Network analysis of multivariate data in psychological science
In recent years, network analysis has been applied to identify and analyse patterns of
statistical association in multivariate psychological data. In these approaches, network …
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
The network approach to psychopathology posits that mental disorders can be
conceptualized and studied as causal systems of mutually reinforcing symptoms. This …
conceptualized and studied as causal systems of mutually reinforcing symptoms. This …
[HTML][HTML] Psychopathological networks: Theory, methods and practice
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 …
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.
Statistical network models describing multivariate dependency structures in psychological
data have gained increasing popularity. Such comparably novel statistical techniques …
data have gained increasing popularity. Such comparably novel statistical techniques …
What do centrality measures measure in psychological networks?
Centrality indices are a popular tool to analyze structural aspects of psychological networks.
As centrality indices were originally developed in the context of social networks, it is unclear …
As centrality indices were originally developed in the context of social networks, it is unclear …
Lack of theory building and testing impedes progress in the factor and network literature
EI Fried - Psychological Inquiry, 2020 - Taylor & Francis
The applied social science literature using factor and network models continues to grow
rapidly. Most work reads like an exercise in model fitting, and falls short of theory building …
rapidly. Most work reads like an exercise in model fitting, and falls short of theory building …
A network theory of mental disorders
D Borsboom - World psychiatry, 2017 - Wiley Online Library
In recent years, the network approach to psychopathology has been advanced as an
alternative way of conceptualizing mental disorders. In this approach, mental disorders arise …
alternative way of conceptualizing mental disorders. In this approach, mental disorders arise …
A review of approaches and models in psychopathology conceptualization research
Mental disorder classification provides a definitional framework that underlies applied
clinical and research efforts to understand, assess, predict, prevent and ameliorate the …
clinical and research efforts to understand, assess, predict, prevent and ameliorate the …
Comparing network structures on three aspects: A permutation test.
CD Van Borkulo, R van Bork, L Boschloo… - Psychological …, 2023 - psycnet.apa.org
Network approaches to psychometric constructs, in which constructs are modeled in terms of
interactions between their constituent factors, have rapidly gained popularity in psychology …
interactions between their constituent factors, have rapidly gained popularity in psychology …
Network analysis: a brief overview and tutorial
D Hevey - Health psychology and behavioral medicine, 2018 - Taylor & Francis
Objective: The present paper presents a brief overview on network analysis as a statistical
approach for health psychology researchers. Networks comprise graphical representations …
approach for health psychology researchers. Networks comprise graphical representations …