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A general Monte Carlo method for sample size analysis in the context of network models.
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Outgoing claims: the papers this work cites, builds on, or argues with.
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The application of a network approach to Health-Related Quality of Life (HRQoL): introducing a new method for assessing HRQoL in healthy adults and cancer patients
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Using Monte Carlo simulations to determine power and sample size for planned missing designs
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Replicability and Generalizability of Posttraumatic Stress Disorder (PTSD) Networks: A Cross-Cultural Multisite Study of PTSD Symptoms in Four Trauma Patient Samples
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The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
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How to Use a Monte Carlo Study to Decide on Sample Size and Determine Power
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Correlation Coefficients: Appropriate Use and Interpretation
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Monotone Regression Splines in Action
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The Small World of Psychopathology
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Major Depression as a Complex Dynamic System
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Monte Carlo based statistical power analysis for mediation models: methods and software
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inferred← citeshttps://doi.org/10.1111/jnu.70108openalex-snapshot
Rumination, Perceived Stress, and Sleep Quality in Primary Care Nurses: A Cross‐Sectional Network Analysis
inferred← citeshttps://doi.org/10.1111/jocn.70580openalex-snapshot
Symptom‐System Complexity and Network‐Informed Assessment Priorities in Patients With Colorectal Cancer and a Stoma: A Multicentre Cross‐Sectional Study
inferred← citeshttps://doi.org/10.1111/jora.70220openalex-snapshot
Cyberbullying perpetration and externalizing problem behaviors in adolescents: Spreading effects based on developmental cascades
inferred← citeshttps://doi.org/10.1111/jsr.14424openalex-snapshot
Assessing the psychometric properties of the Biphasic Sleep Scale ( BiSS ): A novel 16‐item self‐report measure
inferred← citeshttps://doi.org/10.1111/nhs.70078openalex-snapshot
Bidirectional Associations Between Attitudes to Aging and Quality of Life for the Older Adults in the Nursing Home: The Contemporaneous and Cross‐Lagged Panel Network Analyses
inferred← citeshttps://doi.org/10.1111/nhs.70122openalex-snapshot
Symptom Clusters and Sentinel Symptoms in Patients With Colorectal Cancer: A Network Analysis
inferred← citeshttps://doi.org/10.1111/nicc.70462openalex-snapshot
Network Structure of Sleep Quality and Emotional State Among ICU Nurses: A Cross‐Sectional Analysis
inferred← citeshttps://doi.org/10.1111/wvn.70007openalex-snapshot
Decoding Symptom Complexity for Clinical Nursing Assessment: A Systematic Review of Simplification Strategies in Hemodialysis Patients
inferred← citeshttps://doi.org/10.1123/jpah.2024-0198openalex-snapshot
The Impact of Physical Activity and Lifestyle on Mental Health: A Network Analysis
inferred← citeshttps://doi.org/10.1155/da/2250192openalex-snapshot
Interrelationships Among Personality Traits, Depressive Symptoms, Childhood Abuse, and Social Disability
inferred← citeshttps://doi.org/10.1155/da/2309327openalex-snapshot
Evolution of Core Symptoms of Depression Disorders Among Chinese Adolescents Across Different Grades
inferred← citeshttps://doi.org/10.1155/da/6640438openalex-snapshot
Mapping Sex Differences in Depression, Anxiety, and Co‐Occurring Symptoms in Adults Under Stress: A Bayesian Network Approach
inferred← citeshttps://doi.org/10.1155/da/9076098openalex-snapshot
Network Analysis of Social Anxiety, Avoidant Behavior, and Spiritual Well‐Being in Breast Cancer Patients: A Pathway to Targeted Psychosocial Interventions
inferred← citeshttps://doi.org/10.1155/jonm/5002647openalex-snapshot
Network Architecture of Digital Leadership: Identifying Affective Commitment Bridges and Intervention Leverage Points Among Chinese Nursing Managers
inferred← citeshttps://doi.org/10.1155/jonm/5019343openalex-snapshot
Missed Nursing Care Among Emergency and Critical Care Nurses: An Item‐Level Network Analysis With Computer‐Simulated Interventions
inferred← citeshttps://doi.org/10.1177/00207640231223430openalex-snapshot
Network analysis of pandemic fatigue symptoms in samples from five South American countries
