Last data update: Mar 17, 2025. (Total: 48910 publications since 2009)
Records 1-30 (of 34 Records) |
Query Trace: Holbrook JR[original query] |
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A systematic review and meta-analysis of chemical exposures and attention-deficit/hyperactivity disorder in children
Dimitrov LV , Kaminski JW , Holbrook JR , Bitsko RH , Yeh M , Courtney JG , O'Masta B , Maher B , Cerles A , McGowan K , Rush M . Prev Sci 2023 Exposure to certain chemicals prenatally and in childhood can impact development and may increase risk for attention-deficit/hyperactivity disorder (ADHD). Leveraging a larger set of literature searches conducted to synthesize results from longitudinal studies of potentially modifiable risk factors for childhood ADHD, we present meta-analytic results from 66 studies that examined the associations between early chemical exposures and later ADHD diagnosis or symptoms. Studies were eligible for inclusion if the chemical exposure occurred at least 6 months prior to measurement of ADHD diagnosis or symptomatology. Included papers were published between 1975 and 2019 on exposure to anesthetics (n = 5), cadmium (n = 3), hexachlorobenzene (n = 4), lead (n = 22), mercury (n = 12), organophosphates (n = 7), and polychlorinated biphenyls (n = 13). Analyses are presented for each chemical exposure by type of ADHD outcome reported (categorical vs. continuous), type of ADHD measurement (overall measures of ADHD, ADHD symptoms only, ADHD diagnosis only, inattention only, hyperactivity/impulsivity only), and timing of exposure (prenatal vs. childhood vs. cumulative), whenever at least 3 relevant effect sizes were available. Childhood lead exposure was positively associated with ADHD diagnosis and symptoms in all analyses except for the prenatal analyses (odds ratios (ORs) ranging from 1.60 to 2.62, correlation coefficients (CCs) ranging from 0.14 to 0.16). Other statistically significant associations were limited to organophosphates (CC = 0.11, 95% confidence interval (CI): 0.03-0.19 for continuous measures of ADHD outcomes overall), polychlorinated biphenyls (CC = 0.08, 95% CI: 0.02-0.14 for continuous measures of inattention as the outcome), and both prenatal and childhood mercury exposure (CC = 0.02, 95% CI: 0.00-0.04 for continuous measures of ADHD outcomes overall for either exposure window). Our findings provide further support for negative impacts of prenatal and/or childhood exposure to certain chemicals and raise the possibility that primary prevention and targeted screening could prevent or mitigate ADHD symptomatology. Furthermore, these findings support the need for regular review of regulations as our scientific understanding of the risks posed by these chemicals evolves. |
Systematic review and meta-analysis of the relationship between exposure to parental substance use and attention-deficit/hyperactivity disorder in children
Maher BS , Bitsko RH , Claussen AH , O'Masta B , Cerles A , Holbrook JR , Mahmooth Z , Chen-Bowers N , Rojo ALA , Kaminski JW , Rush M . Prev Sci 2023 Attention-deficit/hyperactivity disorder (ADHD) is characterized by persistent patterns of inattention, hyperactivity, and impulsiveness. Among US children and adolescents aged 3-17 years, 9.4% have a diagnosis of ADHD. Previous research suggests possible links between parental substance use and ADHD among children. We conducted a systematic review and meta-analysis of 86 longitudinal or retrospective studies of prenatal or postnatal alcohol, tobacco, or other parental substance use and substance use disorders and childhood ADHD and its related behavioral dimensions of inattention and hyperactivity-impulsivity. Meta-analyses were grouped by drug class and pre- and postnatal periods with combined sample sizes ranging from 789 to 135,732. Prenatal exposure to alcohol or tobacco and parent substance use disorders were consistently and significantly associated with ADHD among children. Other parental drug use exposures resulted in inconsistent or non-significant findings. Prevention and treatment of parental substance use may have potential for impacts on childhood ADHD. |
A population-based study of the utility of screening for tics and the relative contribution of tics and psychiatric comorbidity to academic and social impairment in adolescents
Smith JN , Owens JS , Evans SW , Bitsko RH , Holbrook JR . Evid Based Pract Child Adolesc Ment Health 2023 This study examined the performance of a brief screening tool for tics in adolescents. Academic and social impairment in students by tic screen status and emotional/behavioral problem status were examined. Data were collected as part of an epidemiologic study, the Project to Learn about Youth–Mental Health. Participants were 2,312 secondary school students at the Ohio site (47.4% female; 94.4% non-Hispanic white) and their teachers. Students completed 6 items from the Motor tic, Obsessions and compulsions, Vocal tic Evaluation Survey (MOVES-6) and the Strengths and Difficulties Questionnaire (SDQ). Teachers completed the Proxy Report Questionnaire for tics and SDQ. Based on responses to the MOVES-6, 11.1% of students screened positive for tics. Internal consistency was adequate (α = 0.76); inter-rater consistency between teachers and students was low (0.03). Based on student self-report, those who screened positive for tics self-reported more academic and social impairment than students who screened negative for tics; teacher-report of impairment was similar between those with a positive or negative tic screen. Students who screened positive for tics and reported internalizing difficulties reported more academic and social impairment than students with only a positive tic screen. Teachers perceived those screening positive for tics and externalizing difficulties as the most socially impaired. In conclusion, a positive self-reported tic screen was associated with self-reported academic and social impairment. Findings reveal the independent contribution of tics to impairment, even when internalizing and externalizing problems are present, and the potential utility of a school-based screening for tics in adolescents. © 2023 Society of Clinical Child & Adolescent Psychology. |
Validation of the Diagnostic Interview Schedule For Children (DISC-5) tic disorder and attention-deficit/hyperactivity disorder modules
