1
|
Lui JHL, Chronis-Tuscano A, Almirall D, Whitlock KB, French W, Stein MA. Sequencing Stimulant Medication and Behavioral Parent Training in Multiplex ADHD Families: A Pilot SMART. J Clin Psychiatry 2025; 86:24m15463. [PMID: 40009046 PMCID: PMC11947710 DOI: 10.4088/jcp.24m15463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/27/2025]
Abstract
Objective: To examine the effects of treatment sequence of parent stimulant medication (MED) and behavioral parent training (BPT) on child, maternal, and parenting outcomes among multiplex attention-deficit/hyperactivity disorder (ADHD) families using a pilot Sequential Multiple Assignment Randomized Trial (SMART) design. Methods: To be eligible, mothers had to meet DSM-IV diagnostic criteria for ADHD, and their children had to have elevated ADHD symptoms. Thirty-five mother-child dyads were randomized at baseline and again at week 8. The resulting 4 sequences were MED MED, BPT-BPT, MED-BPT, and BPT MED. Outcomes included child ADHD symptoms, child impairment, maternal ADHD symptoms, and parenting at week 16. Data were collected from September 2012 to December 2016. Results: The BPT-MED sequence demonstrated the most favorable outcomes for child ADHD symptoms (effect size= -0.36) and child impairment (effect sizes -0.33 to -0.51). All 3 sequences involving medication demonstrated similar impact on maternal ADHD symptoms (effect sizes ranged from -0.32 to -0.48). The BPT-MED (effect sizes ranged from 0.30 to 0.35) had the most favorable effects on positive parenting outcomes. For negative parenting outcomes, BPT-MED (effect size= -0.50 for self report) and BPT-BPT (effect size= -0.08 for observation) had the most favorable outcomes. Conclusions: Overall, based on this pilot SMART, combination treatment may be helpful for most multiplex ADHD families, and sequencing treatments with BPT first followed by stimulant medication for the mother may be the most promising approach to improve child ADHD symptoms, impairment, and parenting. These results require replication with a fully powered SMART design. We conclude with considerations for implementing a model of care for multiplex ADHD families. Trial Registration: ClinicalTrials.gov identifier: NCT01816074.
Collapse
Affiliation(s)
- Joyce H L Lui
- Department of Psychology, Concordia University, Montreal, Quebec, Canada
- Corresponding Author: Joyce H. L. Lui, PhD, Concordia University, Department of Psychology, 7141 Sherbrooke St. W, Montreal, QC, H4B 1R6, Canada
| | | | - Daniel Almirall
- Department of Statistics, Institute for Social Research, University of Michigan, Ann Arbor, Michigan
| | | | - William French
- Department of Psychiatry and Behavioral Medicine, Seattle Children's Hospital, Seattle, Washington
| | - Mark A Stein
- Department of Psychiatry and Behavioral Medicine, Seattle Children's Hospital, Seattle, Washington
| |
Collapse
|
2
|
Kuenzel E, Al-Saoud S, Fang M, Duerden EG. Early childhood stress and amygdala structure in children and adolescents with neurodevelopmental disorders. Brain Struct Funct 2025; 230:29. [PMID: 39797953 DOI: 10.1007/s00429-025-02890-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Accepted: 01/01/2025] [Indexed: 01/13/2025]
Abstract
Children and adolescents with neurodevelopmental disorders such as autism spectrum disorder (ASD) and attention deficit hyperactivity disorder (ADHD) may be more susceptible to early life stress compared to their neurotypical peers. This increased susceptibility may be linked to regionally-specific changes in the striatum and amygdala, brain regions sensitive to stress and critical for shaping maladaptive behavioural responses. This study examined early life stress and its impact on striatal and amygdala development in 62 children and adolescents (35 males, mean age = 10.12 years, SD = 3.6) with ASD (n = 14), ADHD (n = 28), or typical development (TD, n = 20) across two cohorts. We assessed stress from various sources, including from the family environment, loss of loved ones, social stress, and illness/injury. We further examined parenting styles as potential moderators of the effects of early life stress. Volumes of the striatum and amygdala were extracted using an automatic segmentation algorithm. Significant group differences in childhood stress exposure were observed (F = 3.29, df = 8, p = 0.002), with autistic children facing more early life stressors (social stress, illness/injury) compared to those with ADHD and neurotypical peers (both, p < 0.002). In autistic children, amygdala volumes were significantly associated with early life stress related to the familial environment, experiences of significant loss, and illness/injury (all, p < 0.03). Positive parenting moderated these effects. These findings suggest that autistic children are more likely to experience early life stress and exhibit region-specific changes in the amygdala, a key brain region implicated in emotional processing and stress responses. This underscores the need for targeted interventions to support autistic children in managing early life stress to potentially mitigate its impact on brain development.
Collapse
Affiliation(s)
- Elizabeth Kuenzel
- Applied Psychology, Faculty of Education, University of Western Ontario, 1137 Western Rd, London, ON, N6G 1G7, Canada
| | - Sarah Al-Saoud
- Applied Psychology, Faculty of Education, University of Western Ontario, 1137 Western Rd, London, ON, N6G 1G7, Canada
| | - Michelle Fang
- Applied Psychology, Faculty of Education, University of Western Ontario, 1137 Western Rd, London, ON, N6G 1G7, Canada
| | - Emma G Duerden
- Applied Psychology, Faculty of Education, University of Western Ontario, 1137 Western Rd, London, ON, N6G 1G7, Canada.
- Paediatrics, Faculty of Medicine and Dentistry, University of Western Ontario, 1137 Western Rd, London, ON, N6G 1G7, Canada.
- Psychiatry, Faculty of Medicine and Dentistry, University of Western Ontario, 1137 Western Rd, London, ON, N6G 1G7, Canada.
| |
Collapse
|
3
|
Bloss C, Brown S, Sawrikar V. Does behavioural parent training reduce internalising symptoms (or not) among children with externalising problems? Systematic review and meta-analysis. Eur Child Adolesc Psychiatry 2024; 33:2485-2501. [PMID: 36527525 PMCID: PMC11272747 DOI: 10.1007/s00787-022-02122-3] [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: 08/04/2022] [Accepted: 12/06/2022] [Indexed: 12/23/2022]
Abstract
Behaviour parent training (BPT) is known to effectively reduce child externalising problems. However, evidence for BPT to have secondary benefits for reducing internalising symptoms remains unclear. To address this, electronic databases (PsycINFO, MEDLINE, EMBASE, CINAHL, and SCOPUS) were systematically searched for studies examining internalising outcomes from BPT among children aged 2-12 years with clinically elevated externalizing problems. Outcomes for internalising problems following BPT were analysed by meta-analysis. Of 9105 studies identified, 24 studies met the eligibility criteria. Results from meta-analysis demonstrated a significant small treatment effect size (g = - 0.41) for reducing internalising symptoms immediately after treatment. Studies showed moderate heterogeneity (I2 = 44%). Moderation analyses indicated that the overall treatment effect was robust against variations in treatment and study design characteristics. However, a review of individual study methods indicate that these results are limited by significant heterogeneity and limitations in clinical assessment. Overall, the results suggest that BPT programmes for reducing externalising problems have the potential to improve internalising outcomes, but that there is limited information to determine the reliability of these effects, highlighting the need for further investigation.
Collapse
Affiliation(s)
- Christy Bloss
- Department of Clinical Psychology, School of Health in Social Science, University of Edinburgh, Edinburgh, UK
| | - Sophie Brown
- Department of Clinical Psychology, School of Health in Social Science, University of Edinburgh, Edinburgh, UK
| | - Vilas Sawrikar
- Department of Clinical Psychology, School of Health in Social Science, University of Edinburgh, Edinburgh, UK.
- Centre of Applied Developmental Psychology, University of Edinburgh, Edinburgh, UK.
| |
Collapse
|
4
|
Mautone JA, Holdaway A, Chan W, Michel JJ, Guevara JP, Davis A, Desrochers C, Evans E, Gajary Z, Leavy S, Rios D, Tremont KL, Cacia J, Schwartz BS, Jawad AF, Power TJ. Reducing disparities in behavioral health treatment in pediatric primary care: a randomized controlled trial comparing Partnering to Achieve School Success (PASS) to usual ADHD care for children ages 5 to 11 - study protocol. BMC PRIMARY CARE 2024; 25:225. [PMID: 38909215 PMCID: PMC11193903 DOI: 10.1186/s12875-024-02473-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 06/10/2024] [Indexed: 06/24/2024]
Abstract
BACKGROUND Integrating behavioral health services into pediatric primary care can improve access to care, especially for children marginalized by poverty and racial/ethnic minority status. In primary care, a common presenting concern is attention-deficit/hyperactivity disorder (ADHD). Services in primary care for marginalized children with ADHD typically include medication alone; therapy to improve skills and build relationships is less available. This study evaluates the effectiveness of a behavioral intervention offered through primary care for marginalized families coping with ADHD (Partnering to Achieve School Success, PASS) compared to treatment as usual (TAU). METHOD Three hundred participants will be randomly assigned to PASS or TAU. Participants include children ages 5 to 11 who have ADHD and are from economically marginalized families. PASS is a personalized, enhanced behavioral intervention that includes evidence-based behavior therapy strategies and enhancements to promote family engagement, increase caregiver distress tolerance, and provide team-based care to improve academic and behavioral functioning. TAU includes services offered by primary care providers and referral for integrated behavioral health or community mental health services. Outcomes will be assessed at mid-treatment (8 weeks after baseline), post-treatment (16 weeks), and follow-up (32 weeks) using parent- and teacher-report measures of service use, child academic, behavioral, and social functioning, parenting practices, family empowerment, and team-based care. Mixed effects models will examine between-group differences at post-treatment and follow-up. Analyses will examine the mediating role of parenting practices, family empowerment, and team-based care. Subgroup analyses will examine differential effects of intervention by child clinical characteristics and socioeconomic factors. DISCUSSION This study is unique in targeting a population of children with ADHD marginalized by low socioeconomic resources and examining an intervention designed to address the challenges of families coping with chronic stress related to poverty. TRIAL REGISTRATION This study was registered on clinicaltrials.gov (NCT04082234) on September 5, 2019, prior to enrollment of the first participant. The current version of the protocol and IRB approval date is October 4, 2023. Results will be submitted to ClinicalTrials.gov no later than 30 days prior to the due date for the submission of the draft of the final research report to the Patient-Centered Outcomes Research Institute.
Collapse
Affiliation(s)
- Jennifer A Mautone
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, Philadelphia, PA, 19146, USA.
- Perelman School of Medicine at, University of Pennsylvania, Philadelphia, PA, USA.
| | - Alex Holdaway
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, Philadelphia, PA, 19146, USA
| | - Wendy Chan
- Graduate School of Education at University of Pennsylvania, Philadelphia, PA, USA
| | - Jeremy J Michel
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, Philadelphia, PA, 19146, USA
- Perelman School of Medicine at, University of Pennsylvania, Philadelphia, PA, USA
| | - James P Guevara
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, Philadelphia, PA, 19146, USA
- Perelman School of Medicine at, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Colette Desrochers
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, Philadelphia, PA, 19146, USA
- Perelman School of Medicine at, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Zia Gajary
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, Philadelphia, PA, 19146, USA
- Perelman School of Medicine at, University of Pennsylvania, Philadelphia, PA, USA
| | - Siobhan Leavy
- Chester County Intermediate Unit, Downingtown Philadelphia, PA, USA
| | - Danah Rios
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, Philadelphia, PA, 19146, USA
- Perelman School of Medicine at, University of Pennsylvania, Philadelphia, PA, USA
| | - Katie L Tremont
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, Philadelphia, PA, 19146, USA
| | - Jaclyn Cacia
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, Philadelphia, PA, 19146, USA
| | - Billie S Schwartz
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, Philadelphia, PA, 19146, USA
- Perelman School of Medicine at, University of Pennsylvania, Philadelphia, PA, USA
| | - Abbas F Jawad
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, Philadelphia, PA, 19146, USA
- Perelman School of Medicine at, University of Pennsylvania, Philadelphia, PA, USA
| | - Thomas J Power
- Children's Hospital of Philadelphia, Roberts Center for Pediatric Research, 2716 South Street, Philadelphia, PA, 19146, USA
- Perelman School of Medicine at, University of Pennsylvania, Philadelphia, PA, USA
| |
Collapse
|
5
|
Chacko A, Merrill BM, Kofler MJ, Fabiano GA. Improving the efficacy and effectiveness of evidence-based psychosocial interventions for attention-deficit/hyperactivity disorder (ADHD) in children and adolescents. Transl Psychiatry 2024; 14:244. [PMID: 38851829 PMCID: PMC11162428 DOI: 10.1038/s41398-024-02890-3] [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: 01/16/2023] [Revised: 02/14/2024] [Accepted: 03/22/2024] [Indexed: 06/10/2024] Open
Abstract
Attention-deficit/hyperactivity disorder (ADHD) is a prevalent, chronic, and impairing mental health disorder of childhood. Decades of empirical research has established a strong evidence-based intervention armamentarium for ADHD; however, limitations exist in regards to efficacy and effectiveness of these interventions. We provide an overview of select evidence-based interventions for children and adolescents, highlighting potential approaches to further improving the efficacy and effectiveness of these interventions. We conclude with broader recommendations for interventions, including considerations to moderators and under-explored intervention target areas as well as avenues to improve access and availability of evidence-based interventions through leveraging underutilized workforces and leveraging technology.
