Scott Haden Kollins

Journal Article JAMA Netw Open · February 2, 2026 IMPORTANCE: As generative artificial intelligence (GenAI) tools become increasingly integrated into the daily lives of youth, it is critical to study their usage patterns and potential implications for mental health. While there is evidence of a rapid pace ... Full text Link to item Cite

Assessment of Attention-Deficit/Hyperactivity Disorder in Young Autistic Children.

Journal Article J Clin Child Adolesc Psychol · 2026 OBJECTIVE: Co-occurring attention-deficit/hyperactivity disorder (ADHD) is present for many autistic children and is associated with increased impairments, unique treatment needs, and decreased response to autism-specific interventions. Diagnosing ADHD in ... Full text Link to item Cite

Smartphone Engagement During School Hours Among US Youths.

Journal Article JAMA Netw Open · August 1, 2025 Full text Link to item Cite

Effects of initial nicotine exposure on cognition and nicotine reinforcement among non-smoking young adults with and without attention deficit hyperactivity disorder.

Journal Article J Psychopharmacol · July 2025 BACKGROUND: People with attention deficit hyperactivity disorder (ADHD) use nicotine products at higher rates than those without. Greater initial sensitivity to nicotine's cognitive effects may explain this association. AIMS: This study examined associatio ... Full text Link to item Cite

Technology Effects and Child Health: Wellness Impact and Social Effects (TECHWISE): Protocol for a Prospective, Observational, Real-World Study.

Journal Article JMIR Res Protoc · June 19, 2025 BACKGROUND: There has been controversy over the extent to which technology use in general-and social media exposure specifically-may be associated with adverse youth mental health outcomes. To date, studies have generally been small and exploratory, relyin ... Full text Link to item Cite

Sleep Physiology and Neurocognition Among Adolescents With Attention-Deficit/Hyperactivity Disorder.

Journal Article J Am Acad Child Adolesc Psychiatry · February 2025 OBJECTIVE: Few studies have characterized the nature of sleep problems among adolescents with attention-deficit/hyperactivity disorder (ADHD) using polysomnography (PSG). Additionally, although adolescents with ADHD and adolescents with sleep disturbances ... Full text Link to item Cite

Behavioral characteristics of toddlers later identified with an autism diagnosis, ADHD symptoms, or combined autism and ADHD symptoms.

Journal Article J Child Psychol Psychiatry · February 2025 BACKGROUND: Autism commonly co-occurs with attention-deficit/hyperactivity disorder (ADHD), but less is known regarding how ADHD symptoms impact the early presentation of autism. This study examined early behavioral characteristics of a community sample of ... Full text Link to item Cite

Technology Effects and Child Health: Wellness Impact and Social Effects (TECHWISE): Protocol for a Prospective, Observational, Real-World Study (Preprint)

Preprint · December 13, 2024 Full text Cite

A digital intervention for cognitive deficits following COVID-19: a randomized clinical trial.

Journal Article Neuropsychopharmacology · December 2024 Post-COVID-19 cognitive deficits are common, persistent, and disabling. Evidence on effective treatments is limited. The goal of this study was to investigate the efficacy of a digital intervention to reduce cognitive and functional deficits in adults with ... Full text Link to item Cite

Real world analysis of treatment change and response in adults with attention-deficit/hyperactivity disorder (ADHD) alone and with concomitant psychiatric comorbidities: results from an electronic health record database study is the United States.

Journal Article BMC Psychiatry · September 16, 2024 BACKGROUND: The objectives of this study were to examine the association of psychiatric comorbidities and patient characteristics with treatment change and response as well as to assess the association between treatment change and healthcare resource utili ... Full text Link to item Cite

Adaptive Behavior in Young Autistic Children: Associations with Irritability and ADHD Symptoms.

Journal Article J Autism Dev Disord · September 2024 Attention-deficit/hyperactivity disorder (ADHD) symptoms affect 40-60% of autistic children and have been linked to differences in adaptive behavior. It is unclear whether adaptive behavior in autistic youth is directly impacted by co-occurring ADHD sympto ... Full text Link to item Cite

Real-time cognitive performance metrics derived from a digital therapeutic for inattention predict ADHD-related clinical outcomes: Replication across three independent trials of AKL-T01.