inferred← citeshttps://doi.org/10.1177/00302228241256828openalex-snapshot
New Psychometric Evidence of the Grief Impairment Scale (GIS) in People Who Have Experienced the Death of a Loved One From a Network Psychometric Approach in Two Latin American Countries
inferred← citeshttps://doi.org/10.1177/0044118x231218295openalex-snapshot
Problematic Smartphone Use and Mental Health Problems: A Network Analysis of Romanian Adolescents
inferred← citeshttps://doi.org/10.1177/02134748241307483openalex-snapshot
Network analysis of mental health literacy: beliefs, recognition and attitudes towards depression and schizophrenia in Ghana / Un análisis de redes sobre la alfabetización en salud mental: creencias, reconocimiento y actitudes hacia la depresión y la esquizofrenia en Ghana
inferred← citeshttps://doi.org/10.1177/02654075251411475openalex-snapshot
Social relationship dimensions and network links to loneliness and depression in midlife and older adulthood
inferred← citeshttps://doi.org/10.1177/02654075261422436openalex-snapshot
Divergent network pathways linking personality, approach–avoidance goals, and marital adjustment to psychological well-being
inferred← citeshttps://doi.org/10.1177/07067437251337645openalex-snapshot
Positive Symptoms of Psychosis and International Classification of Diseases 11th Revision (ICD-11) Complex Post-traumatic Stress Disorder: A Network Analysis in a Canadian Sample from Montreal: Symptômes positifs de psychose et trouble de stress post-traumatique complexe (CIM-11): Une analyse de…
inferred← citeshttps://doi.org/10.1177/10541373231208934openalex-snapshot
Network Analysis of Posttraumatic Growth Dimensions: A Cross-Sectional Study in People Who Experienced the Death of a Loved One from COVID-19 in 16 Latin American Countries
inferred← citeshttps://doi.org/10.1177/10790632231153633openalex-snapshot
Understanding the Risk of Sexual Reoffending in Adult Men: A Network-Based Model
inferred← citeshttps://doi.org/10.1177/20552076261470547openalex-snapshot
Temporal relationships between mobile phone addiction and mental health: A longitudinal network analysis study from non-clinical adolescents
inferred← citeshttps://doi.org/10.1186/s12877-025-06687-xopenalex-snapshot
Climate anxiety and quality of life among older adults: the mediating role of coping with climate change
inferred← citeshttps://doi.org/10.1186/s12888-024-06138-8openalex-snapshot
Network analysis of resilience, anxiety and depression in clinical nurses
inferred← citeshttps://doi.org/10.1186/s12888-025-07146-yopenalex-snapshot
Perceived stress shapes symptom and social network dynamics: a network analysis of depression, anxiety, and relationship-specific support and strain
inferred← citeshttps://doi.org/10.1186/s12909-025-08363-5openalex-snapshot
Self-reflection and empathy in undergraduate nursing students: a network analysis
inferred← citeshttps://doi.org/10.1186/s12909-026-10252-4openalex-snapshot
Network analysis of smartphone addiction, attentional control, and learning adaptation among nursing undergraduates
inferred← citeshttps://doi.org/10.1186/s12912-024-01751-0openalex-snapshot
A network analysis bridging the gap between the big five personality traits and burnout among medical staff
inferred← citeshttps://doi.org/10.1186/s12912-025-03409-xopenalex-snapshot
Emotional symptom networks in ICU nurses: a comparative network analysis of tertiary-A and tertiary-B hospitals in China
inferred← citeshttps://doi.org/10.1186/s12912-025-03472-4openalex-snapshot
Rest intolerance and associated factors among Chinese nursing students: a cross-sectional network analysis
inferred← citeshttps://doi.org/10.1186/s13034-025-00947-9openalex-snapshot
Targeting childhood loneliness in china: in silico interventions and moderated network analysis
inferred← citeshttps://doi.org/10.1186/s40359-023-01411-zopenalex-snapshot
Maintenance in relationships, satisfaction, jealousy, and violence in young couples: a network analysis
inferred← citeshttps://doi.org/10.1186/s40359-025-02901-yopenalex-snapshot
Unraveling the impact of cyberporn motivations on mental health: insights from Chinese college students
inferred← citeshttps://doi.org/10.1186/s40359-025-03051-xopenalex-snapshot
Mapping the links between problematic smartphone use, exercise procrastination, and self-control: a network analysis
inferred← citeshttps://doi.org/10.1186/s40359-025-03550-xopenalex-snapshot
Psychosocial symptom networks and high-risk sexual behaviors among men who have sex with men: a network analysis
inferred← citeshttps://doi.org/10.1186/s40359-026-04501-wopenalex-snapshot
Symptom network for psychological distress in college freshmen: a large sample bayesian network analysis