Collapse
|
6
|
Fabiano GA, Lupas K, Merrill BM, Schatz NK, Piscitello J, Robertson EL, Pelham WE. Reconceptualizing the approach to supporting students with attention-deficit/hyperactivity disorder in school settings. J Sch Psychol 2024; 104:101309. [PMID: 38871418 PMCID: PMC11331420 DOI: 10.1016/j.jsp.2024.101309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Revised: 09/19/2023] [Accepted: 03/16/2024] [Indexed: 06/15/2024]
Abstract
The long-term academic outcomes for many students with attention-deficit/hyperactivity disorder (ADHD) are strikingly poor. It has been decades since students with ADHD were specifically recognized as eligible for special education through the Other Health Impaired category under the Education for all Handicapped Children Act of 1975, and similarly, eligible for academic accommodations through Section 504 of the 1973 Rehabilitation Act. It is time to acknowledge that these school-policies have been insufficient for supporting the academic, social, and behavioral outcomes for students with ADHD. Numerous reasons for the unsuccessful outcomes include a lack of evidence-based interventions embedded into school approaches, minimizing the importance of the general education setting for promoting effective behavioral supports, and an over-reliance on assessment and classification at the expense of intervention. Contemporary behavioral support approaches in schools are situated in multi-tiered systems of support (MTSS); within this article we argue that forward-looking school policies should situate ADHD screening, intervention, and maintenance of interventions within MTSS in general education settings and reserve special education eligibility solely for students who require more intensive intervention. An initial model of intervention is presented for addressing ADHD within schools in a manner that should provide stronger interventions, more quickly, and therefore more effectively.
Collapse
|
7
|
Chronis-Tuscano A, Bounoua N. ADHD Prevalence Rose, Yet Disparities Remain: Commentary on the 2022 National Survey of Children's Health. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2024; 53:361-372. [PMID: 38905157 PMCID: PMC11193851 DOI: 10.1080/15374416.2024.2359075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/23/2024]
Abstract
This is a commentary on Danielson and colleagues' report entitled "ADHD Prevalence Among U.S. Children and Adolescents in 2022: Diagnosis, Severity, Co-Occurring Disorders, and Treatment," which provides updated prevalence rates related to ADHD diagnosis and treatment utilization using data from the 2022 National Survey of Children's Health (NSCH). This timely article is among the first to report on ADHD prevalence rates since the COVID-19 pandemic, and highlights important patterns related to ADHD diagnosis and treatment utilization. In this commentary, we contextualize these findings with consideration to the COVID-19 pandemic and within the existing literature on health disparities among youth with ADHD and their families. We end with recommendations for future work involving researchers, clinicians, and policymakers with the intention of reducing disparities in ADHD diagnosis and treatment in the U.S.
Collapse
|
8
|
Pillai M, Posada J, Gardner RM, Hernandez-Boussard T, Bannett Y. Measuring quality-of-care in treatment of young children with attention-deficit/hyperactivity disorder using pre-trained language models. J Am Med Inform Assoc 2024; 31:949-957. [PMID: 38244997 PMCID: PMC10990536 DOI: 10.1093/jamia/ocae001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 12/07/2023] [Accepted: 01/03/2024] [Indexed: 01/22/2024] Open
Abstract
OBJECTIVE To measure pediatrician adherence to evidence-based guidelines in the treatment of young children with attention-deficit/hyperactivity disorder (ADHD) in a diverse healthcare system using natural language processing (NLP) techniques. MATERIALS AND METHODS We extracted structured and free-text data from electronic health records (EHRs) of all office visits (2015-2019) of children aged 4-6 years in a community-based primary healthcare network in California, who had ≥1 visits with an ICD-10 diagnosis of ADHD. Two pediatricians annotated clinical notes of the first ADHD visit for 423 patients. Inter-annotator agreement (IAA) was assessed for the recommendation for the first-line behavioral treatment (F-measure = 0.89). Four pre-trained language models, including BioClinical Bidirectional Encoder Representations from Transformers (BioClinicalBERT), were used to identify behavioral treatment recommendations using a 70/30 train/test split. For temporal validation, we deployed BioClinicalBERT on 1,020 unannotated notes from other ADHD visits and well-care visits; all positively classified notes (n = 53) and 5% of negatively classified notes (n = 50) were manually reviewed. RESULTS Of 423 patients, 313 (74%) were male; 298 (70%) were privately insured; 138 (33%) were White; 61 (14%) were Hispanic. The BioClinicalBERT model trained on the first ADHD visits achieved F1 = 0.76, precision = 0.81, recall = 0.72, and AUC = 0.81 [0.72-0.89]. Temporal validation achieved F1 = 0.77, precision = 0.68, and recall = 0.88. Fairness analysis revealed low model performance in publicly insured patients (F1 = 0.53). CONCLUSION Deploying pre-trained language models on a variable set of clinical notes accurately captured pediatrician adherence to guidelines in the treatment of children with ADHD. Validating this approach in other patient populations is needed to achieve equitable measurement of quality of care at scale and improve clinical care for mental health conditions.
Collapse
Affiliation(s)
- Malvika Pillai
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, CA 94305, United States
| | - Jose Posada
- Computer Science Department, University of the North, Barranquilla 080020, Colombia
| | - Rebecca M Gardner
- Department of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA 94305, United States
| | - Tina Hernandez-Boussard
- Department of Biomedical Data Science, Stanford University School of Medicine, Stanford, CA 94305, United States
| | - Yair Bannett
- Division of Developmental-Behavioral Pediatrics, Department of Pediatrics, Stanford University School of Medicine, Stanford, CA 94304, United States
| |
Collapse
|
9
|
Baweja R, Baweja R, Weidlich H, Nyland JE, Waschbusch DA, Waxmonsky JG. Treatment Utilization Pattern of Preschool Children With Attention-Deficit/Hyperactivity Disorder. J Atten Disord 2024; 28:708-721. [PMID: 38084067 DOI: 10.1177/10870547231215287] [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: 03/08/2024]
Abstract
OBJECTIVE The aim of this study was to identify patterns of ADHD care, including factors that guide selection and sequencing of treatments in a large nationwide sample of preschool-aged youth over the past 6 years. METHOD A retrospective cohort study utilizing a large electronic health record (TriNetX) of nearly 24,000 children ages 3 to 6 diagnosed with ADHD. RESULTS One in three preschoolers with ADHD were prescribed psychotropic medication, most commonly methylphenidate and guanfacine. One in 10 had at least one psychotherapy billing code during the entire assessment with most youth starting medication before psychotherapy. Rates of most treatments, including polypharmacy, increased with comorbid psychiatric disorders or sleep problems and over the course of the coronavirus pandemic. CONCLUSION Rates of treatment have increased over time but are still largely inconsistent with published care guidelines that advise therapy before medication. Clinicians appear to prioritize psychiatric comorbidity and sleep problems when selecting treatments.
Collapse
Affiliation(s)
- Raman Baweja
- Pennsylvania State College of Medicine, Hershey, PA, USA
| | - Ritika Baweja
- Pennsylvania State College of Medicine, Hershey, PA, USA
| | | | | | | | | |
Collapse
|
10
|
Wang X, Deliu N, Narita Y, Chakraborty B. Incorporating participants' welfare into sequential multiple assignment randomized trials. Biometrics 2024; 80:ujad004. [PMID: 38364800 DOI: 10.1093/biomtc/ujad004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 07/02/2023] [Accepted: 11/03/2023] [Indexed: 02/18/2024]
Abstract
Dynamic treatment regimes (DTRs) are sequences of decision rules that recommend treatments based on patients' time-varying clinical conditions. The sequential, multiple assignment, randomized trial (SMART) is an experimental design that can provide high-quality evidence for constructing optimal DTRs. In a conventional SMART, participants are randomized to available treatments at multiple stages with balanced randomization probabilities. Despite its relative simplicity of implementation and desirable performance in comparing embedded DTRs, the conventional SMART faces inevitable ethical issues, including assigning many participants to the empirically inferior treatment or the treatment they dislike, which might slow down the recruitment procedure and lead to higher attrition rates, ultimately leading to poor internal and external validities of the trial results. In this context, we propose a SMART under the Experiment-as-Market framework (SMART-EXAM), a novel SMART design that holds the potential to improve participants' welfare by incorporating their preferences and predicted treatment effects into the randomization procedure. We describe the steps of conducting a SMART-EXAM and evaluate its performance compared to the conventional SMART. The results indicate that the SMART-EXAM can improve the welfare of the participants enrolled in the trial, while also achieving a desirable ability to construct an optimal DTR when the experimental parameters are suitably specified. We finally illustrate the practical potential of the SMART-EXAM design using data from a SMART for children with attention-deficit/hyperactivity disorder.
Collapse
Affiliation(s)
- Xinru Wang
- Centre for Quantitative Medicine, Duke-NUS Medical School, 169857, Singapore
| | - Nina Deliu
- MEMOTEF Department, Sapienza University of Rome, Rome, 00161, Italy
- MRC-Biostatistics Unit, University of Cambridge, Cambridge, CB2 0SR, United Kingdom
| | - Yusuke Narita
- Department of Economics and Cowles Foundation, Yale University, New Haven, CT, 06520-8281, United States
| | - Bibhas Chakraborty
- Centre for Quantitative Medicine, Duke-NUS Medical School, 169857, Singapore
- Program in Health Services and Systems Research, Duke-NUS Medical School, 169857, Singapore
- Department of Statistics and Data Science, National University of Singapore, 117546, Singapore
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, 27710, United States
| |
Collapse
|
11
|
Margherio SM, Evans SW, Monopoli WJ, Langberg JM. Cost-Effectiveness of a Training Intervention for Adolescents with ADHD. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2023; 52:819-833. [PMID: 33630716 DOI: 10.1080/15374416.2021.1875323] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVE The aim of this study was to examine the costs and cost-effectiveness of a school-based training intervention delivered at varying levels of intensity with adolescents with attention-deficit/hyperactivity disorder (ADHD). Costs were examined in relation to post-treatment and 6-month follow-up effects of the Challenging Horizons Program (CHP), a training intervention for adolescents with ADHD. METHOD A total of 326 middle-school students (71% male; 77% White) with ADHD were randomized to an after-school version of the CHP (CHP-AS), a less-intensive mentoring version (CHP-M), or routine community care. Detailed time logs were maintained throughout the study and were used to estimate costs associated with each condition. Student grade point average (GPA) and parent-rated ADHD symptoms and organization skills were collected at post-treatment and 6-month follow-up. RESULTS The cost analysis revealed that CHP-AS was more costly per student than CHP-M, both in terms of overall costs and direct expenses to the school. However, CHP-AS was less costly per hour of intervention provided to the youth than CHP-M. Incremental cost-effectiveness ratios revealed that CHP-M may be the more cost-effective option for post-treatment effects, yet CHP-AS may be the more cost-effective option in the long term for sustained gains in organization skills and GPA. CONCLUSIONS This study provides stakeholders important information to make decisions regarding allocation of finite monetary resources to meet their prioritized goals.
Collapse
|
12
|
Caselles‐Pina L, Sújar A, Quesada‐López A, Delgado‐Gómez D. Adherence, frequency, and long-term follow-up of video game-based treatments in patients with attention-deficit/hyperactivity disorder: A systematic review. Brain Behav 2023; 13:e3265. [PMID: 37743605 PMCID: PMC10636395 DOI: 10.1002/brb3.3265] [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: 04/11/2023] [Revised: 09/11/2023] [Accepted: 09/12/2023] [Indexed: 09/26/2023] Open
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder (ADHD) is a prevalent neurodevelopmental disorder in children and adolescents. Recent studies show that video games have great potential for the treatment and rehabilitation of ADHD patients. The aim of the present review is to systematically review the scientific literature on the relationship between video games and ADHD, focusing on adherence to treatment, frequency of the intervention, and the long-term follow-up of video games in children and adolescents with ADHD. METHODS The preferred reporting items for systematic reviews and meta-analyses guidelines were adopted. The review protocol was registered in PROSPERO database. We searched in three databases, PubMed, Medline, and Web of Science to identify studies examining the association between video game interventions in ADHD patients. RESULTS A total of 18 empirical studies met the established inclusion criteria. The results showed that video games-based interventions can be used to improve ADHD symptoms and display high adherence to treatment. In addition, in the studies reviewed, the most common intervention frequency is 30 min three to five times per week. However, there is little evidence from studies with video games showing long-term effects in patients with ADHD. CONCLUSION Video games are useful and effective interventions that can complement traditional treatments in patients with ADHD.
