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  5. State of the aRt personality research: A tutorial on network analysis of personality data in R

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Article
English
2014

State of the aRt personality research: A tutorial on network analysis of personality data in R

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English
2014
Journal of Research in Personality
Vol 54
DOI: 10.1016/j.jrp.2014.07.003

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Denny Borsboom
Denny Borsboom

University Of Amsterdam

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Giulio Costantini
Sacha Epskamp
Denny Borsboom
+4 more

Abstract

Network analysis represents a novel theoretical approach to personality. Network approaches motivate alternative ways of analyzing data, and suggest new ways of modeling and simulating personality processes. In the present paper, we provide an overview of network analysis strategies as they apply to personality data. We discuss different ways to construct networks from typical personality data, show how to compute and interpret important measures of centrality and clustering, and illustrate how one can simulate on networks to mimic personality processes. All analyses are illustrated using a data set on the commonly used HEXACO questionnaire using elementary R-code that readers may easily adapt to apply to their own data.

How to cite this publication

Giulio Costantini, Sacha Epskamp, Denny Borsboom, Marco Perugini, René Mõttus, Lourens Waldorp, Angélique O. J. Cramer (2014). State of the aRt personality research: A tutorial on network analysis of personality data in R. Journal of Research in Personality, 54, pp. 13-29, DOI: 10.1016/j.jrp.2014.07.003.

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Publication Details

Type

Article

Year

2014

Authors

7

Datasets

0

Total Files

0

Language

English

Journal

Journal of Research in Personality

DOI

10.1016/j.jrp.2014.07.003

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