ArticleDevelopmental cognitive neuroscience2022
A practical guide for researchers and reviewers using the ABCD Study and other large longitudinal datasets.
Article in Developmental cognitive neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 118 papers, 3 of them syntheses that pooled it.
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.
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Who cites it
118 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- The Relationship Between Family History of Depression and Brain Structure and Function: A Systematic Review of Large Cohorts.Biological psychiatry · 2026Pooled it
- Association between polygenic risk for Major Depression and brain structure in a mega-analysis of 50,975 participants across 11 studies.Molecular psychiatry · 2026Pooled it
- Research Review: On the (mis)use of puberty data in the ABCD Study® - a systematic review, problem illustration, and path forward.Journal of child psychology and psychiatry, and allied disciplines · 2026Pooled it
- The Utility of Machine Learning-Enhanced Developmental Cascade Models in Prevention Science.Prevention science : the official journal of the Society for Prevention Research · 2026Article
- Neural correlates of resilience to trauma during adolescence: A multi-modal study.JCPP advances · 2026Article
- ABCD-ReproNim: An educational program for responsible and reproducible analyses of ABCD data.Developmental cognitive neuroscience · 2026Article
- Untangling relationships between cognitive development and child and adolescent mental health: Findings from the ABCD Study.Developmental cognitive neuroscience · 2026Review
- Distinct spatial associations of adversity with hippocampal macro- and microstructure in early adolescence.bioRxiv : the preprint server for biology · 2026Article
- Screen Time Is Associated with Altered Neural Maturation in a Massive Adolescent Cohort.Children (Basel, Switzerland) · 2026Article
- Resting-State Cortical Network and Subcortical Hyperconnectivity in Youth With Generalized Anxiety Disorder in the ABCD Study.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2026Article
- Adolescent Cannabis Expectancies Are Associated With Parental Drug Use History Via Negative Urgency.Journal of studies on alcohol and drugs · 2026Article
- Developmental coupling between obsessive-compulsive symptoms and psychotic-like experiences in youth: a four-wave longitudinal study.Scientific reports · 2026Article
- Challenges and opportunities of gap score methods for studying psychopathology resilience and vulnerability.medRxiv : the preprint server for health sciences · 2026Article
- Distinct associations between multimodal brain measures and psychopathology domains predict adolescent functioning.bioRxiv : the preprint server for biology · 2026Article
- MRI-based structural development of the human newborn hypothalamus.Developmental cognitive neuroscience · 2026Article
- Emotion Regulation Mediates the Link Between Exposure to Childhood Adversity and Transdiagnostic Symptom Domains in Youth.JAACAP open · 2026Article
- Timing and tempo of puberty and neurodevelopment following adversity: A registered report.Developmental cognitive neuroscience · 2026Article
- Contextualizing Socioeconomic Status Effects on Adolescent Brain Structure and Cognitive Skills: Evidence From the ABCD Study.Developmental science · 2026Article
- Psychiatric predictors of first-onset suicidal thoughts and behaviors throughout preadolescence: longitudinal associations in a US population-based study.Translational psychiatry · 2026Article
- Anterior Cingulate Cortex Reactivity to Social Stimuli Marks Individual Differences to Peer Victimization on Internalizing Symptoms in Adolescence.JAACAP open · 2026Article
58 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
15 authors.
Funding
Abstract
As the largest longitudinal study of adolescent brain development and behavior to date, the Adolescent Brain Cognitive Development (ABCD) Study® has provided immense opportunities for researchers across disciplines since its first data release in 2018. The size and scope of the study also present a number of hurdles, which range from becoming familiar with the study design and data structure to employing rigorous and reproducible analyses. The current paper is intended as a guide for researchers and reviewers working with ABCD data, highlighting the features of the data (and the strengths and limitations therein) as well as relevant analytical and methodological considerations. Additionally, we explore justice, equity, diversity, and inclusion efforts as they pertain to the ABCD Study and other large-scale datasets. In doing so, we hope to increase both accessibility of the ABCD Study and transparency within the field of developmental cognitive neuroscience.
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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.