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Baweja R, Waschbusch DA, Kong L, Jairath B, Baweja R, Hameed U, Waxmonsky JG. Pediatric Attention-Deficit/Hyperactivity Disorder and Disruptive Mood Dysregulation Disorder: Analyzing National Treatment Trends. J Pediatr 2025; 279:114471. [PMID: 39828054 DOI: 10.1016/j.jpeds.2025.114471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Revised: 01/09/2025] [Accepted: 01/14/2025] [Indexed: 01/22/2025]
Abstract
OBJECTIVE This study investigated how a disruptive mood dysregulation disorder (DMDD) diagnosis influences treatment selection and sequencing in children with attention-deficit/hyperactivity disorder (ADHD). STUDY DESIGN This multicenter, population-based, retrospective cohort study analyzed data from TriNetX Research Network (June 2013 through July 2024). Youth with ADHD (without DMDD) formed the control cohort (n = 631 295). Youth with ADHD + DMDD (n = 24 723) formed the study cohort. Odds ratios (ORs) and relative risks were calculated to analyze associations. RESULTS Compared with controls, ADHD + DMDD cohort was more likely to be composed of non-Hispanic ethnicity and exhibited higher rates of psychiatric comorbidities, inpatient and emergency service utilization, and billed psychotherapy (ORs range 1.25-6.95). Youth with ADHD + DMDD were more likely to receive ADHD medications (ORs range 1.55-4.80), as well as antidepressants, mood stabilizers, and antipsychotics (ORs range 5.05-13.16). Hispanic youth with DMDD utilized more psychotropics but less psychotherapy, while White youth used all services more. Before the use of non-ADHD medications for aggression, only 25% of ADHD + DMDD youth had a therapy code, and around 11% showed evidence of optimization of ADHD medication. After a DMDD diagnosis, treatment rates for other psychotropics increased more than those for central nervous system stimulants. CONCLUSIONS In youth with ADHD, a DMDD diagnosis is associated with increases in the spectrum of pharmacological and nonpharmacological treatments deployed with patterns varying by race and ethnicity. Antipsychotic and mood stabilizer prescriptions increased most prominently, often before receiving psychotherapy services or efforts to optimize ADHD medication. Future research should address disparities in DMDD treatment patterns and identify the optimal treatment sequences for DMDD.
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Affiliation(s)
- Raman Baweja
- Department of Psychiatry and Behavioral Health, Pennsylvania State College of Medicine, Hershey, PA; Department of Public Health Sciences, Pennsylvania State College of Medicine, Hershey, PA.
| | - Daniel A Waschbusch
- Department of Psychiatry and Behavioral Health, Pennsylvania State College of Medicine, Hershey, PA
| | - Lan Kong
- Department of Public Health Sciences, Pennsylvania State College of Medicine, Hershey, PA
| | - Banku Jairath
- Department of Pediatrics, Pennsylvania State College of Medicine, Hershey, PA
| | - Ritika Baweja
- Department of Psychiatry and Behavioral Health, Pennsylvania State College of Medicine, Hershey, PA
| | - Usman Hameed
- Department of Psychiatry and Behavioral Health, Pennsylvania State College of Medicine, Hershey, PA
| | - James G Waxmonsky
- Department of Psychiatry and Behavioral Health, Pennsylvania State College of Medicine, Hershey, PA
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Rennane S, Sheng F, Stein BD, Dick AW. Exploring the Widening Trend in Racial and Ethnic Differences in Youth Mental Health Service Use. Psychiatr Serv 2025:appips20240334. [PMID: 40103365 DOI: 10.1176/appi.ps.20240334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
OBJECTIVE The authors examined trends in racial and ethnic disparities in youth mental health treatment for internalizing and externalizing conditions in the United States from 2002 to 2019. METHODS Using data from the Medical Expenditure Panel Survey-Household Component, the authors analyzed trends in mental health treatment between 2002 and 2019 for youths ages 5-21 years (N=139,242). Logistic regression models predicting treatment were adjusted for age and sex and also for health status, household income, insurance coverage, and geographic region. RESULTS The treatment rate for internalizing conditions grew faster for White youths than for Hispanic or Black youths, and this difference tripled (from 1.6 to 5.4 percentage points) from 2002 to 2019. For externalizing conditions, the treatment rate grew twice as fast for White youths compared with Hispanic youths and 50% faster relative to Black youths. Uninsured status was significantly and negatively associated with treatment for externalizing conditions (b=-0.928, SE=0.342) but not internalizing conditions (b=-0.440, SE=0.317). Family income was most strongly linked to treatment among Hispanic youths. For internalizing conditions, adjustments for health, household income, insurance status, and region explained 18% of the treatment gap for Hispanic youths but only 6% of the gap for Black youths in 2016-2019. CONCLUSIONS These findings highlight widening racial and ethnic disparities in youth mental health treatment. The demographic and socioeconomic factors associated with these disparities varied by type of condition. Addressing socioeconomic determinants alone is insufficient to ensure equitable access to mental health services. Tailored approaches considering clinical, cultural, and societal needs are essential to mitigate treatment disparities.
