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 …

The network approach to psychopathology: A review of the literature 2008–2018 and an agenda for future research

DJ Robinaugh, RHA Hoekstra, ER Toner… - Psychological …, 2020 - cambridge.org
The network approach to psychopathology posits that mental disorders can be
conceptualized and studied as causal systems of mutually reinforcing symptoms. This …

Investigating the performance of exploratory graph analysis and traditional techniques to identify the number of latent factors: A simulation and tutorial.

H Golino, D Shi, AP Christensen, LE Garrido… - Psychological …, 2020 - psycnet.apa.org
Exploratory graph analysis (EGA) is a new technique that was recently proposed within the
framework of network psychometrics to estimate the number of factors underlying …

Cognitive network science: A review of research on cognition through the lens of network representations, processes, and dynamics

CSQ Siew, DU Wulff, NM Beckage, YN Kenett - Complexity, 2019 - Wiley Online Library
Network science provides a set of quantitative methods to investigate complex systems,
including human cognition. Although cognitive theories in different domains are strongly …

[HTML][HTML] FTX's downfall and Binance's consolidation: The fragility of centralised digital finance

D Vidal-Tomás, A Briola, T Aste - Physica A: Statistical Mechanics and Its …, 2023 - Elsevier
This paper investigates the causes and the consequences of the FTX digital currency
exchange's failure in November 2022. Analysing on-chain data, we report that FTX heavily …

[HTML][HTML] Estimating the stability of psychological dimensions via bootstrap exploratory graph analysis: A Monte Carlo simulation and tutorial

AP Christensen, H Golino - Psych, 2021 - mdpi.com
Exploratory Graph Analysis (EGA) has emerged as a popular approach for estimating the
dimensionality of multivariate data using psychometric networks. Sampling variability …

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 …

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 …

[HTML][HTML] Predicting student well-being: Network analysis based on PISA 2018

E Govorova, I Benítez, J Muñiz - International Journal of Environmental …, 2020 - mdpi.com
The latest trends in research extend the focus of school effectiveness beyond students'
acquisition of knowledge and skills, looking at aspects such as well-being in the academic …

Possible futures for network psychometrics

D Borsboom - Psychometrika, 2022 - cambridge.org
This commentary reflects on the articles included in the Psychometrika Special Issue on
Network Psychometrics in Action. The contributions to the special issue are related to …