Bitsko RH , Holbrook JR , Fisher PW , Lipton C , van Wijngaarden E , Augustine EF , Mink JW , Vierhile A , Piacentini J , Walkup J , Firchow B , Ali AR , Badgley A , Adams HR . Evid Based Pract Child Adolesc Mental Heal 2023 Effective methods to assess mental disorders in children are necessary for accurate prevalence estimates and to monitor prevalence over time. This study assessed updates of the tic disorder and attention-deficit/hyperactivity disorder (ADHD) modules of the Diagnostic Interview Schedule for Children, Version 5 (DISC-5) that reflect changes in diagnostic criteria in the Diagnostic and Statistical Manual of Mental Disorders (Fifth edition, DSM-5). The DISC-5 tic disorder and ADHD parent- and child-report modules were compared to expert clinical assessment for 100 children aged 6–17 years (40 with tic disorder alone, 17 with tic disorder and ADHD, 9 with ADHD alone, and 34 with neither) for validation. For the tic disorder module, parent-report had high (>90%) sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy, while the youth-report had high specificity and PPV, moderate accuracy (81.4%), and lower sensitivity (69.8%) and NPV (67.3%). The ADHD module performed less well: parent-report had high NPV (91.4%), moderate sensitivity (80.8%), and lower specificity (71.6%), PPV (50.0%), and accuracy (74.0%); youth-report had moderate specificity (82.8%) and NPV (88.3%), and lower sensitivity (65.0%), PPV (54.2%), and accuracy (78.6%). Adding teacher-report of ADHD symptoms to DISC-5 parent-report of ADHD increased sensitivity (94.7%) and NPV (97.1%), but decreased specificity (64.2%), PPV (48.7%), and accuracy (72.2%). These findings support the use of the parent-report tic disorder module alone or in combination with the child report module in future research and epidemiologic studies; additional validation studies are warranted for the ADHD module. © 2023 Society of Clinical Child & Adolescent Psychology. |
Clinical characteristics of children with Tourette syndrome with and without sleep disorder
Ricketts EJ , Wolicki SB , Holbrook JR , Rozenman M , McGuire JF , Charania SN , Piacentini J , Mink JW , Walkup JT , Woods DW , Claussen AH . Pediatr Neurol 2023 141 18-24 BACKGROUND: Sleep problems are common in children with Tourette Syndrome (TS). However, research regarding their demographic and clinical profile is limited. METHODS: We examined characteristics of 114 children aged five to 17 years with a lifetime diagnosis of TS and compared children with sleep disorder (n = 32) and without sleep disorder (n = 82). Parent report from the 2014 National Survey of the Diagnosis and Treatment of ADHD and Tourette Syndrome provided demographics and clinical information, other diagnosed disorders, medication use, TS severity, and impairment. RESULTS: More children with TS with sleep disorder were from households with lower parental education (P < 0.01) and poverty (P = 0.04); had other diagnoses (P = 0.03), including obsessive-compulsive disorder (P < 0.01), oppositional defiant disorder or conduct disorder (P < 0.01), attention-deficit/hyperactivity disorder (ADHD) (P = 0.02), and autism (P = 0.03); and had ever used TS medication (P = 0.01) than children with TS without sleep disorder. More children with TS with sleep disorder had severe TS symptoms (P <0.01), tic-related impairment (P<0.01), and severe ADHD symptoms (P < 0.01) compared with children with TS without sleep disorder. CONCLUSIONS: Findings suggest greater parent-reported impact and tic-related interference in children with TS with sleep disorder compared with TS without sleep disorder. Results underscore the importance of monitoring and intervention for TS exacerbations, other diagnosed disorders, and medication use, and consideration of socioeconomic context in sleep disorder management and prevention in children with TS. |
Childhood physical health and attention deficit/hyperactivity disorder: A systematic review and meta-analysis of modifiable factors
So M , Dziuban EJ , Pedati CS , Holbrook JR , Claussen AH , O'Masta B , Maher B , Cerles AA , Mahmooth Z , MacMillan L , Kaminski JW , Rush M . Prev Sci 2022 Although neurobiologic and genetic factors figure prominently in the development of attention deficit/hyperactivity disorder (ADHD), adverse physical health experiences and conditions encountered during childhood may also play a role. Poor health is known to impact the developing brain with potential lifelong implications for behavioral issues. In attempt to better understand the relationship between childhood physical health and the onset and presence of ADHD symptoms, we summarized international peer-reviewed articles documenting relationships between a select group of childhood diseases or health events (e.g., illnesses, injuries, syndromes) and subsequent ADHD outcomes among children ages 0-17years. Drawing on a larger two-phase systematic review, 57 longitudinal or retrospective observational studies (1978-2021) of childhood allergies, asthma, eczema, head injury, infection, or sleep problems and later ADHD diagnosis or symptomatology were identified and subjected to meta-analysis. Significant associations were documented between childhood head injuries, infections, and sleep problems with both dichotomous and continuous measures of ADHD, and between allergies with dichotomous measures of ADHD. We did not observe significant associations between asthma or eczema with ADHD outcomes. Heterogeneity detected for multiple associations, primarily among continuously measured outcomes, underscores the potential value of future subgroup analyses and individual studies. Collectively, these findings shed light on the importance of physical health in understanding childhood ADHD. Possible etiologic links between physical health factors and ADHD are discussed, as are implications for prevention efforts by providers, systems, and communities. |
Stability of mental disorder prevalence estimates among school-aged children and adolescents: Findings from the community-based Project to Learn About Youth-Mental Health (PLAY-MH) and Replication-PLAY-MH (Re-PLAY-MH), 2014-2017
Wanga V , Danielson ML , Bitsko RH , Holbrook JR , Lipton C , Claussen AH , Siceloff ER , Flory K . Ann Epidemiol 2022 72 82-90 PURPOSE: This study evaluated the stability over time of prevalence estimates of mental disorders among school-aged children from the same community. METHODS: We compared screening status and weighted prevalence of selected mental disorders from the two-stage school-based South Carolina Project to Learn About Youth-Mental Health (Time 1) and its replication study (Time 2) conducted between 2014 and 2017. During stage 1, two teacher screeners were used to group students into high or low risk for a mental disorder. During stage 2, parents of selected students completed a structured diagnostic interview to assess whether their child met criteria for specific disorders. RESULTS: For stage 1, 19.9% of students screened as high risk for a mental disorder at Time 2 compared to 17.8% at Time 1. Among students included at both timepoints, 9.1% screened as high risk at both timepoints while screening status changed for 20.7%. The overall prevalence of included mental disorders was approximately 18% at both timepoints. There were no differences (p-values>0.05) in prevalence of individual mental disorders between Time 1 (range:0.3%-6.7%) and Time 2 (range:1.2%-7.7%). CONCLUSIONS: Study findings demonstrate that similar methodology yielded similar prevalence estimates of mental disorders and can inform community-level planning for improving mental health in children. |
A systematic review and meta-analysis of parental depression, antidepressant usage, antisocial personality disorder, and stress and anxiety as risk factors for attention-deficit/hyperactivity disorder (ADHD) in children