Collapse
Affiliation(s)
- Lucía Caselles‐Pina
- Department of StatisticsUniversidad Carlos III de MadridGetafeSpain
- Department of PsychologyUniversidad Autónoma de MadridMadridSpain
| | - Aaron Sújar
- School of Computer EngineeringUniversidad Rey Juan CarlosMóstolesSpain
| | | | | |
Collapse
|
13
|
Merrill BM, Macphee FL, Burrows-MacLean L, Coles EK, Wymbs BT, Chacko A, Walker K, Wymbs F, Garefino A, Robb Mazzant J, Gnagy EM, Waxmonsky JG, Massetti GM, Waschbusch DA, Fabiano GA, Pelham WE. Single and Combined Effects of Multiple Intensities of Behavioral Modification and Methylphenidate for Children with ADHD in the Home Setting. Res Child Adolesc Psychopathol 2023; 51:1481-1495. [PMID: 37382748 PMCID: PMC11103974 DOI: 10.1007/s10802-023-01093-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/08/2023] [Indexed: 06/30/2023]
Abstract
Behavioral treatment, stimulants, and their combination are the recommended treatments for childhood attention-deficit/hyperactivity disorder (ADHD). The current study utilizes within-subjects manipulations of multiple doses of methylphenidate (placebo, 0.15, 0.30, and 0.60 mg/kg/dose t.i.d.) and intensities of behavioral modification (no, low, and high intensity) in the summer treatment program (STP) and home settings. Outcomes are evaluated in the home setting. Participants were 153 children (ages 5-12) diagnosed with ADHD. In alignment with experimental conditions implemented during the STP day, parents implemented behavioral modification levels in three-week intervals, child medication status varied daily, and the orders were randomized. Parents provided daily reports of child behavior, impairment, and symptoms and self-reported parenting stress and self-efficacy. At the end of the study, parents reported treatment preferences. Stimulant medication led to significant improvements across all outcome variables with higher doses resulting in greater improvement. Behavioral treatment significantly improved child individualized goal attainment, symptoms, and impairment in the home setting and parenting stress and self-efficacy. Effect sizes indicate that behavioral treatment combined with a low-medium dose (0.15 or 0.30 mg/kg/dose) of medication results in equivalent or superior outcomes compared to a higher dose (0.60 mg/kg/dose) of medication alone. This pattern was seen across outcomes. Parents overwhelmingly reported preferring treatment with a behavioral component as a first-choice treatment (99%). Results underscore the need to consider dosing as well as parent preference when utilizing combined treatment approaches. This study provides further evidence that combining behavioral treatment and stimulant medication may reduce the stimulant dose needed for beneficial effects.
Collapse
Affiliation(s)
- Brittany M Merrill
- Center for Children and Families, Florida International University, Buffalo, NY, USA.
| | - Fiona L Macphee
- Center for Children and Families, Florida International University, Miami, FL, 33199, USA
| | | | - Erika K Coles
- Center for Children and Families, Florida International University, Miami, FL, 33199, USA
| | - Brian T Wymbs
- Department of Psychology, Ohio University, Athens, OH, USA
| | - Anil Chacko
- Department of Applied Psychology, Steinhardt School of Culture, Education and Human Development, New York University, New York, NY, USA
| | | | - Frances Wymbs
- Department of Primary Care, Ohio University Heritage College of Osteopathic Medicine, Athens, OH, USA
| | - Allison Garefino
- Department of Psychology, Kennesaw State University, Kennesaw, GA, USA
| | - Jessica Robb Mazzant
- Center for Children and Families, Florida International University, Miami, FL, 33199, USA
| | - Elizabeth M Gnagy
- Center for Children and Families, Florida International University, Miami, FL, 33199, USA
| | - James G Waxmonsky
- Department of Psychiatry, Pennsylvania State University Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Greta M Massetti
- State University of New York at Buffalo, Buffalo, NY, USA
- Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Daniel A Waschbusch
- Department of Psychiatry, Pennsylvania State University Milton S. Hershey Medical Center, Hershey, PA, USA
| | - Gregory A Fabiano
- Center for Children and Families, Florida International University, Buffalo, NY, USA
| | - William E Pelham
- Center for Children and Families, Florida International University, Miami, FL, 33199, USA.
| |
Collapse
|
14
|
Huang XX, Qian QF, Huang Y, Wang YX, Ou P. Factors Influencing Long-Term Behavioral Intervention Outcomes in Preschool Children with Attention-Deficit Hyperactivity Disorder in Southeast China. Neuropsychiatr Dis Treat 2023; 19:1911-1923. [PMID: 37693090 PMCID: PMC10488593 DOI: 10.2147/ndt.s424299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 08/10/2023] [Indexed: 09/12/2023] Open
Abstract
Introduction Previous studies have demonstrated the long-term effectiveness of behavioral interventions for attention-deficit hyperactivity disorder (ADHD) in preschool children. We continue to design a case‒control study to further investigate the factors influencing the long-term effect of behavioral intervention. Methods From May 2020 to August 2021, children who were newly diagnosed with ADHD and not receiving any treatment received a one-year behavioral intervention. A total of 86 children completed the behavioral intervention and assessment. Results 50 children (58.140%) were in the effective group, and 36 children (41.860%) were in the ineffective group. Attention retention time (OR=0.559, 0.322-0.969), Swanson, Nolan, and Pelham total score (OR=1.186, 1.024-1.374) at baseline, performance score for parents (OR=0.631, 0.463-0.859), and teacher coordination (OR=0.032, 0.002-0.413) were the influencing factors of behavioral intervention effects. The area under the receiver operating curve was 0.979 (p<0.001). The comprehensive nomogram model showed that the discrimination and mean absolute error were 0.979 and 0.023, respectively. Discussion During behavioral intervention, the implementation skills of parents should be evaluated in a timely manner. The behavioral intervention effect can be predicted based on a child's attention retention time at baseline, teacher involvement, behavioral scale score, and performance score for parents, which can guide clinicians in adjusting personalized treatment plans and provide a basis for clinical decision-making. The treatment of ADHD in preschool children requires a systematic framework that integrates family, school, and society.
Collapse
Affiliation(s)
- Xin-xin Huang
- The Ministry of Health, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian Province, People’s Republic of China
| | - Qin-fang Qian
- The Child Health Division, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian Province, People’s Republic of China
| | - Yan Huang
- The Child Health Division, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian Province, People’s Republic of China
| | - Yan-xia Wang
- The Child Health Division, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian Province, People’s Republic of China
| | - Ping Ou
- The Ministry of Health, Fujian Maternity and Child Health Hospital College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian Province, People’s Republic of China
| |
Collapse
|
15
|
Turchetta A, Moodie EEM, Stephens DA, Lambert SD. Bayesian sample size calculations for comparing two strategies in SMART studies. Biometrics 2023; 79:2489-2502. [PMID: 36511434 DOI: 10.1111/biom.13813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Accepted: 11/25/2022] [Indexed: 12/15/2022]
Abstract
In the management of most chronic conditions characterized by the lack of universally effective treatments, adaptive treatment strategies (ATSs) have grown in popularity as they offer a more individualized approach. As a result, sequential multiple assignment randomized trials (SMARTs) have gained attention as the most suitable clinical trial design to formalize the study of these strategies. While the number of SMARTs has increased in recent years, sample size and design considerations have generally been carried out in frequentist settings. However, standard frequentist formulae require assumptions on interim response rates and variance components. Misspecifying these can lead to incorrect sample size calculations and correspondingly inadequate levels of power. The Bayesian framework offers a straightforward path to alleviate some of these concerns. In this paper, we provide calculations in a Bayesian setting to allow more realistic and robust estimates that account for uncertainty in inputs through the 'two priors' approach. Additionally, compared to the standard frequentist formulae, this methodology allows us to rely on fewer assumptions, integrate pre-trial knowledge, and switch the focus from the standardized effect size to the MDD. The proposed methodology is evaluated in a thorough simulation study and is implemented to estimate the sample size for a full-scale SMART of an internet-based adaptive stress management intervention on cardiovascular disease patients using data from its pilot study conducted in two Canadian provinces.
Collapse
Affiliation(s)
- Armando Turchetta
- Department of Epidemiology, Biostatistics and Occupational Health, Montreal, Quebec, Canada
| | - Erica E M Moodie
- Department of Epidemiology, Biostatistics and Occupational Health, Montreal, Quebec, Canada
| | - David A Stephens
- Department of Mathematics and Statistics, Montreal, Quebec, Canada
| | - Sylvie D Lambert
- Ingram School of Nursing, McGill University, Montreal, Quebec, Canada
| |
Collapse
|
16
|
Hornstra R, Onghena P, van den Hoofdakker BJ, van der Veen-Mulders L, Luman M, Staff AI, van der Oord S. Components of Behavioral Parent Training for Children With Attention-Deficit/Hyperactivity Disorder: A Series of Replicated Single-Case Experiments. Behav Modif 2023; 47:1042-1070. [PMID: 37056055 PMCID: PMC10403966 DOI: 10.1177/01454455231162003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/15/2023]
Abstract
Behavioral parent training (BPT) is an evidence-based treatment for children with attention-deficit/hyperactivity disorder (ADHD). Stimulus control techniques (antecedent-based techniques, e.g., clear rules, instructions) and contingency management techniques (consequent-based techniques, e.g., praise, ignore) are the most common ones that are being taught to parents in BPT. However, research into the additive effects of these techniques is scarce. In this replicated single-case experimental ABC phase design, including six children on stable medication for ADHD (8-11 years) and their parents, the added efficacy of consequent-based techniques on top of antecedent-based techniques was evaluated. After a baseline period (phase A), we randomized the commencement time of two sessions parent training in antecedent-based techniques and two sessions parent training in consequent-based techniques for each child. Children's behaviors were assessed by daily parent ratings of selected problem behaviors and an overall behavior rating. Although visual inspection showed that behavior improved for most children in both phases, randomization tests did not demonstrate the added efficacy of the consequent-based techniques on top of the antecedent-based techniques. Limitations of the study and recommendations for future single-case experiments in this population are discussed.
Collapse
Affiliation(s)
- Rianne Hornstra
- University of Groningen, University Medical Center Groningen, The Netherlands
- Accare Child Study Center, Groningen, The Netherlands
- University of Groningen, The Netherlands
| | | | - Barbara J. van den Hoofdakker
- University of Groningen, University Medical Center Groningen, The Netherlands
- Accare Child Study Center, Groningen, The Netherlands
- University of Groningen, The Netherlands
| | - Lianne van der Veen-Mulders
- University of Groningen, University Medical Center Groningen, The Netherlands
- Accare Child Study Center, Groningen, The Netherlands
| | | | | | | |
Collapse
|
17
|
Pachiti I, Milienos FS, Dimitropoulou P. Child ViReal Support Program: A Randomized Controlled Trial Study for Effective Support of Parents Raising Children with Attention Deficits. Behav Sci (Basel) 2023; 13:691. [PMID: 37622831 PMCID: PMC10451949 DOI: 10.3390/bs13080691] [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: 06/30/2023] [Revised: 07/25/2023] [Accepted: 08/16/2023] [Indexed: 08/26/2023] Open
Abstract
Attention deficit hyperactivity disorder (ADHD) results in various functioning impairments in children's lives and families. Parents of children with ADHD report high levels of parenting stress, low levels of parental self-efficacy, and use of more authoritarian and/or permissive parenting practices than parents of typically developing children. Intervention programs need to address both children's and parents' needs and multimodal intervention programs could cover this demand. The aim of this study was to examine the efficacy of "Child ViReal Support Program"-a multi-level evidence-based comprehensive program-on parenting stress, parental self-efficacy, parenting practices, and the core symptoms of children's ADHD. Families with a child diagnosed with ADHD (n = 16) were randomly allocated to two groups (PC and CP; P = parent training, C = child training), and a cross-over design was utilized. Participating parents completed, in four different times during the study, the Parenting Stress Index-Short Form, the Parenting Sense of Competence Scale, the Parenting Styles and Dimensions Questionnaire-Short Version, and the parent form of the ADHD Rating Scale-IV. Parents from both groups, after their participation in the parent training, demonstrated reduced parenting stress, enhanced parental self-efficacy, and increased the employ of democratic parenting practices. More than that, they reported decreased levels of inattention and impulsivity/hyperactivity for their children. Evidence-based multi-level intervention programs could produce positive effects on parents and children by incorporating effective methods and tools in accordance with the needs and the demands of the family context.
Collapse
Affiliation(s)
- Iouliani Pachiti
- Department of Psychology, University of Crete, 74150 Rethymno, Greece;
- Applied Psychology Laboratory, Center for Research and Studies, University of Crete, 74150 Rethymno, Greece
| | - Fotios S. Milienos
- Department of Sociology, Panteion University of Social and Political Sciences, 17671 Athens, Greece;
| | - Panagiota Dimitropoulou
- Department of Psychology, University of Crete, 74150 Rethymno, Greece;
- Applied Psychology Laboratory, Center for Research and Studies, University of Crete, 74150 Rethymno, Greece
| |
Collapse
|
18
|
Türk S, Korfmacher AK, Gerger H, van der Oord S, Christiansen H. Interventions for ADHD in childhood and adolescence: A systematic umbrella review and meta-meta-analysis. Clin Psychol Rev 2023; 102:102271. [PMID: 37030086 DOI: 10.1016/j.cpr.2023.102271] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 03/03/2023] [Accepted: 03/24/2023] [Indexed: 03/28/2023]
Abstract
There are several meta-analyses of treatment effects for children and adolescents with attention deficit hyperactivity disorder (ADHD). The conclusions of these meta-analyses vary considerably. Our aim was to synthesize the latest evidence of the effectiveness of psychological, pharmacological treatment options and their combination in a systematic overview and meta-meta-analyses. A systematic literature search until July 2022 to identify meta-analyses investigating effects of treatments for children and adolescents with ADHD and ADHD symptom severity as primary outcome (parent and teacher rated) yielded 16 meta-analyses for quantitative analyses. Meta-meta-analyses of pre-post data showed significant effects for pharmacological treatment options for parent (SMD = 0.67, 95% CI 0.60 to 0.74) and teacher ADHD symptom ratings (SMD = 0.68, 95% CI 0.54 to 0.82) as well as for psychological interventions for parent (SMD = 0.42, 95% CI 0.33 to 0.51) and teacher rated symptoms (SMD = 0.25, 95% CI 0.12 to 0.38). We were unable to calculate effect sizes for combined treatments due to the lack of meta-analyses. Our analyses revealed that there is a lack of research on combined treatments and for therapy options for adolescents. Finally, future research efforts should adhere to scientific standards as this allows comparison of effects across meta-analyses.
