Moving Forward: Challenges and Directions for Psychopathological Network Theory and Methodology

No abstract is available for this paper.

• Publication year

  2017

• Venue

  Perspectives on Psychological Science

• Publication date

  2017-09-05

• Fields of study

  Medicine, Psychology

• Identifiers
  DOI 10.1177/1745691617705892PMID 28873325
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Graphical Models

  2020influential reference
• Internet Gaming Disorder as a formative construct: Implications for conceptualization and measurement

  2017cited by this paper
• Can We Jump from Cross-Sectional to Dynamic Interpretations of Networks Implications for the Network Perspective in Psychiatry

  2017cited by this paper
• A network analysis of DSM-5 posttraumatic stress disorder symptoms and correlates in U.S. military veterans.

  2017cited by this paper
• චත්තාරික සමය හා බැඳි සාම්ප්රධායික පසන් ගායන ශෛලිය පිළිබඳ අධ්යයනයක් (Unpublished doctoral dissertation)

  2017cited by this paper
• A network theory of mental disorders

  2017influential reference
• A network approach to the comorbidity between posttraumatic stress disorder and major depressive disorder: The role of overlapping symptoms.

  2017cited by this paper
• Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning

  2017cited by this paper
• Changing Dynamics: Time-Varying Autoregressive Models Using Generalized Additive Modeling

  2017cited by this paper
• Network Models of DSM–5 Posttraumatic Stress Disorder: Implications for ICD–11

  2017cited by this paper
• Co-morbid obsessive–compulsive disorder and depression: a Bayesian network approach

  2017cited by this paper
• Mapping the manuals of madness: Comparing the ICD‐10 and DSM‐IV‐TR using a network approach

  2016cited by this paper
• US mental-health chief: psychiatry must get serious about mathematics

  2016cited by this paper
• A Tutorial on Regularized Partial Correlation Networks

  2016influential reference
• The association of posttraumatic stress disorder, complex posttraumatic stress disorder, and borderline personality disorder from a network analytical perspective.

  2016cited by this paper
• Network Psychometrics.

  2016cited by this paper
• Critical Slowing Down as a Personalized Early Warning Signal for Depression

  2016cited by this paper
• How to compare cross-lagged associations in a multilevel autoregressive model.

  2016cited by this paper
• Major Depression as a Complex Dynamic System

  2016cited by this paper
• Using Raw VAR Regression Coefficients to Build Networks can be Misleading

  2016cited by this paper
• Screening for depression in primary care: a Rasch analysis of the PHQ-9

  2016cited by this paper
• The network structure of psychopathology in a community sample of preadolescents.

  2016cited by this paper
• The identification of symptom-based subtypes of depression: A nationally representative cohort study.

  2016cited by this paper
• A Prospective Study on How Symptoms in a Network Predict the Onset of Depression

  2016cited by this paper
• Can network analysis transform psychopathology?

  2016cited by this paper
• Clustering Vector Autoregressive Models: Capturing Qualitative Differences in Within-Person Dynamics

  2016cited by this paper
• Network analysis of substance abuse and dependence symptoms.

  2016cited by this paper
• What are 'good' depression symptoms? Comparing the centrality of DSM and non-DSM symptoms of depression in a network analysis.

  2016cited by this paper
• Stability and fluctuation of personality disorder features in daily life.

  2016cited by this paper
• Generalized Network Psychometrics: Combining Network and Latent Variable Models

  2016cited by this paper
• Estimating psychological networks and their accuracy: A tutorial paper

  2016influential reference
• An integrative network approach to social anxiety disorder: The complex dynamic interplay among attentional bias for threat, attentional control, and symptoms.

  2016cited by this paper
• Network analysis of depression and anxiety symptom relationships in a psychiatric sample

  2016cited by this paper
• Group-Level Symptom Networks in Depression.

  2016cited by this paper
• Measuring depression over time . . . Or not? Lack of unidimensionality and longitudinal measurement invariance in four common rating scales of depression.