inferred← citeshttps://doi.org/10.1186/s41155-024-00299-xopenalex-snapshot
Psychometric network analysis of the Patient Health Questionnaire-4 (PHQ-4) in Paraguayan general population
inferred← citeshttps://doi.org/10.1186/s41155-024-00312-3openalex-snapshot
Mapping of the network connection between sleep quality symptoms, depression, generalized anxiety, and burnout in the general population of Peru and El Salvador
inferred← citeshttps://doi.org/10.1371/journal.pone.0285555openalex-snapshot
Love, jealousy, satisfaction and violence in young couples: A network analysis
inferred← citeshttps://doi.org/10.1371/journal.pone.0307921openalex-snapshot
Social-behavioral insights in understanding tuberculosis transmission pattern during the COVID-19 pandemic period in Kuala Lumpur, Malaysia: The MyTBNet study protocol
inferred← citeshttps://doi.org/10.1371/journal.pone.0351504openalex-snapshot
Gender differences in the relationship between adult attachment and self-identity: A network analysis research among Chinese college students
inferred← citeshttps://doi.org/10.14349/sumapsi.2025.v32.n1.4openalex-snapshot
Network analysis of sleep quality symptoms in individuals from four spanish-speaking countries in Latin America and Europe
inferred← citeshttps://doi.org/10.15557/pipk.2026.0018openalex-snapshot
Psychotherapy in motion: opportunities and challenges of using experience sampling methods to assess the effectiveness of psychotherapy
inferred← citeshttps://doi.org/10.20900/jpbs.20250005openalex-snapshot
Network Analysis of Teachers Views of ADHD Symptoms and Their Associations with Global Functioning among Adolescents
inferred← citeshttps://doi.org/10.20935/mhealthwellb8448openalex-snapshot
Work engagement, satisfaction, and commitment: a cross-cultural network analysis
inferred← citeshttps://doi.org/10.21203/rs.3.rs-8768389/v1openalex-snapshot
Firm size as moderator between board characteristics and earnings management
inferred← citeshttps://doi.org/10.2147/nss.s490731openalex-snapshot
Echoes of Strain: A Two-Year Longitudinal Study on the Impact of China’s Zero-COVID Policy on College Students’ Insomnia and Depressive Symptoms
inferred← citeshttps://doi.org/10.2147/prbm.s492807openalex-snapshot
Symptomatic Pathways of Comorbid Depression, Anxiety, and Stress Among Adolescents Exposed to Childhood Trauma—Insights from the Network Approach
inferred← citeshttps://doi.org/10.2196/79858openalex-snapshot
Childhood Maltreatment, Bullying, and Internet Addiction in Relation to Suicidal Ideation Among Adolescents: Cross-Sectional Mediation and Network Analysis
inferred← citeshttps://doi.org/10.31083/jin47468openalex-snapshot
Investigating Gender Differences in the Link Between Physical Activity and Depression in Middle-aged and Older Chinese Adults via Network Analysis and Simulation Study
inferred← citeshttps://doi.org/10.31234/osf.io/4j3hfopenalex-snapshot
Unlocking the potential of simulation studies in network psychometrics: A tutorial
inferred← citeshttps://doi.org/10.31234/osf.io/9d4nmopenalex-snapshot
Network Accuracy Across Local, Mesoscale, and Global Structures using Stochastic Block Models
inferred← citeshttps://doi.org/10.32614/cran.package.powerlyopenalex-snapshot
powerly: Sample Size Analysis for Psychological Networks and More
inferred← citeshttps://doi.org/10.32657/10356/163576openalex-snapshot
Providing care for young adults with type 2 diabetes in primary care settings in Singapore: a multi-faceted study
inferred← citeshttps://doi.org/10.3389/fneur.2023.1226367openalex-snapshot
Network analysis applied to post-concussion symptoms in two mild traumatic brain injury samples
inferred← citeshttps://doi.org/10.3389/fpsyg.2022.1095365openalex-snapshot
Psychological distress among women undergoing in vitro fertilization-embryo transfer: A cross-sectional and longitudinal network analysis
inferred← citeshttps://doi.org/10.3389/fpsyg.2022.837606openalex-snapshot
Depression, COVID-19 Anxiety, Subjective Well-being, and Academic Performance in University Students With COVID-19-Infected Relatives: A Network Analysis
inferred← citeshttps://doi.org/10.3389/fpsyg.2023.1243804openalex-snapshot
Mental health symptoms in German elite athletes: a network analysis
inferred← citeshttps://doi.org/10.3389/fpsyg.2025.1533687openalex-snapshot
Sense of meaning in life, self-acceptance, and prosocial behavior: an application of network analysis methods
inferred← citeshttps://doi.org/10.3389/fpsyg.2025.1587405openalex-snapshot
Mapping love: a personality-centered network analysis of relationship satisfaction
inferred← citeshttps://doi.org/10.3389/fpsyg.2025.1611900openalex-snapshot