Collapse
Affiliation(s)
- Selina Türk
- Clinical Child and Adolescent Psychology, Department of Psychology, Philipps-University Marburg, Gutenbergstraße 18, 35032 Marburg, Germany.
| | - Ann-Kathrin Korfmacher
- Clinical Child and Adolescent Psychology, Department of Psychology, Philipps-University Marburg, Gutenbergstraße 18, 35032 Marburg, Germany.
| | - Heike Gerger
- Family Medicine, Faculty of Health, Medicine and Life Sciences, Maastricht University, Universiteitssingel 60, 6229, ER, Maastricht, Netherlands
| | | | - Hanna Christiansen
- Clinical Child and Adolescent Psychology, Department of Psychology, Philipps-University Marburg, Gutenbergstraße 18, 35032 Marburg, Germany
| |
Collapse
|
19
|
Sripada RK, Smith K, Walters HM, Ganoczy D, Kim HM, Grau PP, Nahum-Shani I, Possemato K, Kuhn E, Zivin K, Pfeiffer PN, Bohnert KM, Cigrang JA, Avallone KM, Rauch SAM. Testing adaptive interventions to improve PTSD treatment outcomes in Federally Qualified Health Centers: Protocol for a randomized clinical trial. Contemp Clin Trials 2023; 129:107182. [PMID: 37044157 PMCID: PMC10349653 DOI: 10.1016/j.cct.2023.107182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 04/02/2023] [Accepted: 04/08/2023] [Indexed: 04/14/2023]
Abstract
BACKGROUND Posttraumatic stress disorder (PTSD) disproportionately affects low-income individuals and is untreated in 70% of those affected. One third of low-income Americans are treated in Federally Qualified Health Centers (FQHCs), which do not have the capacity to provide all patients with first-line treatments such as Prolonged Exposure (PE). To address this problem, FQHCs could use low-intensity interventions (e.g., Clinician-Supported PTSD Coach: CS PTSD Coach) and medium-intensity interventions (e.g., PE for Primary Care: PE-PC) to treat PTSD with fewer resources. However, some patients will still require high-intensity treatments (e.g., full-length PE) for sustained clinical benefit. Thus, there is a critical need to develop stepped-care models for PTSD in FQHCs. METHOD We are conducting a Sequential, Multiple Assignment, Randomized Trial (SMART) with 430 adults with PTSD in FQHCs. Participants are initially randomized to CS PTSD Coach or PE-PC. After four sessions, early responders step down to lower frequency interaction within their assigned initial treatment strategy. Slow responders are re-randomized to either continue their initial treatment strategy or step up to Full PE for an additional eight weeks. The specific aims are to test the effectiveness of initiating treatment with PE-PC versus CS PTSD Coach in reducing PTSD symptoms and to test the effectiveness of second-stage strategies (continue versus step-up to Full PE) for slow responders. CONCLUSIONS This project will provide critical evidence to inform the development of an effective stepped-care model for PTSD. Testing scalable, sustainable sequences of PTSD treatments delivered in low-resource community health centers will improve clinical practice for PTSD.
Collapse
Affiliation(s)
- Rebecca K Sripada
- Department of Psychiatry, Michigan Medicine, Ann Arbor, MI, United States of America; Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI, United States of America.
| | - Kayla Smith
- Department of Psychiatry, Michigan Medicine, Ann Arbor, MI, United States of America
| | - Heather M Walters
- Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI, United States of America
| | - Dara Ganoczy
- Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI, United States of America
| | - H Myra Kim
- Department of Psychiatry, Michigan Medicine, Ann Arbor, MI, United States of America; Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI, United States of America; Consulting for Statistics, Computing and Analytics Research, University of Michigan, Ann Arbor, MI, United States of America
| | - Peter P Grau
- Department of Psychiatry, Michigan Medicine, Ann Arbor, MI, United States of America; Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI, United States of America
| | - Inbal Nahum-Shani
- Data-Science for Dynamic Decision-making Center, Institute for Social Research, University of Michigan, Ann Arbor, MI, United States of America
| | - Kyle Possemato
- VA Center for Integrated Healthcare, Syracuse, NY, United States of America
| | - Eric Kuhn
- National Center for PTSD, Dissemination and Training Division, VA Palo Alto Health Care System, Palo Alto, CA, United States of America; Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States of America
| | - Kara Zivin
- Department of Psychiatry, Michigan Medicine, Ann Arbor, MI, United States of America; Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI, United States of America
| | - Paul N Pfeiffer
- Department of Psychiatry, Michigan Medicine, Ann Arbor, MI, United States of America; Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI, United States of America
| | - Kipling M Bohnert
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI, United States of America
| | - Jeffrey A Cigrang
- School of Professional Psychology, College of Health Education and Human Services, Wright State University, Fairborn, OH, United States of America
| | - Kimberly M Avallone
- Department of Psychiatry, Michigan Medicine, Ann Arbor, MI, United States of America
| | - Sheila A M Rauch
- VA Atlanta Healthcare System, Decatur, GA, United States of America; Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA, United States of America
| |
Collapse
|
20
|
Gonzalez JC, Klein CC, Barnett ML, Schatz NK, Garoosi T, Chacko A, Fabiano GA. Intervention and Implementation Characteristics to Enhance Father Engagement: A Systematic Review of Parenting Interventions. Clin Child Fam Psychol Rev 2023; 26:445-458. [PMID: 36947287 PMCID: PMC10031187 DOI: 10.1007/s10567-023-00430-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/02/2023] [Indexed: 03/23/2023]
Abstract
In recent years, the prevalence rates of children's mental health disorders have increased with current estimates identifying that as many as 15-20% of children meet criteria for a mental health disorder. Unfortunately, the same robust parenting interventions which have long targeted some of the most common and the most treatable child concerns (e.g., externalizing, disruptive behavior, and aggression) have also shown consistently low rates of father engagement. This persistent issue of engagement comes in the wake of an increasingly large body of literature which highlights the unique positive contributions fathers make to children and families when they are engaged in parenting interventions. As the role fathers play in families shifts to become more inclusive of childcare responsibilities and less narrowly defined by financial contributions, it becomes increasingly important to understand how best to engage fathers in interventions that aim to enhance parenting efficacy and family outcomes such as coparenting. The current review examined intervention (e.g., format and setting) and implementation characteristics (e.g., training and agency-level changes) associated with father engagement. Particular attention is paid to studies which described father-specific engagement strategies (e.g., inviting fathers directly, father-only groups, and adapting intervention to incorporate father preferences). A total of 26 articles met inclusion criteria after screening and full-text review. Results indicate that father engagement (i.e., initiating treatment) remains low with 58% of studies either not reporting father engagement or having engagement rates below 50%. More than two-thirds of studies did not include specific father engagement strategies. Those that did focused on changes to treatment format (e.g., including recreational activities), physical treatment setting (e.g., in-home and school), and reducing the number of sessions required for father participation as the most common father-specific engagement strategies. Some studies reported efforts to target racially and ethnically diverse fathers, but review results indicated most participants identified as Non-Hispanic White. Interventions were largely standard behavioral parent training programs (e.g., PCIT and PMT) with few exceptions (e.g., COACHES and cultural adaptations), and very few agencies or programs are systematically making adjustments (e.g., extended clinic hours and changes to treatment format) to engage fathers. Recommendations for future directions of research are discussed including the impact of differential motivation on initial father engagement in treatment, the importance of continuing to support diverse groups of fathers, and the potential for telehealth to address barriers to father engagement.
Collapse
Affiliation(s)
| | | | - Miya L Barnett
- University of California, Santa Barbara, Santa Barbara, USA
| | | | - Tina Garoosi
- University of California, Santa Barbara, Santa Barbara, USA
| | | | | |
Collapse
|
21
|
Sibley MH, Bruton AM, Zhao X, Johnstone JM, Mitchell J, Hatsu I, Arnold LE, Basu HH, Levy L, Vyas P, Macphee F, Gonzalez ES, Kelley M, Jusko ML, Bolden CR, Zulauf-McCurdy C, Manzano M, Torres G. Non-pharmacological interventions for attention-deficit hyperactivity disorder in children and adolescents. THE LANCET. CHILD & ADOLESCENT HEALTH 2023; 7:415-428. [PMID: 36907194 PMCID: PMC10370370 DOI: 10.1016/s2352-4642(22)00381-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 11/26/2022] [Accepted: 12/19/2022] [Indexed: 03/11/2023]
Abstract
Attention-deficit hyperactivity disorder (ADHD) affects approximately 5% of children and adolescents globally and is associated with negative life outcomes and socioeconomic costs. First-generation ADHD treatments were predominantly pharmacological; however, increased understanding of biological, psychological, and environmental factors contributing to ADHD has expanded non-pharmacological treatment possibilities. This Review provides an updated evaluation of the efficacy and safety of non-pharmacological treatments for paediatric ADHD, discussing the quality and level of evidence for nine intervention categories. Unlike medication, no non-pharmacological treatments showed a consistent strong effect on ADHD symptoms. When considering broad outcomes (eg, impairment, caregiver stress, and behavioural improvement), multicomponent (cognitive) behaviour therapy joined medication as a primary ADHD treatment. With respect to secondary treatments, polyunsaturated fatty acids showed a consistent modest effect on ADHD symptoms when taken for at least 3 months. Additionally, mindfulness and multinutrient supplementation with four or more ingredients showed modest efficacy on non-symptom outcomes. All other non-pharmacological treatments were safe; clinicians might tolerate their use but should educate families of childrenand adolescents with ADHD on the disadvantages, including costs, burden to the service user, absence of proven efficacy relative to other treatments, and delay of proven treatment.
Collapse
Affiliation(s)
- Margaret H Sibley
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle Children's Research Institute, Seattle, WA, USA.
| | - Alisha M Bruton
- Department of Psychiatry, Oregon Health Sciences University, Portland, OR, USA
| | - Xin Zhao
- Department of Medicine, University of California-Irvine, Irvine, CA, USA
| | | | - John Mitchell
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
| | - Irene Hatsu
- Department of Human Sciences, Ohio State University, Columbus, OH, USA
| | - L Eugene Arnold
- Department of Psychiatry and Behavioral Health, Ohio State University, Columbus, OH, USA
| | - Hana H Basu
- Department of Psychology, University of Washington, Seattle, WA, USA
| | - Laura Levy
- Department of Medicine, Oregon Health Sciences University, Portland, OR, USA
| | - Pooja Vyas
- Department of Medicine, Oregon Health Sciences University, Portland, OR, USA
| | - Fiona Macphee
- Division of Psychiatry and Behavioral Medicine, Seattle Children's Hospital, Seattle, WA, USA
| | - Erin Schoenfelder Gonzalez
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle Children's Research Institute, Seattle, WA, USA
| | - Megan Kelley
- Department of Psychology, University of Washington, Seattle, WA, USA
| | - Morgan L Jusko
- Department of Psychology, Florida International University, Miami, FL, USA
| | - China R Bolden
- Division of Psychiatry and Behavioral Medicine, Seattle Children's Hospital, Seattle, WA, USA
| | - Courtney Zulauf-McCurdy
- Department of Psychiatry and Behavioral Sciences, University of Washington School of Medicine, Seattle Children's Research Institute, Seattle, WA, USA
| | - Maychelle Manzano
- Department of Psychology, University of Washington, Seattle, WA, USA
| | - Gabriela Torres
- Department of Psychology, Florida International University, Miami, FL, USA
| |
Collapse
|
22
|
Taylor A, Kong C, Zhang Z, Herold F, Ludyga S, Healy S, Gerber M, Cheval B, Pontifex M, Kramer AF, Chen S, Zhang Y, Müller NG, Tremblay MS, Zou L. Associations of meeting 24-h movement behavior guidelines with cognitive difficulty and social relationships in children and adolescents with attention deficit/hyperactive disorder. Child Adolesc Psychiatry Ment Health 2023; 17:42. [PMID: 36973804 PMCID: PMC10042421 DOI: 10.1186/s13034-023-00588-w] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 03/08/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND Evidence-based 24-h movement behavior (24-HMB) guidelines have been developed to integrate recommendations for the time spent on physical activity, sedentary behavior, and sleep. For children and adolescents, these 24-HMB guidelines recommend a maximum of two hours of recreational screen time (as part of sedentary behavior), a minimum of 60 min per day of moderate to vigorous physical activity (MVPA), and an age-appropriate sleep duration (9-11 h for 5 to 13-year-olds; 8-10 h for 14 to 17-year-olds). Although adherence to the guidelines has been associated with positive health outcomes, the effects of adhering to the 24-HMB recommendations have not been fully examined in children and adolescents with attention eficit/hyperactive disorder (ADHD). Therefore, this study examined potential associations between meeting the 24-HMB guidelines and indicators of cognitive and social difficulties in children and adolescents with ADHD. METHODS Cross-sectional data on 3470 children and adolescents with ADHD aged between 6 and 17 years was extracted from the National Survey for Children's Health (NSCH 2020). Adherence to 24-HMB guidelines comprised screen time, physical activity, and sleep. ADHD-related outcomes included four indicators; one relating to cognitive difficulties (i.e., serious difficulties in concentrating, remembering, or making decisions) and three indicators of social difficulties (i.e., difficulties in making or keeping friends, bullying others, being bullied). Logistic regression was performed to determine the associations between adherence to 24-HMB guidelines and the cognitive and social outcomes described above, while adjusting for confounders. RESULTS In total, 44.8% of participants met at least one movement behavior guideline, while only 5.7% met all three. Adjusted logistic regressions further showed that meeting all three guidelines was associated with lower odds of cognitive difficulties in relation to none of the guidelines, but the strongest model included only screen time and physical activity as predictors (OR = 0.26, 95% CI 0.12-0.53, p < .001). For social relationships, meeting all three guidelines was associated with lower odds of difficulty keeping friends (OR = 0.46, 95% CI 0.21-0.97, p = .04) in relation to none of the guidelines. Meeting the guideline for screen time was associated with lower odds of being bullied (OR = 0.61, 95% CI 0.39-0.97, p = .04) in relation to none of the guidelines. While screen time only, sleep only and the combination of both were associated with lower odds of bullying others, sleep alone was the strongest predictor (OR = 0.44, 95% CI 0.26-0.76, p = .003) in relation to none of the guidelines. CONCLUSION Meeting 24-HMB guidelines was associated with reduced likelihood of cognitive and social difficulties in children and adolescents with ADHD. These findings highlight the importance of adhering to healthy lifestyle behaviors as outlined in the 24-HMB recommendations with regard to cognitive and social difficulties in children and adolescents with ADHD. These results need to be confirmed by longitudinal and interventional studies with a large sample size.
