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The network approach to psychopathology: a review of the literature 2008–2018 and an agenda for future research

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Association of Symptom Network Structure With the Course of Depression
inferredcites →https://doi.org/10.1001/jamapsychiatry.2015.3103openalex-snapshot
Group-Level Symptom Networks in Depression
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Group-Level Symptom Networks in Depression—Reply
inferredcites →https://doi.org/10.1001/jamapsychiatry.2016.3344openalex-snapshot
Networks and Nosology in Posttraumatic Stress Disorder
inferredcites →https://doi.org/10.1001/jamapsychiatry.2016.3470openalex-snapshot
Acute and Chronic Posttraumatic Stress Symptoms in the Emergence of Posttraumatic Stress Disorder
inferredcites →https://doi.org/10.1001/jamapsychiatry.2017.0001openalex-snapshot
Moving From Static to Dynamic Models of the Onset of Mental Disorder
inferredcites →https://doi.org/10.1001/jamapsychiatry.2017.0788openalex-snapshot
Understanding the Emergence of Chronic Posttraumatic Stress Disorder Through Acute Stress Symptom Networks
inferredcites →https://doi.org/10.1001/jamapsychiatry.2017.3561openalex-snapshot
Assessment of Symptom Network Density as a Prognostic Marker of Treatment Response in Adolescent Depression
inferredcites →https://doi.org/10.1001/jamapsychiatry.2018.2119openalex-snapshot
Emotional and Behavioral Symptom Network Structure in Elementary School Girls and Association With Anxiety Disorders and Depression in Adolescence and Early Adulthood
inferredcites →https://doi.org/10.1002/9781118489772.ch30openalex-snapshot
Network Psychometrics
inferredcites →https://doi.org/10.1002/eat.22836openalex-snapshot
Network analysis: An innovative framework for understanding eating disorder psychopathology
inferredcites →https://doi.org/10.1002/eat.22890openalex-snapshot
Social anxiety and eating disorder comorbidity and underlying vulnerabilities: Using network analysis to conceptualize comorbidity
inferredcites →https://doi.org/10.1002/jclp.20503openalex-snapshot
Psychometric perspectives on diagnostic systems
inferredcites →https://doi.org/10.1002/jclp.20506openalex-snapshot
Précis of ‘An Abductive Theory of Scientific Method’
inferredcites →https://doi.org/10.1002/mpr.1503openalex-snapshot
Mapping the manuals of madness: Comparing the ICD-10 and DSM-IV-TR using a network approach
inferredcites →https://doi.org/10.1002/nur.21784openalex-snapshot
Network Structure of Perinatal Depressive Symptoms in Latinas: Relationship to Stress and Reproductive Biomarkers
inferredcites →https://doi.org/10.1002/wps.20046openalex-snapshot
Beyond DSM and ICD: introducing “precision diagnosis” for psychiatry using momentary assessment technology
inferredcites →https://doi.org/10.1002/wps.20240openalex-snapshot
Psychiatric disorders: natural kinds made by the world or practical kinds made by us?
inferredcites →https://doi.org/10.1002/wps.20292openalex-snapshot
The nature of psychiatric disorders
inferredcites →https://doi.org/10.1002/wps.20375openalex-snapshot
A network theory of mental disorders
inferredcites →https://doi.org/10.1002/wps.20514openalex-snapshot
Beyond the “at risk mental state” concept: transitioning to transdiagnostic psychiatry
inferredcites →https://doi.org/10.1002/wps.20515openalex-snapshot
Robustness and replicability of psychopathology networks
inferredcites →https://doi.org/10.1007/bf00385837openalex-snapshot
Realism, anti-foundationalism and the enthusiasm for natural kinds
inferredcites →https://doi.org/10.1007/s00127-015-1012-7openalex-snapshot
Latent variable and network models of comorbidity: toward an empirically derived nosology
inferredcites →https://doi.org/10.1007/s00127-016-1319-zopenalex-snapshot
Mental disorders as networks of problems: a review of recent insights
inferredcites →https://doi.org/10.1007/s00127-016-1335-zopenalex-snapshot
Mental disorders as networks: some cautionary reflections on a promising approach
inferredcites →https://doi.org/10.1007/s00127-018-1506-1openalex-snapshot
Cross-sectional networks of depressive symptoms before and after antidepressant medication treatment
inferredcites →https://doi.org/10.1007/s10608-017-9876-3openalex-snapshot
Social Anxiety Disorder as a Densely Interconnected Network of Fear and Avoidance for Social Situations
inferredcites →https://doi.org/10.1007/s10803-014-2204-9openalex-snapshot
Repetitive Behaviors in Autism and Obsessive–Compulsive Disorder: New Perspectives from a Network Analysis
inferredcites →https://doi.org/10.1007/s10803-014-2225-4openalex-snapshot
Autism Biomarkers: Challenges, Pitfalls and Possibilities
inferredcites →https://doi.org/10.1007/s11017-015-9321-0openalex-snapshot
Psychiatric comorbidity: fact or artifact?