Journal Article Transl Psychiatry · August 11, 2024 AKL-T01 is a digital therapeutic (DTx) that targets attention by generating conflict at dynamically updated difficulty levels during a multitasking game. Clinical trials support AKL-T01's efficacy in attention-deficit/hyperactivity disorder (ADHD), but the ... Full text Link to item Cite

Brief Report: Relationships Between Caregiver-Reported Externalizing and Internalizing Behaviors and the Modified Checklist for Autism in Toddlers.

Journal Article J Autism Dev Disord · July 12, 2024 PURPOSE: Early detection and intervention are associated with improved outcomes for autistic children. Thus, it is important to understand factors influencing early screening tools designed to detect autism. This study examined the relationship between car ... Full text Link to item Cite

Two single arm trials of AKL-T01, a digital therapeutic for adolescents and adults with ADHD.

Journal Article Npj Ment Health Res · June 19, 2024 Inattention symptoms represent a key driver of functional impairment in ADHD and often persist into adolescence and adulthood, underscoring a need for novel treatments targeting attentional control. We evaluated AKL-T01-a digital therapeutic that is FDA-cl ... Full text Link to item Cite

Secondary analyses of sex differences in attention improvements across three clinical trials of a digital therapeutic in children, adolescents, and adults with ADHD.

Journal Article BMC Public Health · April 29, 2024 BACKGROUND: Attention-deficit/hyperactivity disorder (ADHD) remains underdiagnosed and undertreated in girls. Inattentive symptoms, often predominant in girls with ADHD, represent a key driver of impairment and often persist into adulthood. AKL-T01 is a re ... Full text Link to item Cite

Serdexmethylphenidate/dexmethylphenidate for children with attention-deficit/hyperactivity disorder: dose optimization from a laboratory classroom study.

Journal Article Front Psychiatry · 2024 OBJECTIVE: To evaluate treatment responder rate using the Attention-Deficit/Hyperactivity Disorder Rating Scale-5 (ADHD-RS-5) score based on optimized dose level of serdexmethylphenidate/dexmethylphenidate (SDX/d-MPH) and changes in ADHD severity in childr ... Full text Link to item Cite

Serdexmethylphenidate/dexmethylphenidate capsules for children and adolescents with attention-deficit/hyperactivity disorder (ADHD): a plain language summary

Journal Article Future Neurology · January 1, 2024 What is this summary about?: This is a plain language summary of 2 articles published in the Journal of Child and Adolescent Psychopharmacology. It describes a medication called serdexmethylphenidate/dexmethylphenidate, or SDX/d-MPH for short. SDX/d-MPH is ... Full text Cite

Evaluating the clinical validity of a real-time cognitive metric derived from AKL-T03, a digital therapeutic targeting attentional control, in the treatment of depression

Conference Procedia Computer Science · January 1, 2024 An advantage of digital therapeutics (DTx) is the ability to provide objective, real-time assessment of patients during cognitivebehavioral treatments, without additional user input beyond engaging with the treatment itself. Randomized controlled trials (R ... Full text Cite

Associations of comorbid substance use disorders with clinical outcomes in schizophrenia using electronic health record data.

Journal Article Schizophr Res · October 2023 BACKGROUND AND HYPOTHESIS: Schizophrenia and comorbid substance use disorders (SUDs) are associated with poor treatment outcomes but differences between the associations of different SUDs with clinical outcomes are poorly characterized. This study examines ... Full text Link to item Cite

"Click and mortar" opportunities for digitization and consumerism in trials.

Journal Article Contemp Clin Trials · September 2023 BACKGROUND: Digitization (using novel digital tools and strategies) and consumerism (taking a consumer-oriented approach) are increasingly commonplace in clinical trials, but the implications of these changes are not well described. METHODS: We assembled a ... Full text Link to item Cite

Prenatal and Childhood Smoke Exposure Associations with Cognition, Language, and Attention-Deficit/Hyperactivity Disorder.

Journal Article J Pediatr · May 2023 OBJECTIVE: To assess the relationships of prenatal and childhood smoke exposure with specific neurodevelopmental and behavioral problems during early childhood. STUDY DESIGN: A subsample (n = 386) of mother-child dyads from the Newborn Epigenetic Study (NE ... Full text Link to item Cite

Early trajectory of clinical global impression as a transdiagnostic predictor of psychiatric hospitalisation: a retrospective cohort study.