  2016cited by this paper
• Mental disorders as networks of problems: a review of recent insights

  2016cited by this paper
• Structure estimation for mixed graphical models in high-dimensional data

  2015cited by this paper
• State of the aRt personality research: A tutorial on network analysis of personality data in R

  2015cited by this paper
• The differential influence of life stress on individual symptoms of depression

  2015cited by this paper
• Subcortical brain alterations in major depressive disorder: findings from the ENIGMA Major Depressive Disorder working group

  2015cited by this paper
• A Network Approach to Bipolar Symptomatology in Patients with Different Course Types

  2015cited by this paper
• The Economics of Reproducibility in Preclinical Research

  2015cited by this paper
• Evidence that environmental and genetic risks for psychotic disorder may operate by impacting on connections between core symptoms of perceptual alteration and delusional ideation.

  2015cited by this paper
• Estimating the reproducibility of psychological science

  2015cited by this paper
• Association of Symptom Network Structure With the Course of [corrected] Depression.

  2015cited by this paper
• Problematic assumptions have slowed down depression research: why symptoms, not syndromes are the way forward

  2015influential reference
• Depression sum-scores don’t add up: why analyzing specific depression symptoms is essential

  2015influential reference
• Unpacking Constructs: A Network Approach for Studying War Exposure, Daily Stressors and Post-Traumatic Stress Disorder

  2015cited by this paper
• The Network Structure of Symptoms of the Diagnostic and Statistical Manual of Mental Disorders

  2015cited by this paper
• Incorporating measurement error in n = 1 psychological autoregressive modeling

  2015cited by this paper
• Depression is not a consistent syndrome: An investigation of unique symptom patterns in the STAR*D study.

  2015influential reference
• Network analysis: a new perspective on personality psychology

  2015cited by this paper
• How many different ways do patients meet the diagnostic criteria for major depressive disorder?

  2015cited by this paper
• Symptom-specific course trajectories and their determinants in primary care patients with Major Depressive Disorder: Evidence for two etiologically distinct prototypes.

  2015cited by this paper
• Emotion-Network Density in Major Depressive Disorder

  2015cited by this paper
• From loss to loneliness: The relationship between bereavement and depressive symptoms.

  2015cited by this paper
• Emotion dysregulation mediates the relationship between trauma exposure, post-migration living difficulties and psychological outcomes in traumatized refugees.

  2015cited by this paper
• Micro-Level Affect Dynamics in Psychopathology Viewed From Complex Dynamical System Theory

  2015cited by this paper
• Toward a dynamic model of psychological assessment: Implications for personalized care.

  2015cited by this paper
• Revealing the dynamic network structure of the Beck Depression Inventory-II

  2014cited by this paper
• Emotion reactivity and regulation are associated with psychological functioning following the 2011 earthquake, tsunami, and nuclear crisis in Japan.

  2014cited by this paper
• Mental health: More than neurobiology

  2014cited by this paper
• A therapeutic application of the experience sampling method in the treatment of depression: a randomized controlled trial

  2014cited by this paper
• Network analysis of persistent complex bereavement disorder in conjugally bereaved adults.

  2014cited by this paper
• “Critical slowing down in depression” is a great idea that still needs empirical proof

  2014cited by this paper
• Endogenous Selection Bias: The Problem of Conditioning on a Collider Variable.

  2014cited by this paper
• A new method for constructing networks from binary data

  2014cited by this paper
• Quantifying heterogeneity attributable to polythetic diagnostic criteria: theoretical framework and empirical application.

  2014cited by this paper
• The Impact of Individual Depressive Symptoms on Impairment of Psychosocial Functioning

  2014cited by this paper
• Glutamate drugs and pharmacogenetics of OCD: a pathway-based exploratory approach

  2013cited by this paper
• Critical slowing down as early warning for the onset and termination of depression

  2013cited by this paper
• A Network Approach to Psychopathology: New Insights into Clinical Longitudinal Data

  2013cited by this paper
• Network analysis: an integrative approach to the structure of psychopathology.

