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References from Adolescent development of decision making processes in n-back task performance and links to pubertal timing and tempo. Local targets link to admitted publications; unresolved targets remain external evidence.
The C Factor: Cognitive dysfunction as a transdiagnostic dimension in psychopathology
10.1016/j.cpr.2021.102007 · 2021 · External reference
A description of the ABCD organizational structure and communication framework
2018 · External reference
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Puberty differentially predicts brain maturation in male and female youth: A longitudinal ABCD study
10.1016/j.dcn.2023.101261 · 2023 · External reference
Modeling pubertal timing and tempo and examining links to behavior problems
10.1037/a0038096 · 2014 · External reference
Research review: On the (mis)use of puberty data in the ABCD study® – a systematic review, problem illustration, and path forward
10.1111/jcpp.70035 · 2026 · External reference
A developmental perspective on executive function
10.1111/j.1467-8624.2010.01499.x · 2010 · External reference
Brain charts for the human lifespan
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Development of the adolescent brain: Implications for executive function and social cognition
10.1111/j.1469-7610.2006.01611.x · 2006 · External reference
Timing and tempo of puberty and neurodevelopment following adversity: A registered report
10.1016/j.dcn.2026.101738 · 2026 · External reference
Latent brain state dynamics distinguish behavioral variability, impaired decision-making, and inattention
10.1038/s41380-021-01022-3 · 2021 · External reference
The NIH toolbox pattern comparison processing speed test: Normative data
10.1093/arclin/acv031 · 2015 · External reference
The Adolescent Brain Cognitive Development (ABCD) study: Imaging acquisition across 21 sites
10.1016/j.dcn.2018.03.001 · 2018 · External reference
The adolescent brain
2008 · External reference
Puberty and the education of girls
10.1177/019027250707000207 · 2007 · External reference
Developmental trajectories of executive functioning and puberty in boys and girls
10.1007/s10964-019-01021-2 · 2019 · External reference
Links between socioeconomic position and cognitive and behavioral regulation in adolescence: The role of pubertal development
10.1111/jora.12964 · 2024 · External reference
The tempo of puberty and its relationship to adolescent health and well-being: A systematic review
10.1111/apa.15092 · 2020 · External reference
The impact of emotional cues on short-term and long-term memory during adolescence
2016 · External reference
The nature and rate of cognitive maturation from late childhood to adulthood
10.3389/fpsyg.2015.00704 · 2015 · External reference
Girls’ pubertal timing and tempo and mental health: A longitudinal examination in an ethnically diverse sample
10.1016/j.jadohealth.2021.01.020 · 2021 · External reference
Socioeconomic status, BMI, and brain development in children
10.1038/s41398-022-01779-3 · 2022 · External reference
Defining the boundaries of early adolescence: A user’s guide to assessing pubertal status and pubertal timing in research with adolescents
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Socioeconomic status and cognitive functioning: Moving from correlation to causation
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10.1111/cogs.12627 · 2018 · External reference
What is in our environment that effects puberty?
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Socioeconomic disadvantage, pubertal development, and adolescent mental health and academic achievement: A longitudinal study
2026 · External reference
When does brain aging accelerate? Dangers of quadratic fits in cross-sectional studies
10.1016/j.neuroimage.2010.01.061 · 2010 · External reference
The effect of pubertal status on self-regulation of behavior and executive functions—A systematic review
10.1002/dev.70069 · 2025 · External reference
Cortical thickness across the lifespan: Data from 17,075 healthy individuals aged 3–90 years
10.1002/hbm.25364 · 2022 · External reference
Linking reinforcement learning, working memory, and choice dynamics to age and symptoms of anxiety and depression in adolescence
10.1016/j.dcn.2025.101626 · 2025 · External reference
Inference from iterative simulation using multiple sequences
10.1214/ss/1177011136 · 1992 · External reference
Age and task-related differences in timing stability, consistency, and natural frequency of children’s rhythmic, motor coordination
10.1002/dev.20186 · 2006 · External reference
Chronological age and biological maturity are separately positively associated with inhibitory control and working memory in boys and girls
10.3389/fcogn.2025.1565625 · 2025 · External reference
The neural basis of decision making
10.1146/annurev.neuro.29.051605.113038 · 2007 · External reference
Positive economic, psychosocial, and physiological ecologies predict brain structure and cognitive performance in 9–10-year-old children
10.3389/fnhum.2020.578822 · 2020 · External reference
Psychometric characteristics of the n-back task: Construct validity across age and stimulus type, internal consistency, test-retest and alternate forms reliability
10.1007/s12144-025-07318-9 · 2025 · External reference
