A graph theory based similarity metric enables comparison of subpopulation psychometric networks.
Network psychometrics leverages pairwise Markov random fields to depict conditional
dependencies among a set of psychological variables as undirected edge-weighted graphs …
dependencies among a set of psychological variables as undirected edge-weighted graphs …
Integrating personalized experience sampling in psychotherapy: A case illustration of the Therap-i module
Background The experience sampling methodology (ESM) is increasingly being suggested
as a clinical tool in mental health care, as it offers ecologically valid, microlevel information …
as a clinical tool in mental health care, as it offers ecologically valid, microlevel information …
Using person-specific networks in psychotherapy: challenges, limitations, and how we could use them anyway
Background The complexity of psychopathology is evident from its multifactorial etiology and
diversity of symptom profiles and hampers effective treatment. In psychotherapy, therapists …
diversity of symptom profiles and hampers effective treatment. In psychotherapy, therapists …
Group and longitudinal intra-individual networks of eating disorder symptoms in adolescents and young adults at-risk for an eating disorder
Several studies have identified risk factors that predict future onset of eating disorders (ED)
in adolescence, however, it is currently unknown how specific ED symptom dynamics …
in adolescence, however, it is currently unknown how specific ED symptom dynamics …
Emotion network density is a potential clinical marker for anxiety and depression: Comparison of ecological momentary assessment and daily diary
Objectives Using two intensive longitudinal data sets with different timescales (90 minutes,
daily), we examined emotion network density, a metric of emotional inflexibility, as a …
daily), we examined emotion network density, a metric of emotional inflexibility, as a …
[HTML][HTML] The network structure of depressive symptomatology in Peruvian adults with arterial hypertension
C Ramos-Vera, J Banos-Chaparro… - …, 2021 - ncbi.nlm.nih.gov
Background: Globally, arterial hypertension (AH) has increased by 90% over the last four
decades, and has increased by 1.6% in Peru over the previous four years. Scientific …
decades, and has increased by 1.6% in Peru over the previous four years. Scientific …
[HTML][HTML] Integrating clinician and patient case conceptualization with momentary assessment data to construct idiographic networks: Moving toward personalized …
J Burger, C Ralph-Nearman, CA Levinson - Behaviour Research and …, 2022 - Elsevier
Eating disorders are serious psychiatric illnesses with treatments ineffective for about 50% of
individuals due to high heterogeneity of symptom presentation even within the same …
individuals due to high heterogeneity of symptom presentation even within the same …
Network estimation from time series and panel data
This chapter discusses how to estimate graphical vector auto-regression (GVAR) network
models from time series and panel data. The GVAR model can be used to estimate temporal …
models from time series and panel data. The GVAR model can be used to estimate temporal …
Integrating theory-based and data-driven methods to case conceptualization: A functional analysis approach with ecological momentary assessment
S Scholten, T Lischetzke… - Psychotherapy …, 2022 - Taylor & Francis
Objective Ecological momentary assessment (EMA) and network analysis are promising
empirical developments for psychotherapy research and practice, but they lack a therapeutic …
empirical developments for psychotherapy research and practice, but they lack a therapeutic …
A complex network approach to clinical science
SG Hofmann, J Curtiss - European journal of clinical …, 2018 - Wiley Online Library
Contemporary classification systems assume that psychiatric disorders are expressions of
latent disease entities. However, some critics point to the comorbidity problem and other …
latent disease entities. However, some critics point to the comorbidity problem and other …