inferredcites →https://doi.org/10.1007/s11023-017-9434-5openalex-snapshot
Reduction Without Elimination: Mental Disorders as Causally Efficacious Properties
inferredcites →https://doi.org/10.1007/s11336-017-9557-xopenalex-snapshot
Generalized Network Psychometrics: Combining Network and Latent Variable Models
inferredcites →https://doi.org/10.1007/s11336-018-9610-4openalex-snapshot
Robust Measurement via A Fused Latent and Graphical Item Response Theory Model
inferredcites →https://doi.org/10.1007/s11336-020-09697-3openalex-snapshot
Psychometric Network Models from Time-Series and Panel Data
inferredcites →https://doi.org/10.1007/s11920-018-0930-yopenalex-snapshot
Network Analysis as an Alternative Approach to Conceptualizing Eating Disorders: Implications for Research and Treatment
inferredcites →https://doi.org/10.1016/0005-7967(86)90011-2openalex-snapshot
A cognitive approach to panic
inferredcites →https://doi.org/10.1016/j.beth.2014.03.001openalex-snapshot
Toward a Cognitive-Behavioral Classification System for Mental Disorders
inferredcites →https://doi.org/10.1016/j.brat.2016.06.006openalex-snapshot
Can network analysis transform psychopathology?
inferredcites →https://doi.org/10.1016/j.cpr.2015.06.007openalex-snapshot
Network destabilization and transition in depression: New methods for studying the dynamics of therapeutic change
inferredcites →https://doi.org/10.1016/j.cpr.2018.05.006openalex-snapshot
Mechanisms underlying the association between insomnia, anxiety, and depression in adolescence: Implications for behavioral sleep interventions
inferredcites →https://doi.org/10.1016/j.dr.2005.10.005openalex-snapshot
Timing is everything: Developmental psychopathology from a dynamic systems perspective☆
inferredcites →https://doi.org/10.1016/j.jaac.2017.05.021openalex-snapshot
The Network Structure of Posttraumatic Stress Symptoms in Children and Adolescents Exposed to Disasters
inferredcites →https://doi.org/10.1016/j.jad.2015.09.005openalex-snapshot
What are 'good' depression symptoms? Comparing the centrality of DSM and non-DSM symptoms of depression in a network analysis
inferredcites →https://doi.org/10.1016/j.jad.2016.10.019openalex-snapshot
The 52 symptoms of major depression: Lack of content overlap among seven common depression scales
inferredcites →https://doi.org/10.1016/j.jad.2017.10.038openalex-snapshot
Robust symptom networks in recurrent major depression across different levels of genetic and environmental risk
inferredcites →https://doi.org/10.1016/j.jad.2017.11.032openalex-snapshot
The centrality of DSM and non-DSM depressive symptoms in Han Chinese women with major depression
inferredcites →https://doi.org/10.1016/j.jad.2017.12.043openalex-snapshot
Evaluating the stability of DSM-5 PTSD symptom network structure in a national sample of U.S. military veterans
inferredcites →https://doi.org/10.1016/j.jad.2018.07.021openalex-snapshot
The interrelations among aspects of dyspnea and symptoms of depression in COPD patients – a network analysis
inferredcites →https://doi.org/10.1016/j.jpsychores.2018.05.019openalex-snapshot
Potentialities of network analysis for sleep medicine
inferredcites →https://doi.org/10.1016/j.jrp.2014.07.003openalex-snapshot
State of the aRt personality research: A tutorial on network analysis of personality data in R
inferredcites →https://doi.org/10.1016/j.neubiorev.2015.09.016openalex-snapshot
An integrated network model of psychotic symptoms
inferredcites →https://doi.org/10.1016/j.schres.2016.09.002openalex-snapshot
Identifying a system of predominant negative symptoms: Network analysis of three randomized clinical trials
inferredcites →https://doi.org/10.1016/j.schres.2017.07.035openalex-snapshot
A state-independent network of depressive, negative and positive symptoms in male patients with schizophrenia spectrum disorders
inferredcites →https://doi.org/10.1016/j.shpsc.2016.09.003openalex-snapshot
Diagnosis and causal explanation in psychiatry
inferredcites →https://doi.org/10.1016/s0005-7894(78)80053-7openalex-snapshot
A reanalysis of agoraphobia
inferredcites →https://doi.org/10.1017/cbo9780511803161openalex-snapshot
Causality
inferredcites →https://doi.org/10.1017/s0033291710001844openalex-snapshot
What kinds of things are psychiatric disorders?