Journal Article Lancet Psychiatry · May 2023 BACKGROUND: Identifying patients most at risk of psychiatric hospitalisation is crucial to improving service provision and patient outcomes. Existing predictors focus on specific clinical scenarios and are not validated with real-world data, limiting their ... Full text Link to item Cite

Predictive Value of Early Autism Detection Models Based on Electronic Health Record Data Collected Before Age 1 Year.

Journal Article JAMA Netw Open · February 1, 2023 IMPORTANCE: Autism detection early in childhood is critical to ensure that autistic children and their families have access to early behavioral support. Early correlates of autism documented in electronic health records (EHRs) during routine care could all ... Full text Link to item Cite

Intranasal Use of Prescription Stimulants Among Adults Aged 18 to 30: Results From A Crowdsourcing Platform.

Journal Article J Atten Disord · January 2023 OBJECTIVE: Few studies of prescription stimulant non-oral, non-medical use (NMU) (defined by use not as prescribed) have been conducted in adults beyond the college population. The purpose of this study was to characterize prescription stimulant non-oral u ... Full text Link to item Cite

Screen media technology and ADHD in children and adolescents: Potential perils and emerging opportunities

Chapter · January 1, 2023 Screen media technology (SMT) use has become increasingly prevalent among youth, and is associated with a variety of negative outcomes, including poor sleep and impairments in several domains of cognitive functioning, including task-switching, attention, w ... Full text Cite

Predicting premature discontinuation of medication for opioid use disorder from electronic medical records.

Journal Article AMIA Annu Symp Proc · 2023 Medications such as buprenorphine-naloxone are among the most effective treatments for opioid use disorder, but limited retention in treatment limits long-term outcomes. In this study, we assess the feasibility of a machine learning model to predict retent ... Link to item Cite

Sleep onset, duration, or regularity: which matters most for child adiposity outcomes?

Conference Int J Obes (Lond) · August 2022 BACKGROUND/OBJECTIVES: Sleep measures, such as duration and onset timing, are associated with adiposity outcomes among children. Recent research among adults has considered variability in sleep and wake onset times, with the Sleep Regularity Index (SRI) as ... Full text Link to item Cite

Regularity and Timing of Sleep Patterns and Behavioral Health Among Adolescents.

Journal Article J Dev Behav Pediatr · May 1, 2022 OBJECTIVE: Sleep is vital to supporting adolescent behavioral health and functioning; however, sleep disturbances remain under-recognized and undertreated in many health care settings. One barrier is the complexity of sleep, which makes it difficult for pr ... Full text Link to item Cite

NeuroBlu, an electronic health record (EHR) trusted research environment (TRE) to support mental healthcare analytics with real-world data.

Journal Article BMJ Open · April 22, 2022 PURPOSE: NeuroBlu is a real-world data (RWD) repository that contains deidentified electronic health record (EHR) data from US mental healthcare providers operating the MindLinc EHR system. NeuroBlu enables users to perform statistical analysis through a s ... Full text Link to item Cite

Parenting Stress, Child Weight-Related Behaviors, and Child Weight Status.

Journal Article Child Obes · April 2022 Background: There has been limited examination of the association between parenting stress and child weight-related behaviors. We aimed to determine whether parenting stress is associated with child weight-related behaviors, including physical activity, sc ... Full text Link to item Cite

Shuffle the Decks: Children Are Sensitive to Incidental Nonrandom Structure in a Sequential-Choice Task.

Journal Article Psychol Sci · April 2022 As children age, they can learn increasingly complex features of environmental structure-a key prerequisite for adaptive decision-making. Yet when we tested children (N = 304, 4-13 years old) in the Children's Gambling Task, an age-appropriate variant of t ... Full text Link to item Cite

Impact of daily caffeine intake and timing on electroencephalogram-measured sleep in adolescents.

Journal Article J Clin Sleep Med · March 1, 2022 STUDY OBJECTIVES: Caffeine use is ubiquitous among adolescents and may be harmful to sleep, with downstream implications for health and development. Research has been limited by self-reported and/or aggregated measures of sleep and caffeine collected at a ... Full text Link to item Cite

Editorial: The gathering storm: a US perspective on the scientific response to the COVID-19 child and adolescent mental health crisis.

Journal Article J Child Psychol Psychiatry · February 2022 Full text Link to item Cite

ADHD, Religiosity, and Psychiatric Comorbidity in Adolescence and Adulthood.