Robinson LR , Bitsko RH , O'Masta B , Holbrook JR , Ko J , Barry CM , Maher B , Cerles A , Saadeh K , MacMillan L , Mahmooth Z , Bloomfield J , Rush M , Kaminski JW . Prev Sci 2022 Poor parental mental health and stress have been associated with children's mental disorders, including attention-deficit/hyperactivity disorder (ADHD), through social, genetic, and neurobiological pathways. To determine the strength of the associations between parental mental health and child ADHD, we conducted a set of meta-analyses to examine the association of parent mental health indicators (e.g., parental depression, antidepressant usage, antisocial personality disorder, and stress and anxiety) with subsequent ADHD outcomes in children. Eligible ADHD outcomes included diagnosis or symptoms. Fifty-eight articles published from 1980 to 2019 were included. We calculated pooled effect sizes, accounting for each study's conditional variance, separately for test statistics based on ADHD as a dichotomous (e.g., diagnosis or clinical cutoffs) or continuous measurement (e.g., symptoms of ADHD subtypes of inattentiveness and hyperactivity/impulsivity). Parental stress and parental depression were significantly associated with increased risk for ADHD overall and both symptoms and diagnosis. Specifically, maternal stress and anxiety, maternal prenatal stress, maternal depression, maternal post-partum depression, and paternal depression were positively associated with ADHD. In addition, parental depression was associated with symptoms of ADHD inattentive and hyperactive/impulsive subtypes. Parental antisocial personality disorder was also positively associated with ADHD overall and specifically ADHD diagnosis. Prenatal antidepressant usage was associated with ADHD when measured dichotomously only. These findings raise the possibility that prevention strategies promoting parental mental health and addressing parental stress could have the potential for positive long-term impacts on child health, well-being, and behavioral outcomes. |
State-level estimates of the prevalence of parent-reported ADHD diagnosis and treatment among U.S. children and adolescents, 2016 to 2019
Danielson ML , Holbrook JR , Bitsko RH , Newsome K , Charania SN , McCord RF , Kogan MD , Blumberg SJ . J Atten Disord 2022 26 (13) 10870547221099961 OBJECTIVE: To provide state-level estimates of diagnosed ADHD and associated treatment among children in the United States in 2016 to 2019. METHOD: This study used the National Survey of Children's Health to produce national and state-level estimates of lifetime diagnosis and current ADHD among all children aged 3 to 17 years (n=114,476), and national and state-level estimates of medication and behavioral treatment use among children with current ADHD. RESULTS: The state-level estimates of diagnosed ADHD ranged from 6.1% to 16.3%. Among children with current ADHD, state-level estimates of ADHD medication usage ranged from 37.8% to 81.4%, and state-level estimates of behavioral treatment ranged from 38.8% to 61.8%. CONCLUSION: There was substantial state-level variation for indicators of ADHD diagnosis and associated treatment. These state-level results can be used by policymakers, public health practitioners, health care providers, and other stakeholders to help address the service needs of children with ADHD in their states. |
All in the family A systematic review and meta-analysis of parenting and family environment as risk factors for attention-deficit/hyperactivity disorder (ADHD) in children
Claussen AH , Holbrook JR , Hutchins HJ , Robinson LR , Bloomfield J , Meng L , Bitsko RH , O'Masta B , Cerles A , Maher B , Rush M , Kaminski JW . Prev Sci 2022 1-23 Parenting and family environment have significant impact on child development, including development of executive function, attention, and self-regulation, and may affect the risk of developmental disorders including attention-deficit/hyperactivity disorder (ADHD). This paper examines the relationship of parenting and family environment factors with ADHD. A systematic review of the literature was conducted in 2014 and identified 52 longitudinal studies. A follow-up search in 2021 identified 7 additional articles, for a total of 59 studies that examined the association of parenting factors with ADHD outcomes: ADHD overall (diagnosis or symptoms), ADHD diagnosis specifically, or presence of the specific ADHD symptoms of inattention and hyperactivity/impulsivity. For parenting factors that were present in three or more studies, pooled effect sizes were calculated separately for dichotomous or continuous ADHD outcomes, accounting for each study's conditional variance. Factors with sufficient information for analysis were parenting interaction quality (sensitivity/warmth, intrusiveness/reactivity, and negativity/harsh discipline), maltreatment (general maltreatment and physical abuse), parental relationship status (divorce, single parenting), parental incarceration, and child media exposure. All factors showed a significant direct association with ADHD outcomes, except sensitivity/warmth which had an inverse association. Parenting factors predicted diagnosis and overall symptoms as well as inattentive and hyperactive symptoms when measured, but multiple factors showed significant heterogeneity across studies. These findings support the possibility that parenting and family environment influences ADHD symptoms and may affect a child's likelihood of being diagnosed with ADHD. Prevention strategies that support parents, such as decreasing parenting challenges and increasing access to parent training in behavior management, may improve children's long-term developmental health. |
Factors associated with bullying victimization and bullying perpetration in children and adolescents with ADHD: 2016 to 2017 National Survey of Children's Health
Cuba Bustinza C , Adams RE , Claussen AH , Vitucci D , Danielson ML , Holbrook JR , Charania SN , Yamamoto K , Nidey N , Froehlich TE . J Atten Disord 2022 26 (12) 10870547221085502 OBJECTIVE: To identify characteristics associated with bullying involvement in pediatric ADHD. METHODS: Data from the 2016 to 2017 National Survey of Children's Health for children aged 6 to 17 years with ADHD were evaluated to assess the association between parent-reported bullying victimization or perpetration and the following potential predictors: demographic characteristics, family factors, school factors, and child conditions/behaviors. RESULTS: Among children with ADHD, 46.9% were bullying victims and 16.2% were perpetrators. Factors associated with victimization included having family financial strain, developmental delay or intellectual disability, friendship difficulties, and school reports about problems. Factors linked to perpetration included being male, receiving government assistance, lack of school engagement, school reports about problems, and having difficulties with friendships, staying calm, and arguing. CONCLUSIONS: Children with ADHD frequently were bullying victims and sometimes bullying perpetrators. Factors related to family financial strain, developmental disabilities, emotional regulation, peer relationships, and school functioning may help to identify risk for bullying and opportunities for anti-bullying interventions. |
A systematic review and meta-analysis of prenatal, birth, and postnatal factors associated with attention-deficit/hyperactivity disorder in children