inferredcites →https://doi.org/10.1017/s0033291711001966openalex-snapshot
Categories versus dimensions in personality and psychopathology: a quantitative review of taxometric research
inferredcites →https://doi.org/10.1017/s003329171100211xopenalex-snapshot
The pathoplasticity of dysphoric episodes: differential impact of stressful life events on the pattern of depressive symptom inter-correlations
inferredcites →https://doi.org/10.1017/s0033291713000937openalex-snapshot
Psychiatry beyond labels: introducingcontextual precision diagnosisacross stages of psychopathology
inferredcites →https://doi.org/10.1017/s0033291713001979openalex-snapshot
The dynamic nature of depression: a new micro-level perspective of mental disorder that meets current challenges
inferredcites →https://doi.org/10.1017/s0033291715001944openalex-snapshot
Kinds versus continua: a review of psychometric approaches to uncover the structure of psychiatric constructs
inferredcites →https://doi.org/10.1017/s0033291715002044openalex-snapshot
Depression as a systemic syndrome: mapping the feedback loops of major depressive disorder
inferredcites →https://doi.org/10.1017/s0033291716002300openalex-snapshot
Network analysis of depression and anxiety symptom relationships in a psychiatric sample
inferredcites →https://doi.org/10.1017/s0033291717001350openalex-snapshot
Application of network methods for understanding mental disorders: pitfalls and promise
inferredcites →https://doi.org/10.1017/s0033291719003209openalex-snapshot
Psychological networks in clinical populations: investigating the consequences of Berkson's bias
inferredcites →https://doi.org/10.1017/s0140525x09991567openalex-snapshot
Comorbidity: A network perspective
inferredcites →https://doi.org/10.1017/s0140525x10000713openalex-snapshot
The missing developmental dimension in the network perspective
inferredcites →https://doi.org/10.1017/s0140525x10000816openalex-snapshot
The importance of modeling comorbidity using an intra-individual, time-series approach
inferredcites →https://doi.org/10.1017/s0140525x1000083xopenalex-snapshot
Comorbidity in the context of neural network properties
inferredcites →https://doi.org/10.1017/s0140525x10000920openalex-snapshot
Complex realities require complex theories: Refining and extending the network approach to mental disorders
inferredcites →https://doi.org/10.1017/s2045796015000207openalex-snapshot
What kind of thing is depression?
inferredcites →https://doi.org/10.1027//1015-5759.19.3.175openalex-snapshot
A Dynamic Systems Approach to Clinical Case Formulation
inferredcites →https://doi.org/10.1037/0022-006x.66.6.939openalex-snapshot
Dynamic systems theory as a paradigm for the study of change in psychotherapy: An application to cognitive therapy for depression.
inferredcites →https://doi.org/10.1037/1082-989x.10.4.371openalex-snapshot
An Abductive Theory of Scientific Method.
inferredcites →https://doi.org/10.1037/abn0000181openalex-snapshot
Identifying highly influential nodes in the complicated grief network.
inferredcites →https://doi.org/10.1037/abn0000276openalex-snapshot
Evidence that psychopathology symptom networks have limited replicability.
inferredcites →https://doi.org/10.1037/abn0000306openalex-snapshot
False alarm? A comprehensive reanalysis of “Evidence that psychopathology symptom networks have limited replicability” by Forbes, Wright, Markon, and Krueger (2017).
inferredcites →https://doi.org/10.1037/abn0000313openalex-snapshot
Further evidence that psychopathology networks have limited replicability and utility: Response to Borsboom et al. (2017) and Steinley et al. (2017).
inferredcites →https://doi.org/10.1037/abn0000446openalex-snapshot
What do centrality measures measure in psychological networks?
inferredcites →https://doi.org/10.1037/ccp0000336openalex-snapshot
Does centrality in a cross-sectional network suggest intervention targets for social anxiety disorder?
inferredcites →https://doi.org/10.1037/e581062010-001openalex-snapshot
Nonlinear dynamics in biopsychosocial resilience
inferredcites →https://doi.org/10.1037/gpr0000100openalex-snapshot
The Distinction between Psychological Kinds and Natural Kinds Revisited: Can Updated Natural-Kind Theory Help Clinical Psychological Science and beyond Meet Psychology's Philosophical Challenges?
inferredcites →https://doi.org/10.1037/met0000062openalex-snapshot
How to compare cross-lagged associations in a multilevel autoregressive model.
inferredcites →https://doi.org/10.1037/met0000167openalex-snapshot
A tutorial on regularized partial correlation networks.
inferredcites →https://doi.org/10.1037/met0000254openalex-snapshot
Comparing Gaussian graphical models with the posterior predictive distribution and Bayesian model selection.
inferredcites →https://doi.org/10.1037/met0000476openalex-snapshot
Comparing network structures on three aspects: A permutation test.
inferredcites →https://doi.org/10.1037/rev0000108openalex-snapshot
Don’t blame the model: Reconsidering the network approach to psychopathology.