Journal Article J Atten Disord · January 2022 OBJECTIVE: Religiosity has been repeatedly proposed as protective in the development of depression, sociopathy and addictions. ADHD frequently co-occurs with these same conditions. Although ADHD symptoms may affect religious practice, religiosity in ADHD r ... Full text Link to item Cite

Pragmatic adaptations of telehealth-delivered caregiver coaching for children with autism in the context of COVID-19: Perspectives from the United States and South Africa.

Journal Article Autism · January 2022 COVID-19 caused many autism spectrum disorder caregiver-coaching studies to move to telehealth. Telehealth can increase the diversity of people who take part in research. This matters because most autism spectrum disorder studies have included people who h ... Full text Link to item Cite

Author Correction: Validation of the Sleep Regularity Index in Older Adults and Associations with Cardiometabolic Risk.

Journal Article Sci Rep · December 16, 2021 Full text Link to item Cite

Eveningness Diurnal Preference: Putting the "Sluggish" in Sluggish Cognitive Tempo.

Journal Article J Atten Disord · December 2021 OBJECTIVE: Eveningness diurnal preference is common in psychiatric conditions, including attention-deficit/hyperactivity disorder (ADHD) and internalizing disorders. Little is known about how diurnal preference relates to sluggish cognitive tempo (SCT)-a d ... Full text Link to item Cite

Large-scale genetic investigation reveals genetic liability to multiple complex traits influencing a higher risk of ADHD.

Journal Article Sci Rep · November 19, 2021 Attention Deficit-Hyperactivity Disorder (ADHD) is a complex psychiatric and neurodevelopmental disorder that develops during childhood and spans into adulthood. ADHD's aetiology is complex, and evidence about its cause and risk factors is limited. We leve ... Full text Link to item Cite

Efficacy and Safety of a Long-Acting Multilayer-Release Methylphenidate Formulation (PRC-063) in the Treatment of Adolescent Attention-Deficit/Hyperactivity Disorder: A Randomized, Double-Blind Clinical Trial with a 6-Month Open-Label Extension.

Journal Article J Child Adolesc Psychopharmacol · November 2021 Objectives: To study the safety and efficacy of the long-acting methylphenidate formulation PRC-063 in adolescents with attention-deficit/hyperactivity disorder (ADHD). Methods: Adolescents 12 to ≤17 years who met Diagnostic and Statistical Manual of Menta ... Full text Link to item Cite

A Randomized, Controlled Laboratory Classroom Study of Serdexmethylphenidate and d-Methylphenidate Capsules in Children with Attention-Deficit/Hyperactivity Disorder.

Journal Article J Child Adolesc Psychopharmacol · November 2021 Objectives: To evaluate the efficacy and safety of once-daily serdexmethylphenidate/dexmethylphenidate (SDX/d-MPH) capsules (Azstarys™) compared with placebo in children with attention-deficit/hyperactivity disorder (ADHD) in a randomized, double-blind, do ... Full text Link to item Cite

Patterns of Health Services Use Before Age 1 in Children Later Diagnosed With ADHD.

Journal Article J Atten Disord · October 2021 Background: Children with ADHD have 2 to 3 times increased health care utilization and annual costs once diagnosed, but little is known about utilization patterns early in life, prior to diagnosis. Quantifying early health services use among children later ... Full text Link to item Cite

Correction to: The role of machine learning in clinical research: transforming the future of evidence generation.

Journal Article Trials · September 6, 2021 Full text Open Access Link to item Cite

The World Federation of ADHD International Consensus Statement: 208 Evidence-based conclusions about the disorder.

Journal Article Neurosci Biobehav Rev · September 2021 BACKGROUND: Misconceptions about ADHD stigmatize affected people, reduce credibility of providers, and prevent/delay treatment. To challenge misconceptions, we curated findings with strong evidence base. METHODS: We reviewed studies with more than 2000 par ... Full text Link to item Cite

A scalable computational approach to assessing response to name in toddlers with autism.

Journal Article J Child Psychol Psychiatry · September 2021 BACKGROUND: This study is part of a larger research program focused on developing objective, scalable tools for digital behavioral phenotyping. We evaluated whether a digital app delivered on a smartphone or tablet using computer vision analysis (CVA) can ... Full text Link to item Cite

Reactions to reduced nicotine content cigarettes in a sample of young adult, low-frequency smokers.