Collapse
Affiliation(s)
- Alyx Taylor
- School of Rehabilitation, Sport and Psychology, AECC University College, Bournemouth, BH5 2DF, UK
- Body-Brain-Mind Laboratory; The Shenzhen Humanities & Social Sciences Key Research Bases of the Center for Mental Health School of Psychology, Shenzhen University, Shenzhen, 518061, China
| | - Chuidan Kong
- Body-Brain-Mind Laboratory; The Shenzhen Humanities & Social Sciences Key Research Bases of the Center for Mental Health School of Psychology, Shenzhen University, Shenzhen, 518061, China
| | - Zhihao Zhang
- Body-Brain-Mind Laboratory; The Shenzhen Humanities & Social Sciences Key Research Bases of the Center for Mental Health School of Psychology, Shenzhen University, Shenzhen, 518061, China
| | - Fabian Herold
- Research Group Degenerative and Chronic Diseases, Movement, Faculty of Health Sciences Brandenburg, University of Potsdam, 14476, Potsdam, Germany
| | - Sebastian Ludyga
- Department of Sport, Exercise, and Health, University of Basel, 4052, Basel, Switzerland
| | - Sean Healy
- Community Health Academic Group, School of Nursing, Psychotherapy and Community Health, Dublin City University, Dublin, 9, Ireland
| | - Markus Gerber
- Department of Sport, Exercise, and Health, University of Basel, 4052, Basel, Switzerland
| | - Boris Cheval
- Swiss Center for Affective Sciences, University of Geneva, Geneva, Switzerland
| | - Matthew Pontifex
- Departments of Kinesiology, Michigan State University, East Lansing, USA
| | - Arthur F Kramer
- Center for Cognitive and Brain Health, Northeastern University, Boston, MA, 02115, USA
- Beckman Institute, University of Illinois at Urbana-Champaign, Champaign, IL, 61820, USA
| | - Sitong Chen
- Institute for Health and Sport, Victoria University, Melbourne, 8001, Australia
| | - Yanjie Zhang
- Physical Education Unit, School of Humanities and Social Science, The Chinese University of Hong Kong, Shenzhen, 518172, China
| | - Notger G Müller
- Research Group Degenerative and Chronic Diseases, Movement, Faculty of Health Sciences Brandenburg, University of Potsdam, 14476, Potsdam, Germany
| | - Mark S Tremblay
- Healthy Active Living and Obesity Research Group, CHEO Research Institute, Ottawa, ON, K1H 8L1, Canada
- Department of Pediatrics, University of Ottawa, Ottawa, ON, K1N 6N5, Canada
| | - Liye Zou
- Body-Brain-Mind Laboratory; The Shenzhen Humanities & Social Sciences Key Research Bases of the Center for Mental Health School of Psychology, Shenzhen University, Shenzhen, 518061, China.
- Research Group Degenerative and Chronic Diseases, Movement, Faculty of Health Sciences Brandenburg, University of Potsdam, 14476, Potsdam, Germany.
| |
Collapse
|
23
|
Breaux R, Baweja R, Eadeh HM, Shroff DM, Cash AR, Swanson CS, Knehans A, Waxmonsky JG. Systematic Review and Meta-analysis: Pharmacological and Nonpharmacological Interventions for Persistent Nonepisodic Irritability. J Am Acad Child Adolesc Psychiatry 2023; 62:318-334. [PMID: 35714838 DOI: 10.1016/j.jaac.2022.05.012] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 04/11/2022] [Accepted: 06/07/2022] [Indexed: 12/29/2022]
Abstract
OBJECTIVE This meta-analysis examined the efficacy of available pharmacological and nonpharmacological interventions for irritability among youth with autism spectrum disorder (ASD), attention-deficit/hyperactivity disorder (ADHD), disruptive behavior disorders (DBD), disruptive mood dysregulation disorder (DMDD), and/or severe mood dysregulation (SMD). METHOD Literature searches were conducted in October 2020, resulting in 564 abstracts being reviewed to identify relevant papers, with 387 articles being reviewed in full. A random effects model was used for the meta-analysis, with subgroup meta-regressions run to assess effects of study design, intervention type, medication class, and clinical population. RESULTS A total of 101 studies were included (80 pharmacological, 13 nonpharmacological, 8 combined). Despite high heterogeneity in effects (I2 = 94.3%), pooled posttreatment effect size for decreasing irritability was large (Hedges' g = 1.62). Large effects were found for pharmacological (g = 1.85) and nonpharmacological (g = 1.11) interventions; moderate effects were found for combined interventions relative to monotherapy interventions (g = 0.69). Antipsychotic medications provided the largest effect for reducing irritability relative to all other medication classes and nonpharmacological interventions. A large effect was found for youth with ASD (g = 1.89), whereas a medium effect was found for youth with ADHD/DMDD/DBD/SMD (g = 0.64). CONCLUSION This meta-analysis provides a comprehensive review of interventions targeting persistent nonepisodic irritability among youth with various psychiatric disorders. Strong evidence was found for medium-to-large effects across study design, intervention type, and clinical populations, with the largest effects for pharmacological interventions, particularly antipsychotic medications and combined pharmacological interventions, and interventions for youth with ASD.
Collapse
Affiliation(s)
- Rosanna Breaux
- Virginia Polytechnic Institute and State University, Blacksburg.
| | - Raman Baweja
- Penn State Milton S. Hershey Medical Center, Hershey, Pennsylvania
| | | | | | - Annah R Cash
- Virginia Polytechnic Institute and State University, Blacksburg
| | | | - Amy Knehans
- Penn State Milton S. Hershey Medical Center, Hershey, Pennsylvania
| | | |
Collapse
|
24
|
Wang X, Chakraborty B. The Sequential Multiple Assignment Randomized Trial for Controlling Infectious Diseases: A Review of Recent Developments. Am J Public Health 2023; 113:49-59. [PMID: 36516390 PMCID: PMC9755933 DOI: 10.2105/ajph.2022.307135] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/19/2022] [Indexed: 12/15/2022]
Abstract
Infectious diseases have posed severe threats to public health across the world. Effective prevention and control of infectious diseases in the long term requires adapting interventions based on epidemiological evidence. The sequential multiple assignment randomized trial (SMART) is a multistage randomized trial that can provide valid evidence of when and how to adapt interventions for controlling infectious diseases based on evolving epidemiological evidence. We review recent developments in SMARTs to bring wider attention to the potential benefits of employing SMARTs in constructing effective adaptive interventions for controlling infectious diseases and other threats to public health. We discuss 2 example SMARTs for infectious diseases and summarize recent developments in SMARTs from the varied aspects of design, analysis, cost, and ethics. Public health investigators are encouraged to familiarize themselves with the related materials we discuss and collaborate with experts in SMARTs to translate the methodological developments into preeminent public health research. (Am J Public Health. 2023;113(1):49-59. https://doi.org/10.2105/AJPH.2022.307135).
Collapse
Affiliation(s)
- Xinru Wang
- Xinru Wang and Bibhas Chakraborty are with the Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore. Bibhas Chakraborty is also with the Department of Statistics and Data Science, National University of Singapore, Singapore
| | - Bibhas Chakraborty
- Xinru Wang and Bibhas Chakraborty are with the Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore. Bibhas Chakraborty is also with the Department of Statistics and Data Science, National University of Singapore, Singapore
| |
Collapse
|
25
|
Lima CHD, Paiola GC, Maier AMRR, Garcia LF, Massuda EM. Características das prescrições de metilfenidato em ambulatório de neuropediatria. SAÚDE EM DEBATE 2022. [DOI: 10.1590/0103-11042022e515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/03/2023] Open
Abstract
RESUMO O metilfenidato não é disponibilizado pelo Sistema Único de Saúde (SUS), pois não faz parte da Relação Nacional de Medicamentos Essenciais. Todavia, o metilfenidato 10 mg é disponibilizado pela rede pública em Maringá-PR de acordo com a Política da Assistência Farmacêutica do município. Objetivou-se analisar as características das prescrições médicas de metilfenidato para crianças em ambulatório de neuropediatria vinculado ao SUS no município. Estudo transversal observacional retrospectivo de caráter quantitativo, realizado por meio da coleta de dados dos prontuários cadastrados no Sistema Gestor da rede pública de saúde do município, pelo ambulatório de neuropediatria na Unidade Básica de Saúde, Zona 7, entre janeiro de 2017 e novembro de 2019. Analisaram-se os dados por frequência relativa e absoluta. Emitiram-se 339 prescrições pelo neuropediatra responsável do ambulatório para 107 pacientes de 6 a 11 anos. Notou-se distribuição geográfica desigual das crianças atendidas conforme bairro da cidade, o que denota influência socioeconômica na prescrição de medicamentos. Ressaltam-se picos de prescrições coincidindo com o período do ano letivo escolar. Concluiu-se que o acompanhamento especializado adequado é premissa para o tratamento, não dispensando a rede longitudinal de assistência. Ademais, evidencia-se o impacto das condições socioeconômicas, tanto na prescrição como na aquisição do medicamento.
Collapse
|
26
|
Crianças com TDAH e professoras. PSICO 2022. [DOI: 10.15448/1980-8623.2022.1.39098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
O Transtorno de Déficit de Atenção e Hiperatividade (TDAH) constitui risco no desenvolvimento infantil, impactando nas relações interpessoais e desempenho acadêmico. O presente estudo objetivou caracterizar recursos e dificuldades, relatados por professoras e crianças com TDAH, no contexto escolar. Participaram 43 estudantes (M=9,6 anos) e 36 professoras (M=43 anos) do ensino público de uma cidade do interior paulista. Os instrumentos utilizados foram entrevistas (crianças) e questionários (professoras). Foi realizada análise temática com auxílio do software Iramuteq. Os resultados apontaram dificuldades: nas crianças quanto ao autoconceito negativo, aos prejuízos acadêmicos e à exclusão por pares e, nas professoras, quanto à falta de conhecimento sobre o TDAH e à ausência de estratégias pedagógicas diferenciadas. Em relação aos recursos, o auxílio familiar em questões acadêmicas foi destacado pelas crianças e professoras. Os achados contribuem para a discussão de políticas educacionais, como formação continuada de professores e intervenções multidisciplinares.
Collapse
|
27
|
Vitulano LA, Mitchell JT, Vitulano ML, Leckman JF, Saunders D, Davis N, Woodward D, Goodhue B, Artukoglu B, Kober H. Parental perspectives on attention-deficit/hyperactivity disorder treatments for children. Clin Child Psychol Psychiatry 2022; 27:1019-1032. [PMID: 35695509 DOI: 10.1177/13591045221108836] [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: 11/16/2022]
Abstract
This study investigated parental perspectives and experiences on the evaluation and treatment process associated with attention-deficit/hyperactivity disorder (ADHD). Five hundred sixty-eight parents of youth 2-28 years-old (M = 9.37; SD = 4.11) diagnosed with ADHD responded to a 14-item online survey about their child's diagnosis and treatment. Parents reported that they had tried an average of 4.49 interventions (SD = 2.63). Parents further shared factors in treatment selection, most helpful parenting strategies, and preferences for types of treatments and treatment targets. A majority of parents reported incorporating many non-traditional strategies (e.g., exercise, healthy eating, outdoor activities) with goals of improving their child's coping skills, study habits, and anger management. The findings show that treatment choices were often selected based on trust in the provider, research support, and the child's preference. Given parental preferences for non-traditional strategies, treatment development efforts should consider these strategies as a component of a broader multimodal treatment approach to ADHD.