Bitsko RH , Holbrook JR , O'Masta B , Maher B , Cerles A , Saadeh K , Mahmooth Z , MacMillan LM , Rush M , Kaminski JW . Prev Sci 2022 Previous studies have shown mixed results on the relationship between prenatal, birth, and postnatal ("pregnancy-related") risk factors and attention-deficit/hyperactivity disorder (ADHD). We conducted meta-analyses to identify potentially modifiable pregnancy-related factors associated with ADHD. A comprehensive search of PubMed, Web of Science, and EMBASE in 2014, followed by an updated search in January 2021, identified 69 articles published in English on pregnancy-related risk factors and ADHD for inclusion. Risk factors were included in the meta-analysis if at least three effect sizes with clear pregnancy-related risk factor exposure were identified. Pooled effect sizes were calculated for ADHD overall, ADHD diagnosis, inattention, and hyperactivity/impulsivity. Odds ratios (OR) were calculated for dichotomous measures and correlation coefficients (CC) for continuous measures. Prenatal factors (pre-pregnancy weight, preeclampsia, pregnancy complications, elevated testosterone exposure), and postnatal factors (Apgar score, neonatal illness, no breastfeeding) were positively associated with ADHD overall; the findings for ADHD diagnosis were similar with the exception that there were too few effect sizes available to examine pre-pregnancy weight and lack of breastfeeding. Prenatal testosterone was significantly associated with inattention and hyperactivity/impulsivity. Effect sizes were generally small (range 1.1-1.6 ORs, -0.16-0.11 CCs). Risk factors occurring at the time of birth (perinatal asphyxia, labor complications, mode of delivery) were not significantly associated with ADHD. A better understanding of factors that are consistently associated with ADHD may inform future prevention strategies. The findings reported here suggest that prenatal and postnatal factors may serve as potential targets for preventing or mitigating the symptoms of ADHD. |
Factors associated with self-regulation in a nationally representative sample of children ages 3-5 years: United States, 2016
Claussen AH , Robinson LR , Kaminski JW , Charania S , Holbrook JR , So M , Ghandour R , Smith C , Satterfield-Nash A , Peacock G , Boyle C . Matern Child Health J 2020 25 (1) 27-37 OBJECTIVE: The aim of the present study was to describe self-regulation (the ability to influence or control one's thoughts or behavior in response to situational demands and social norms) in children ages 3-5 years using a nationally representative sample and examine risk and protective factors to identify opportunities to support children and families. METHODS: Using a cross-sectional design, we examined data from a parent-reported pilot measure of self-regulation from the 2016 National Survey of Children's Health (NSCH). We compared U.S. children aged 3-5 years who were described by parents as "on track" with self-regulation development with children who were not. In addition, we described how health care and developmental services, community, family, and child health and development factors are associated with children's self-regulation. RESULTS: The majority of children (4 of 5) were described by their parents to be developmentally on track with self-regulation. Compared to children described as not on track, children described as on track more often lived in financially and socially advantaged environments and less often experienced family adversity. They also had other positive health and development indicators, whether or not they were receiving developmental services. However, only half of children not on track received developmental surveillance, and only 1 in 4 children described as not on track received educational, mental health, or developmental services. CONCLUSION: The findings are a step towards using self-regulation as an indicator of healthy child development and as a potential strategy to identify groups of children who may need additional support. |
Treatment use among children with Tourette syndrome living in the United States, 2014
Wolicki SB , Bitsko RH , Holbrook JR , Danielson ML , Zablotsky B , Scahill L , Walkup JT , Woods DW , Mink JW . Psychiatry Res 2020 293 113400 Treatment of Tourette syndrome (TS) can be complicated by changes over time in tic expression, severity, and co-occurring disorders. Using the 2014 National Survey of the Diagnosis and Treatment of ADHD and Tourette Syndrome, this study provides descriptive estimates of the use of behavioral interventions and medication among children living with TS. Parent-reported data on 115 children aged 5-17 years ever diagnosed with TS were analyzed to provide descriptive, unweighted results. Overall, 77.4% of children had current or past use of any TS treatment; 59.1% ever used behavioral interventions and 56.1% had ever taken TS medication. Children with "moderate" or "severe" versus "mild" TS, ≥1 co-occurring disorders, and tics that interfered with functioning were significantly more likely to have used one or more TS treatments. Side effects were reported for 84.4% of children who took TS medication. Most parents of children with current TS (87.2%) were satisfied with the management of their child's TS. However, parents of children with "moderate" or "severe" current TS were significantly more dissatisfied compared to parents of children with "mild" TS. Findings from this study could be used to inform efforts to support children living with TS and their families. |
Community-based prevalence of externalizing and internalizing disorders among school-aged children and adolescents in four geographically dispersed school districts in the United States
Danielson ML , Bitsko RH , Holbrook JR , Charania SN , Claussen AH , McKeown RE , Cuffe SP , Owens JS , Evans SW , Kubicek L , Flory K . Child Psychiatry Hum Dev 2020 52 (3) 500-514 The Project to Learn About Youth-Mental Health (PLAY-MH; 2014-2018) is a school-based, two-stage study designed to estimate the prevalence of selected mental disorders among K-12 students in four U.S.-based sites (Colorado, Florida, Ohio, and South Carolina). In Stage 1, teachers completed validated screeners to determine student risk status for externalizing or internalizing problems or tics; the percentage of students identified as being at high risk ranged from 17.8% to 34.4%. In Stage 2, parents completed a structured diagnostic interview to determine whether their child met criteria for fourteen externalizing or internalizing disorders; weighted prevalence estimates of meeting criteria for any disorder were similar in three sites (14.8%-17.8%) and higher in Ohio (33.3%). PLAY-MH produced point-in-time estimates of mental disorders in K-12 students, which may be used to supplement estimates from other modes of mental disorder surveillance and inform mental health screening and healthcare and educational services. |
Clinical practice guideline for the diagnosis, evaluation, and treatment of attention-deficit/hyperactivity disorder in children and adolescents
