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Russell AE, Benham-Clarke S, Ford T, Eke H, Price A, Mitchell S, Newlove-Delgado T, Moore D, Janssens A. Educational experiences of young people with ADHD in the UK: Secondary analysis of qualitative data from the CATCh-uS mixed-methods study. BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY 2023; 93:941-959. [PMID: 37227452 DOI: 10.1111/bjep.12613] [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: 07/13/2022] [Revised: 04/25/2023] [Accepted: 05/05/2023] [Indexed: 05/26/2023]
Abstract
BACKGROUND Attention deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder characterized by inattention, hyperactivity and/or impulsivity. Young people with ADHD have poorer educational and social outcomes than their peers. We aimed to better understand educational experiences of young people with ADHD in the UK, and make actionable recommendations for schools. METHODS In this secondary analysis of qualitative data, we used Thematic Analysis to analyse information relating to experiences of education from 64 young people with ADHD and 28 parents who participated in the Children and adolescents with ADHD in Transition between Children's services and adult Services (CATCh-uS) study. Emerging patterns within and across codes led to organization of the data into themes and subthemes through an iterative process. RESULTS Two main themes were generated. The first described young people's early experiences of education, often within a mainstream setting; we labelled this the problematic provision loop, as this was a negative cycle that was repeated several times for some participants. The second theme described young people's more positive progression through education once they progressed out of the problematic loop. CONCLUSIONS Educational experiences for young people with ADHD are often negative and fraught with complication. Young people with ADHD often found themselves on a more positive trajectory after they were placed in an alternative form of education provision (mainstream or otherwise), or where they were able to study topics that interest them and play to their strengths. We make recommendations that commissioners, local authorities and schools could consider in order to better support those with ADHD.
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Affiliation(s)
| | | | - Tamsin Ford
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Helen Eke
- University of Exeter Faculty of Health and Life Sciences, Exeter, UK
| | - Anna Price
- University of Exeter Faculty of Health and Life Sciences, Exeter, UK
| | - Siobhan Mitchell
- University of Exeter Faculty of Health and Life Sciences, Exeter, UK
| | | | - Darren Moore
- University of Exeter Graduate School of Education, Exeter, UK
| | - Astrid Janssens
- Center for Innovativ Medicinsk Teknologi, University of Southern Denmark, Odense, Denmark
- Center for Research in Partnership with Patients and Relatives, Odense University Hospital, Odense, Denmark
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Nguyen T, Elkins SR, Curtis DF. Peer-Based Intervention for Socioemotional Concerns Among Children with ADHD. Child Psychiatry Hum Dev 2023; 54:1386-1395. [PMID: 35307775 DOI: 10.1007/s10578-022-01345-4] [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] [Accepted: 02/27/2022] [Indexed: 11/03/2022]
Abstract
This study examined the potential benefits of peer-based dyadic interventions for improving the socioemotional functioning of children with ADHD. Participants included children ages 8-12 diagnosed with ADHD-combined type (n = 34) pooled from a larger randomized study comparing peer-based dyadic interventions. Self-concept and depressive symptoms were evaluated at pre- and post-treatment using single group design. Results showed significantly positive child responses to intervention for self-concept. Further, improvements in self-concept were not moderated by the type of dyadic intervention received or by treatment related changes in externalizing behaviors. The severity of reported depressive symptoms, however, did not significantly change. This suggests therapeutic interaction with peers, as demonstrated in peer-based dyadic intervention models, can improve self-concept in children with ADHD even when socioemotional concerns are not a primary target of treatment and independent of behavioral outcomes achieved. These preliminary findings support promoting prosocial peer behavior as a critical domain for ADHD intervention for children.
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Affiliation(s)
- Thu Nguyen
- Department of Clinical, Health, and Applied Sciences, University of Houston-Clear Lake, Houston, TX, 77058, USA.
