictors of
the scientific wealth of nations. Yet, the link is not as straightforward as is often presented …

Revealing the scientific comparative advantage of nations: Common and distinctive features

G Abramo, CA D'Angelo, F Di Costa - Journal of Informetrics, 2022 - Elsevier
The paper compares the scientific profiles of 199 countries relative to 254 subject
categories, based on the impact of knowledge produced in each category, measured by the …