articleData in BriefMar 21, 2023GOLD OA

A perspective on using partial least squares structural equation modelling in data articles

Universität Hamburg · Hamburg University of Technology · +5 more institutions

PubMed
Indexed incrossrefdatacitedoajpubmed

Abstract

This perspective article on using partial least squares structural equation modelling (PLS-SEM) is intended as a guide for authors who wish to publish datasets that can be analysed with this method as stand-alone data articles. Stand-alone data articles are different from supporting data articles in that they are not linked to a full research article published in another journal. Nevertheless, authors of stand-alone data articles will be required to clearly demonstrate and justify the usefulness of their dataset. This perspective article offers actionable recommendations regarding the conceptualisation phase, the types of data suitable for PLS-SEM and quality criteria to report, which are generally applicable…

Citation impact

644
total citations
FWCI
177.10
Percentile
100%
References
111
Citations per year

Authors

4

Topics & keywords

Keywords
  • Structural equation modeling
  • Perspective (graphical)
  • Computer science
  • Partial least squares regression
  • Metric (unit)
  • Publication
  • Data mining
  • Data science
UN Sustainable Development Goals
  • Reduced inequalities
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