Collapse
Affiliation(s)
| | | | | | | | - David Saunders
- Yale Child Study Center.,5798Columbia University, New York, NY, USA
| | | | | | | | | | - Hedy Kober
- Yale University Department of Psychiatry
| |
Collapse
|
28
|
Robinson CL, Parker K, Kataria S, Downs E, Supra R, Kaye AD, Viswanath O, Urits I. Viloxazine for the Treatment of Attention Deficit Hyperactivity Disorder. Health Psychol Res 2022; 10:38360. [PMID: 36168642 PMCID: PMC9501833 DOI: 10.52965/001c.38360] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2025] Open
Abstract
PURPOSE OF REVIEW Attention deficit hyperactivity disorder (ADHD) is a widely diagnosed neurodevelopmental disorder giving rise to symptoms of hyperactivity, impulsivity, and inattentiveness that can impair daily functioning. Stimulants, such as methylphenidate and amphetamines, are the mainstay of treatment for ADHD. However, nonstimulant drugs such as viloxazine, atomoxetine, guanfacine, and clonidine are becoming more popular due to minimal adverse effects when compared to stimulants. RECENT FINDINGS Viloxazine is a selective norepinephrine reuptake inhibitor (NRI) originally used to treat depression in adults with activity in both the noradrenergic as well as serotonergic pathways. Studies have demonstrated its efficacy for its use in the treatment of ADHD. Unlike stimulants, viloxazine has a decreased chance of substance abuse, drug dependance, and withdrawal symptoms upon the cessation of therapy. Additionally, dopamine levels in the nucleus accumbens after treatment with viloxazine are elevated considerably less in comparison with traditional stimulant ADHD treatments. Viloxazine provides an alternative, nonstimulant approach to treating ADHD. SUMMARY Viloxazine is a recently approved, non-stimulant medication functions by inhibiting the uptake of norepinephrine which has been seen to be decreased in patients with ADHD. When patients do not respond to first-line stimulants, cannot tolerate the side effects, or have contraindications to stimulants, viloxazine may be a nonstimulant option offering patients an increasing arsenal of medications to treat ADHD.
Collapse
Affiliation(s)
- Christopher L Robinson
- Department of Anesthesiology, Critical Care, and Pain Medicine, Beth Israel Deaconess Medical Center
| | - Katelyn Parker
- Louisiana State University Health New Orleans School of Medicine
| | - Saurabh Kataria
- Department of Neurology, Louisiana State University Health Science Center at Shreveport
| | - Evan Downs
- Louisiana State University Health New Orleans School of Medicine
| | | | - Alan D Kaye
- Department of Anesthesia, Louisiana State University Health New Orleans School of Medicine
| | - Omar Viswanath
- Valley Anesthesiology and Pain Consultants, Envision Physician Services
| | | |
Collapse
|
29
|
Grodberg D, Smith I. Scaling parent management training through digital and microlearning approaches. Front Psychol 2022; 13:934665. [PMID: 36211919 PMCID: PMC9534294 DOI: 10.3389/fpsyg.2022.934665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 08/22/2022] [Indexed: 11/30/2022] Open
Affiliation(s)
- David Grodberg
- Brightline Inc., Palo Alto, CA, United States
- Brightline Medical Associates, Palo Alto, CA, United States
| | - Irene Smith
- Brightline Inc., Palo Alto, CA, United States
- Brightline Medical Associates, Palo Alto, CA, United States
| |
Collapse
|
30
|
Effectiveness of Clinic-Based Brief Behavioral Intervention (BBI) in Long-term Reduction of ADHD Symptoms Among Preschoolers. J Clin Psychol Med Settings 2022:10.1007/s10880-022-09907-3. [PMID: 35976580 DOI: 10.1007/s10880-022-09907-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/26/2022] [Indexed: 10/15/2022]
Abstract
Preschoolers commonly experience symptoms of ADHD and disruptive behavior problems. Behavioral parent management training (PMT) is an evidence-based intervention for addressing both ADHD and disruptive behaviors in this population; however, many PMT programs are burdensome in length and have limited data regarding long-term effectiveness for ADHD specific outcomes. This study examined outcomes up to 1 year following completion of a brief behavioral intervention (M = 6.51 sessions) for preschoolers. Participants were children aged 2-6 years with clinically significant disruptive behaviors and their parents. Results demonstrated significant improvements in parent-reported child hyperactivity and inattention from pre-to-post intervention, with sustained improvement at 6 months and 1 year post intervention. Teacher-reported hyperactivity and inattention also showed significant improvements from pre-to-post intervention, which were maintained across time points. These results were also found among a subset of participants with clinically significant ADHD symptoms at baseline. This study highlights the long-term effectiveness of a brief PMT program to address symptoms of ADHD and disruptive behaviors in preschoolers. Findings support the recommendation to offer PMT as a first-line intervention for preschoolers with ADHD symptoms to reduce the need for early intervention with stimulant medication and address comorbid disruptive behaviors.
Collapse
|
31
|
Mindfulness as an Adjunct to Behavior Modification for Elementary-aged Children with ADHD. Res Child Adolesc Psychopathol 2022; 50:1573-1588. [DOI: 10.1007/s10802-022-00947-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/06/2022] [Indexed: 10/17/2022]
|
32
|
Nahum-Shani I, Dziak JJ, Walton MA, Dempsey W. Hybrid Experimental Designs for Intervention Development: What, Why, and How. ADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE 2022; 5:10.1177/25152459221114279. [PMID: 36935844 PMCID: PMC10024531 DOI: 10.1177/25152459221114279] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Advances in mobile and wireless technologies offer tremendous opportunities for extending the reach and impact of psychological interventions and for adapting interventions to the unique and changing needs of individuals. However, insufficient engagement remains a critical barrier to the effectiveness of digital interventions. Human delivery of interventions (e.g., by clinical staff) can be more engaging but potentially more expensive and burdensome. Hence, the integration of digital and human-delivered components is critical to building effective and scalable psychological interventions. Existing experimental designs can be used to answer questions either about human-delivered components that are typically sequenced and adapted at relatively slow timescales (e.g., monthly) or about digital components that are typically sequenced and adapted at much faster timescales (e.g., daily). However, these methodologies do not accommodate sequencing and adaptation of components at multiple timescales and hence cannot be used to empirically inform the joint sequencing and adaptation of human-delivered and digital components. Here, we introduce the hybrid experimental design (HED)-a new experimental approach that can be used to answer scientific questions about building psychological interventions in which human-delivered and digital components are integrated and adapted at multiple timescales. We describe the key characteristics of HEDs (i.e., what they are), explain their scientific rationale (i.e., why they are needed), and provide guidelines for their design and corresponding data analysis (i.e., how can data arising from HEDs be used to inform effective and scalable psychological interventions).
Collapse
Affiliation(s)
- Inbal Nahum-Shani
- Institute for Social Research, University of Michigan, Ann Arbor, Michigan
| | - John J. Dziak
- Prevention Research Center, The Pennsylvania State University, State College, Pennsylvania
| | - Maureen A. Walton
- Department of Psychiatry and Addiction Center, Injury Prevention Center, University of Michigan, Ann Arbor, Michigan
| | - Walter Dempsey
- School of Public Health and Institute for Social Research, University of Michigan, Ann Arbor, Michigan
| |
Collapse
|
33
|
Pelham WE, Altszuler AR, Merrill BM, Raiker JS, Macphee FL, Ramos M, Gnagy EM, Greiner AR, Coles EK, Connor CM, Lonigan CJ, Burger L, Morrow AS, Zhao X, Swanson JM, Waxmonsky JG, Pelham WE. The effect of stimulant medication on the learning of academic curricula in children with ADHD: A randomized crossover study. J Consult Clin Psychol 2022; 90:367-380. [PMID: 35604744 PMCID: PMC9443328 DOI: 10.1037/ccp0000725] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE Evaluate whether stimulant medication improves acquisition of academic material in children with attention deficit hyperactivity disorder (ADHD) receiving small-group, content-area instruction in a classroom setting. METHOD Participants were 173 children between the ages of 7 and 12 years old (77% male, 86% Hispanic) who met Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) criteria for ADHD and were participating in a therapeutic summer camp. The design was a triple-masked, within-subject, AB/BA crossover trial. Children completed two consecutive phases of daily, 25-min instruction in both (a) subject-area content (science, social studies) and (b) vocabulary. Each phase was a standard instructional unit lasting for 3 weeks. Teachers and aides taught the material to small groups in a summer classroom setting. Each child was randomized to be medicated with daily osmotic-release oral system methylphenidate (OROS-MPH) during either the first or second of the instructional phases, receiving placebo during the other. RESULTS Medication had large, salutary, statistically significant effects on children's academic seatwork productivity and classroom behavior on every single day of the instructional period. However, there was no detectable effect of medication on learning the material taught during instruction: Children learned the same amount of subject-area and vocabulary content whether they were taking OROS-MPH or placebo during the instructional period. CONCLUSIONS Acute effects of OROS-MPH on daily academic seatwork productivity and classroom behavior did not translate into improved learning of new academic material taught via small-group, evidence-based instruction. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
Collapse
Affiliation(s)
- William E. Pelham
- Department of Psychiatry, University of California, San Diego, CA 92093
| | - Amy R. Altszuler
- Center for Children and Families, Florida International University, Miami, FL 33199
| | - Brittany M. Merrill
- Department of Psychology, Florida International University, Miami, FL 33199
- Center for Children and Families, Florida International University, Miami, FL 33199
| | - Joseph S. Raiker
- Department of Psychology, Florida International University, Miami, FL 33199
- Center for Children and Families, Florida International University, Miami, FL 33199
| | - Fiona L. Macphee
- Department of Psychology, Florida International University, Miami, FL 33199
- Center for Children and Families, Florida International University, Miami, FL 33199
| | - Marcela Ramos
- Department of Psychology, Florida International University, Miami, FL 33199
- Center for Children and Families, Florida International University, Miami, FL 33199
| | - Elizabeth M. Gnagy
- Center for Children and Families, Florida International University, Miami, FL 33199
| | - Andrew R. Greiner
- Center for Children and Families, Florida International University, Miami, FL 33199
| | - Erika K. Coles
- Department of Psychology, Florida International University, Miami, FL 33199
- Center for Children and Families, Florida International University, Miami, FL 33199
| | | | | | - Lisa Burger
- Center for Children and Families, Florida International University, Miami, FL 33199
| | - Anne S. Morrow
- Department of Psychology, Florida International University, Miami, FL 33199
- Center for Children and Families, Florida International University, Miami, FL 33199
| | - Xin Zhao
- Department of Psychology, Florida International University, Miami, FL 33199
- Center for Children and Families, Florida International University, Miami, FL 33199
| | | | - James G. Waxmonsky
- Department of Psychiatry, Penn State College of Medicine, Hershey, PA 17033
| | - William E. Pelham
- Department of Psychology, Florida International University, Miami, FL 33199
- Center for Children and Families, Florida International University, Miami, FL 33199
| |
Collapse
|
34
|
Dekkers TJ, Hornstra R, van der Oord S, Luman M, Hoekstra PJ, Groenman AP, van den Hoofdakker BJ. Meta-analysis: Which Components of Parent Training Work for Children With Attention-Deficit/Hyperactivity Disorder? J Am Acad Child Adolesc Psychiatry 2022; 61:478-494. [PMID: 34224837 DOI: 10.1016/j.jaac.2021.06.015] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Revised: 06/02/2021] [Accepted: 06/25/2021] [Indexed: 01/10/2023]
Abstract
OBJECTIVE Behavioral parent training is an evidence-based intervention for children with attention-deficit/hyperactivity disorder (ADHD), but it is unknown which of its components are most effective. This meta-regression analysis investigated which specific behavioral techniques that parents learn in parent training are associated with effects on parental outcomes. METHOD A search was performed for randomized controlled trials on parent training for children with ADHD, with positive parenting, negative parenting, parenting sense of competence, parent-child relationship quality, and parental mental health as outcome measures. After screening 23,026 publications, 29 studies contributing 138 effect sizes were included (N = 2,345). For each study, the dosage of 39 behavioral techniques was derived from intervention manuals, and meta-regression determined which techniques were related to outcomes. RESULTS Parent training had robust small- to medium-sized positive effects on all parental outcomes relative to control conditions, both for unblinded and probably blinded measures. A higher dosage of techniques focusing on the manipulation of antecedents of behavior was associated with better outcomes on parenting sense of competence and parental mental health, and a higher dosage of techniques focusing on reinforcement of desired behaviors was related to larger decreases in negative parenting. Higher dosages of psychoeducation were negatively related to parental outcomes. CONCLUSION Although techniques were not investigated in isolation, the results suggested that manipulation of antecedents of behavior and reinforcement techniques are key components of parent training for children with ADHD in relation to parental outcomes. These exploratory findings may help to strengthen and tailor parent training interventions for children with ADHD.
Collapse
Affiliation(s)
- Tycho J Dekkers
- University of Groningen, the Netherlands; University of Amsterdam, the Netherlands; Levvel, Academic Center for Child- and Adolescent Psychiatry and Specialized Youthcare, Amsterdam, the Netherlands; Amsterdam University Medical Center, the Netherlands.
| | | | - Saskia van der Oord
- University of Amsterdam, the Netherlands; KU Leuven, Research Group Clinical Psychology, Belgium
| | - Marjolein Luman
- Levvel, Academic Center for Child- and Adolescent Psychiatry and Specialized Youthcare, Amsterdam, the Netherlands; Vrije Universiteit Amsterdam, the Netherlands
| | | | - Annabeth P Groenman
- University of Groningen, the Netherlands; University of Amsterdam, the Netherlands
| | | |
Collapse
|
35
|
Gascon A, Gamache D, St-Laurent D, Stipanicic A. Do we over-diagnose ADHD in North America? A critical review and clinical recommendations. J Clin Psychol 2022; 78:2363-2380. [PMID: 35322417 DOI: 10.1002/jclp.23348] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 02/18/2022] [Accepted: 03/01/2022] [Indexed: 11/09/2022]
Abstract
There has been a marked increase in the prevalence of attention-deficit/hyperactivity disorder (ADHD) in the last 25 years in North America. Some see this trend as positive and believe that it reflects a better identification of ADHD and even think that the disorder is still under-diagnosed. Others, however, contend that ADHD is over-diagnosed. To help mental health clinicians to maintain an informed and nuanced perspective on this debate, this critical review aims to (1) summarize empirical results on factors that might contribute to increase the number of ADHD diagnoses and (2) propose clinical recommendations coherent with these findings to improve clinical practices for ADHD assessment and treatment. We conclude that artifactual factors such as current formulation of diagnostic criteria, clinical practices, and inordinate focus on performance, which is rampant in North America, likely contribute to inflated prevalence rates.