  2013cited by this paper
• Deconstructing the construct: A network perspective on psychological phenomena

  2013cited by this paper
• 636,120 Ways to Have Posttraumatic Stress Disorder

  2013cited by this paper
• Overt irritability/anger in unipolar major depressive episodes: past and current characteristics and implications for long-term course.

  2013cited by this paper
• Diagnostic and Statistical Manual of Mental Disorders

  2013cited by this paper
• DSM-5 field trials in the United States and Canada, Part II: test-retest reliability of selected categorical diagnoses.

  2013cited by this paper
• Qgraph: Network visualizations of relationships in psychometric data

  2012cited by this paper
• The Ontology of Posttraumatic Stress Disorder: Natural Kind, Social Construction, or Causal System?

  2012influential reference
• New perspectives in glutamate and anxiety.

  2012cited by this paper
• Group search algorithm recovers effective connectivity maps for individuals in homogeneous and heterogeneous samples

  2012cited by this paper
• Detecting Causality in Complex Ecosystems

  2012cited by this paper
• Drug development: Raise standards for preclinical cancer research

  2012cited by this paper
• Dimensions of Normal Personality as Networks in Search of Equilibrium: You Can't like Parties if you Don't like People

  2012cited by this paper
• Towards a glutamate hypothesis of depression: an emerging frontier of neuropsychopharmacology for mood disorders.

  2012cited by this paper
• Glutamate Neurocircuitry: Theoretical Underpinnings in Schizophrenia

  2012cited by this paper
• The Small World of Psychopathology

  2011cited by this paper
• Interleukin 28B gene variation at rs12979860 determines early viral kinetics during treatment in patients carrying genotypes 2 or 3 of hepatitis C virus.

  2011cited by this paper
• The pathoplasticity of dysphoric episodes: differential impact of stressful life events on the pattern of depressive symptom inter-correlations

  2011cited by this paper
• A prospective cohort study investigating factors associated with depression during medical internship.

  2010cited by this paper
• Node centrality in weighted networks: Generalizing degree and shortest paths

  2010cited by this paper
• Comorbidity: A network perspective

  2010cited by this paper
• Research domain criteria (RDoC): toward a new classification framework for research on mental disorders.

  2010cited by this paper
• What kinds of things are psychiatric disorders?

  2010cited by this paper
• Multisite randomized trial of behavioral interventions for women with co-occurring PTSD and substance use disorders.

  2009cited by this paper
• Sparse inverse covariance estimation with the graphical lasso.

  2008cited by this paper
• Psychometric perspectives on diagnostic systems.

  2008cited by this paper
• Difference in treatment outcome in outpatients with anxious versus nonanxious depression: a STAR*D report.

  2008cited by this paper
• Functional organization of the transcriptome in human brain

  2008cited by this paper

• Mereology, Intentionality, and Cause: Three Reflections on the Assumptions of the Network Theory on Mental Disorders

  2026cites this paper
• The relationships between cognitive emotion regulation strategies and problematic smartphone use: A longitudinal network analysis in Chinese university students

  2026cites this paper
• Immediate and longitudinal transmission of depressive symptoms within the family at the within-person level: A temporal network analysis.

  2026cites this paper
• Measurement and Analysis of Situation as a Context Variable: A Feasibility Study using EMA and Network Modeling

  2026cites this paper
• Mapping Symptom Complexity in Dementia With Lewy Bodies: A Network Analysis Approach.

  2026cites this paper
• The network structure of autistic traits, executive function, prosopagnosia and social anxiety

  2026cites this paper
• Understanding co-occurring somatic and psychological symptoms: A network comparison between Irish and Hong Kong Chinese adolescents.

  2026cites this paper
• Core symptoms and potential pathways of multidimensional frailty: a nationwide population-based study integrating network analysis and directed acyclic graphs.