Wolraich ML , Hagan JFJr , Allan C , Chan E , Davison D , Earls M , Evans SW , Flinn SK , Froehlich T , Frost J , Holbrook JR , Lehmann CU , Lessin HR , Okechukwu K , Pierce KL , Winner JD , Zurhellen W . Pediatrics 2019 144 (4) Attention-deficit/hyperactivity disorder (ADHD) is 1 of the most common neurobehavioral disorders of childhood and can profoundly affect children's academic achievement, well-being, and social interactions. The American Academy of Pediatrics first published clinical recommendations for evaluation and diagnosis of pediatric ADHD in 2000; recommendations for treatment followed in 2001. The guidelines were revised in 2011 and published with an accompanying process of care algorithm (PoCA) providing discrete and manageable steps by which clinicians could fulfill the clinical guideline's recommendations. Since the release of the 2011 guideline, the Diagnostic and Statistical Manual of Mental Disorders has been revised to the fifth edition, and new ADHD-related research has been published. These publications do not support dramatic changes to the previous recommendations. Therefore, only incremental updates have been made in this guideline revision, including the addition of a key action statement related to diagnosis and treatment of comorbid conditions in children and adolescents with ADHD. The accompanying process of care algorithm has also been updated to assist in implementing the guideline recommendations. Throughout the process of revising the guideline and algorithm, numerous systemic barriers were identified that restrict and/or hamper pediatric clinicians' ability to adopt their recommendations. Therefore, the subcommittee created a companion article (available in the Supplemental Information) on systemic barriers to the care of children and adolescents with ADHD, which identifies the major systemic-level barriers and presents recommendations to address those barriers; in this article, we support the recommendations of the clinical practice guideline and accompanying process of care algorithm. |
Children with Tourette Syndrome in the United States: Parent-reported diagnosis, co-occurring disorders, severity, and influence of activities on tics
Wolicki SB , Bitsko RH , Danielson ML , Holbrook JR , Zablotsky B , Walkup JT , Woods DW , Mink JW . J Dev Behav Pediatr 2019 40 (6) 407-414 OBJECTIVE: Describe the diagnostic process for Tourette syndrome (TS) based on parent report, as well as TS severity and associated impairment; the influence of common daily activities on tics; and the presence of co-occurring mental, behavioral, and developmental disorders among children in the United States. METHODS: Parent-report data from the 2014 National Survey of the Diagnosis and Treatment of ADHD and Tourette Syndrome on 115 children ever diagnosed with TS were analyzed. Descriptive, unweighted analyses included frequencies and percentages, and means and standard deviations. Fisher's exact test and t-tests were calculated to determine statistically significant differences. RESULTS: The mean age that tics were first noticed was 6.3 years, and, on average, TS was diagnosed at 7.7 years. The time from initially noticing tics to TS diagnosis averaged 1.7 years. The mean age when TS symptoms were most severe was 9.3 years. Tic severity was associated with impaired child functioning but not tic noticeability. Almost 70% of parents reported that fatigue and major transitions made their child's tics worse. Children with ever-diagnosed TS had a mean of 3.2 ever-diagnosed co-occurring mental, behavioral, or developmental disorders; a quarter (26.9%) had 5 or more co-occurring disorders. DISCUSSION: In this sample of children with TS, the time to diagnosis averaged less than 2 years from when tics were initially noticed. More severe TS was associated with greater functional impairment, and co-occurring disorders were common among children with TS. This study provides insight into the current experiences of children with TS in the United States and their families. |
Health care, family, and community factors associated with mental, behavioral, and developmental disorders and poverty among children aged 2-8 years - United States, 2016
Cree RA , Bitsko RH , Robinson LR , Holbrook JR , Danielson ML , Smith C , Kaminski JW , Kenney MK , Peacock G . MMWR Morb Mortal Wkly Rep 2018 67 (50) 1377-1383 Childhood mental, behavioral, and developmental disorders (MBDDs) are associated with adverse outcomes that can persist into adulthood (1,2). Pediatric clinical settings are important for identifying and treating MBDDs (3). Early identification and treatment of MBDDs can promote healthy development for all children (4), especially those living in poverty who are at increased risk for MBDDs (3,5) but might have reduced access to care (6). CDC analyzed data from the 2016 National Survey of Children's Health (NSCH) on MBDDs, risk factors, and use of federal assistance programs (e.g., Supplemental Nutrition Assistance Program [SNAP]) to identify points to reach children in poverty. In line with previous research (3,6), compared with children in higher-income households, those in lower-income households more often had ever received a diagnosis of an MBDD (22.1% versus 13.9%), and less often had seen a health care provider in the previous year (80.4% versus 93.8%). Among children living below 200% of the federal poverty level (FPL) who did not see a health care provider in the previous year, seven of 10 were in families receiving at least one public assistance benefit. Public assistance programs might offer collaboration opportunities to provide families living in poverty with information, co-located screening programs or services, or connection to care. |
Epidemiology and impact of health care provider-diagnosed anxiety and depression among US children
Bitsko RH , Holbrook JR , Ghandour RM , Blumberg SJ , Visser SN , Perou R , Walkup JT . J Dev Behav Pediatr 2018 39 (5) 395-403 OBJECTIVE: This study documents the prevalence and impact of anxiety and depression in US children based on the parent report of health care provider diagnosis. METHODS: National Survey of Children's Health data from 2003, 2007, and 2011-2012 were analyzed to estimate the prevalence of anxiety or depression among children aged 6 to 17 years. Estimates were based on the parent report of being told by a health care provider that their child had the specified condition. Sociodemographic characteristics, co-occurrence of other conditions, health care use, school measures, and parenting aggravation were estimated using 2011-2012 data. RESULTS: Based on the parent report, lifetime diagnosis of anxiety or depression among children aged 6 to 17 years increased from 5.4% in 2003 to 8.4% in 2011-2012. Current anxiety or depression increased from 4.7% in 2007 to 5.3% in 2011-2012; current anxiety increased significantly, whereas current depression did not change. Anxiety and depression were associated with increased risk of co-occurring conditions, health care use, school problems, and having parents with high parenting aggravation. Children with anxiety or depression with effective care coordination or a medical home were less likely to have unmet health care needs or parents with high parenting aggravation. CONCLUSION: By parent report, more than 1 in 20 US children had current anxiety or depression in 2011-2012. Both were associated with significant comorbidity and impact on children and families. These findings may inform efforts to improve the health and well-being of children with internalizing disorders. Future research is needed to determine why child anxiety diagnoses seem to have increased from 2007 to 2012. |
Impact of Tourette syndrome on school measures in a nationally representative sample