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Affiliation(s)
- Stephanie Rennane
- RAND, Arlington, Virginia (Rennane, Sheng), Pittsburgh (Stein), and Boston (Dick)
| | - Flora Sheng
- RAND, Arlington, Virginia (Rennane, Sheng), Pittsburgh (Stein), and Boston (Dick)
| | - Bradley D Stein
- RAND, Arlington, Virginia (Rennane, Sheng), Pittsburgh (Stein), and Boston (Dick)
| | - Andrew W Dick
- RAND, Arlington, Virginia (Rennane, Sheng), Pittsburgh (Stein), and Boston (Dick)
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Chawla M, Vandenheuvel J, Sibbald SL. ADHD help-seeking attitudes of Asian Americans. FRONTIERS IN CHILD AND ADOLESCENT PSYCHIATRY 2025; 3:1491978. [PMID: 39917324 PMCID: PMC11798973 DOI: 10.3389/frcha.2024.1491978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Accepted: 12/23/2024] [Indexed: 02/09/2025]
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Green CD, Kang S, Harvey EA, Jones HA. ADHD in Black Youth: A Content Analysis of Empirical Research from 1972 to 2023. J Atten Disord 2024; 28:1699-1715. [PMID: 39318151 DOI: 10.1177/10870547241285244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/26/2024]
Abstract
OBJECTIVE The purpose of this content analysis study was to characterize patterns of research on Black youth with ADHD. METHOD Relevant articles were identified through searching psychology and medical databases and cross-referencing citations in previously published review articles. The 204 empirical articles included in this study (1) were conducted in the United States, (2) had a predominantly child or adolescent sample, (3) had more than 80% Black youth/families in the study sample and/or conducted separate analyses for Black youth/families, and (4) examined ADHD symptoms or diagnoses. Articles were categorized into five primary content areas: Assessment, Treatment, Perceptions, Prevalence, and Associated Correlates. Journal characteristics, sample characteristics, and methodological characteristics are presented across these content areas. RESULTS Findings show a relatively low representation of Black youth with ADHD in the literature, with most studies using race comparative approaches and secondary data analyses, and many being published in medical journals. CONCLUSION Based on these results, changes are recommended both at the individual study and broader systems levels (e.g., funding agencies). More research, funding, and publications centering Black youth with ADHD are vital to understanding and correcting long-standing health disparities for this community.
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Affiliation(s)
- Cathrin D Green
- Virginia Commonwealth University, Richmond, VA, USA
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Sungha Kang
- University of Massachusetts Amherst, Amherst, MA, USA
- Loyola University Chicago, Chicago, IL, USA
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Cui Z. Never Enough. Psychiatr Serv 2024:appips20240414. [PMID: 39529494 DOI: 10.1176/appi.ps.20240414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Affiliation(s)
- Zilin Cui
- St. Elizabeth's Medical Center, Boston Medical Center Health System, Brighton, Massachusetts
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Weiss MD, Richards EC, Bien-Aime D, Witkowski T, Williams P, Holmes KE, Cortes DE, Tepper MC, Wang PS, Aldis R, Carson N, Cook BL. The Development of a Brief but Comprehensive Therapeutic Assessment Protocol for the Screening and Support of Youth in the Community to Address the Youth Mental Health Crisis. Brain Sci 2024; 14:1134. [PMID: 39595897 PMCID: PMC11591985 DOI: 10.3390/brainsci14111134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2024] [Revised: 11/02/2024] [Accepted: 11/06/2024] [Indexed: 11/28/2024] Open
Abstract
OBJECTIVE The objective of this study was to explore the acceptability and feasibility of a therapeutic assessment protocol for the Screening and Support of Youth (SASY). SASY provides brief but comprehensive community-based screening and support for diverse youth in the community. METHODS SASY screening evaluates symptoms, functioning and clinical risk. The Kiddie Computerized Adaptive Test was used to evaluate seven different diagnoses and symptom severity. The Weiss Functional Impairment Rating Scale-Self was used to measure functional impairment. Measures were scored according to nationally developed norms. An algorithm was developed to aggregate symptom and function ratings into an overall score for clinical risk. The results are discussed with participants in a motivational interview designed to promote insight, followed by the opportunity for the participant to engage in an online intervention. Protocol changes necessitated by social distancing during the pandemic led to innovative methods including the use of a QR code for recruitment, integration of both online and offline participation, and expansion from in-person recruitment within the schools to virtual engagement with youth throughout the community. The final sample included disproportionately more Black or African American and Hispanic youth as compared to school and community statistics, suggesting that optimization of online and offline methods in research may facilitate the recruitment of diverse populations. Qualitative interviews indicated that the screening and feedback raised youth awareness of their wellbeing and/or distress, its impact on their functioning, and engagement with options for improved wellbeing. CONCLUSIONS The emergence of innovative methods optimizing the advantages of both online and offline methods, developed as a necessity during the pandemic, proved advantageous to the feasibility and acceptability of community-based recruitment of at-risk, minoritized youth.
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Affiliation(s)
- Margaret Danielle Weiss
- Cambridge Health Alliance, 1493 Cambridge St., Cambridge, MA 02139, USA; (E.C.R.); (D.B.-A.); (T.W.); (P.W.); (K.E.H.); (D.E.C.); (R.A.); (N.C.); (B.L.C.)
- Department of Psychiatry, Harvard Medical School, Boston, MA 02215, USA
| | - Eleanor Castine Richards
- Cambridge Health Alliance, 1493 Cambridge St., Cambridge, MA 02139, USA; (E.C.R.); (D.B.-A.); (T.W.); (P.W.); (K.E.H.); (D.E.C.); (R.A.); (N.C.); (B.L.C.)