inferredcites →https://doi.org/10.1038/mp.2016.83openalex-snapshot
Isolating biomarkers for symptomatic states: considering symptom–substrate chronometry
inferredcites →https://doi.org/10.1038/nn.4238openalex-snapshot
Computational psychiatry as a bridge from neuroscience to clinical applications
inferredcites →https://doi.org/10.1038/nphys2188openalex-snapshot
The network takeover
inferredcites →https://doi.org/10.1038/s41380-018-0232-0openalex-snapshot
The symptom network structure of depressive symptoms in late-life: Results from a European population study
inferredcites →https://doi.org/10.1038/s41598-018-24224-2openalex-snapshot
The role of stabilizing and communicating symptoms given overlapping communities in psychopathology networks
inferredcites →https://doi.org/10.1038/s41598-019-43033-9openalex-snapshot
Node centrality measures are a poor substitute for causal inference
inferredcites →https://doi.org/10.1038/srep05918openalex-snapshot
A new method for constructing networks from binary data
inferredcites →https://doi.org/10.1038/srep34175openalex-snapshot
Three representations of the Ising model
inferredcites →https://doi.org/10.1073/pnas.1312114110openalex-snapshot
Critical slowing down as early warning for the onset and termination of depression
inferredcites →https://doi.org/10.1080/00273171.2016.1150151openalex-snapshot
Using Raw VAR Regression Coefficients to Build Networks can be Misleading
inferredcites →https://doi.org/10.1080/00273171.2017.1373014openalex-snapshot
Network Mapping with GIMME
inferredcites →https://doi.org/10.1080/00273171.2017.1379379openalex-snapshot
An Introduction to Network Psychometrics: Relating Ising Network Models to Item Response Theory Models
inferredcites →https://doi.org/10.1080/00273171.2018.1439722openalex-snapshot
Modeling Nonstationary Emotion Dynamics in Dyads using a Time-Varying Vector-Autoregressive Model
inferredcites →https://doi.org/10.1080/00273171.2018.1489771openalex-snapshot
Investigating the Utility of Fixed-margin Sampling in Network Psychometrics
inferredcites →https://doi.org/10.1080/00273171.2018.1516540openalex-snapshot
Improved Insight into and Prediction of Network Dynamics by Combining VAR and Dimension Reduction
inferredcites →https://doi.org/10.1080/00273171.2019.1616526openalex-snapshot
Quantifying the Reliability and Replicability of Psychopathology Network Characteristics
inferredcites →https://doi.org/10.1080/00273171.2019.1640103openalex-snapshot
Problems with Centrality Measures in Psychopathology Symptom Networks: Why Network Psychometrics Cannot Escape Psychometric Theory
inferredcites →https://doi.org/10.1080/00273171.2020.1797460openalex-snapshot
Sampling Variability Is Not Nonreplication: A Bayesian Reanalysis of Forbes, Wright, Markon, and Krueger
inferredcites →https://doi.org/10.1080/02698595.2018.1424761openalex-snapshot
The Kindness of Psychopaths
inferredcites →https://doi.org/10.1080/1047840x.2018.1513690openalex-snapshot
Understanding Psychopathology: Cybernetics and Psychology on the Boundary between Order and Chaos
inferredcites →https://doi.org/10.1080/10705511.2018.1431046openalex-snapshot
Drawing Conclusions from Cross-Lagged Relationships: Re-Considering the Role of the Time-Interval
inferredcites →https://doi.org/10.1080/20008198.2017.1398003openalex-snapshot
PTSD symptomics: network analyses in the field of psychotraumatology
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SOCIOEMOTIONAL DYNAMICS OF EMOTION REGULATION AND DEPRESSIVE SYMPTOMS: A PERSON-SPECIFIC NETWORK APPROACH
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The Network Structure of Tobacco Withdrawal in a Community Sample of Smokers Treated With Nicotine Patch and Behavioral Counseling
inferredcites →https://doi.org/10.1093/schbul/sbu044openalex-snapshot
The Search for Elusive Structure: A Promiscuous Realist Case for Researching Specific Psychotic Experiences Such as Hallucinations
inferredcites →https://doi.org/10.1093/schbul/sbw049openalex-snapshot
A Network Approach to Environmental Impact in Psychotic Disorder: Brief Theoretical Framework
inferredcites →https://doi.org/10.1093/schbul/sbx037openalex-snapshot
The Cascade of Stress: A Network Approach to Explore Differential Dynamics in Populations Varying in Risk for Psychosis
inferredcites →https://doi.org/10.1093/schbul/sby044openalex-snapshot
The Network Structure of Schizotypal Personality Traits
inferredcites →https://doi.org/10.1093/schbul/sby087openalex-snapshot
Psychotic Experiences and Related Distress: A Cross-national Comparison and Network Analysis Based on 7141 Participants From 13 Countries
inferredcites →https://doi.org/10.1097/ccm.0000000000001564openalex-snapshot
Slowing Down of Recovery as Generic Risk Marker for Acute Severity Transitions in Chronic Diseases
inferredcites →https://doi.org/10.1103/physreve.95.042313openalex-snapshot
Statistical inference for community detection in signed networks
inferredcites →https://doi.org/10.1111/bmsp.12173openalex-snapshot
Back to the basics: Rethinking partial correlation network methodology
inferredcites →https://doi.org/10.1111/cpsp.12001openalex-snapshot
The ontology of posttraumatic stress disorder: Natural kind, social construction, or causal system?