Journal Article Psychopharmacology (Berl) · September 2021 RATIONALE: Reducing nicotine content in cigarettes to ≤ 2.4 mg per g of tobacco [mg/g] reduces smoking behavior and toxicant exposure among adult daily smokers. However, cigarettes with similar nicotine content could support continued experimentation and s ... Full text Link to item Cite

The role of machine learning in clinical research: transforming the future of evidence generation.

Journal Article Trials · August 16, 2021 BACKGROUND: Interest in the application of machine learning (ML) to the design, conduct, and analysis of clinical trials has grown, but the evidence base for such applications has not been surveyed. This manuscript reviews the proceedings of a multi-stakeh ... Full text Open Access Link to item Cite

Computational Methods to Measure Patterns of Gaze in Toddlers With Autism Spectrum Disorder.

Journal Article JAMA Pediatr · August 1, 2021 IMPORTANCE: Atypical eye gaze is an early-emerging symptom of autism spectrum disorder (ASD) and holds promise for autism screening. Current eye-tracking methods are expensive and require special equipment and calibration. There is a need for scalable, fea ... Full text Link to item Cite

Associations between maternal obesity, gestational cytokine levels and child obesity in the NEST cohort.

Journal Article Pediatr Obes · July 2021 BACKGROUND: Although maternal systemic inflammation is hypothesized to link maternal pre-pregnancy obesity to offspring metabolic dysfunction, patient empirical data are limited. OBJECTIVES: In this study, we hypothesized that pre-pregnancy obesity alters ... Full text Link to item Cite

Identifying the Best Questions for Rapid Screening of Secondhand Smoke Exposure Among Children.

Journal Article Nicotine Tob Res · June 8, 2021 INTRODUCTION: Many children suffer from secondhand smoke exposure (SHSe), which leads to a variety of negative health consequences. However, there is no consensus on how clinicians can best query parents for possible SHSe among children. We employed a data ... Full text Link to item Cite

Open-Label Dose Optimization of Methylphenidate Extended-Release Orally Disintegrating Tablet in a Laboratory Classroom Study of Children with Attention-Deficit/Hyperactivity Disorder.

Journal Article J Child Adolesc Psychopharmacol · June 2021 Objective: To examine the efficacy, safety, and tolerability of methylphenidate extended-release orally disintegrating tablets (MPH XR-ODT) for the treatment of attention-deficit/hyperactivity disorder (ADHD) during the open-label dose-optimization/stabili ... Full text Link to item Cite

Smoke-Free Home Rules and Association with Child Secondhand Smoke Exposure among Mother-Child Dyad Relationships.

Journal Article Int J Environ Res Public Health · May 14, 2021 Smoke-free home rules restrict smoking in the home, but biomarkers of secondhand smoke exposure are needed to help understand the association between smoke-free homes and child secondhand smoke exposure. Participants (n = 346) were majority Black/African A ... Full text Link to item Cite

DNA Methylation in Babies Born to Nonsmoking Mothers Exposed to Secondhand Smoke during Pregnancy: An Epigenome-Wide Association Study.

Journal Article Environ Health Perspect · May 2021 BACKGROUND: Maternal smoking during pregnancy is related to altered DNA methylation in infant umbilical cord blood. The extent to which low levels of smoke exposure among nonsmoking pregnant women relates to offspring DNA methylation is unknown. OBJECTIVE: ... Full text Open Access Link to item Cite

Pharmacotherapy for Preschool Children with Attention Deficit Hyperactivity Disorder (ADHD): Current Status and Future Directions.

Journal Article CNS Drugs · April 2021 In this review, we consider issues relating to the pharmacological treatment of young children with attention deficit hyperactivity disorder (ADHD). ADHD in preschool-age children has a profound impact on psychosocial function and developmental trajectory. ... Full text Link to item Cite

Effectiveness of a digital therapeutic as adjunct to treatment with medication in pediatric ADHD.

Journal Article NPJ Digit Med · March 26, 2021 STARS-Adjunct was a multicenter, open-label effectiveness study of AKL-T01, an app and video-game-based treatment for inattention, as an adjunct to pharmacotherapy in 8-14-year-old children with attention-deficit/hyperactivity disorder (ADHD) on stimulant ... Full text Link to item Cite

Sluggish Cognitive Tempo in Adults Referred for an ADHD Evaluation: A Psychometric Analysis of Self- and Collateral Report.

