Research graph
References from The rate of change in hypomanic traits longitudinally predicts the development of problematic smartphone use. Local targets link to admitted publications; unresolved targets remain external evidence.
Fear of missing out (FoMO) and internet use: a comprehensive systematic review and meta-analysis
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Unresolved reference
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A practical guide to linking brain-wide gene expression and neuroimaging data
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The association between problematic smartphone use and symptoms of anxiety and depression—a meta-analysis
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Machine learning classification of maladaptive rumination and cognitive distraction in terms of frequency specific complexity
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Cell type-specific transcriptional programs in mouse prefrontal cortex during adolescence and addiction
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The gateway hypothesis of rostral prefrontal cortex (area 10) function
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2021 · External reference
Anatomically related grey and white matter abnormalities in adolescent-onset schizophrenia
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Schizophrenia delays and alters maturation of the brain in adolescence
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Development and validation of a scale for hypomanic personality
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Fear of missing out, need for touch, anxiety and depression are related to problematic smartphone use
10.1016/j.chb.2016.05.079 · 2016 · External reference
Problematic smartphone use: a conceptual overview and systematic review of relations with anxiety and depression psychopathology
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Depression, anxiety and fear of missing out as correlates of social, non-social and problematic smartphone use
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10.1093/cercor/bhw157 · 2016 · External reference
Freesurfer
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Neuroanatomical and functional substrates of the short video addiction and its association with brain transcriptomic and cellular architecture
10.1016/j.neuroimage.2025.121029 · 2025 · External reference
Dissociable ventral and dorsal sensorimotor functional circuits linking the hypomanic personality traits to aggression via behavioral inhibition system
10.1016/j.ijchp.2024.100537 · 2025 · External reference
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10.3390/tomography8040150 · 2022 · External reference
Problematic mobile phone and smartphone use scales: a systematic review
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Problematic smartphone usage, objective smartphone engagement, and executive functions: a latent variable analysis
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What does the frontopolar cortex contribute to goal-directed cognition and action?
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Alterations in white matter integrity in young adults with smartphone dependence
10.3389/fnhum.2017.00532 · 2017 · External reference
Functional gradient alterations and their transcriptomic correlates in short-video addiction: the mediating role of negative affect and fear of missing out
10.1016/j.biopsycho.2026.109262 · 2026 · External reference
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Problematic smartphone use: investigating contemporary experiences using a convergent design
10.3390/ijerph15010142 · 2018 · External reference
The smartphone addiction scale: development and validation of a short version for adolescents
10.1371/journal.pone.0083558 · 2013 · External reference
Altered resting-state functional connectivity of the dorsal anterior cingulate cortex with intrinsic brain networks in male problematic smartphone users
2022 · External reference
Lateral orbitofrontal gray matter abnormalities in subjects with problematic smartphone use
10.1556/2006.8.2019.50 · 2019 · External reference
The disruption of functional connectome gradient revealing networks imbalance in pediatric bipolar disorder
10.1016/j.jpsychires.2023.05.084 · 2023 · External reference
Neurofunctional gradients and molecular signatures underlying problematic smartphone use: a connectomic, psychological, and transcriptomic study
10.1016/j.pnpbp.2026.111916 · 2026 · External reference
Multi-level pathways linking personality and mood to problematic smartphone use: a behavioral and neuroimaging study
10.1016/j.pnpbp.2026.111741 · 2026 · External reference
Structural and functional neural correlates in individuals with excessive smartphone use: a systematic review and meta-analysis
10.3390/ijerph192316277 · 2022 · External reference
Neural, psychological, and transcriptomic predictors of short video addiction: a multi-site longitudinal study of fear of missing out and negative affect
10.1016/j.neuroimage.2025.121605 · 2025 · External reference
Examining bi-directionality between fear of missing out and problematic smartphone use. A two-wave panel study among adolescents
10.1016/j.addbeh.2020.106360 · 2020 · External reference
Managing competing goals—a key role for the frontopolar cortex
10.1038/nrn.2017.111 · 2017 · External reference
Situating the default-mode network along a principal gradient of macroscale cortical organization
10.1073/pnas.1608282113 · 2016 · External reference
Standardizing workflows in imaging transcriptomics with the abagen toolbox
10.7554/elife.72129 · 2021 · External reference
I want it now! Neural correlates of hypersensitivity to immediate reward in hypomania
10.1016/j.biopsych.2011.10.008 · 2012 · External reference
The double-edged sword: a mixed methods study of the interplay between bipolar disorder and technology use
10.1016/j.chb.2017.05.009 · 2017 · External reference
Neuroimaging the effects of smartphone (over-)use on brain function and structure—a review on the current state of MRI-based findings and a roadmap for future research
10.1093/psyrad/kkad001 · 2023 · External reference
The association of motives with problematic smartphone use: a systematic review
10.5817/cp2023-1-2 · 2023 · External reference
Screen time and manic symptoms in early adolescents: prospective findings from the Adolescent Brain Cognitive Development Study
10.1007/s00127-025-02814-6 · 2025 · External reference
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Smartphone addiction is increasing across the world: a meta-analysis of 24 countries
10.1016/j.chb.2021.107138 · 2022 · External reference
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Microstructural and functional gradients are increasingly dissociated in transmodal cortices
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Motivational, emotional, and behavioral correlates of fear of missing out
10.1016/j.chb.2013.02.014 · 2013 · External reference
Multidimensional structure of the hypomanic personality scale
10.1037/a0022301 · 2011 · External reference
Morphometric similarity networks detect microscale cortical organization and predict inter-individual cognitive variation
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2004 · External reference
Prevalence of problematic smartphone usage and associated mental health outcomes amongst children and young people: a systematic review, meta-analysis and GRADE of the evidence
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10.1038/s42003-020-0794-7 · 2020 · External reference
Neural and computational mechanisms of loss aversion in smartphone addiction
10.1093/cercor/bhaf150 · 2025 · External reference
Anterior-posterior dissociation of default mode network predicts problematic smartphone use: a multi-site longitudinal and transcriptomic analysis
10.1016/j.chb.2025.108848 · 2026 · External reference
Functional connectome gradient of prefrontal cortex as biomarkers of high risk for internet gaming disorder
10.1016/j.neuroimage.2025.121010 · 2025 · External reference
Genes associated with cortical thickness alterations in behavioral addiction
10.1093/cercor/bhae298 · 2024 · External reference
Cortical patterning of morphometric similarity gradient reveals diverged hierarchical organization in sensory-motor cortices
10.1016/j.celrep.2021.109582 · 2021 · External reference
The impact of childhood trauma on short video addiction: psychological and morphological correlates
2025 · External reference
Brain network alterations in mobile phone use problem severity: a multimodal neuroimaging analysis
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The impact of bullying victimization on short video addiction in adolescents: the role of emotional distress and neural mechanisms
10.1111/adb.70038 · 2025 · External reference
Associations among depressive and anxious symptoms, fear of missing out, and problematic smartphone use severity among Chinese adolescents: a three-wave random-intercept cross-lagged panel analysis
10.2147/prbm.s529993 · 2025 · External reference
The association between fear of missing out and mobile phone addiction: a meta-analysis
10.1186/s40359-023-01376-z · 2023 · External reference
The longitudinal relationship between fear of missing out and problematic mobile phone use in adolescents: compensation for psychological distress rather than fulfillment of psychological needs
2025 · External reference
Neuroanatomical and functional substrates of the hypomanic personality trait and its prediction on aggression
10.1016/j.ijchp.2023.100397 · 2023 · External reference