  2026cites this paper
• Personality Perspective on Moral Injury Among Chinese Healthcare Workers: A Network Analysis.

  2026cites this paper
• Mental Health Professionals' Attitudes Towards the Network Theory of Mental Disorders.

  2026cites this paper
• The longitudinal network of social and emotional development in middle childhood

  2026cites this paper
• Exploring the comorbid network of academic burnout and academic procrastination and its relations to social-emotional competence among Chinese 12th grade students: a perspective of psychological resource depletion and replenishment

  2026cites this paper
• A Network Analysis of Panic Disorder, Agoraphobia, and Generalized Anxiety Disorder in 463 Patients From a Psychiatric Hospital

  2026cites this paper
• A Network Analysis of Inner Strength Among University Students with Borderline Personality Disorder Symptoms.

  2026cites this paper
• Network Analysis of Triarchic Psychopathy Measure (TriPM) and Other Self Report Measures of Psychopathy.

  2026cites this paper
• Hippocampus in the symptom architecture of schizophrenia spectrum disorders: A network analysis approach.

  2026cites this paper
• Exploring the inter-factor network of psychological abuse, life-event stress, and suicidal behavior: evidence from Chinese college students

  2026cites this paper
• Symptom Networks in Depression: Temporal Dynamics of Mood, Cognition, and Behavior During Treatment

  2026cites this paper
• A cross-lagged prospective network analysis of deviant peer affiliation and phubbing in adolescents

  2026cites this paper
• A network analysis of body dysmorphic and obsessive-compulsive symptoms among individuals with and without exposure to trauma.

  2025cites this paper
• A Systematic Scoping Review of Fully Idiographic Network Analysis in Mental Health

  2025cites this paper
• Cross-sectional and longitudinal network analyses depict variations of symptom networks in depression patients across the lifespan: insight from a large-scale sample

  2025influential citation
• Gender Differences in Psychosocial Pathways to Depression and Anxiety: Cross-Sectional and Bayesian Causal Network Study

  2025cites this paper
• Gender specific associations between potentially traumatic life events and mental health

  2025cites this paper
• Comparing depressive symptom representation between individuals with cancer, non-cancer controls and healthy individuals: A network approach.

  2025cites this paper
• Social Context Matters for Turn‐Taking Dynamics: A Comparative Study of Autistic and Typically Developing Children

  2025cites this paper
• Core features of positive mental health in adolescents and their protective role against psychopathology

  2025cites this paper
• A Network Analysis of the Relationship between Dark Triad Traits and Social Media Addiction in Adults

  2025cites this paper
• Network analysis of the association between social anxiety and problematic smartphone use in college students

  2025cites this paper
• Job Burnout, Career Satisfaction, Perceived Organizational Support, and Perceived Social Support among Chinese Teachers: A Network Analysis

  2025cites this paper
• Unveiling the Hierarchical Network of Sleep Quality Determinants: Linking Behavioral, Environmental, and Psychosocial Pathways

  2025cites this paper
• Anhedonia Relates to Increased Psychomotor Retardation Using an Instrumental Handwriting-Based Measure

  2025cites this paper
• From childhood trauma to complex PTSD: a network analysis

  2025cites this paper
• An investigation into in-sample and out-of-sample model selection for nonstationary autoregressive models.

  2025cites this paper
• Mobile phone dependency and subclinical depressive-anxiety symptom co-occurrence in college students: a cross-lagged panel network analysis

  2025cites this paper
• The relationships among the meaning of life, coping styles, and suicidal ideation: a network analysis

  2025cites this paper
• Advancing Mental Health Research with Graph Neural Networks: A Comprehensive Survey

  2025cites this paper
• Revisiting the IPIP-NEO personality hierarchy with taxonomic graph analysis

  2025cites this paper
• Loneliness and depressive symptoms in institutionally isolated Polish adolescents explored through network psychometrics

  2025cites this paper
• Stress, loneliness, depression, anxiety and problematic smartphone use among a sample of Syrian refugee adolescents: a network approach

  2025cites this paper
• Network analysis used to investigate the symptoms of cancer patients during chemotherapy: a scoping review

  2025cites this paper
• Mapping the links between problematic smartphone use, exercise procrastination, and self-control: a network analysis

  2025cites this paper
• Network Parameters of Mental Health Concerns in Adolescents: An Examination of Age and Sex Differences.