- Department of Clinical, Health, and Applied Sciences, University of Houston-Clear Lake, 2700 Bay Area Blvd., Houston, TX, 77058, USA.
| | - Sara R Elkins
- Department of Clinical, Health, and Applied Sciences, University of Houston-Clear Lake, Houston, TX, 77058, USA
| | - David F Curtis
- Department of Behavioral and Social Sciences, University of Houston College of Medicine, Houston, TX, 77004, USA
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Riglin L, Todd A, Blakey R, Shakeshaft A, Stergiakouli E, Davey Smith G, Tilling K, Thapar A. Young-Adult Social Outcomes of Attention-Deficit/Hyperactivity Disorder. J Clin Psychiatry 2023; 84:22m14379. [PMID: 36700842 PMCID: PMC7614314 DOI: 10.4088/jcp.22m14379] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Objective: Attention-deficit/hyperactivity disorder (ADHD) is associated with a range of adverse outcomes in adult life. However, it is unclear whether the risk pathways to adverse adult outcomes are established during childhood or whether associations are driven by concurrent ADHD symptoms that have persisted to adulthood. Methods: We examined associations between broadly defined child-limited (remitted) and persistent ADHD (assessed using the ADHD subscale of the Strengths and Difficulties Questionnaire) with negative social outcomes (low emotional and instrumental support, antisocial behavior, employment, receipt of state benefits as an indicator of socio-economic disadvantage, homelessness) at age 25 years in a UK longitudinal population sample, the Avon Longitudinal Study of Parents and Children (age 25 data collected between years 2017 and 2018; total N = 6,439). Results: Up to 20% of young people with less favorable social outcomes at age 25 had persistent ADHD. Persistent ADHD was associated with an increased likelihood of being not in education, employment, or training (NEET) (OR = 3.71, 95% CI = 2.06 to 6.67, P = 1 × 10-05) and receiving state benefits (OR = 2.72, 95% CI = 1.62 to 4.57, P = 2 × 10-04) at age 25 years compared to those without ADHD. We did not find strong evidence of associations between child-limited ADHD and social outcomes (NEET OR = 1.20, 95% CI = 0.54 to 2.69, P = .65; state benefits OR = 1.38, 95% CI = 0.76 to 2.51, P = .29). Persistent ADHD associations with negative social outcomes were observed across family-of-origin income groups and sex and were not explained by comorbidity. Conclusions: Our findings highlight the importance of continued monitoring and management of ADHD symptoms and related social as well as clinical outcomes across development into adulthood. Future research is needed to identify what factors promote positive social outcomes, including effective treatment of adult ADHD symptoms.
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Affiliation(s)
- Lucy Riglin
- Wolfson Centre for Young People's Mental Health, Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, United Kingdom
| | - Andrew Todd
- Wolfson Centre for Young People's Mental Health, Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, United Kingdom
| | - Rachel Blakey
- Population Health Sciences and MRC Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
| | - Amy Shakeshaft
- Wolfson Centre for Young People's Mental Health, Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, United Kingdom
| | - Evie Stergiakouli
- Population Health Sciences and MRC Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
| | - George Davey Smith
- Population Health Sciences and MRC Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
| | - Kate Tilling
- Population Health Sciences and MRC Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
| | - Anita Thapar
- Wolfson Centre for Young People's Mental Health, Division of Psychological Medicine and Clinical Neurosciences, Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, United Kingdom
- Corresponding author: Anita Thapar, FRCPsych, PhD, Division of Psychological Medicine and Clinical Neurosciences, Cardiff University School of Medicine, Hadyn Ellis Bldg, Maindy Rd, Cathays, Cardiff CF24 4HQ
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Battison EAJ, Brown PCM, Holley AL, Wilson AC. Associations between Chronic Pain and Attention-Deficit Hyperactivity Disorder (ADHD) in Youth: A Scoping Review. CHILDREN (BASEL, SWITZERLAND) 2023; 10:children10010142. [PMID: 36670692 PMCID: PMC9857366 DOI: 10.3390/children10010142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 01/06/2023] [Accepted: 01/08/2023] [Indexed: 01/12/2023]
Abstract
Background: Chronic pain and ADHD are common conditions among youth that negatively impact functioning. This review fills a critical gap by summarizing current research on chronic pain and ADHD comorbidity, and it proposes a conceptual model of shared associations and underlying mechanisms. Objective: The aims of the current study were to: (1) review the extant literature and present estimates of the prevalence of comorbid non-headache chronic pain and ADHD in youth and (2) describe potential shared mechanisms for ADHD and chronic non-headache pain in youth. We also outline future directions to inform future research and interventions directed to youth with comorbid pain and ADHD. Design: A scoping review of the literature was performed in MEDLINE, PsycInfo, and Cochrane Database of Systematic Reviews using a wide range of search terms related to pain, Attention Deficit-Hyperactivity Disorder, childhood, adolescence, and young adulthood. Results: Eleven published studies were included in the review. These studies examined the prevalence of chronic pain among youth with ADHD, the prevalence of ADHD in chronic pain samples, and the association between chronic pain and ADHD among youth. Findings revealed results from studies indicating a higher prevalence of ADHD among youth with chronic pain and a higher prevalence of chronic pain in samples of youth with ADHD. Conclusions: Findings from this scoping review suggest an association between chronic pain and ADHD among youth. Little research was found to examine the etiology of this association. Future studies should examine underlying mechanisms of comorbid chronic pain and ADHD.