Claussen AH , Bitsko RH , Holbrook JR , Bloomfield J , Giordano K . J Dev Behav Pediatr 2018 39 (4) 335-342 OBJECTIVE: Children with Tourette syndrome (TS) are at risk for a variety of co-occurring conditions and learning and school problems. The purpose of this study was to determine the impact of TS and co-occurring conditions on school measures. METHODS: Parent-reported data from the 2007-2008 and 2011-2012 National Survey of Children's Health were combined (n = 129,353 children aged 6-17 yrs). Parent report of health care provider diagnosis of TS; co-occurring mental, emotional, and behavioral conditions; learning and language conditions; and school measures were assessed. School measures included type of school, individual education plan (IEP), number of school days missed, school problems, doing well in school, doing homework, and repeating a grade. Children with TS were compared with those who never had TS on school measures accounting for co-occurring conditions. RESULTS: After adjusting for demographics, compared with children without TS, children currently with TS were more likely to have an IEP, have a parent contacted about school problems, and not complete homework. After further adjusting for co-occurring conditions, only IEP status remained statistically significant. Compared with children with mild TS, children with moderate or severe TS were more likely to have an IEP, repeat a grade, encounter school problems, and not care about doing well in school. CONCLUSION: Tourette syndrome severity and co-occurring conditions are associated with school challenges and educational service needs. Awareness among health care providers, teachers and parents of the potential challenges related to both TS and co-occurring conditions would help to best support the child's education. |
Prevalence of parent-reported ADHD diagnosis and associated treatment among U.S. children and adolescents, 2016
Danielson ML , Bitsko RH , Ghandour RM , Holbrook JR , Kogan MD , Blumberg SJ . J Clin Child Adolesc Psychol 2018 47 (2) 1-14 The purpose of this study is to estimate the national prevalence of parent-reported attention deficit/hyperactivity disorder (ADHD) diagnosis and treatment among U.S. children 2-17 years of age using the 2016 National Survey of Children's Health (NSCH). The NSCH is a nationally representative, cross-sectional survey of parents regarding their children's health that underwent a redesign before the 2016 data collection. It included indicators of lifetime receipt of an ADHD diagnosis by a health care provider, whether the child currently had ADHD, and receipt of medication and behavioral treatment for ADHD. Weighted prevalence estimates were calculated overall and by demographic and clinical subgroups (n = 45,736). In 2016, an estimated 6.1 million U.S. children 2-17 years of age (9.4%) had ever received an ADHD diagnosis. Of these, 5.4 million currently had ADHD, which was 89.4% of children ever diagnosed with ADHD and 8.4% of all U.S. children 2-17 years of age. Of children with current ADHD, almost two thirds (62.0%) were taking medication and slightly less than half (46.7%) had received behavioral treatment for ADHD in the past year; nearly one fourth (23.0%) had received neither treatment. Similar to estimates from previous surveys, there is a large population of U.S. children and adolescents who have been diagnosed with ADHD by a health care provider. Many, but not all, of these children received treatment that appears to be consistent with professional guidelines, though the survey questions are limited in detail about specific treatment types received. The redesigned NSCH can be used to annually monitor diagnosis and treatment patterns for this highly prevalent and high-impact neurodevelopmental disorder. |
Treated prevalence of attention-deficit/hyperactivity disorder increased from 2009 to 2015 among school-aged children and adolescents in the United States
Nyarko KA , Grosse SD , Danielson ML , Holbrook JR , Visser SN , Shapira SK . J Child Adolesc Psychopharmacol 2017 27 (8) 731-734 OBJECTIVES: The purpose of this brief is to describe changes in the treated prevalence of medically managed attention-deficit/hyperactivity disorder (ADHD) among insured school-aged children and adolescents in the United States from 2009 to 2015. We examine the differences between those with employer-sponsored insurance (ESI) and with Medicaid insurance. METHODS: We utilized two large longitudinal administrative datasets containing medical and drug claims data on individuals with ESI and Medicaid insurance from Truven Health MarketScan(R) Administrative Claims Databases. Treated prevalence was measured as the percentage of school-aged children and adolescents enrolled in a calendar year who met the criteria for medically managed ADHD in the same calendar year. Subjects were eligible for inclusion if they were aged 6-17 years and were continuously enrolled during a calendar year. RESULTS: The annual prevalence of treated ADHD among school-aged children and adolescents with ESI increased from 4.5% in 2009 to 6.7% in 2015. Among those with Medicaid it increased from 11.3% in 2009 to 13.3% in 2012, and fell after 2012, remaining steady from 2013 through 2015. CONCLUSION: Treated prevalence of ADHD increased continuously over time among school-aged children and adolescents with ESI, but declined slightly after 2012 among those in the Medicaid sample. |
Differences in health care, family, and community factors associated with mental, behavioral, and developmental disorders among children aged 2-8 years in rural and urban areas - United States, 2011-2012
Robinson LR , Holbrook JR , Bitsko RH , Hartwig SA , Kaminski JW , Ghandour RM , Peacock G , Heggs A , Boyle CA . MMWR Surveill Summ 2017 66 (8) 1-11 PROBLEM/CONDITION: Mental, behavioral, and developmental disorders (MBDDs) begin in early childhood and often affect lifelong health and well-being. Persons who live in rural areas report more health-related disparities than those in urban areas, including poorer health, more health risk behaviors, and less access to health resources. REPORTING PERIOD: 2011-2012. DESCRIPTION OF SYSTEM: The National Survey of Children's Health (NSCH) is a cross-sectional, random-digit-dial telephone survey of parents or guardians that collects information on noninstitutionalized children aged <18 years in the United States. Interviews included indicators of health and well-being, health care access, and family and community characteristics. Using data from the 2011-2012 NSCH, this report examines variations in health care, family, and community factors among children aged 2-8 years with and without MBDDs in rural and urban settings. Restricting the data to U.S. children aged 2-8 years with valid responses for child age and sex, each MBDD, and zip code resulted in an analytic sample of 34,535 children; MBDD diagnosis was determined by parent report and was not validated with health care providers or medical records. RESULTS: A higher percentage of all children in small rural and large rural areas compared with all children in urban areas had parents who reported experiencing financial difficulties (i.e., difficulties meeting basic needs such as food and housing). Children in all rural areas more often lacked amenities and