  2025cites this paper
• Uncovering the depressive symptom network in self-harming rural children: a Bayesian undirected network analysis

  2025cites this paper
• The network linking daytime sleepiness, chronotype, and emotional distress is bridged by anxiety and depression in young adults

  2025cites this paper
• Co-Occurrence of Depression, Anxiety, and Burnout: A Cross-Sectional Network Analysis.

  2025cites this paper
• The Core Extrusion Schema, Psychological Inflexibility and Social Anxiety Symptoms in Adolescents: A Network Analysis

  2025cites this paper
• Exploring interrelationships between cognition, functioning and quality of life in schizophrenia spectrum disorders: a Bayesian analysis of networks.

  2025cites this paper
• Teachers’ Readiness to Implement Robotics in Education: Validation and Measurement Invariance of TRi-Robotics Scale via Confirmatory Factor Analysis and Network Psychometrics

  2025cites this paper
• Dynamic Interactions Among Sleep Duration, Cognitive Function, and Depressive Symptoms in Middle-Aged and Older Chinese Adults: Temporal Network Analysis From CHARLS

  2025cites this paper
• Average or extraordinary? A tale of two studied samples’ anxiety related recovery work after COVID-19

  2025cites this paper
• Understanding job demands and resources through network analysis: insights into workplace interconnectivity.

  2025cites this paper
• Gender differences in parent-child alienation and its relationship to depressive symptoms in left-behind children: a comparative analysis of undirected and directed networks

  2025cites this paper
• Statistical evidence in psychological networks

  2025cites this paper
• Nettverksperspektivet versus essensmodeller i behandling av emosjonelle lidelser – teori og kliniske implikasjoner

  2025cites this paper
• An Idionomic Network Analysis of Trichotillomania Treatment Processes: Gathering Group-Level and Individual-Level Insights to Inform a Personalized Therapeutic Framework.

  2025cites this paper
• Solution-Focused Cognitive Group Intervention in Facilitating Benefit Finding of Petitioners

  2025cites this paper
• Association of quality of life in older patients with breast cancer: a cross-sectional study from China

  2025cites this paper
• The moderating effect of frailty on the network of depression, anxiety, and loneliness in community-dwelling older adults.

  2025cites this paper
• Symptom network analysis of insomnia-depression-anxiety-stigma in tuberculosis patients

  2025influential citation
• The relationship between college students’ Suicidal ideation and rejection sensitivity: a network analysis

  2025cites this paper
• Stress and Interpersonal Relationships in Medical Students During Public Health Emergencies: A Network Analysis

  2025cites this paper
• The impact of executive functions on English academic performance among Chinese primary school students: A network analysis

  2025cites this paper
• The component-to-trait relationship between intolerance of uncertainty and obsessive–compulsive personality traits: a network analysis

  2025cites this paper
• Examining the role of emotion regulation, anger, and anxiety in misophonia: A network model

  2025cites this paper
• Rethinking the core symptom of schizophrenia: An exploration of disorganized thought centrality in psychosis.

  2025cites this paper
• A network approach to dementia care burden: Exploring relationships between objective and subjective indicators of care burden in caregivers of community‐dwelling people with dementia

  2025cites this paper
• Daily mobility, greenspace exposure and affective states: A systematic review of studies that use mobile methods

  2025cites this paper
• Network Analysis of Basic Psychological Need Frustration and Depressive Symptoms Among Adolescents: A Longitudinal Study

  2025cites this paper
• Subclinical Psychiatric Symptomatology and a Proposed Diagnostic Criterion Separating Psychopathological Procrastinators From Trait Procrastinators.