- Department of Psychiatry, Harvard Medical School, Boston, MA 02215, USA
| | - Danta Bien-Aime
- Cambridge Health Alliance, 1493 Cambridge St., Cambridge, MA 02139, USA; (E.C.R.); (D.B.-A.); (T.W.); (P.W.); (K.E.H.); (D.E.C.); (R.A.); (N.C.); (B.L.C.)
| | - Taylor Witkowski
- Cambridge Health Alliance, 1493 Cambridge St., Cambridge, MA 02139, USA; (E.C.R.); (D.B.-A.); (T.W.); (P.W.); (K.E.H.); (D.E.C.); (R.A.); (N.C.); (B.L.C.)
| | - Peyton Williams
- Cambridge Health Alliance, 1493 Cambridge St., Cambridge, MA 02139, USA; (E.C.R.); (D.B.-A.); (T.W.); (P.W.); (K.E.H.); (D.E.C.); (R.A.); (N.C.); (B.L.C.)
| | - Katie E. Holmes
- Cambridge Health Alliance, 1493 Cambridge St., Cambridge, MA 02139, USA; (E.C.R.); (D.B.-A.); (T.W.); (P.W.); (K.E.H.); (D.E.C.); (R.A.); (N.C.); (B.L.C.)
| | - Dharma E. Cortes
- Cambridge Health Alliance, 1493 Cambridge St., Cambridge, MA 02139, USA; (E.C.R.); (D.B.-A.); (T.W.); (P.W.); (K.E.H.); (D.E.C.); (R.A.); (N.C.); (B.L.C.)
- Department of Psychiatry, Harvard Medical School, Boston, MA 02215, USA
| | - Miriam C. Tepper
- Department of Psychiatry, Vagelos College of Physicians and Surgeons, Columbia University, New York, NY 10032, USA;
- New York State Psychiatric Institute, New York, NY 10032, USA
| | - Philip S. Wang
- Center for Learning Health Systems, Brigham and Women’s Hospital, Boston, MA 02115, USA;
- Department of Psychiatry, Harvard University, Boston, MA 02115, USA
| | - Rajendra Aldis
- Cambridge Health Alliance, 1493 Cambridge St., Cambridge, MA 02139, USA; (E.C.R.); (D.B.-A.); (T.W.); (P.W.); (K.E.H.); (D.E.C.); (R.A.); (N.C.); (B.L.C.)
- Department of Psychiatry, Harvard Medical School, Boston, MA 02215, USA
| | - Nicholas Carson
- Cambridge Health Alliance, 1493 Cambridge St., Cambridge, MA 02139, USA; (E.C.R.); (D.B.-A.); (T.W.); (P.W.); (K.E.H.); (D.E.C.); (R.A.); (N.C.); (B.L.C.)
- Department of Psychiatry, Harvard Medical School, Boston, MA 02215, USA
| | - Benjamin Le Cook
- Cambridge Health Alliance, 1493 Cambridge St., Cambridge, MA 02139, USA; (E.C.R.); (D.B.-A.); (T.W.); (P.W.); (K.E.H.); (D.E.C.); (R.A.); (N.C.); (B.L.C.)
- Department of Psychiatry, Harvard Medical School, Boston, MA 02215, USA
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Feng A, O'Neill S, Rostain AL. Contributors to Underdiagnosis of ADHD among Asian Americans: A Narrative Review. J Atten Disord 2024; 28:1499-1519. [PMID: 39082427 PMCID: PMC11912696 DOI: 10.1177/10870547241264113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/15/2024]
Abstract
OBJECTIVE Rates of ADHD are lowest among Asian American children (1-6.1%) compared to all other major ethnic and racial groups in the US, but there is limited literature on reasons for the disparity in estimated prevalence rates. METHOD We conducted a narrative review to integrate the literature on ADHD in children in Asian countries with that on ADHD among Asian American youth to highlight potential explanations for disparities in ADHD diagnosis and treatment among Asian American children relative to other racial and ethnic groups. RESULTS Factors possibly contributing to the low estimated prevalence rates of ADHD among Asian American children include: a higher proportion of Inattentive ADHD presentation among Chinese, Malaysian, and Indian children; racial bias and the influence of the Model Minority Myth; cultural differences in classroom identification; mental health stigma in Asian American communities; parent perception of ADHD as misbehavior rather than a neurodevelopmental disorder; and parent support for children's academic activities that may mask impairment. CONCLUSION We offer recommendations to inform individual and community-level psychoeducation, and new directions for research to address this health disparity.