inferredcites →https://doi.org/10.1111/eci.12986openalex-snapshot
A complex network approach to clinical science
inferredcites →https://doi.org/10.1111/jep.12982openalex-snapshot
Rethinking disease in psychiatry: Disease models and the medical imaginary
inferredcites →https://doi.org/10.1146/annurev-clinpsy-050212-185608openalex-snapshot
Network Analysis: An Integrative Approach to the Structure of Psychopathology
inferredcites →https://doi.org/10.1155/2018/5094179openalex-snapshot
Socioemotional Dynamics of Emotion Regulation and Depressive Symptoms: A Person‐Specific Network Approach
inferredcites →https://doi.org/10.1159/000442001openalex-snapshot
A Prospective Study on How Symptoms in a Network Predict the Onset of Depression
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Introducing Network Intervention Analysis to Investigate Sequential, Symptom-Specific Treatment Effects: A Demonstration in Co-Occurring Insomnia and Depression
inferredcites →https://doi.org/10.1159/000497425openalex-snapshot
The Study of Psychopathology from the Network Analysis Perspective: A Systematic Review
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Computational Nosology and Precision Psychiatry
inferredcites →https://doi.org/10.1176/appi.ajp.2018.17121383openalex-snapshot
All for One and One for All: Mental Disorders in One Dimension
inferredcites →https://doi.org/10.1177/0013164496056001004openalex-snapshot
The Correction for Attenuation
inferredcites →https://doi.org/10.1177/0957154x16656580openalex-snapshot
Natural kinds, psychiatric classification and the history of the DSM
inferredcites →https://doi.org/10.1177/0959354317737185openalex-snapshot
What is the p -factor of psychopathology? Some risks of general factor modeling
inferredcites →https://doi.org/10.1177/0963721416666518openalex-snapshot
No Time Like the Present
inferredcites →https://doi.org/10.1177/1073191116645909openalex-snapshot
Assessing Temporal Emotion Dynamics Using Networks
inferredcites →https://doi.org/10.1177/1745691616639283openalex-snapshot
A Complex Network Perspective on Clinical Science
inferredcites →https://doi.org/10.1177/1745691617705892openalex-snapshot
Moving Forward: Challenges and Directions for Psychopathological Network Theory and Methodology
inferredcites →https://doi.org/10.1177/1754073915590623openalex-snapshot
Micro-Level Affect Dynamics in Psychopathology Viewed From Complex Dynamical System Theory
inferredcites →https://doi.org/10.1177/2167702614540645openalex-snapshot
Emotion-Network Density in Major Depressive Disorder
inferredcites →https://doi.org/10.1177/2167702614553230openalex-snapshot
Mental Disorders as Causal Systems
inferredcites →https://doi.org/10.1177/2167702617727096openalex-snapshot
Psychodynamic and Cognitive-Behavioral Therapies Are More Different Than You Think: Conceptualizations of Mental Problems and Consequences for Studying Mechanisms of Change
inferredcites →https://doi.org/10.1177/2167702617744325openalex-snapshot
Personalized Network Modeling in Psychopathology: The Importance of Contemporaneous and Temporal Connections
inferredcites →https://doi.org/10.1177/2167702617745092openalex-snapshot
Replicability and Generalizability of Posttraumatic Stress Disorder (PTSD) Networks: A Cross-Cultural Multisite Study of PTSD Symptoms in Four Trauma Patient Samples
inferredcites →https://doi.org/10.1177/2167702617745640openalex-snapshot
Longitudinal Network Stability of the Functional Impairment of Anxiety and Depression
inferredcites →https://doi.org/10.1177/2167702617747657openalex-snapshot
Criteria Definitions and Network Relations: The Importance of Criterion Thresholds
inferredcites →https://doi.org/10.1177/2167702618765791openalex-snapshot
Mediators and Mechanisms
inferredcites →https://doi.org/10.1177/2167702618769560openalex-snapshot
Identifying Core Deficits in a Dimensional Model of Borderline Personality Disorder Features: A Network Analysis
inferredcites →https://doi.org/10.1186/1741-7015-11-201openalex-snapshot
Diagnostic heterogeneity in psychiatry: towards an empirical solution
inferredcites →https://doi.org/10.1186/1747-5341-8-17openalex-snapshot
The autism puzzle: challenging a mechanistic model on conceptual and historical grounds
inferredcites →https://doi.org/10.13140/rg.2.2.29455.38569openalex-snapshot
Comparing network structures on three aspects: A permutation test
inferredcites →https://doi.org/10.1371/journal.pone.0027407openalex-snapshot
The Small World of Psychopathology
inferredcites →https://doi.org/10.1371/journal.pone.0060188openalex-snapshot
A Network Approach to Psychopathology: New Insights into Clinical Longitudinal Data
inferredcites →https://doi.org/10.1371/journal.pone.0088669openalex-snapshot
Generalization of Clustering Coefficients to Signed Correlation Networks
inferredcites →https://doi.org/10.1371/journal.pone.0167490openalex-snapshot