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Affiliation(s)
- Eleanor A. J. Battison
- Oregon Health & Science University School of Medicine, Portland, OR 97239, USA
- Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239, USA
- Correspondence: ; Tel.: +1-971-254-5648
| | - Patrick C. M. Brown
- Oregon Health & Science University School of Medicine, Portland, OR 97239, USA
| | - Amy L. Holley
- Oregon Health & Science University School of Medicine, Portland, OR 97239, USA
- Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239, USA
| | - Anna C. Wilson
- Oregon Health & Science University School of Medicine, Portland, OR 97239, USA
- Department of Pediatrics, Oregon Health & Science University, Portland, OR 97239, USA
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Development of an electronic medical record provider evaluation template for children with attention deficit hyperactivity disorder. J Am Assoc Nurse Pract 2023; 35:5-11. [PMID: 36602473 DOI: 10.1097/jxx.0000000000000803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Accepted: 09/29/2022] [Indexed: 01/06/2023]
Abstract
ABSTRACT Attention deficit hyperactivity disorder (ADHD) is the most common neurobehavioral condition in children. Current guidelines recommend that Diagnostic and Statistical Manual of Mental Disorders Fifth Edition (DSM-V) criteria be met before diagnosing ADHD. However, 14-49% of providers are not documenting the use of DSM-V criteria in screening and diagnosis. The use of a standardized electronic health record (EHR) ADHD template is a potential option to assist providers with documenting the DSM-V criteria. The aim for this project was to provide a 1-hour educational in-service on the use of the DSM-V criteria, Vanderbilt rating scale, and a revised EHR ADHD template, and to assess provider use pre and post intervention. Results showed that few providers (n = 1; 2%) document using DSM-V criteria preintervention and post intervention with only a modest increase in template use (n = 3; 5%). However, there were statistical differences between provider type with advanced practice registered nurses and physician assistants screening more frequently using the EHR DSM-V ADHD template compared with physicians (p = .009). Future studies are needed to evaluate barriers to use, including practice preference, openness to change, and other factors that may affect provider workflow.
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Caring for adolescents and young adults with attention-deficit/hyperactivity disorder in primary care: seizing opportunities to address youth mental health needs. Curr Opin Pediatr 2022; 34:306-312. [PMID: 35792652 DOI: 10.1097/mop.0000000000001127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW To provide primary care providers (PCPs) with updated practical guidance around the assessment and management of attention-deficit/hyperactivity disorder (ADHD) in adolescents and young adults (AYA). RECENT FINDINGS Of the three different presentations of ADHD delineated in the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5), the Predominantly Inattentive presentation is the most common among AYA. Multiple rating scales exist to assist clinicians in identifying ADHD symptoms and monitoring treatment effects. Importantly, ADHD frequently persists into adulthood with negative impacts in many life domains if left untreated. It is important for PCPs to provide support for AYA as they transition to adulthood, as treatment adherence often drops sharply at that time, and, once treatment is discontinued, it is rarely restarted. Further, clinicians should be aware of the negative psychological, behavioral, and social impacts that COVID-19 has had on AYA with ADHD. SUMMARY AYA with ADHD often seek care first from PCPs. However, diagnosis and management of ADHD among AYA are challenging, and many clinicians feel ill-equipped, creating concern that many youth may go undiagnosed and untreated. Despite these long-standing challenges, recent advances have opened up critical opportunities for PCPs to proactively address ADHD in primary care settings and make a profound impact on youth as they seek to realize their full potential.