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Affiliation(s)
- Ashley Feng
- Psychology Department, The City College of New York, City University of New York, New York, NY, USA
| | - Sarah O'Neill
- Psychology Department, The City College of New York, City University of New York, New York, NY, USA
- Psychology Department, The Graduate Center, City University of New York, New York, NY, USA
| | - Anthony L Rostain
- Department of Psychiatry, Cooper Medical School of Rowan University, Camden, NJ, USA
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Riccioni A, Radua J, Ashaye FO, Solmi M, Cortese S. Systematic Review and Meta-Analysis: Reporting and Representation of Race/Ethnicity in 310 Randomized Controlled Trials of Attention-Deficit/Hyperactivity Disorder Medications. J Am Acad Child Adolesc Psychiatry 2024; 63:698-707. [PMID: 37890665 DOI: 10.1016/j.jaac.2023.09.544] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 09/21/2023] [Accepted: 10/18/2023] [Indexed: 10/29/2023]
Abstract
OBJECTIVE To evaluate the reporting of race/ethnicity data in randomized controlled trials (RCTs) of attention-deficit/hyperactivity disorder (ADHD) medications. Secondary objectives were to estimate temporal trends in the reporting, and to compare the pooled prevalence of racial/ethnic groups in RCTs conducted in the US to national estimates. METHOD We drew on, adapted, and updated the search of a network meta-analysis by Cortese et al. (2018) up to March 2022. We calculated the percentage of RCTs reporting data on race/ethnicity of participants in the published article or in related unpublished material. Temporal trends were estimated with logistic regression. The pooled prevalence of each racial/ethnic group across US RCTs was calculated using random-effects model meta-analyses. RESULTS We retained 310 RCTs (including 44,447 participants), of which 231 were conducted in children/adolescents, 78 in adults, and 1 in both. Data on race/ethnicity were reported in 59.3% of the RCTs (75% of which were conducted in children/adolescents and 25% in adults) in the published article, and in unpublished material in an additional 8.7% of the RCTs. Reporting improved over time. In the US RCTs, Asian and White individuals were under- and overrepresented, respectively, compared to national estimates in the most recent time period considered. CONCLUSION More than 30% of the RCTs of ADHD medications retained in this review did not include data on race/ethnicity in their published or unpublished reports, and more than 40% in their published articles, even though reporting improved over time. Results should inform investigators, authors, editors, regulators, and study participants in relation to efforts to tackle inequalities in ADHD research. PLAIN LANGUAGE SUMMARY A systematic review of 310 randomized controlled trials for attention-deficit/hyperactivity disorder (ADHD) medications found that race/ethnicity were reported in only 30% of trials. Compared to national estimates, Asian individuals were underrepresented and non-Hispanic Whites individuals were overrepresented, drawing attention to the inequities in participation in ADHD research. DIVERSITY & INCLUSION STATEMENT One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. We actively worked to promote sex and gender balance in our author group. While citing references scientifically relevant for this work, we also actively worked to promote sex and gender balance in our reference list. While citing references scientifically relevant for this work, we also actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our reference list. The author list of this paper includes contributors from the location and/or community where the research was conducted who participated in the data collection, design, analysis, and/or interpretation of the work. STUDY PREREGISTRATION INFORMATION Reporting and representation of race/ethnicity in double blind randomised controlled trials of medications for ADHD; https://osf.io/; hfgz8.
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Affiliation(s)
| | - Joaquim Radua
- DIBAPS, Barcelona, Catalunya, Spain, Karolinska Institute Stockholm, Sweden and King's College London, United Kingdom
| | - Florence O Ashaye
- University of Southampton School of Medicine, South Hampton, United Kingdom
| | - Marco Solmi
- University of Ottawa and the Ottawa Hospital Research Institute (OHRI) Clinical Epidemiology Program Ontario, Canada; Charité Universitätsmedizin, Berlin, Germany; Centre for Innovation in Mental Health, University of Southampton, United Kingdom
| | - Samuele Cortese
- Centre for Innovation in Mental Health, Academic Unit of Psychology, Faculty of Environmental and Life Sciences; Clinical and Experimental Sciences (CNS and Psychiatry), Faculty of Medicine, University of Southampton, UK, Solent National Health System Trust (NHS), Southampton, United Kingdom, Hassenfeld Children's Hospital at NYU Langone; the New York University Child Study Center, New York City, New York; and the Division of Psychiatry and Applied Psychology, School of Medicine, University of Nottingham, Nottingham, United Kingdom.
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Xu KY, Berkel TDM, Martin CE, Jones HE, Carter EB, Kelly JC, Mintz CM, Levin FR, Grucza RA. Prescription psychostimulant use, admissions and treatment initiation and retention in pregnant people with opioid use disorder. NATURE. MENTAL HEALTH 2024; 2:801-808. [PMID: 39726823 PMCID: PMC11671152 DOI: 10.1038/s44220-024-00270-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 05/16/2024] [Indexed: 12/28/2024]
Abstract
While attention deficit hyperactivity disorder is common among people with addiction, the risks and benefits of attention deficit hyperactivity disorder medication in pregnant people with opioid use disorder are poorly understood. Here, using US multistate administrative data, we examined 3,247 pregnant people initiating opioid use disorder treatment, of whom 5% received psychostimulants. Compared to peers not receiving psychostimulants, the psychostimulant cohort had greater buprenorphine (adjusted relative risk 1.81 (1.50-2.18)) but lower methadone initiation (adjusted relative risk 0.39 (0.19-0.78)). Among psychostimulant recipients who initiated buprenorphine, we observed lower buprenorphine discontinuation associated with the psychostimulant cohort compared to nonrecipients (adjusted hazard ratio 0.77 (0.67-0.88)). In within-person case-crossover analyses, person-days defined by psychostimulant fills were associated with fewer substance use disorder-related admissions compared to days without fills (odds ratio 0.50 (0.33-0.76)). Overall, our data suggest that psychostimulant use in pregnancy may be associated with increased buprenorphine initiation, decreased methadone initiation and improved buprenorphine retention. Decreased substance use disorder-related admissions were associated with person-days of psychostimulant receipt, although other risks of psychostimulant use in pregnancy warrant further investigation.