Linking brain maturation and puberty during early adolescence using longitudinal brain age prediction in the ABCD cohort
10.1016/j.dcn.2023.101220 · 2023 · External reference
Processing speed in childhood and adolescence: Longitudinal models for examining developmental change
10.1111/j.1467-8624.2007.01088.x · 2007 · External reference
Processing speed as a mental capacity
10.1016/0001-6918(94)90003-5 · 1994 · External reference
Earlier onset of puberty in girls: Relation to increased body mass index and race
10.1542/peds.108.2.347 · 2001 · External reference
Assessing neurocognitive maturation in early adolescence based on baby and adult functional brain landscapes
10.1016/j.dcn.2025.101543 · 2025 · External reference
Differences in the functional brain architecture of sustained attention and working memory in youth and adults
10.1371/journal.pbio.3001938 · 2022 · External reference
Lifetime prevalence and age-of-onset distributions of DSM-IV disorders in the national comorbidity survey replication
10.1001/archpsyc.62.6.593 · 2005 · External reference
Ultrasonic bone age fractionates cognitive abilities in adolescence
10.1038/s41598-022-09329-z · 2022 · External reference
Cognitive computational neuroscience
10.1038/s41593-018-0210-5 · 2018 · External reference
Adolescence as a neurobiological critical period for the development of higher-order cognition
10.1016/j.neubiorev.2018.09.005 · 2018 · External reference
Is early good or bad? Early puberty onset and its consequences for learning
10.1016/j.cobeha.2020.10.005 · 2020 · External reference
What cognitive processes drive response biases? A diffusion model analysis
10.1017/s1930297500002680 · 2011 · External reference
Diffusion modeling and intelligence: Drift rates show both domain-general and domain-specific relations with intelligence
10.1037/xge0000774 · 2020 · External reference
Inference in generalized additive mixed models by using smoothing splines
10.1111/1467-9868.00183 · 1999 · External reference
The common factor of executive functions measures nothing but speed of information uptake
10.1007/s00426-023-01924-7 · 2024 · External reference
The development of nonverbal working memory and executive control processes in adolescents
10.1111/j.1467-8624.2005.00872.x · 2005 · External reference
Maturation of cognitive processes from late childhood to adulthood
10.1111/j.1467-8624.2004.00745.x · 2004 · External reference
An integrative model of the maturation of cognitive control
10.1146/annurev-neuro-071714-034054 · 2015 · External reference
Individual differences in boys’ and girls’ timing and tempo of puberty: Modeling development with nonlinear growth models
10.1037/a0023838 · 2011 · External reference
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Variations in the pattern of pubertal changes in boys
10.1136/adc.45.239.13 · 1970 · External reference
Disentangling the systems contributing to changes in learning during adolescence
10.1016/j.dcn.2019.100732 · 2020 · External reference
Pubertal timing and tempo differentially influence cortical and subcortical maturation in adolescence
10.1016/j.dcn.2025.101657 · 2026 · External reference
The hitchhiker’s guide to longitudinal models: A primer on model selection for repeated-measures methods
10.1016/j.dcn.2023.101281 · 2023 · External reference
Understanding puberty and its measurement: Ideas for research in a new generation
10.1111/jora.12371 · 2019 · External reference
Inter-individual variability in structural brain development from late childhood to young adulthood
10.1016/j.neuroimage.2021.118450 · 2021 · External reference
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10.1016/j.neuroscience.2014.07.031 · 2014 · External reference
Maturation of white matter is associated with the development of cognitive functions during childhood
10.1162/0898929041920441 · 2004 · External reference
Concurrent maturation of visuomotor skills and motion perception in typically-developing children and adolescents
10.1002/dev.21931 · 2020 · External reference
Neurophysiology of human perceptual decision-making
10.1146/annurev-neuro-092019-100200 · 2021 · External reference
Multimodal measurement of pubertal development: Stage, timing, tempo, and hormones
10.1111/cdev.14220 · 2025 · External reference
DockerHDDM: A user-friendly environment for Bayesian hierarchical drift-diffusion modeling
10.1177/25152459241298700 · 2025 · External reference
Computational modeling of the n-back task in the ABCD study: Associations of drift diffusion model parameters to polygenic scores of mental disorders and cardiometabolic diseases
2023 · External reference
Neural decision dynamics underlying reinforcement learning and working memory
10.1016/j.isci.2026.115471 · 2026 · External reference
Computational phenotyping of brain-behavior dynamics underlying approach-avoidance conflict in major depressive disorder
10.1371/journal.pcbi.1008955 · 2021 · External reference
A self-report measure of pubertal status: Reliability, validity, and initial norms
10.1007/bf01537962 · 1988 · External reference
Ovarian hormones organize the maturation of inhibitory neurotransmission in the frontal cortex at puberty onset in female mice
10.1016/j.cub.2017.05.027 · 2017 · External reference
Does puberty mark a transition in sensitive periods for plasticity in the associative neocortex?
