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 …

[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 …

Reporting standards for psychological network analyses in cross-sectional data.

J Burger, AM Isvoranu, G Lunansky… - Psychological …, 2023 - psycnet.apa.org
Statistical network models describing multivariate dependency structures in psychological
data have gained increasing popularity. Such comparably novel statistical techniques …

A network analysis approach to the relationship between fear of missing out (FoMO), smartphone addiction, and social networking site use among a sample of …

L Li, Z Niu, S Mei, MD Griffiths - Computers in Human Behavior, 2022 - Elsevier
Background and aims Previous research has explored the relationship between fear of
missing out (FoMO), social network site (SNS) use, and/or smartphone addiction by …

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 …

Unraveling the comorbidity of depression and anxiety in a large inpatient sample: Network analysis to examine bridge symptoms

T Kaiser, P Herzog, U Voderholzer… - Depression and …, 2021 - Wiley Online Library
Background Comorbidities in mental disorders are often understood by assuming a common
cause. The network theory of mental disorders offers an alternative to this assumption by …

Network analysis of internet addiction and depression among Chinese college students during the COVID-19 pandemic: a longitudinal study

Y Zhao, D Qu, S Chen, X Chi - Computers in Human Behavior, 2022 - pmc.ncbi.nlm.nih.gov
Background There has been growing evidence of comorbidity between internet addiction
and depression in youth during the COVID-19 period. According to the network theory, this …

Psychological distress associated with the COVID-19 lockdown: A two-wave network analysis

M Di Blasi, S Gullo, E Mancinelli, MF Freda… - Journal of affective …, 2021 - Elsevier
Background Although preliminary research has evidenced negative psychological
consequences of the COVID-19 pandemic among the general population, little research has …

Network analysis of anxiety and depressive symptoms among nursing students during the COVID-19 pandemic

W Bai, HT **, Q Zhu, M Ji, H Zhang, BX Yang… - Journal of affective …, 2021 - Elsevier
Background: The 2019 coronavirus disease (COVID-19) pandemic has impacted the mental
health and well-being of medical personnel, including nursing students. Network analysis …