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 …
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 …
exponentially in the twenty-first century. The central idea that an episode of mental disorder …
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 …
Experience sampling methodology in mental health research: new insights and technical developments
In the mental health field, there is a growing awareness that the study of psychiatric
symptoms in the context of everyday life, using experience sampling methodology (ESM) …
symptoms in the context of everyday life, using experience sampling methodology (ESM) …
Complex affect dynamics add limited information to the prediction of psychological well-being
Over the years, many studies have demonstrated a relation between emotion dynamics and
psychological well-being. Because our emotional life is inherently time-dynamic,,,–, affective …
psychological well-being. Because our emotional life is inherently time-dynamic,,,–, affective …
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 primer on two-level dynamic structural equation models for intensive longitudinal data in Mplus.
D McNeish, EL Hamaker - Psychological methods, 2020 - psycnet.apa.org
Technological advances have led to an increase in intensive longitudinal data and the
statistical literature on modeling such data is rapidly expanding, as are software capabilities …
statistical literature on modeling such data is rapidly expanding, as are software capabilities …