The relationship between Chinese medical students' learning motivation and learning engagement: a network analysis
inferred← citeshttps://doi.org/10.3389/fpsyg.2026.1751556openalex-snapshot
Exploring the inter-factor network of psychological abuse, life-event stress, and suicidal behavior: evidence from Chinese college students
inferred← citeshttps://doi.org/10.3389/fpsyg.2026.1754404openalex-snapshot
Dense connectivity in networks of red-flag language milestones among high screen-time children
inferred← citeshttps://doi.org/10.3389/fpsyg.2026.1897362openalex-snapshot
Psychosocial correlates of children’s football participation: a psychological network analysis of parental support, stereotypes, and dualistic passions
inferred← citeshttps://doi.org/10.3389/fpsyt.2025.1546039openalex-snapshot
Association analysis of suicide risk assessed with Mini International Neuropsychiatric Interviews’ Suicidality Module in adolescents with non suicidal self injury disorder
inferred← citeshttps://doi.org/10.3389/fpsyt.2025.1582272openalex-snapshot
Exploring the association between social and emotional skills and online social experiences: a network analysis and latent profile analysis
inferred← citeshttps://doi.org/10.3389/fpsyt.2026.1741661openalex-snapshot
Network analysis of distress, symptom burden, social support, and digital health literacy in older postoperative patients with gastric cancer
inferred← citeshttps://doi.org/10.3389/fpsyt.2026.1887588openalex-snapshot
Cognitive and affective networks in patients referred for cognitive screening: latent profiles, bridge nodes, and exploratory directional structures
inferred← citeshttps://doi.org/10.3389/fpsyt.2026.1889828openalex-snapshot
Network analysis of social isolation, loneliness, depression and anxiety among post-discharge rehabilitation patients
inferred← citeshttps://doi.org/10.3389/fpubh.2026.1953465openalex-snapshot
Burnout and work-engagement profiles, career resources, and psychological distress among early-career doctoral healthcare professionals: a cross-sectional latent profile and network analysis
inferred← citeshttps://doi.org/10.3389/frwa.2022.1085285openalex-snapshot
Sample size requirements for riverbank macrolitter characterization
inferred← citeshttps://doi.org/10.3389/fsoc.2025.1704409openalex-snapshot
Network analysis of workplace mobbing, work–family conflict, and mental health in adults from the general population
inferred← citeshttps://doi.org/10.3390/appliedmath5040137openalex-snapshot
Identifying the Central Aspects of Parental Stress in Latinx Parents of Children with Disabilities via Psychological Network Analysis
inferred← citeshttps://doi.org/10.3390/brainsci16020204openalex-snapshot
Self-Perceptions of Aging in Older Adults: A Network Analysis of Clinical and Non-Clinical Samples
inferred← citeshttps://doi.org/10.3390/ejihpe15110235openalex-snapshot
Psychometric Network Model Recovery: The Effect of Sample Size, Number of Items, and Number of Nodes
inferred← citeshttps://doi.org/10.3390/fi17110484openalex-snapshot
SFC-GS: A Multi-Objective Optimization Service Function Chain Scheduling Algorithm Based on Matching Game
inferred← citeshttps://doi.org/10.3390/healthcare12080817openalex-snapshot
Network Analysis of Sexual Well-Being in Women with Heart Failure: The Psychocardiological Perspective
inferred← citeshttps://doi.org/10.3390/ijerph19106256openalex-snapshot
Assessment of Pain-Related Fear in Indigenous Australian Populations Using the Fear of Pain Questionnaire-9 (FPQ-9)
inferred← citeshttps://doi.org/10.3390/ijerph192215104openalex-snapshot
Psychological Network of Stress, Coping and Social Support in an Aboriginal Population
inferred← citeshttps://doi.org/10.3390/safety12010022openalex-snapshot
A Simulation Framework for Synthetic Data Generation and Safety Assessment at Intersections
inferred← citeshttps://doi.org/10.3390/vaccines10071155openalex-snapshot
COVID-19 Vaccine for Children: Vaccination Willingness of Parents and Its Associated Factors—A Network Analysis
inferred← citeshttps://doi.org/10.3758/s13428-023-02269-0openalex-snapshot
Sample size planning for complex study designs: A tutorial for the mlpwr package
inferred← citeshttps://doi.org/10.4103/hm.hm-d-24-00017openalex-snapshot
Is Self-Reported Obstructive Sleep Apnea Associated with Cardiac Distress? A Network Analysis
inferred← citeshttps://doi.org/10.5708/ejmh.21.2026.0059openalex-snapshot
Mindfulness in Latin America: Psychometric Insights from the Mindful Attention Awareness Scale (MAAS-5) Across Four Countries
inferred← citeshttps://doi.org/10.71955/duedata-2026-mlfaac53openalex-snapshot
Elite Athletes Data Analysis
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