lived in a neighborhood in poor condition. However, a lower percentage of children in small rural and isolated areas had parents who reported living in an unsafe neighborhood, and children in isolated areas less often lived in a neighborhood lacking social support, less often lacked a medical home, and less often had a parent with fair or poor mental health. Across rural subtypes, approximately one in six young children had a parent-reported MBDD diagnosis. A higher prevalence was found among children in small rural areas (18.6%) than in urban areas (15.2%). In urban and the majority of rural subtypes, children with an MBDD more often lacked a medical home, had a parent with poor mental health, lived in families with financial difficulties, and lived in a neighborhood lacking physical and social resources than children without an MBDD within each of those community types. Only in urban areas did a higher percentage of children with MBDDs lack health insurance than children without MBDDs. After adjusting for race/ethnicity and poverty among children with MBDDs, those in rural areas more often had a parent with poor mental health and lived in resource-low neighborhoods than those in urban areas. INTERPRETATION: Certain health care, family, and community disparities were more often reported among children with MBDDS than among children without MBDDs in rural and urban areas. PUBLIC HEALTH ACTION: Collaboration involving health care, family, and community services and systems can be used to address fragmented services and supports for children with MBDDs, regardless of whether they live in urban or rural areas. However, addressing differences in health care, family, and community factors and leveraging community strengths among children who live in rural areas present opportunities to promote health among children in rural communities. |
Interpreting the prevalence of mental disorders in children: Tribulation and triangulation
Holbrook JR , Bitsko RH , Danielson ML , Visser SN . Health Promot Pract 2016 18 (1) 5-7 Knowledge on the prevalence of mental disorders among children informs the work of many health care providers, public health researchers, educators, and policy makers, and any single data source and study methodology can provide valuable insight. However, it is only after prevalence estimates from complementary studies are considered together that distinctions can be made to more deeply inform an assessment of community needs, including diagnosed prevalence versus underlying prevalence, differences between insured and uninsured populations, and how estimates change over time. National surveys, community-based studies, and administrative claims data each provide a different type of information that builds broad understanding. This article presents some of the overarching complexities of the issue, discusses strengths and weaknesses of some common data sources and methodologies used to generate epidemiological estimates, and describes ways in which these data sources complement one another and contribute to a better understanding of the prevalence of pediatric mental disorders. |
Vital Signs: National and state-specific patterns of attention deficit/hyperactivity disorder treatment among insured children aged 2-5 Years - United States, 2008-2014
Visser SN , Danielson ML , Wolraich ML , Fox MH , Grosse SD , Valle LA , Holbrook JR , Claussen AH , Peacock G . MMWR Morb Mortal Wkly Rep 2016 65 (17) 443-50 BACKGROUND: Attention deficit/hyperactivity disorder (ADHD) is associated with adverse outcomes and elevated societal costs. The American Academy of Pediatrics (AAP) 2011 guidelines recommend "behavior therapy" over medication as first-line treatment for children aged 4-5 years with ADHD; these recommendations are consistent with current guidelines from the American Academy of Child and Adolescent Psychiatry for younger children. CDC analyzed claims data to assess national and state-level ADHD treatment patterns among young children. METHODS: CDC compared Medicaid and employer-sponsored insurance (ESI) claims for "psychological services" (the procedure code category that includes behavior therapy) and ADHD medication among children aged 2-5 years receiving clinical care for ADHD, using the MarketScan commercial database (2008-2014) and Medicaid (2008-2011) data. Among children with ESI, ADHD indicators were compared during periods preceding and following the 2011 AAP guidelines. RESULTS: In both Medicaid and ESI populations, the percentage of children aged 2-5 years receiving clinical care for ADHD increased over time; however, during 2008-2011, the percentage of Medicaid beneficiaries receiving clinical care was double that of ESI beneficiaries. Although state percentages varied, overall nationally no more than 55% of children with ADHD received psychological services annually, regardless of insurance type, whereas approximately three fourths received medication. Among children with ESI, the percentage receiving psychological services following release of the guidelines decreased significantly by 5%, from 44% in 2011 to 42% in 2014; the change in medication treatment rates (77% in 2011 compared with 76% in 2014) was not significant. CONCLUSIONS AND COMMENTS: Among insured children aged 2-5 years receiving clinical care for ADHD, medication treatment was more common than receipt of recommended first-line treatment with psychological services. Among children with ADHD who had ESI, receipt of psychological services did not increase after release of the 2011 guidelines. Scaling up evidence-based behavior therapy might lead to increased delivery of effective ADHD management without the side effects of ADHD medications. |
Demographic differences among a national sample of US youth with behavioral disorders
Visser SN , Deubler EL , Bitsko RH , Holbrook JR , Danielson ML . Clin Pediatr (Phila) 2015 55 (14) 1358-1362 This study’s objective was to compare the demographic patterns in the diagnosed prevalence of attention-deficit/ hyperactivity disorder (ADHD) to oppositional defiant disorder and conduct disorder (ODD/CD) in a national sample, with consideration for children with both disorders. Prior to 2013, these frequently co-occurring disorders have been nosologically grouped together in the Diagnostic and Statistical Manual of Mental Disorders (DSM) as behavioral disorders with childhood onset.1,2 However in the 2013 DSM-5, ADHD was grouped with neurodevelopmental disorders, and ODD and CD were grouped with disruptive disorders.3 Investigating the epidemiology of ADHD and ODD/CD has the potential to inform efforts to diagnose, treat, and manage these disorders. This information is particularly relevant for pediatricians, who are the single largest group of diagnosing physicians, diagnosing approximately 39% of children with ADHD.4 |
ADHD and psychiatric comorbidity: Functional outcomes in a school-based sample of children
