ArticleMultivariate behavioral research
Network Mapping with GIMME.
Article in Multivariate behavioral research. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
81 citing papers in PubMed.
- Changes in Brain Network Connections After Exposure and Response Prevention Therapy for Obsessive-Compulsive Disorder in Adolescents and Adults.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2024Trial
- Exploring Family Interactions: Heterogeneity in Family Specific Network Models.Family process · 2026Article
- Examining the Potential of Person-centered Temporal Network Models to Individualize Type 1 Diabetes Care.International journal of behavioral medicine · 2026Article
- Right hippocampal volume and attenuated psychotic symptoms distinguish subgroups of youth with common patterns of temporoparietal effective connectivity.Brain structure & function · 2026Article
- Characterizing Resting-State Frontoparietal-Amygdala Network Connectivity as a Potential Moderator of the Developmental Link Between Executive Functioning and Internalizing Symptoms: A Group Iterative Multiple Model Estimation-Based Approach.Biological psychiatry global open science · 2026Article
- Group, Subgroup and Person-Specific Longitudinal Associations Between Physical Activity and Affect in Individuals With and Without Depressive and Anxiety Disorders.International journal of methods in psychiatric research · 2026Article
- A primer on intensive longitudinal psychometrics.Behavior research methods · 2026Review
- Functional Connectivity Fingerprints of Emerging Reading Skill in the First Months of Schooling.Developmental science · 2026Article
- Gender "in the wild": toward a person-specific behavioral neuroendocrinology.Biology of sex differences · 2026Review
- Connectivity between the central executive and salience networks normalizes with exposure-focused CBT in pediatric anxiety.medRxiv : the preprint server for health sciences · 2026Article
- Scoping Review of Experience Sampling Methodology Investigations of Posttraumatic Stress Disorder Symptoms.Clinical psychology : a publication of the Division of Clinical Psychology of the American Psychological Association · 2026Article
- The Speech Network in Childhood Stuttering: Differences in Functional Connectivity of the Planning and Motor Loops.Neurobiology of language (Cambridge, Mass.) · 2026Article
- Cognitive control states and traits modulate lexical competition during word production.Scientific reports · 2025Article
- Fatigue as a central bridge: temporal dynamics between problematic smartphone use and depressive symptoms in Chinese adolescents.Child and adolescent psychiatry and mental health · 2025Article
- Idiographic Lapse Prediction With State Space Modeling: Algorithm Development and Validation Study.JMIR formative research · 2025Observational
- Heterogeneity across idiographic network associations among emotion dysregulation, alcohol use, posttraumatic stress symptoms, and intimate partner violence.Journal of traumatic stress · 2025Article
- Using behavioural network mapping to investigate dyadic play in girls with congenital adrenal hyperplasia.The British journal of developmental psychology · 2025Article
- Network psychometrics and the network approach to posttraumatic stress disorder: A conceptual and methodological overview.Journal of traumatic stress · 2025Review
- Article
- Sex, Neural Networks, and Behavioral Symptoms Among Adolescents With Multisite Pain.JAMA network open · 2025Article
21 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Network science is booming! While the insights and images afforded by network mapping techniques are compelling, implementing the techniques is often daunting to researchers. Thus, the aim of this tutorial is to facilitate implementation in the context of GIMME, or group iterative multiple model estimation. GIMME is an automated network analysis approach for intensive longitudinal data. It creates person-specific networks that explain how variables are related in a system. The relations can signify current or future prediction that is common across people or applicable only to an individual. The tutorial begins with conceptual and mathematical descriptions of GIMME. It proceeds with a practical discussion of analysis steps, including data acquisition, preprocessing, program operation, a posteriori testing of model assumptions, and interpretation of results; throughout, a small empirical data set is analyzed to showcase the GIMME analysis pipeline. The tutorial closes with a brief overview of extensions to GIMME that may interest researchers whose questions and data sets have certain features. By the end of the tutorial, researchers will be equipped to begin analyzing the temporal dynamics of their heterogeneous time series data with GIMME.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.