2017 · External reference
Unresolved reference
2025 · External reference
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Children are not like older adults: A diffusion model analysis of developmental changes in speeded responses
10.1111/j.1467-8624.2011.01683.x · 2012 · External reference
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10.1162/neco.2008.12-06-420 · 2008 · External reference
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10.1016/j.tics.2016.01.007 · 2016 · External reference
Is executive dysfunction a risk marker or consequence of psychopathology? A test of executive function as a prospective predictor and outcome of general psychopathology in the adolescent brain cognitive development study®
10.1016/j.dcn.2021.100994 · 2021 · External reference
Functional maturation of the executive system during adolescence
10.1523/jneurosci.2345-13.2013 · 2013 · External reference
The age of adolescence
10.1016/s2352-4642(18)30022-1 · 2018 · External reference
Individual differences in components of reaction time distributions and their relations to working memory and intelligence
10.1037/0096-3445.136.3.414 · 2007 · External reference
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10.3390/jintelligence4040013 · 2016 · External reference
The impact of change in neighborhood poverty on BMI trajectory of 37,544 New York City youth: A longitudinal study
10.1186/s12889-020-09772-5 · 2020 · External reference
Trait characteristics of diffusion model parameters
10.3390/jintelligence4030007 · 2016 · External reference
The dual systems model: Review, reappraisal, and reaffirmation
2016 · External reference
Protracted development of executive and mnemonic brain systems underlying working memory in adolescence: A longitudinal fMRI study
10.1016/j.neuroimage.2017.01.016 · 2017 · External reference
Unresolved reference
External reference
Psychology and neurobiology of simple decisions
10.1016/j.tins.2004.01.006 · 2004 · External reference
Advancing understanding of executive function impairments and psychopathology: Bridging the gap between clinical and cognitive approaches
10.3389/fpsyg.2015.00328 · 2015 · External reference
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10.1037/a0018022 · 2010 · External reference
A dual systems model of adolescent risk-taking
10.1002/dev.20445 · 2010 · External reference
Early pubertal timing mediates the association between low socioeconomic status and poor attention and executive functioning in a diverse community sample of adolescents
10.1007/s10964-020-01198-x · 2020 · External reference
Development of the cerebral cortex across adolescence: A multisample study of inter-related longitudinal changes in cortical volume, surface area, and thickness
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Longitudinal working memory development is related to structural maturation of frontal and parietal cortices
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A canonical trajectory of executive function maturation from adolescence to adulthood
10.1038/s41467-023-42540-8 · 2023 · External reference
Associations of family income with cognition and brain structure in USA children: Prevention implications
10.1038/s41380-021-01130-0 · 2021 · External reference
Efficiency of evidence accumulation as a formal model-based measure of task-general executive functioning in adolescents
10.1037/abn0001043 · 2025 · External reference
Early puberty is associated with higher academic achievement in boys and girls and partially explains academic sex differences
10.1016/j.jadohealth.2021.02.001 · 2021 · External reference
A longitudinal analysis of puberty-related cortical development
10.1016/j.neuroimage.2020.117684 · 2021 · External reference
The conception of the ABCD study: From substance use to a broad NIH collaboration
2018 · External reference
Mental speed is high until age 60 as revealed by analysis of over a million participants
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Interpreting the parameters of the diffusion model: An empirical validation
10.3758/bf03196893 · 2004 · External reference
Cognitive efficiency beats top-down control as a reliable individual difference dimension relevant to self-control
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The role of speed in ADHD-related working memory deficits: A time-based resource-sharing and diffusion model account
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The diffusion model’s drift rate parameter primarily reflects efficiency, rather than speed, of evidence accumulation
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Cognitive modeling informs interpretation of go/no-go task-related neural activations and their links to externalizing psychopathology
2020 · External reference
Dissociable contributions of goal-relevant evidence and goal-irrelevant familiarity to individual and developmental differences in conflict recognition
10.1111/cogs.70019 · 2024 · External reference
Diffusion models of the flanker task: Discrete versus gradual attentional selection
10.1016/j.cogpsych.2011.08.001 · 2011 · External reference
HDDM: Hierarchical Bayesian estimation of the drift-diffusion model in Python
10.3389/fninf.2013.00014 · 2013 · External reference
Unraveling age, puberty and testosterone effects on subcortical brain development across adolescence
10.1016/j.psyneuen.2018.02.034 · 2018 · External reference
Assessing the longitudinal associations between decision-making processes and attention problems in early adolescence
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Unresolved reference
2017 · External reference
Executive function and psychopathology: A neurodevelopmental perspective
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Compulsivity and impulsivity traits linked to attenuated developmental frontostriatal myelination trajectories
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