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Affiliation(s)
- Kevin Y. Xu
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
- These authors contributed equally: Kevin Y. Xu, Tiffani D. M. Berkel
| | - Tiffani D. M. Berkel
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
- These authors contributed equally: Kevin Y. Xu, Tiffani D. M. Berkel
| | - Caitlin E. Martin
- Department of Obstetrics and Gynecology, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Hendrée E. Jones
- Department of Obstetrics and Gynecology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Ebony B. Carter
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, USA
| | - Jeannie C. Kelly
- Department of Obstetrics and Gynecology, Washington University School of Medicine, St. Louis, MO, USA
| | - Carrie M. Mintz
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | - Frances R. Levin
- Department of Psychiatry, College of Physicians and Surgeons of Columbia University, New York, NY, USA
- Division of Substance Use Disorders, New York State Psychiatric Institute, New York, NY, USA
| | - Richard A. Grucza
- Department of Family/Community Medicine and Health and Outcomes Research, Saint Louis University School of Medicine, St. Louis, MO, USA
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Adams SM, Riley T, Quinn PD, Meraz R, Karna V, Rickert M, D'Onofrio BM. Racial-Ethnic Differences in ADHD Diagnosis and Treatment During Adolescence and Early Adulthood. Psychiatr Serv 2024; 75:521-527. [PMID: 38239182 DOI: 10.1176/appi.ps.20230113] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/02/2024]
Abstract
OBJECTIVE This study examined racial-ethnic differences in attention-deficit hyperactivity disorder (ADHD) diagnosis and treatment during adolescence and early adulthood. METHODS A national health care claims database was used to identify a cohort of 4,216,757 commercially insured youths with at least 1 year of coverage during 2014-2019. Racial-ethnic differences in the prevalence of visits with a recorded ADHD diagnosis (identified through ICD-9-CM and ICD-10-CM codes) and of ADHD treatment (identified through medical claims for psychosocial treatments and pharmacy claims for ADHD medications) were examined. Period prevalence rates were determined within five age categories, stratified by race-ethnicity. Poisson regression with a natural log link was used within each age category to estimate prevalence ratios (PRs) comparing prevalence in each racially and ethnically minoritized group with prevalence in the White group. RESULTS The overall prevalence of ADHD diagnosis was 9.1% at ages 12-14 and 5.3% at ages 24-25. In each age category, Asian, Black, and Hispanic youths had lower prevalence of ADHD diagnosis than did White youths (PR=0.29-0.77). Among youths with an ADHD diagnosis, relative racial-ethnic differences in treatment were small (PR=0.92-1.03). CONCLUSIONS Throughout adolescence and early adulthood, racially and ethnically minoritized youths were less likely than White youths to have health care visits with recorded ADHD diagnoses and, among those with diagnoses, were also slightly less likely to receive treatment. More research is needed to understand the processes underlying these differences and their potential health consequences among racially and ethnically minoritized youths.
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Affiliation(s)
- Sydney M Adams
- Department of Psychological and Brain Sciences, College of Arts and Sciences (Adams, Meraz, Karna, Rickert, D'Onofrio), Department of Counseling and Educational Psychology, School of Education (Riley), and Department of Applied Health Science, School of Public Health (Quinn), Indiana University, Bloomington; Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (D'Onofrio)
| | - Tennisha Riley
- Department of Psychological and Brain Sciences, College of Arts and Sciences (Adams, Meraz, Karna, Rickert, D'Onofrio), Department of Counseling and Educational Psychology, School of Education (Riley), and Department of Applied Health Science, School of Public Health (Quinn), Indiana University, Bloomington; Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (D'Onofrio)
| | - Patrick D Quinn
- Department of Psychological and Brain Sciences, College of Arts and Sciences (Adams, Meraz, Karna, Rickert, D'Onofrio), Department of Counseling and Educational Psychology, School of Education (Riley), and Department of Applied Health Science, School of Public Health (Quinn), Indiana University, Bloomington; Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (D'Onofrio)
| | - Richard Meraz
- Department of Psychological and Brain Sciences, College of Arts and Sciences (Adams, Meraz, Karna, Rickert, D'Onofrio), Department of Counseling and Educational Psychology, School of Education (Riley), and Department of Applied Health Science, School of Public Health (Quinn), Indiana University, Bloomington; Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (D'Onofrio)
| | - Vivek Karna
- Department of Psychological and Brain Sciences, College of Arts and Sciences (Adams, Meraz, Karna, Rickert, D'Onofrio), Department of Counseling and Educational Psychology, School of Education (Riley), and Department of Applied Health Science, School of Public Health (Quinn), Indiana University, Bloomington; Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (D'Onofrio)
| | - Martin Rickert
- Department of Psychological and Brain Sciences, College of Arts and Sciences (Adams, Meraz, Karna, Rickert, D'Onofrio), Department of Counseling and Educational Psychology, School of Education (Riley), and Department of Applied Health Science, School of Public Health (Quinn), Indiana University, Bloomington; Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (D'Onofrio)
| | - Brian M D'Onofrio
- Department of Psychological and Brain Sciences, College of Arts and Sciences (Adams, Meraz, Karna, Rickert, D'Onofrio), Department of Counseling and Educational Psychology, School of Education (Riley), and Department of Applied Health Science, School of Public Health (Quinn), Indiana University, Bloomington; Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (D'Onofrio)
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Schein J, Cloutier M, Gauthier-Loiselle M, Catillon M, Xu C, Chan D, Childress A. Assessment of centanafadine in adults with attention-deficit/hyperactivity disorder: A matching-adjusted indirect comparison vs lisdexamfetamine dimesylate, atomoxetine hydrochloride, and viloxazine extended-release. J Manag Care Spec Pharm 2024; 30:528-540. [PMID: 38824626 PMCID: PMC11145007 DOI: 10.18553/jmcp.2024.30.6.528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