Major Depression as a Complex Dynamic System
inferredcites →https://doi.org/10.1371/journal.pone.0174035openalex-snapshot
Exploratory graph analysis: A new approach for estimating the number of dimensions in psychological research
inferredcites →https://doi.org/10.1371/journal.pone.0178586openalex-snapshot
An investigation of emotion dynamics in major depressive disorder patients and healthy persons using sparse longitudinal networks
inferredcites →https://doi.org/10.1371/journal.pone.0179891openalex-snapshot
Estimating psychopathological networks: Be careful what you wish for
inferredcites →https://doi.org/10.1371/journal.pone.0204389openalex-snapshot
Modeling and estimating the feedback mechanisms among depression, rumination, and stressors in adolescents
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Critical Transitions in Nature and Society
inferredcites →https://doi.org/10.18564/jasss.5083openalex-snapshot
Inverse Generative Social Science: Backward to the Future
inferredcites →https://doi.org/10.18637/jss.v048.i04openalex-snapshot
qgraph : Network Visualizations of Relationships in Psychometric Data
inferredcites →https://doi.org/10.18637/jss.v093.i08openalex-snapshot
mgm: Structure Estimation for Time-Varying Mixed Graphical Models in high-dimensional Data
inferredcites →https://doi.org/10.2307/1162101openalex-snapshot
Statistical Theories of Mental Test Scores
inferredcites →https://doi.org/10.31234/osf.io/5t8zwopenalex-snapshot
Psychological Networks in Clinical Populations: A tutorial on the consequences of Berkson's Bias
inferredcites →https://doi.org/10.31234/osf.io/km37wopenalex-snapshot
Advancing the Network Theory of Mental Disorders: A Computational Model of Panic Disorder
inferredcites →https://doi.org/10.3389/fpsyg.2013.00582openalex-snapshot
The third wave of biological psychiatry
inferredcites →https://doi.org/10.3389/fpsyg.2015.00309openalex-snapshot
Problematic assumptions have slowed down depression research: why symptoms, not syndromes are the way forward
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Incorporating measurement error in n = 1 psychological autoregressive modeling
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Homeostasis, Species, and Higher Taxa

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inferred← citeshttps://doi.org/10.1007/s12144-022-04192-7openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s12144-023-04992-5openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s12144-023-05308-3openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s12144-023-05435-xopenalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s12144-024-06479-3openalex-snapshot
Network analyses of emotion components: an exploratory application to the component process model of emotion
inferred← citeshttps://doi.org/10.1007/s12144-024-06715-wopenalex-snapshot
Person-specific emotional dynamics: a story of a traumatic loss
inferred← citeshttps://doi.org/10.1007/s12144-025-08123-0openalex-snapshot
How does internet addiction interact with depression at the symptom level? a joint perspective of undirected and directed networks
inferred← citeshttps://doi.org/10.1007/s12144-025-08290-0openalex-snapshot
Distinct patterns of childhood trauma predict the symptoms network structure of depression in adolescents
inferred← citeshttps://doi.org/10.1007/s12144-025-08364-zopenalex-snapshot
Bridging centrality: exploring comorbidity of depression and social anxiety disorder in Algeria
inferred← citeshttps://doi.org/10.1007/s12144-025-08931-4openalex-snapshot
Prevalence and predictors of post-traumatic stress disorder, depression, and its comorbidity among adolescents after flood in Henan, China
inferred← citeshttps://doi.org/10.1007/s12144-026-09552-1openalex-snapshot
Psychometric performance of the social networks addiction risk questionnaire (CARS‑R): a cross-cultural study in four Latin American countries
inferred← citeshttps://doi.org/10.1007/s12144-026-09744-9openalex-snapshot
Psychometric evaluation of the Persian Sensitivity to Punishment and Sensitivity to Reward Questionnaire and its network relations with executive functions and internalizing and externalizing symptoms
inferred← citeshttps://doi.org/10.1007/s12264-026-01718-yopenalex-snapshot
Task-Based fMRI Reveals a Diagnosis-Dependent Amygdala Lateralization in Major Depressive Disorder, Borderline Personality Disorder, and Comorbidities
inferred← citeshttps://doi.org/10.1007/s12529-022-10088-4openalex-snapshot
A Network Analysis of Multiple Preconception Health Behaviors in Chinese Women
inferred← citeshttps://doi.org/10.1007/s12671-023-02109-4openalex-snapshot
A Network Investigation of Core Mindfulness Processes
inferred← citeshttps://doi.org/10.1007/s40653-026-00837-yopenalex-snapshot
Associations among Childhood Trauma, Alexithymia, and Empathy: A Bayesian Network Analysis