  2025cites this paper
• Innovative Analysis of the Interconnected Network Structure Between Anxiety and Sleep Quality Among College Students

  2025cites this paper
• Exploring the Effects of Sampling Variability, Scale Variability, and Node Aggregation on the Consistency of Estimated Networks

  2025cites this paper
• A longitudinal network analysis of the relationship between love addiction, insecure attachment patterns, and interpersonal dependence

  2025cites this paper
• A network approach to lifestyle behaviors and health outcomes in people with mental illness: the MULTI+ study III

  2025cites this paper
• Uncovering the complex interactions of mental health symptoms in Chinese college students: insights from network analysis

  2025cites this paper
• Exploring the relationship between negative life events and emotional symptoms in adolescents using a network analysis

  2025cites this paper
• Gender-Specific Transmission of Depressive Symptoms in Chinese Families: A Cross-Lagged Panel Network Analysis Based on the China Family Panel Studies

  2025cites this paper
• Symptom heterogeneity in students with mild to severe depression symptomatology and their differential symptom-specific changes during an internet-based, guided cognitive behavioural therapy intervention

  2025cites this paper
• Narrative medicine in patients with cancer during intravenous antiblastic therapy: a qualitative study

  2025cites this paper
• Exploring problematic alcohol use patterns in mood disorders through network analysis

  2025cites this paper
• Novel tools for comparing the architecture of psychopathology between neurogenetic disorders: An application to X- versus Y-chromosome aneuploidy effects in males

  2025cites this paper
• Time-specific exploration of core symptoms in breast cancer: A cross-lagged panel network analysis.

  2025cites this paper
• A network approach to understanding the antecedents of teachers’ turnover intention: Linking job and personal resources, work engagement and burnout

  2025cites this paper
• Novel tools for comparing the architecture of psychopathology between neurogenetic disorders: An application to X- vs. Y-chromosome aneuploidy effects in males

  2025cites this paper
• Self-Compassion, Prolonged Grief, and Post-Traumatic Growth in Bereaved Young Adults: Network Analysis

  2025cites this paper
• Rest intolerance and associated factors among Chinese nursing students: a cross-sectional network analysis

  2025cites this paper
• Fibromyalgia and Depression: A Network Analysis Approach.

  2025cites this paper
• Comparison of depressive and anxiety symptom networks in maltreated and non-maltreated adolescents.

  2025cites this paper
• Fear of cancer recurrence and perceived pain in patients with breast cancer: A network analysis approach

  2025cites this paper
• The Association of Posttraumatic Stress Disorder, Complex Posttraumatic Stress Disorder and Depression: A Network Approach

  2025cites this paper
• Relationships between different components of intolerance of uncertainty and symptoms of obsessive–compulsive disorder: a network analysis

  2025cites this paper
• Revalidation of the Curiosity and Exploration Inventory-II (CEI-II) using network analysis

  2025cites this paper
• The interaction between problematic internet use, diet quality, and disordered eating risk in adolescents: a mediation and network analysis

  2025cites this paper
• Developing an AI-Enhanced Individualized Prediction Tool for Psychopathological Symptoms in Vietnam: A Study Protocol

  2025cites this paper
• A network approach to understanding bullying victimization and its co-occurrence with depressive symptoms among Chinese students in different developmental periods.

  2025cites this paper
• The gender difference in the comorbidity of chronic pain and depression, a longitudinal study.

  2025cites this paper
• The Potential of Personalized Post-Traumatic Stress Disorder Networks

  2025cites this paper
• The interplay between perceived fatigability, intrinsic capacity, and physical activity: network analysis in a British birth cohort study

  2025cites this paper
• A network approach to the relationship between adolescents' problem behaviors, psychological abuse and neglect, and school connectedness.

  2025cites this paper
• Exploring the co-occurrence of posttraumatic stress disorder symptoms and dysregulated positive emotion processes: A network analysis.

  2025cites this paper