BACKGROUND Head-to-head trials comparing centanafadine, an investigational therapy for adults with attention-deficit/hyperactivity disorder (ADHD), with other treatment options are lacking. OBJECTIVE To compare safety and efficacy outcomes of centanafadine sustained-release vs lisdexamfetamine dimesylate (lisdexamfetamine), atomoxetine hydrochloride (atomoxetine), and viloxazine extended-release (viloxazine ER), respectively, using matching-adjusted indirect comparison (MAIC). METHODS This MAIC included patient-level data pooled from 2 centanafadine trials (NCT03605680 and NCT03605836) and published aggregate data from comparable trials of 3 comparators-lisdexamfetamine (NCT00334880), atomoxetine (NCT00190736), and viloxazine ER (NCT04016779)-in adult patients with ADHD. Propensity score weighting was used to match characteristics of individual patients from the centanafadine trials to aggregate baseline characteristics from the respective comparator trials. Safety outcomes were rates of adverse events for which information was available in the centanafadine and respective comparator trials. Efficacy outcome was mean change from baseline in the Adult ADHD Investigator Symptom Rating Scale (AISRS) score (ADHD Rating Scale [ADHD-RS] was used as proxy in the comparison with lisdexamfetamine). Anchored indirect comparisons were conducted across matched populations of the centanafadine and respective comparator trials. RESULTS After matching, baseline characteristics in the centanafadine trials were the same as those in the respective comparator trials. Compared with lisdexamfetamine, centanafadine was associated with a significantly lower risk of lack of appetite (risk difference [RD] in percentage points: 23.42), dry mouth (19.27), insomnia (15.35), anxiety (5.21), nausea (4.90), feeling jittery (3.70), and diarrhea (3.47) (all P < 0.05) but a smaller reduction in the AISRS/ADHD-RS score (6.58-point difference; P < 0.05). Compared with atomoxetine, centanafadine was associated with a significantly lower risk of nausea (RD in percentage points: 18.64), dry mouth (17.44), fatigue (9.21), erectile dysfunction (6.76), lack of appetite (6.71), and urinary hesitation (5.84) (all P < 0.05) and no statistically significant difference in the change in AISRS score. Compared with viloxazine ER, centanafadine was associated with a significantly lower risk of fatigue (RD in percentage points: 11.07), insomnia (10.67), nausea (7.57), and constipation (4.63) (all P < 0.05) and no statistically significant difference in the change in AISRS score. CONCLUSIONS In an anchored MAIC, centanafadine showed a significantly better short-term safety profile than lisdexamfetamine, atomoxetine, and viloxazine ER; efficacy was lower than with lisdexamfetamine and comparable (ie, nondifferent) with atomoxetine and viloxazine ER. This MAIC provides important insights on the relative safety and efficacy of common treatment options to help inform treatment decisions in adults with ADHD. Safety assessment was limited to rates of adverse events reported in both trials of a given comparison. STUDY REGISTRATION NUMBERS NCT03605680, NCT03605836, NCT00334880, NCT00190736, and NCT04016779.
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Affiliation(s)
- Jeff Schein
- Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ
| | | | | | | | - Chunyi Xu
- Analysis Group, Inc., Montréal, QC, Canada
| | | | - Ann Childress
- Center for Psychiatry and Behavioral Medicine, Las Vegas, NV
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Browning L, Cannoy CN, Moses TEH, Lundahl LH, Ledgerwood DM, Greenwald MK. Attention-deficit/hyperactivity disorder combined subtype exacerbates opioid use disorder consequences: Mediation by impulsive phenotypes. Drug Alcohol Depend 2024; 259:111292. [PMID: 38640865 PMCID: PMC11111336 DOI: 10.1016/j.drugalcdep.2024.111292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2023] [Revised: 02/28/2024] [Accepted: 04/06/2024] [Indexed: 04/21/2024]
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder (ADHD) is highly prevalent and associated with opioid use disorder (OUD). Yet, little is known about the mechanisms by which ADHD (which is a heterogeneous construct/diagnosis) might alter the trajectory of OUD outcomes in persons who use heroin. AIM We examined whether ADHD subtypes are related to heroin-use consequences and the extent to which the effects of ADHD on lifetime heroin-use consequences are mediated by two impulsivity factors that may be partly independent of ADHD: foreshortened time perspective and drug-use impulsivity. METHODS Individuals who reported regular heroin use (N=250) were screened using the Assessment of Hyperactivity and Attention (AHA), Impulsive Relapse Questionnaire (IRQ), Stanford Time Perception Inventory (STPI), and a comprehensive assessment of lifetime and current substance use and substance-related consequences. This secondary analysis examined whether ADHD or intermediate phenotypes predicted heroin-use consequences. RESULTS Relative to participants whose AHA scores indicated lifetime absence of ADHD (n=88), those with scores indicating persistent ADHD (childhood and adult, n=62) endorsed significantly more total lifetime heroin-use consequences despite comparable heroin-use severity. Likewise, there was a significant indirect effect of the combined ADHD subtype in childhood on lifetime heroin-use consequences. This effect was mediated by STPI scores indicating less future (and more hedonism in the present) temporal orientation and by IRQ scores indicating less capacity for delaying drug use. CONCLUSION The combined ADHD subtype is significantly associated with lifetime heroin-use consequences, and this effect is mediated through higher drug-use impulsivity (less capacity for delay) and lower future temporal orientation.
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Affiliation(s)
- Liam Browning
- Dept. of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Ciara N Cannoy
- Dept. of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Tabitha E H Moses
- Dept. of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Leslie H Lundahl
- Dept. of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - David M Ledgerwood
- Dept. of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Mark K Greenwald
- Dept. of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA.
