Network analysis of multivariate data in psychological science

D Borsboom, MK Deserno, M Rhemtulla… - Nature Reviews …, 2021 - nature.com
In recent years, network analysis has been applied to identify and analyse patterns of
statistical association in multivariate psychological data. In these approaches, network …

A tutorial on regularized partial correlation networks.

S Epskamp, EI Fried - Psychological methods, 2018 - psycnet.apa.org
Recent years have seen an emergence of network modeling applied to moods, attitudes,
and problems in the realm of psychology. In this framework, psychological variables are …

Replicability and generalizability of posttraumatic stress disorder (PTSD) networks: A cross-cultural multisite study of PTSD symptoms in four trauma patient samples

EI Fried, MB Eidhof, S Palic… - Clinical …, 2018 - journals.sagepub.com
The growing literature conceptualizing mental disorders like posttraumatic stress disorder
(PTSD) as networks of interacting symptoms faces three key challenges. Prior studies …

Networks of major depressive disorder: A systematic review

M Malgaroli, A Calderon, GA Bonanno - Clinical Psychology Review, 2021 - Elsevier
There has been a marked increase of network studies of Major Depressive Disorder (MDD).
Despite rapidly growing contributions, their findings have yet to be systematically …

A psychometric network perspective on the validity and validation of personality trait questionnaires

AP Christensen, H Golino… - European Journal of …, 2020 - journals.sagepub.com
This article reviews the causal implications of latent variable and psychometric network
models for the validation of personality trait questionnaires. These models imply different …

Visualizing psychological networks: A tutorial in R

PJ Jones, P Mair, RJ McNally - Frontiers in Psychology, 2018 - frontiersin.org
Networks have emerged as a popular method for studying mental disorders.
Psychopathology networks consist of aspects (eg, symptoms) of mental disorders (nodes) …

Psychological and neural responses to architectural interiors

A Coburn, O Vartanian, YN Kenett, M Nadal, F Hartung… - Cortex, 2020 - Elsevier
People spend considerable time within built environments. In this study, we tested two
hypotheses about the relationship between people and built environments. First, aesthetic …

The network approach to posttraumatic stress disorder: A systematic review

MS Birkeland, T Greene, TR Spiller - European Journal of …, 2020 - Taylor & Francis
Background: The empirical literature of network analysis studies of posttraumatic stress
symptoms (PTSS) has grown rapidly over the last years. Objective: We aimed to assess the …

Reopening openness to experience: A network analysis of four openness to experience inventories

AP Christensen, KN Cotter, PJ Silvia - Journal of personality …, 2019 - Taylor & Francis
Openness to Experience is a complex trait, the taxonomic structure of which has been widely
debated. Previous research has provided greater clarity of its lower order structure by …

Looking up at the curious personality: Individual differences in curiosity and openness to experience

PJ Silvia, AP Christensen - Current Opinion in Behavioral Sciences, 2020 - Elsevier
The study of trait curiosity—individual differences in curious thoughts, feelings, and actions—
sorts into two approaches. One looks downward by unpacking and differentiating trait …