Cuffe SP , Visser SN , Holbrook JR , Danielson ML , Geryk LL , Wolraich ML , McKeown RE . J Atten Disord 2015 24 (9) 1345-1354 OBJECTIVE: Investigate the prevalence and impact of psychiatric comorbidities in community-based samples of schoolchildren with/without ADHD. METHOD: Teachers and parents screened children in South Carolina (SC; n = 4,604) and Oklahoma (OK; n = 12,626) for ADHD. Parents of high-screen and selected low-screen children received diagnostic interviews (SC: n = 479; OK: n = 577). RESULTS: Psychiatric disorders were increased among children with ADHD and were associated with low academic performance. Conduct disorder/oppositional defiant disorder (CD/ODD) were associated with grade retention (ODD/CD + ADHD: odds ratio [OR] = 3.0; confidence interval [CI] = [1.5, 5.9]; ODD/CD without ADHD: OR = 4.0; CI = [1.7, 9.7]). School discipline/police involvement was associated with ADHD alone (OR = 3.2; CI = [1.5, 6.8]), ADHD + CD/ODD (OR = 14.1, CI = [7.3, 27.1]), ADHD + anxiety/depression (OR = 4.8, CI = [1.6, 14.8]), and CD/ODD alone (OR = 2.8, CI = [1.2, 6.4]). Children with ADHD + anxiety/depression had tenfold risk for poor academic performance (OR = 10.8; CI = [2.4, 49.1]) compared to children with ADHD alone. This should be interpreted with caution due to the wide confidence interval. CONCLUSION: Most children with ADHD have psychiatric comorbidities, which worsens functional outcomes. The pattern of outcomes varies by type of comorbidity. |
Treatment of attention deficit/hyperactivity disorder among children with special health care needs
Visser SN , Bitsko RH , Danielson ML , Ghandour RM , Blumberg SJ , Schieve LA , Holbrook JR , Wolraich ML , Cuffe SP . J Pediatr 2015 166 (6) 1423-30 e1-2 OBJECTIVES: To describe the parent-reported prevalence of treatments for attention deficit/hyperactivity disorder (ADHD) among a national sample of children with special health care needs (CSHCN), and assess the alignment of ADHD treatment with current American Academy of Pediatrics guidelines. STUDY DESIGN: Parent-reported data from the 2009-2010 National Survey of Children with Special Health Care Needs allowed for weighted national and state-based prevalence estimates of medication, behavioral therapy, and dietary supplement use for ADHD treatment among CSHCN aged 4-17 years with current ADHD. National estimates were compared across demographic groups, ADHD severity, and comorbidities. Medication treatment by drug class was described. RESULTS: Of CSHCN with current ADHD, 74.0% had received medication treatment in the past week, 44.0% had received behavioral therapy in the past year, and 10.2% used dietary supplements for ADHD in the past year. Overall, 87.3% had received past week medication treatment or past year behavioral therapy (both, 30.7%; neither, 12.7%). Among preschool-aged CSHCN with ADHD, 25.4% received medication treatment alone, 31.9% received behavioral therapy alone, 21.2% received both treatments, and 21.4% received neither treatment. Central nervous system stimulants were the most common medication class (84.8%) among CSHCN with ADHD, followed by the selective norepinephrine reuptake inhibitor atomoxetine (8.4%). CONCLUSION: These estimates provide a benchmark of clinical practice for the period directly preceding issuance of the American Academy of Pediatrics' 2011 ADHD guidelines. Most children with ADHD received medication treatment or behavioral therapy; just under one-third received both. Multimodal treatment was most common for CSHCN with severe ADHD and those with comorbidities. Approximately one-half of preschoolers received behavioral therapy, the recommended first-line treatment for this age group. |
The impact of case definition on attention-deficit/hyperactivity disorder prevalence estimates in community-based samples of school-aged children
McKeown RE , Holbrook JR , Danielson ML , Cuffe SP , Wolraich ML , Visser SN . J Am Acad Child Adolesc Psychiatry 2015 54 (1) 53-61 OBJECTIVE: To determine the impact of varying attention-deficit/hyperactivity disorder (ADHD) diagnostic criteria, including new DSM-5 criteria, on prevalence estimates. METHOD: Parent and teacher reports identified high- and low-screen children with ADHD from elementary schools in 2 states that produced a diverse overall sample. The parent interview stage included the Diagnostic Interview Schedule for Children-IV (DISC-IV), and up to 4 additional follow-up interviews. Weighted prevalence estimates, accounting for complex sampling, quantified the impact of varying ADHD criteria using baseline and the final follow-up interview data. RESULTS: At baseline 1,060 caregivers were interviewed; 656 had at least 1 follow-up interview. Teachers and parents reported 6 or more ADHD symptoms for 20.5% (95% CI = 18.1%-23.2%) and 29.8% (CI = 24.5%-35.6%) of children respectively, with criteria for impairment and onset by age 7 years (DSM-IV) reducing these proportions to 16.3% (CI = 14.7%-18.0%) and 17.5% (CI = 13.3%-22.8%); requiring at least 4 teacher-reported symptoms reduced the parent-reported prevalence to 8.9% (CI = 7.4%-10.6%). Revising age of onset to 12 years per DSM-5 increased the 8.9% estimate to 11.3% (CI = 9.5%-13.3%), with a similar increase seen at follow-up: 8.2% with age 7 onset (CI = 5.9%-11.2%) versus 13.0% (CI = 7.6%-21.4%) with onset by age 12. Reducing the number of symptoms required for those aged 17 and older increased the overall estimate to 13.1% (CI = 7.7%-21.5%). CONCLUSION: These findings quantify the impact on prevalence estimates of varying case definition criteria for ADHD. Further research of impairment ratings and data from multiple informants is required to better inform clinicians conducting diagnostic assessments. DSM-5 changes in age of onset and number of symptoms required for older adolescents appear to increase prevalence estimates, although the full impact is uncertain due to the age of our sample. |
The prevalence of ADHD: its diagnosis and treatment in four school districts across two states
Wolraich ML , McKeown RE , Visser SN , Bard D , Cuffe S , Neas B , Geryk LL , Doffing M , Bottai M , Abramowitz AJ , Beck L , Holbrook JR , Danielson M . J Atten Disord 2014 18 (7) 563-75 OBJECTIVE: To describe the epidemiology of ADHD in communities using a DSM-IVTR case definition. METHOD: This community-based study used multiple informants to develop and apply a DSM -IVTR-based case definition of ADHD to screening and diagnostic interview data collected for children 5-13 years of age. Teachers screened 10,427 children (66.4%) in four school districts across two states (SC and OK). ADHD ratings by teachers and parent reports of diagnosis and medication treatment were used to stratify children into high and low risk for ADHD. Parents (n = 855) of high risk and gender frequency-matched low risk children completed structured diagnostic interviews. The case definition was applied to generate community prevalence estimates, weighted to reflect the complex sampling design. RESULTS: ADHD prevalence was 8.7% in SC and 10.6% in OK. The prevalence of ADHD medication use was 10.1% (SC) and 7.4% (OK). Of those medicated, 39.5% (SC) and 28.3% (OK) met the case definition. Comparison children taking medication had higher mean symptom counts than other comparison children. CONCLUSIONS: Our ADHD estimates are at the upper end of those from previous studies. The identification of a large proportion of comparison children taking ADHD medication suggests that our estimates may be conservative; these children were not included as cases in the case definition, although some might be effectively treated. |
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