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Habdank-Kolaczkowski JS, Akahara PC, Ishola F, Salawu MA, Augustine SW, Ezeamii VC, David AB, Okobi E, Okobi OE. Attention-Deficit Hyperactivity Disorder Among American Youth: A Comprehensive 20-Year Analysis of National Center for Health Statistics (NCHS) Data. Cureus 2023; 15:e48781. [PMID: 38098925 PMCID: PMC10719878 DOI: 10.7759/cureus.48781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/13/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Attention-deficit hyperactivity disorder (ADHD) is a neurodevelopmental condition that has a significant impact on the lives of children and adolescents. This study conducts a comprehensive 20-year analysis of data from the National Center for Health Statistics (NCHS) to investigate the prevalence of ADHD among American youth, as well as its demographic patterns and socioeconomic determinants. METHODS A retrospective analysis of NCHS data spanning from 1997 to 2018 was carried out. The dataset included information on ADHD diagnoses, demographic characteristics (such as age, gender, and race/ethnicity), socioeconomic indicators (including poverty level and health insurance status), and temporal variables. A range of statistical analyses were performed, encompassing temporal trend analysis, demographic assessments, and socioeconomic examinations. RESULTS It was consistently observed that boys had a higher prevalence of ADHD (12.93% compared to 5.61%), aligning with established trends. Among adolescents aged 10-17, the prevalence was the highest at 11.09%, while for the 5-9 age group, it stood at 6.57%. In terms of racial and ethnic groups, individuals identifying as two or more races exhibited the highest prevalence at 12.36%, followed by white (9.83%), black or African American (10.09%), Hispanic or Latino (5.36%), and non-Hispanic or Latino (10.64%). Socioeconomic disparities were evident, with a prevalence of 11.41% among those living below the poverty line, compared to 10.6% (100%-199% of the poverty line), 8.6% (200%-399%), and 8.39% (400% or more). Medicaid beneficiaries had the highest prevalence at 12.57%, followed by those with private insurance (9.65%), insured (8.11%), and uninsured (5.83%). CONCLUSION These findings underscore the intricate relationship between ADHD prevalence and demographic and socioeconomic factors. It is imperative to address these disparities to ensure equitable assessment and intervention for ADHD, taking into account cultural influences, determinants of health tied to socioeconomic status, and access to healthcare for all children. This analysis by the NCHS provides essential insights into ADHD among American youth, emphasizing the necessity for tailored interventions, equitable healthcare access, and further research to comprehensively address this complex neurodevelopmental disorder.
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Affiliation(s)
- Julian S Habdank-Kolaczkowski
- Medical School, Poznan University of Medical Sciences, Poznan, POL
- Neurological Surgery, University of California San Francisco, San Francisco, USA
- Psychiatry and Behavioral Sciences, Avant Interventional Psychiatry, Atlanta, USA
- Psychiatry and Behavioral Sciences, ClearMinds Behavioral Health, Chesterfield, USA
| | | | - Fola Ishola
- Healthcare, University of Southern Mississippi, Houston, USA
| | - Mujeeb A Salawu
- Medicine and Surgery, University of Ilorin College of Health Sciences, Ilorin, NGA
- Internal Medicine and Psychiatry, Houston Health Department, Houston, USA
| | - Sana W Augustine
- Internal Medicine, Liaquat University of Medical and Health Sciences, Hyderabad, PAK
| | | | - Ademiluyi B David
- Medical Laboratory Sciences, Asokoro General Hospital Abuja, Abuja, NGA
| | - Emeka Okobi
- Dentistry, Ahmadu Bello University Teaching Hospital Zaria, Abuja, NGA
| | - Okelue E Okobi
- Family Medicine, Larkin Community Hospital Palm Springs Campus, Miami, USA
- Family Medicine, Medficient Health Systems, Laurel, USA
- Family Medicine, Lakeside Medical Center, Belle Glade, USA
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Mooney MA, Ryabinin P, Morton H, Selah K, Gonoud R, Kozlowski M, Nousen E, Tipsord J, Antovich D, Schwartz J, Herting MM, Faraone SV, Nigg JT. Joint polygenic and environmental risks for childhood attention-deficit/hyperactivity disorder (ADHD) and ADHD symptom dimensions. JCPP ADVANCES 2023; 3:e12152. [PMID: 37753156 PMCID: PMC10519744 DOI: 10.1002/jcv2.12152] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 02/10/2023] [Indexed: 03/18/2023] Open
Abstract
Background attention-deficit/hyperactivity disorder (ADHD) is associated with both polygenic liability and environmental exposures, both intrinsic to the family, such as family conflict, and extrinsic, such as air pollution. However, much less is known about the interplay between environmental and genetic risks relevant to ADHD-a better understanding of which could inform both mechanistic models and clinical prediction algorithms. Methods Two independent data sets, the population-based Adolescent Brain Cognitive Development Study (ABCD) (N = 11,876) and the case-control Oregon-ADHD-1000 (N = 1449), were used to examine additive (G + E) and interactive (GxE) effects of selected polygenic risk scores (PRS) and environmental factors in a cross-sectional design. Genetic risk was measured using PRS for nine mental health disorders/traits. Exposures included family income, family conflict/negative sentiment, and geocoded measures of area deprivation, lead exposure risk, and air pollution exposure (nitrogen dioxide and fine particulate matter). Results ADHD PRS and family conflict jointly predicted concurrent ADHD symptoms in both cohorts. Additive-effects models, including both genetic and environmental factors, explained significantly more variation in symptoms than any individual factor alone (joint R 2 = .091 for total symptoms in ABCD; joint R 2 = .173 in Oregon-ADHD-1000; all delta-R 2 p-values <2e-7). Significant effect size heterogeneity across ancestry groups was observed for genetic and environmental factors (e.g., Q = 9.01, p = .011 for major depressive disorder PRS; Q = 13.34, p = .001 for area deprivation). GxE interactions observed in the full ABCD cohort suggested stronger environmental effects when genetic risk is low, though they did not replicate. Conclusions Reproducible additive effects of PRS and family environment on ADHD symptoms were found, but GxE interaction effects were not replicated and appeared confounded by ancestry. Results highlight the potential value of combining exposures and PRS in clinical prediction algorithms. The observed differences in risks across ancestry groups warrant further study to avoid health care disparities.