Journal Article J Atten Disord · February 2021 Objective: Sluggish cognitive tempo (SCT) symptoms uniquely contribute to psychiatric and functional outcomes in child samples; however, the psychometric properties of SCT measures among adult outpatients are unknown. Method: Adults (n = 124) presenting fo ... Full text Link to item Cite

Attention-deficit/hyperactivity disorder and the explore/exploit trade-off.

Journal Article Neuropsychopharmacology · February 2021 The ability to maximize rewards and minimize the costs of obtaining them is vital to making advantageous explore/exploit decisions. Exploratory decisions are theorized to be greater among individuals with attention-deficit/hyperactivity disorder (ADHD), po ... Full text Link to item Cite

Editorial: Is child mental health research structurally racist?

Journal Article J Child Psychol Psychiatry · February 2021 The past year has accelerated global discourse on the role played by institutional and societal factors in perpetuating inequities between racial and ethnic groups across all aspects of life. This editorial considers whether our traditional approaches to c ... Full text Link to item Cite

It Is Time to REACT: Opportunities for Digital Mental Health Apps to Reduce Mental Health Disparities in Racially and Ethnically Minoritized Groups.

Journal Article JMIR Ment Health · January 26, 2021 The behavioral health toll of the COVID-19 pandemic and systemic racism has directed increased attention to the potential of digital health as a way of improving access to and quality of behavioral health care. However, as the pandemic continues to widen h ... Full text Link to item Cite

Refraining from use diminishes cannabis-associated epigenetic changes in human sperm.

Journal Article Environ Epigenet · 2021 Cannabis use alters sperm DNA methylation, but the potential reversibility of these changes is unknown. Semen samples from cannabis users and non-user controls were collected at baseline and again following a 77-day period of cannabis abstinence (one sperm ... Full text Open Access Link to item Cite

Attention-deficit/hyperactivity disorder and college students

Chapter · December 4, 2020 ADHD is a neurodevelopmental disorder characterized by inattention, hyperactivity, and/or impulsivity that can cause impairment in a variety of domains across the life span. This chapter reviews the history and prevalence of ADHD as well as known etiologic ... Full text Cite

Sluggish cognitive tempo (SCT) in an adult outpatient sample seeking an attention-deficit/hyperactivity disorder assessment: Age of onset and assessment method impact on SCT rates.

Journal Article J Psychiatr Res · December 2020 BACKGROUND: Sluggish cognitive tempo (SCT) is associated with-but distinct from-attention-deficit/hyperactivity disorder (ADHD). This study examined SCT rates in adult outpatients seeking an ADHD assessment, differences in rates based on ADHD status, impac ... Full text Link to item Cite

It Is Time to REACT: Opportunities for Digital Mental Health Apps to Reduce Mental Health Disparities in Racially and Ethnically Minoritized Groups (Preprint)

Journal Article · November 2, 2020 UNSTRUCTUREDThe behavioral health toll of the COVID-19 pandemic and systemic racism has directed increased attention to the potential of digital health as a way of improving access to and ... Full text Cite

Health system utilization before age 1 among children later diagnosed with autism or ADHD.

Journal Article Sci Rep · October 19, 2020 Children with autism spectrum disorder (ASD) or attention deficit hyperactivity disorder (ADHD) have 2-3 times increased healthcare utilization and annual costs once diagnosed, but little is known about their utilization patterns early in life. Quantifying ... Full text Link to item Cite

A Pharmacokinetic Study of Methylphenidate Hydrochloride Multilayer Extended-Release Capsules (Aptensio XR®) in Preschool-Aged Children with Attention-Deficit/Hyperactivity Disorder.

Journal Article Paediatr Drugs · October 2020 OBJECTIVE: This was a single-dose, one-period, multicenter, pharmacokinetic (PK) study to evaluate the PK of methylphenidate (MPH) hydrochloride multilayer extended-release capsules (MPH-MLR) in preschool children aged 4 to < 6 years, previously diagnosed ... Full text Link to item Cite

Feasibility and Acceptability of Wearable Sleep Electroencephalogram Device Use in Adolescents: Observational Study.

Journal Article JMIR Mhealth Uhealth · October 1, 2020 BACKGROUND: Adolescence is an important life stage for the development of healthy behaviors, which have a long-lasting impact on health across the lifespan. Sleep undergoes significant changes during adolescence and is linked to physical and psychiatric he ... Full text Link to item Cite