inferred← citeshttps://doi.org/10.1007/s40747-021-00561-0openalex-snapshot
Hate speech operationalization: a preliminary examination of hate speech indicators and their structure
inferred← citeshttps://doi.org/10.1007/s41042-025-00242-0openalex-snapshot
Satisfaction with Life and Suicidal Ideation Among Ecuadorian University Students: A Network Analysis
inferred← citeshttps://doi.org/10.1007/s41042-026-00311-yopenalex-snapshot
Mapping Adolescent Well-Being: A Network Analysis of Subjective and Psychological Well-being in Ecuador
inferred← citeshttps://doi.org/10.1007/s42380-026-00338-4openalex-snapshot
Capturing the Complexity of Bullying Perpetration and Victimisation: a Network Approach in a Representative Sample of Brazilian Adolescents
inferred← citeshttps://doi.org/10.1007/s43076-025-00438-yopenalex-snapshot
Network Analysis in Psychopathology: Theoretical Perspectives and Practical Challenges
inferred← citeshttps://doi.org/10.1016/b978-0-12-818697-8.00044-3openalex-snapshot
Ongoing and Future Challenges of the Network Approach to Psychopathology: From Theoretical Conjectures to Clinical Translations
inferred← citeshttps://doi.org/10.1016/b978-0-443-30248-0.00004-8openalex-snapshot
Introduction to intricate artificial psychology
inferred← citeshttps://doi.org/10.1016/j.actpsy.2023.104078openalex-snapshot
Longitudinal interactions between residual symptoms and physiological stress in the remitted symptom network structure of depression
inferred← citeshttps://doi.org/10.1016/j.actpsy.2026.107537openalex-snapshot
Precision targeting of teacher burnout using network-informed ecological momentary interventions
inferred← citeshttps://doi.org/10.1016/j.addbeh.2021.107128openalex-snapshot
Modeling alcohol use disorder as a set of interconnected symptoms – Assessing differences between clinical and population samples and across external factors
inferred← citeshttps://doi.org/10.1016/j.addbeh.2022.107462openalex-snapshot
Sex differences in the interrelations between stress, craving and alcohol consumption across individuals and time during baclofen treatment for alcohol dependence
inferred← citeshttps://doi.org/10.1016/j.addbeh.2024.108057openalex-snapshot
The comorbidity mechanism of problematic internet use and depression among Chinese college students: A cross-lagged panel network analysis
inferred← citeshttps://doi.org/10.1016/j.addbeh.2024.108164openalex-snapshot
Similarities and differences in core symptoms of problematic smartphone use among Chinese students enrolled in grades 4 to 9: A large national cross-sectional study
inferred← citeshttps://doi.org/10.1016/j.addbeh.2024.108215openalex-snapshot
The co-occurrence between symptoms of internet gaming disorder, depression, and anxiety in middle and late adolescence: A cross-lagged panel network analysis
inferred← citeshttps://doi.org/10.1016/j.addbeh.2026.108708openalex-snapshot
Unraveling the dynamics among Internet gaming disorder, depression and emotion dysregulation in Chinese adolescents: A cross‐lagged panel network analysis
inferred← citeshttps://doi.org/10.1016/j.addbeh.2026.108726openalex-snapshot
Mapping the symptom networks of problematic internet use subtypes: An integrated latent profile and network analysis
inferred← citeshttps://doi.org/10.1016/j.ajp.2024.104152openalex-snapshot
A simulation-based network analysis of intervention targets for adolescent depressive and anxiety symptoms
inferred← citeshttps://doi.org/10.1016/j.apjon.2025.100786openalex-snapshot
Symptom network analysis during radiotherapy in gastrointestinal cancers: A longitudinal study primarily involving esophageal cancer patients
inferred← citeshttps://doi.org/10.1016/j.apjon.2026.101019openalex-snapshot
Symptom interactions and candidate intervention targets in patients with esophageal cancer: Network analysis with computer-simulated interventions
inferred← citeshttps://doi.org/10.1016/j.apjon.2026.101027openalex-snapshot
Character strengths, psychological distress, anxiety, and depression in adolescents and young adults with gynecologic cancer: A network analysis
inferred← citeshttps://doi.org/10.1016/j.appdev.2026.101925openalex-snapshot
The longitudinal network of social and emotional development in middle childhood
inferred← citeshttps://doi.org/10.1016/j.avb.2025.102055openalex-snapshot
Public or private violence? Understanding the overlap between intimate partner abuse and susceptibility to violent extremism
inferred← citeshttps://doi.org/10.1016/j.bandc.2024.106165openalex-snapshot
Stress from early life to adulthood: Is there a protective role of cognitive control?
inferred← citeshttps://doi.org/10.1016/j.bbi.2021.03.024openalex-snapshot
Polygenic risk for immuno-metabolic markers and specific depressive symptoms: A multi-sample network analysis study
inferred← citeshttps://doi.org/10.1016/j.bbi.2024.04.004openalex-snapshot
How stable are psychoneuroimmune effects over time?
