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 …

Multidimensional tropical forest recovery

L Poorter, D Craven, CC Jakovac, MT Van Der Sande… - Science, 2021 - science.org
Tropical forests disappear rapidly because of deforestation, yet they have the potential to
regrow naturally on abandoned lands. We analyze how 12 forest attributes recover during …

COVID stress syndrome: Concept, structure, and correlates

S Taylor, CA Landry, MM Paluszek… - Depression and …, 2020 - Wiley Online Library
Background Research shows that the COVID Stress Scales have a robust multifactorial
structure, representing five correlated facets of COVID‐19‐related distress:(a) Fear of the …

Morality beyond the WEIRD: How the nomological network of morality varies across cultures.

M Atari, J Haidt, J Graham, S Koleva… - Journal of Personality …, 2023 - psycnet.apa.org
Moral foundations theory has been a generative framework in moral psychology in the last 2
decades. Here, we revisit the theory and develop a new measurement tool, the Moral …

Negative attitudes about facemasks during the COVID-19 pandemic: The dual importance of perceived ineffectiveness and psychological reactance

S Taylor, GJG Asmundson - Plos one, 2021 - journals.plos.org
This study reports a comprehensive empirical investigation of the nature and correlates of
anti-mask attitudes during the COVID-19 pandemic. Accumulating evidence underscores the …

[HTML][HTML] Psychopathological networks: Theory, methods and practice

LF Bringmann, C Albers, C Bockting… - … Research and Therapy, 2022 - Elsevier
In recent years, network approaches to psychopathology have sparked much debate and
have had a significant impact on how mental disorders are perceived in the field of clinical …

Realistic precision and accuracy of online experiment platforms, web browsers, and devices

A Anwyl-Irvine, ES Dalmaijer, N Hodges… - Behavior research …, 2021 - Springer
Due to increasing ease of use and ability to quickly collect large samples, online
behavioural research is currently booming. With this popularity, it is important that …

Network analysis of psychopathology: controversies and challenges

RJ McNally - Annual review of clinical psychology, 2021 - annualreviews.org
Empirical publications inspired by the network approach to psychopathology have increased
exponentially in the twenty-first century. The central idea that an episode of mental disorder …

Bridge centrality: a network approach to understanding comorbidity

PJ Jones, R Ma, RJ McNally - Multivariate behavioral research, 2021 - Taylor & Francis
Recently, researchers in clinical psychology have endeavored to create network models of
the relationships between symptoms, both within and across mental disorders. Symptoms …