Collapse
Affiliation(s)
- Abigaëlle Gascon
- Department of Psychology, Université du Québec à Trois-Rivières, Trois-Rivières, Quebec, Canada.,Center for Interdisciplinary Studies on Child Development and the Family, Trois-Rivières, Quebec, Canada
| | - Dominick Gamache
- Department of Psychology, Université du Québec à Trois-Rivières, Trois-Rivières, Quebec, Canada.,CERVO Brain Research Centre, Quebec City, Quebec, Canada.,Interdisciplinary Research Centre on Intimate Relationship Problems and Sexual Abuse, Montreal, Quebec, Canada
| | - Diane St-Laurent
- Department of Psychology, Université du Québec à Trois-Rivières, Trois-Rivières, Quebec, Canada.,Center for Interdisciplinary Studies on Child Development and the Family, Trois-Rivières, Quebec, Canada
| | - Annie Stipanicic
- Department of Psychology, Université du Québec à Trois-Rivières, Trois-Rivières, Quebec, Canada.,Center for Interdisciplinary Studies on Child Development and the Family, Trois-Rivières, Quebec, Canada.,University Institute for Intellectual Disability and Autism Spectrum Disorder, Trois-Rivières, Quebec, Canada
| |
Collapse
|
36
|
A Systematic Review of Sequential Multiple-Assignment Randomized Trials in Educational Research. EDUCATIONAL PSYCHOLOGY REVIEW 2022. [DOI: 10.1007/s10648-022-09660-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
|
37
|
Artman WJ, Johnson BA, Lynch KG, McKay JR, Ertefaie A. Bayesian set of best dynamic treatment regimes: Construction and sample size calculation for SMARTs with binary outcomes. Stat Med 2022; 41:1688-1708. [DOI: 10.1002/sim.9323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 11/06/2021] [Accepted: 01/02/2022] [Indexed: 11/08/2022]
Affiliation(s)
- William J. Artman
- Department of Biostatistics and Computational Biology University of Rochester Medical Center Rochester New York USA
| | - Brent A. Johnson
- Department of Biostatistics and Computational Biology University of Rochester Medical Center Rochester New York USA
| | - Kevin G. Lynch
- Center for Clinical Epidemiology and Biostatistics (CCEB) and Department of Psychiatry University of Pennsylvania Philadelphia Pennsylvania USA
| | - James R. McKay
- Department of Psychiatry, Perelman School of Medicine University of Pennsylvania Philadelphia Pennsylvania USA
| | - Ashkan Ertefaie
- Department of Biostatistics and Computational Biology University of Rochester Medical Center Rochester New York USA
| |
Collapse
|
38
|
Waxmonsky JG, Pelham W, Baweja R, Hale D, Pelham WE. Predictors of Changes in Height, Weight, and Body Mass Index After Initiation of Central Nervous System Stimulants in Children with Attention Deficit Hyperactivity Disorder. J Pediatr 2022; 241:115-125.e2. [PMID: 34571023 PMCID: PMC8792191 DOI: 10.1016/j.jpeds.2021.09.030] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 09/03/2021] [Accepted: 09/17/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To identify predictors of changes in height, weight, and body mass index (BMI) in children with attention deficit hyperactivity disorder (ADHD) starting central nervous system (CNS) stimulants. STUDY DESIGN There were 230 medication-naïve children aged 5-12 years with ADHD who participated in a randomized trial evaluating the impact of CNS stimulants on growth over 30 months. This observational analysis focused on the 141 participants using study medication for 65 or more days in the first 6-months after starting medication. Biometric variables, ADHD, and oppositional defiant disorder symptom scores at medication initiation, and medication use over the study were examined as predictors of changes in standardized (z) height, weight, and BMI. RESULTS Mean changes in z-BMI, z-weight. and z-height were negative throughout the study. The most consistent predictors of change in z-BMI, z-weight, and z-height were percent days medicated and total medication exposure. Children with lower z-height and z-weight at medication initiation experienced greater z-BMI and z-weight decreases over the first 6 months on medication. Greater appetite suppression during dose optimization predicted greater decreases in z-weight over the entire study and a greater decrease in z-height over the first 6 months on medication. z-weight change correlated with z-height change. Behavioral symptoms did not predict changes in z-BMI, z-weight, or z-height. CONCLUSIONS How much and how often CNS stimulants are used predicts changes in z-BMI, z-weight, and z-height in children. Even smaller and lighter children may be at risk for decreases in z-weight and z-BMI. Parent ratings of appetite during dose titration may serve as feasible indicators of future weight and height change in children using CNS stimulants. TRIAL REGISTRATION Clinicialtrials.gov: NCT01109849.
Collapse
|
39
|
Breaux R, Dunn NC, Swanson CS, Larkin E, Waxmonsky J, Baweja R. A Mini-Review of Pharmacological and Psychosocial Interventions for Reducing Irritability Among Youth With ADHD. Front Psychiatry 2022; 13:794044. [PMID: 35237188 PMCID: PMC8882725 DOI: 10.3389/fpsyt.2022.794044] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 01/24/2022] [Indexed: 12/03/2022] Open
Abstract
Approximately a third of children and adolescents with attention-deficit/hyperactivity disorder (ADHD) experience significant irritability; despite this, no study has reviewed whether interventions for youth with ADHD can improve irritability. This mini review sought to address this gap in the literature by discussing existing pharmacological and psychosocial interventions for irritability among children and adolescents with ADHD. A literature search was conducted in April 2021, with a total of 12 intervention articles identified (six pharmacological, one psychosocial, five combined). Studies were excluded if they did not involve an intervention, a measure of irritability, or the population was not youth with ADHD. Of these articles, two were with an ADHD only sample; seven included ADHD with comorbid disruptive behavior, disruptive mood dysregulation disorder (DMDD), or severe mood dysregulation (SMD); and three included ADHD with comorbid autism spectrum disorder (ASD). Findings suggest that central nervous system stimulants used alone or in combination with behavior therapy are effective at reducing irritability in youth with ADHD only or comorbid ADHD and DMDD/SMD. Less evidence was found for the efficacy of guanfacine and atomoxetine for youth with ADHD only or comorbid ADHD and ASD. Parent training alone or in combination with atomoxetine was found to be effective at reducing irritability in youth with comorbid ADHD and ASD. Future research assessing the efficacy of other psychosocial interventions, particularly cognitive behavioral therapy is necessary, as are randomized trials assessing intervention sequencing and intensity among youth with ADHD. Researchers are advised to utilize well-validated measures of irritability in future research.
Collapse
Affiliation(s)
- Rosanna Breaux
- Coping Skills and Learning to Manage Emotions Readily (CALMER) Lab, Department of Psychology, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States
| | - Nicholas C Dunn
- Coping Skills and Learning to Manage Emotions Readily (CALMER) Lab, Department of Psychology, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States
| | - Courtney S Swanson
- Coping Skills and Learning to Manage Emotions Readily (CALMER) Lab, Department of Psychology, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States
| | - Emma Larkin
- Coping Skills and Learning to Manage Emotions Readily (CALMER) Lab, Department of Psychology, Virginia Polytechnic Institute and State University, Blacksburg, VA, United States
| | - James Waxmonsky
- Attention and Behavior Clinic, Department of Psychiatry and Behavioral Health, Penn State Milton S. Hershey Medical Center, Hershey, PA, United States
| | - Raman Baweja
- Attention and Behavior Clinic, Department of Psychiatry and Behavioral Health, Penn State Milton S. Hershey Medical Center, Hershey, PA, United States
| |
Collapse
|
40
|
Predictors of Treatment Engagement and Outcome Among Adolescents With Attention-Deficit/Hyperactivity Disorder: An Integrative Data Analysis. J Am Acad Child Adolesc Psychiatry 2022; 61:66-79. [PMID: 33865928 PMCID: PMC9110034 DOI: 10.1016/j.jaac.2021.03.017] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 03/17/2021] [Accepted: 03/26/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVE To identify patient- and treatment-level factors that predict intervention engagement and outcome for adolescents with attention-deficit/hyperactivity disorder (ADHD), guiding efforts to enhance care. METHOD Integrative data analysis was used to pool data from 4 randomized controlled trials of adolescent ADHD treatment with participants (N = 854) receiving various evidence-based behavioral therapy packages in 5 treatment arms (standard [STANDARD], comprehensive [COMP], engagement-focused [ENGAGE]), community-based usual care (UC), or no treatment (NOTX). Participants also displayed varying medication use patterns (negligible, inconsistent, consistent) during the trial. Regression and latent growth curve analyses examined treatment- and patient-level predictors of engagement and outcome. RESULTS Compared with COMP, ENGAGE was associated with higher parent engagement in behavioral therapy (d = 1.35-1.73) when delivered in university, but not community, clinics. Under some conditions, ENGAGE also predicted youth engagement in behavioral therapy (d = 1.21) and lower likelihood of negligible medication use (odds ratio = 0.49 compared with NOTX). UC was associated with poorer parent engagement compared with COMP (d = -0.59) and negligible medication use (odds ratio = 2.29) compared with NOTX. Compared with COMP, ENGAGE (in university settings) was consistently associated with larger ADHD symptom improvements (d = 0.41-0.83) at 6-month follow-up and sometimes associated with larger grade point average (d = 0.68) and parent-teen conflict (d = 0.41) improvements. Consistent medication use during behavioral therapy was associated with larger improvements in ADHD symptoms (d = 0.28) and parent-teen conflict (d = 0.25-0.36). An ADHD+internalizing clinical profile predicted larger improvements in grade point average (d = 0.45). Family adversity predicted poorer parent and youth engagement (rate ratio = 0.90-0.95), negligible medication use (odds ratio = 1.22), and smaller improvements in grade point average (d = -0.23). African American race predicted smaller improvements in parent-teen conflict (d = -0.49). CONCLUSION Engagement-focused behavioral therapy and consistent medication use most frequently predicted stronger clinical engagement and outcomes for adolescents with ADHD. Youths who are African American or who experience family adversity may demonstrate treatment-related disparities for certain outcomes; youths with ADHD+internalizing symptoms may demonstrate excellent academic outcomes following behavioral therapy. DATA SHARING The full ADHD TIDAL dataset is publicly available through the National Data Archive (https://nda.nih.gov), including a data dictionary. The study protocol is also publicly available: https://doi.org/10.1186/s12888-020-02734-6.
Collapse
|
41
|
Which factors determine clinicians' policy and attitudes towards medication and parent training for children with Attention-Deficit/Hyperactivity Disorder? Eur Child Adolesc Psychiatry 2022; 31:483-493. [PMID: 33585968 PMCID: PMC8940866 DOI: 10.1007/s00787-021-01735-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Accepted: 01/31/2021] [Indexed: 01/19/2023]
Abstract
Behavioral parent and teacher training and stimulant medication are recommended interventions for children with attention-deficit/hyperactivity disorder (ADHD). However, not all children with ADHD receive this evidence-based care, and the aim of the current study was to find out why. More specifically, we investigated clinicians' policy, guideline use, and attitudes towards medication and parent training when treating children with ADHD, as well as several factors that could affect this. A total of 219 Dutch clinicians (mainly psychologists, psychiatrists and educationalists) completed a survey. Clinicians were likely to recommend medication more often than parent training, and clinicians' policy to recommend medication and parent training was positively associated with their attitudes towards these interventions. Less experienced clinicians and those with a non-medical background reported lower rates of guideline use, whereas clinicians with a medical background reported less positive attitudes towards parent training. Furthermore, a substantial portion of the clinicians based their decision to recommend parent training on their clinical judgement (e.g., prior estimations of efficacy, perceived low abilities/motivation of parents), and many clinicians reported barriers for referral to parent training, such as waiting lists or a lack of skilled staff. To achieve better implementation of evidence-based care for children with ADHD, guidelines should be communicated better towards clinicians. Researchers and policy-makers should further focus on barriers that prevent implementation of parent training, which are suggested by the discrepancy between clinicians' overall positive attitude towards parent training and the relatively low extent to which clinicians actually advise parent training.
Collapse
|
42
|
Baweja R, Soutullo CA, Waxmonsky JG. Review of barriers and interventions to promote treatment engagement for pediatric attention deficit hyperactivity disorder care. World J Psychiatry 2021; 11:1206-1227. [PMID: 35070771 PMCID: PMC8717033 DOI: 10.5498/wjp.v11.i12.1206] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 06/20/2021] [Accepted: 10/25/2021] [Indexed: 02/06/2023] Open
Abstract
Attention deficit hyperactivity disorder (ADHD) is a common and impairing behavioral health disorder, impacting over 5% of children worldwide. There are multiple evidence-based pharmacological and psychosocial treatments for ADHD, and greater service utilization is associated with improved acute and long-term outcomes. However, long-term outcomes are suboptimal as multimodal treatments are often not accessed and most care ends prematurely. This narrative review discusses barriers to engagement for children and adolescents with ADHD and their families as well as interventions to overcome these barriers. Families face a variety of structural and attitudinal barriers, ranging from cost and access to stigma and low self-efficacy to successfully implement change. There are multiple interventions that may enhance engagement with ADHD care including psychoeducation, integration of behavioral services in general medical settings, telehealth as well as specific adaptations to existing ADHD treatments, such as the use of motivational interviewing or shared decision making. Integration of behavioral health into general medical settings and telehealth have been found in controlled studies to increase access by reducing both structural and attitudinal barriers. Adding motivational interviewing, shared decision making and other engagement interventions to evidence-based ADHD treatments has been found to reduce attitudinal barriers that translates into improved participation and satisfaction while enhancing outcomes. However, little is known about how to promote extended engagement with ADHD services even though a chronic care model for ADHD is recommended.
