Personalized models of personality disorders: Using a temporal network method to understand symptomatology and daily functioning in a clinical sample

HL Dotterer, AM Beltz, KT Foster, LJ Simms… - Psychological …, 2020 - cambridge.org
… , and contrast with structural models of psychopathology that are … and diminutions of pathology
over time (Forbes et al., 2017). … network modeling technique that maps contemporaneous

Personalized models of psychopathology

AGC Wright, WC Woods - Annual review of clinical psychology, 2020 - annualreviews.org
… that we have covered here reduce the data to contemporaneous and lagged (usually just
lag-of-one time-point) associations. Moreover, they all assume stationarity and equilibrium (ie, …

[HTML][HTML] Person-specific networks in psychopathology: Past, present, and future

LF Bringmann - Current opinion in psychology, 2021 - Elsevier
… field of psychopathology closer to personalized care [10,11]. … models do not allow for changes
over time in the network … other modeling choices (eg, the inclusion of contemporaneous

[HTML][HTML] A new science of mental disorders: Using personalised, transdiagnostic, dynamical systems to understand, model, diagnose and treat psychopathology

A Roefs, EI Fried, M Kindt, C Martijn, B Elzinga… - … Research and Therapy, 2022 - Elsevier
… -level contemporaneous (time point t) and temporal (from timemodels assume that the
network structure does not change over time (assumption of stationarity), whereas an important

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

LF Bringmann, C Albers, C Bockting… - … Research and Therapy, 2022 - Elsevier
… In this paper, we refer to such networks as temporal networks. … point to the next) and
representations of contemporaneous … the network approach as one road into personalized clinical …

[HTML][HTML] Relating stability of individual dynamical networks to change in psychopathology

S van der Tuin, RHA Hoekstra, SH Booij… - Plos One, 2023 - journals.plos.org
… of individual contemporaneous symptom networks over a one… symptom networks over time
with changes in psychopathology in a … Personalized ESM monitoring and feedback to support …

Personalized models of psychopathology as contextualized dynamic processes: An example from individuals with borderline personality disorder.

WC Woods, C Arizmendi, KM Gates… - Journal of Consulting …, 2020 - psycnet.apa.org
importance of focusing on the transdiagnostic elements of heterogeneity, variation across
time … interpersonal situations, such that contemporaneous associations are those that capture …

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
network based on multiple time points to be based on ‘time-series’ data, thus incorporating
change score networks … , and can be used to inform contemporaneous and temporal (lagged) …

The current status of temporal network analysis for clinical science: Considerations as the paradigm shifts?

DG Jordan, ES Winer, T Salem - Journal of clinical psychology, 2020 - Wiley Online Library
… medical conceptualization of psychopathology. See Figure 1 for … importance of both temporal
and contemporaneous effects in … are a potentially revolutionary way to inform personalized

A clinical PREMISE for personalized models: Toward a formal integration of case formulations and statistical networks.

J Burger, S Epskamp, DC van der Veen… - … of Psychopathology …, 2022 - psycnet.apa.org
temporal or contemporaneous relationships) or statistical model (ie, Bayesian VAR) used in
this paper. As such, it is important … to establishing personalized models survives issues of the …