inferred← citeshttps://doi.org/10.1016/j.beth.2025.09.005openalex-snapshot
Examining the Relationship Between Network-Based Subgroups and Treatment Outcomes Among Individuals With Eating Disorders: A Proof-of-Concept Study
inferred← citeshttps://doi.org/10.1016/j.beth.2025.11.002openalex-snapshot
The Transdiagnostic Role of Perfectionism: Insights From Longitudinal Network Analyses in a Sample of College-Age Women
inferred← citeshttps://doi.org/10.1016/j.biopsych.2022.12.012openalex-snapshot
Dense Sampling Approaches for Psychiatry Research: Combining Scanners and Smartphones
inferred← citeshttps://doi.org/10.1016/j.biosystems.2025.105431openalex-snapshot
A unified pathogenic hypothesis for mental disorders based on schismogenesis
inferred← citeshttps://doi.org/10.1016/j.bodyim.2023.07.004openalex-snapshot
Experimental evidence that browsing for activewear lowers explicit body image attitudes and implicit self-esteem in women
inferred← citeshttps://doi.org/10.1016/j.bpsc.2025.09.013openalex-snapshot
Exploring the Link Between a Prior Belief for Active Avoidance and Apathy, Anhedonia, and Depression: A Network Analysis
inferred← citeshttps://doi.org/10.1016/j.brat.2021.104011openalex-snapshot
Psychopathological networks: Theory, methods and practice
inferred← citeshttps://doi.org/10.1016/j.brat.2021.104012openalex-snapshot
Integrating a functional view on suicide risk into idiographic statistical models
inferred← citeshttps://doi.org/10.1016/j.brat.2022.104096openalex-snapshot
A new science of mental disorders: Using personalised, transdiagnostic, dynamical systems to understand, model, diagnose and treat psychopathology
inferred← citeshttps://doi.org/10.1016/j.brat.2022.104127openalex-snapshot
Reflections on an emerging new science of mental disorders
inferred← citeshttps://doi.org/10.1016/j.brat.2022.104154openalex-snapshot
Jumping back onto the giants’ shoulders: Why emotional memory should be considered in a network perspective of psychopathology
inferred← citeshttps://doi.org/10.1016/j.brat.2022.104163openalex-snapshot
Quantifying and addressing the impact of measurement error in network models
inferred← citeshttps://doi.org/10.1016/j.brat.2023.104456openalex-snapshot
A novel approach for constructing personalized networks from longitudinal perceived causal relations
inferred← citeshttps://doi.org/10.1016/j.brat.2024.104678openalex-snapshot
Using network analysis to characterize clinical improvement during cognitive processing therapy
inferred← citeshttps://doi.org/10.1016/j.brat.2025.104888openalex-snapshot
Does the structure of dynamic symptom networks depend on baseline psychopathology in students?
inferred← citeshttps://doi.org/10.1016/j.brat.2026.105075openalex-snapshot
Targeting hyperarousal to improve sleep: A network intervention analysis of a digital intervention for insomnia
inferred← citeshttps://doi.org/10.1016/j.bspc.2026.110967openalex-snapshot
Network alignment in psychometrics: Comparing symptom networks in eating disorders across age and diagnosis
inferred← citeshttps://doi.org/10.1016/j.chb.2022.107424openalex-snapshot
Network analysis of internet addiction and depression among Chinese college students during the COVID-19 pandemic: A longitudinal study
inferred← citeshttps://doi.org/10.1016/j.chb.2023.107844openalex-snapshot
Network analysis of time perspective and its interaction with internet gaming disorder in college students
inferred← citeshttps://doi.org/10.1016/j.chb.2025.108890openalex-snapshot
Mapping the symptom structure of internet gaming disorder among adolescents: Insights from network and Bayesian graph analyses
inferred← citeshttps://doi.org/10.1016/j.chb.2026.109183openalex-snapshot
Symptom network structures of social media addiction and internet gaming addiction among school-aged youth: Undirected and Bayesian directed graph analyses
inferred← citeshttps://doi.org/10.1016/j.chbr.2025.100897openalex-snapshot
A cross-lagged prospective network analysis of deviant peer affiliation and phubbing in adolescents
inferred← citeshttps://doi.org/10.1016/j.chbr.2026.101133openalex-snapshot
Network analysis of entrapment, defeat and social network site addiction among teenagers in Shenzhen, China
inferred← citeshttps://doi.org/10.1016/j.chbr.2026.101241openalex-snapshot
The longitudinal relationships between smartphone addiction and depressive symptoms among adolescents: A cross-lagged panel network analysis
inferred← citeshttps://doi.org/10.1016/j.chiabu.2020.104826openalex-snapshot
A network approach to parental burnout
inferred← citeshttps://doi.org/10.1016/j.chiabu.2022.105787openalex-snapshot
Interrelationships between childhood maltreatment, depressive symptoms, functional impairment, and quality of life in patients with major depressive disorder: A network analysis approach
inferred← citeshttps://doi.org/10.1016/j.chiabu.2024.107170openalex-snapshot
Symptom structure of complex posttraumatic stress disorder among de facto unattended children in China: A network analysis
inferred← citeshttps://doi.org/10.1016/j.chiabu.2026.107889openalex-snapshot
Exploring the relationship between depressive and aggressive-defiant symptoms across child maltreatment subtypes: A network analysis approach
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