Collapse
Affiliation(s)
- Raman Baweja
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, PA 17033, United States
| | - Cesar A Soutullo
- Louis A. Faillace, MD Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston, Houston, TX 77054, United States
| | - James G Waxmonsky
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, PA 17033, United States
| |
Collapse
|
43
|
Wang C, Hu Y, Nakonezny PA, Melo V, Ale C, Athreya AP, Shekunov J, Lynch R, Croarkin PE, Romanowicz M. A Retrospective Examination of the Impact of Pharmacotherapy on Parent-Child Interaction Therapy. J Child Adolesc Psychopharmacol 2021; 31:685-691. [PMID: 34319785 PMCID: PMC8721494 DOI: 10.1089/cap.2021.0043] [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: 11/12/2022]
Abstract
Objective: Parent-child interaction therapy (PCIT) is an evidence-based approach for children aged 2-7 years with disruptive behavior problems. This study examined the effectiveness of PCIT with and without concurrent pharmacotherapy. Methods: A convenience sample was collected from a retrospective chart review of preschool-aged children treated with PCIT at the Mayo Clinic Young Child Clinic between 2016 and 2020. Quantitative and qualitative data were abstracted from all patients. The sample was divided into two groups based on psychotropic medications status (medicated and unmedicated) at the initiation of PCIT. Effectiveness of treatment was assessed with the change in Eyberg Child Behavior Inventory (ECBI) score. The change over time in ECBI score was compared between the two PCIT groups with and without concurrent pharmacotherapy using a linear mixed model. Results: Of the 62 youth, 38.71% were females. Mean age was 4.71 ± 1.17 years. The mean baseline ECBI score was 148.74 ± 30.86, indicating clinically significant disruptive behaviors. The mean number of PCIT sessions was 6.59 ± 3.82. There was no statistically significant difference in ECBI scores between the two groups at pre-PCIT (medication group: 149.68, standard error [SE] = 11.61 vs. unmedicated group: 147.92, SE = 10.93, p = 0.8904) and at post-PCIT (medication group: 116.27 [SE = 11.89] vs. unmedicated group: 128.86 [SE = 11.57], p = 0.3464). There was a statistically significant improvement in ECBI scores for both groups after completing therapy (medication group = -33.41 [-22.32%], SE = 6.27, p < 0.0001; d = 1.144; unmedicated group = -19.06 [-12.88%], SE = 5.78, p = 0.0022; d = 1.078). Conclusions: PCIT reduced disruptive behaviors in this sample of young children regardless of concurrent pharmacotherapy. Future prospective studies should consider one particular pharmacological agent and long-term outcomes of treatment. PCIT and certain pharmacological treatments could have complex and important bidirectional priming effects for both treatments.
Collapse
Affiliation(s)
- Chris Wang
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Yuliang Hu
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Paul A. Nakonezny
- Department of Psychiatry and University of Texas Southwestern, Dallas, Texas, USA
- Department of Population and Data Sciences, University of Texas Southwestern, Dallas, Texas, USA
| | - Valeria Melo
- Mayo Clinic Alix School of Medicine, Rochester, Minnesota, USA
| | - Chelsea Ale
- Department of Psychiatry and Psychology, Mayo Clinic, La Crosse, Wisconsin, USA
| | - Arjun P. Athreya
- Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota, USA
| | - Julia Shekunov
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Rachel Lynch
- Department of Pediatrics, Mayo Clinic, Rochester, Minnesota, USA
| | - Paul E. Croarkin
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | | |
Collapse
|
44
|
Feinstein JA, Berry JG, Feudtner C. Intervention research to improve care and outcomes for children with medical complexity and their families. Curr Probl Pediatr Adolesc Health Care 2021; 51:101126. [PMID: 34996708 PMCID: PMC8825706 DOI: 10.1016/j.cppeds.2021.101126] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Healthcare and outcomes for children with medical complexity (CMC) and their families can be improved by conducting well-conceived, designed, implemented, and analyzed research studies of clinical interventions. This article presents a framework for how to approach the study of clinical interventions for CMC, including 7 key questions and example answers to each: (1) What intervention questions should be our focus? (2) What barriers to intervention research exist? (3) How do we design and optimize interventions? (4) How do we characterize and select patients to enroll? (5) How can we enhance data collection and integration? (6) How can we improve enrollment and participation? And (7) which intervention experimental designs should we choose? By exploring each of these key aspects of intervention-based research, we hope to expand thinking about and spark ideas for specific research projects focused on clinical interventions for CMC.
Collapse
Affiliation(s)
- James A Feinstein
- Adult and Child Consortium for Health Outcomes Research & Delivery Science (ACCORDS), University of Colorado and Children's Hospital Colorado, Aurora, CO, United States; Department of Pediatrics, University of Colorado, Aurora, CO, United States.
| | - Jay G Berry
- Complex Care, Division of General Pediatrics, Boston Children's Hospital, Boston, MA, United States
| | - Chris Feudtner
- Division of General Pediatrics, Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, PA, United States
| |
Collapse
|
45
|
Bigirumurame T, Uwimpuhwe G, Wason J. Sequential multiple assignment randomized trial studies should report all key components: a systematic review. J Clin Epidemiol 2021; 142:152-160. [PMID: 34763037 DOI: 10.1016/j.jclinepi.2021.11.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 10/15/2021] [Accepted: 11/03/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Sequential Multiple Assignment Randomised Trial (SMART) designs allow multiple randomisations of participants; this allows assessment of stage-specific questions (individual randomisations) and adaptive interventions (i.e. treatment strategies). We assessed the quality of reporting of the information required to design SMART studies. STUDY DESIGN AND SETTING We systematically searched four databases (PubMed, Ovid, Web of Science and Scopus) for all trial reports, protocols, reviews, and methodological papers which mentioned SMART designs up to June 15, 2020. RESULTS Of the 157 selected records, 12 (7.64%) were trial reports, 24 (15.29%) were study protocols, 91 (58%) were methodological papers, and 30 (19.1%) were review papers. All these trials were powered using stage-specific aims. Only four (33.33%) of these trials reported parameters required for sample size calculations. A small number of the trials (16.67 %) were interested in determining the best embedded adaptive interventions. Most of the trials did not report information about multiple testing adjustment. Furthermore, most of records reported designs that were mainly focused on stage-specific aims. CONCLUSIONS Some features of SMART designs are seldomly reported and/or used. Furthermore, studies using this design tend to not adequately report information about all the design parameters, limiting their transparency and interpretability.
Collapse
Affiliation(s)
- Theophile Bigirumurame
- Biostatistics Research Group, Population Health Sciences Institute, Newcastle University, Newcastle Upon Tyne, UK.
| | | | - James Wason
- Biostatistics Research Group, Population Health Sciences Institute, Newcastle University, Newcastle Upon Tyne, UK
| |
Collapse
|
46
|
Stumpp NE, Sauer-Zavala S. Evidence-Based Strategies for Treatment Personalization: A Review. COGNITIVE AND BEHAVIORAL PRACTICE 2021. [DOI: 10.1016/j.cbpra.2021.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
47
|
Society for Developmental and Behavioral Pediatrics Clinical Practice Guideline for the Assessment and Treatment of Children and Adolescents with Complex Attention-Deficit/Hyperactivity Disorder. J Dev Behav Pediatr 2021; 41 Suppl 2S:S35-S57. [PMID: 31996577 DOI: 10.1097/dbp.0000000000000770] [Citation(s) in RCA: 77] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Attention-deficit/hyperactivity disorder (ADHD) is the most common childhood neurodevelopmental disorder and is associated with an array of coexisting conditions that complicate diagnostic assessment and treatment. ADHD and its coexisting conditions may impact function across multiple settings (home, school, peers, community), placing the affected child or adolescent at risk for adverse health and psychosocial outcomes in adulthood. Current practice guidelines focus on the treatment of ADHD in the primary care setting. The Society for Developmental and Behavioral Pediatrics has developed this practice guideline to facilitate integrated, interprofessional assessment and treatment of children and adolescents with "complex ADHD" defined by age (<4 years or presentation at age >12 years), presence of coexisting conditions, moderate to severe functional impairment, diagnostic uncertainty, or inadequate response to treatment.
Collapse
|
48
|
Challenges and Opportunities: Advancing the Evidence Base for the Care of Complex Attention-Deficit/Hyperactivity Disorder. J Dev Behav Pediatr 2021; 41 Suppl 2S:S75-S76. [PMID: 31996570 DOI: 10.1097/dbp.0000000000000771] [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: 11/25/2022]
|
49
|
The management of ADHD in children and adolescents: bringing evidence to the clinic: perspective from the European ADHD Guidelines Group (EAGG). Eur Child Adolesc Psychiatry 2021:10.1007/s00787-021-01871-x. [PMID: 34677682 PMCID: PMC8532460 DOI: 10.1007/s00787-021-01871-x] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 09/01/2021] [Indexed: 11/24/2022]
Abstract
ADHD is the most common neurodevelopmental disorder presenting to child and adolescent mental health, paediatric, and primary care services. Timely and effective interventions to address core ADHD symptoms and co-occurring problems are a high priority for healthcare and society more widely. While much research has reported on the benefits and adverse effects of different interventions for ADHD, these individual research reports and the reviews, meta-analyses and guidelines summarizing their findings are sometimes inconsistent and difficult to interpret. We have summarized the current evidence and identified several methodological issues and gaps in the current evidence that we believe are important for clinicians to consider when evaluating the evidence and making treatment decisions. These include understanding potential impact of bias such as inadequate blinding and selection bias on study outcomes; the relative lack of high-quality data comparing different treatments and assessing long-term effectiveness, adverse effects and safety for both pharmacological and non-pharmacological treatments; and the problems associated with observational studies, including those based on large national registries and comparing treatments with each other. We highlight key similarities across current international clinical guidelines and discuss the reasons for divergence where these occur. We discuss the integration of these different perspective into a framework for person/family-centered evidence-based practice approach to care that aims to achieve optimal outcomes that prioritize individual strengths and impairments, as well as the personal treatment targets of children and their families. Finally, we consider how access to care for this common and impairing disorder can be improved in different healthcare systems.
Collapse
|
50
|
Cortese S, Newcorn JH, Coghill D. A Practical, Evidence-informed Approach to Managing Stimulant-Refractory Attention Deficit Hyperactivity Disorder (ADHD). CNS Drugs 2021; 35:1035-1051. [PMID: 34403134 DOI: 10.1007/s40263-021-00848-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/16/2021] [Indexed: 10/20/2022]
Abstract
Stimulants (methylphenidate or amphetamines) are the recommended first-line option for the pharmacological treatment of individuals with attention deficit hyperactivity disorder (ADHD). However, some patients with ADHD will not respond optimally to stimulants. Here, we discuss strategies to manage stimulant-refractory ADHD, based on the recommendations advanced in clinical guidelines, knowledge of expert practice in the field, and our own clinical recommendations, informed by a comprehensive literature search in PubMed, PsycInfo, EMBASE + EMBASE classic, OVID Medline, and Web of Science (up to 30 March 2021). We first highlight the importance of stimulant optimization as an effective strategy to increase response. We then discuss a series of factors that should be considered before using alternative pharmacological strategies for ADHD, including poor adherence, time action properties of stimulants (and wearing-off of effects), poor tolerability (that prevents the use of higher, more effective doses), excessive focus on or confounding from presence of comorbid non-ADHD symptoms, and tolerance. Finally, we consider the role of non-stimulants and combined pharmacological approaches. While the choice of medication for ADHD is still to a large extent based on a trial-and-error process, there are reasonably accepted data and guidelines to aid in clinical decision-making. It is hoped that advances in precision psychiatry in the years ahead will further guide prescribers to tailor medication choice to the specific characteristics of the patient.
Collapse
Affiliation(s)
- Samuele Cortese
- School of Psychology, Centre for Innovation in Mental Health (CIMH), Faculty of Environmental and Life Sciences, University of Southampton, Highfield Campus, Building 44, Southampton, SO17 1BJ, UK. .,Clinical and Experimental Sciences (CNS and Psychiatry), Faculty of Medicine, University of Southampton, Southampton, UK. .,Solent NHS Trust, Southampton, UK. .,Hassenfeld Children's Hospital at NYU Langone, New York University Child Study Center, New York, NY, USA. .,Division of Psychiatry and Applied Psychology, School of Medicine, University of Nottingham, Nottingham, UK.
| | - Jeffrey H Newcorn
- Division of ADHD and Learning Disorders, Departments of Psychiatry and Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - David Coghill
- Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, VIC, Australia.,Murdoch Children's Research Institute, Melbourne, VIC, Australia.,The Royal Children's Hospital, Melbourne, VIC, Australia
| |
Collapse
|