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Affiliation(s)
- Michael A. Mooney
- Division of Bioinformatics and Computational BiologyDepartment of Medical Informatics and Clinical EpidemiologyOregon Health & Science UniversityPortlandOregonUSA
- Knight Cancer InstituteOregon Health & Science UniversityPortlandOregonUSA
| | - Peter Ryabinin
- Knight Cancer InstituteOregon Health & Science UniversityPortlandOregonUSA
| | - Hannah Morton
- Department of PsychiatryCenter for ADHD ResearchOregon Health & Science UniversityPortlandOregonUSA
| | - Katharine Selah
- Department of PsychiatryCenter for ADHD ResearchOregon Health & Science UniversityPortlandOregonUSA
| | - Rose Gonoud
- Department of PsychiatryCenter for ADHD ResearchOregon Health & Science UniversityPortlandOregonUSA
| | - Michael Kozlowski
- Department of PsychiatryCenter for ADHD ResearchOregon Health & Science UniversityPortlandOregonUSA
| | - Elizabeth Nousen
- Department of PsychiatryCenter for ADHD ResearchOregon Health & Science UniversityPortlandOregonUSA
| | - Jessica Tipsord
- Department of PsychiatryCenter for ADHD ResearchOregon Health & Science UniversityPortlandOregonUSA
| | - Dylan Antovich
- Department of PsychiatryCenter for ADHD ResearchOregon Health & Science UniversityPortlandOregonUSA
| | - Joel Schwartz
- Department of Environmental HealthHarvard T.H. Chan School of Public HealthBostonMassachusettsUSA
| | - Megan M. Herting
- Department of Population and Public Health SciencesKeck School of Medicine of the University of Southern CaliforniaLos AngelesCaliforniaUSA
- Department of PediatricsChildren's Hospital Los AngelesLos AngelesCaliforniaUSA
| | - Stephen V. Faraone
- Department of PsychiatrySUNY Upstate Medical UniversitySyracuseNew YorkUSA
| | - Joel T. Nigg
- Department of PsychiatryCenter for ADHD ResearchOregon Health & Science UniversityPortlandOregonUSA
- Department of Behavioral NeuroscienceOregon Health & Science UniversityPortlandOregonUSA
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15
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Pujalte GGA, Narducci DM, Smith MS, King R, Logan K, Callender SS, Liebman CA, Kane SF, Israel MP, Wolf SF, Nuti R, Khodaee M. Athletes With Attention-Deficit/Hyperactivity Disorder: Position Statement of the American Medical Society for Sports Medicine. Clin J Sport Med 2023; 33:195-208. [PMID: 37185161 DOI: 10.1097/jsm.0000000000001152] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 03/28/2023] [Indexed: 05/17/2023]
Abstract
ABSTRACT Athletes of all ages may be affected by medical and mental health issues. Sports medicine physicians should be familiar with common conditions that may affect the well-being of athletes, such as attention-deficit/hyperactivity disorder (ADHD). ADHD behaviors have the potential to affect a person's ability to concentrate. It is likely that social and cognitive therapies combined with pharmacotherapy will be the most effective way to treat ADHD in athletes. Medications used for ADHD, especially stimulant types, are known to improve alertness, reaction time, anaerobic performance, and endurance, which would potentially improve athletic performance. Furthermore, stimulant medications may enable student athletes with ADHD to focus on academic studies for longer periods of time, beyond usual levels of fatigue, important for those who may be exhausted after practices and games. The purported performance enhancement effects and potential adverse effects of stimulant medications have prompted many sports governing bodies to ban prescription stimulants or establish strict rules for their use. Athletes taking physician-prescribed stimulants to treat ADHD need to provide the appropriate documentation for approval before competition or risk punitive measures. Physicians should strive to provide a high quality of care to athletes with ADHD through early diagnosis, appropriate and careful multidisciplinary treatment, and complete and timely documentation to facilitate continued sports participation.
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Affiliation(s)
- George G A Pujalte
- Department of Family Medicine and Department of Orthopedic Surgery, Mayo Clinic, Jacksonville, Florida
| | - Dusty Marie Narducci
- Department of Family Medicine, University of South Florida College of Medicine, Tampa, Florida
| | - Michael Seth Smith
- Sports Medicine Institute, Department of Orthopaedics, Florida Health, Gainesville, Florida
| | - Rebecca King
- Primary Care National Landing, Virginia Hospital Center, Arlington, Virginia
| | - Kelsey Logan
- Division of Sports Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Shelley Street Callender
- Departments of Pediatrics and Family Medicine, Mercer University School of Medicine, Macon, Georgia
| | - Catherine A Liebman
- Department Family Medicine and Community Health, Penn Health, Philadelphia, Pennsylvania
| | - Shawn F Kane
- Department of Family Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Michael P Israel
- Department of Orthopaedic Surgery, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Sigrid F Wolf
- Division of Orthopaedic Surgery and Sports Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | - Morteza Khodaee
- AF Williams Family Medicine Clinic, UCHealth, Denver, Colorado
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