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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]
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8
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Orm S, Pollak Y, Fossum IN, Andersen PN, Øie MG, Skogli EW. Decision-making and Risky Behavior in Individuals with Attention-Deficit/Hyperactivity Disorder: A 10-year Longitudinal Study. Dev Neuropsychol 2022; 47:193-209. [PMID: 35642565 DOI: 10.1080/87565641.2022.2082430] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
We assessed 85 children with Attention-Deficit/Hyperactivity Disorder (ADHD) and 50 typically developing children (TD) (Mage = 11.59, 57.8% boys) with the Hungry Donkey Task (HDT) at baseline and 2-year follow-up, and the Iowa Gambling Task at 10-year follow-up (75% retention). Improvement in the proportion of advantageous choices was observed from two- to 10-year follow-up, but the ADHD group improved less and was outperformed by the TD group at the 10-year follow-up. More advantageous choices on the HDT at baseline predicted less risky behavior at 10-year follow-up. Male sex and more inattentive or externalizing symptoms at baseline predicted more risky behavior.
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Affiliation(s)
- Stian Orm
- Division Mental Health Care, Innlandet Hospital Trust, Brumunddal Norway.,Department of Psychology, University of Oslo, Oslo Norway
| | - Yehuda Pollak
- Seymour Fox School of Education, The Hebrew University of Jerusalem, Israel
| | - Ingrid Nesdal Fossum
- Division Mental Health Care, Innlandet Hospital Trust, Brumunddal Norway.,Department of Psychology, University of Oslo, Oslo Norway
| | - Per Normann Andersen
- Department of Psychology, Inland Norway University of Applied Sciences, Elverum Norway
| | - Merete Glenne Øie
- Department of Psychology, University of Oslo, Oslo Norway.,Research Department, Innlandet Hospital Trust, Brumunddal Norway
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Campez M, Raiker JS, Little K, Altszuler AR, Merrill BM, Macphee FL, Gnagy EM, Greiner AR, Musser ED, Coles EK, Pelham WE. An evaluation of the effect of methylphenidate on working memory, time perception, and choice impulsivity in children with ADHD. Exp Clin Psychopharmacol 2022; 30:209-219. [PMID: 33475395 PMCID: PMC8406432 DOI: 10.1037/pha0000446] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Individuals with Attention-Deficit Hyperactivity Disorder (ADHD) consistently exhibit a stronger preference for immediate rewards than for larger rewards available following a delay on tasks measuring choice impulsivity (CI). Despite this, however, there remains a dearth of studies examining the impact of stimulant treatment on CI as well as associated higher order (e.g., working memory [WM]) and perceptual (e.g., time perception) cognitive processes. The present study examines the effect of osmotic release oral system methylphenidate (OROS-MPH) on CI, WM and time perception processes as well as the relation among these processes before and after taking a regimen of OROS-MPH. Thirty-five children (aged 7-12 years) with a diagnosis of ADHD participating in a concurrent stimulant medication study were recruited to complete computerized assessments of CI, WM, and time perception. Children completed the assessments after administration of a placebo as well as their lowest effective dose of OROS-MPH following a 2-week titration period. The results from one-sample t-tests indicated that OROS-MPH improves both CI and WM in youth with ADHD but does not impact time perception. Further, results revealed no significant association among the various indices of cognitive performance while taking placebo or OROS-MPH. Overall, the findings suggest that while OROS-MPH improves both CI and WM in youth with ADHD, improvements in CI as a result of OROS-MPH are unlikely to be associated with the improvements in WM given the lack of association among the two. Future studies should consider alternate cognitive, emotional, and motivational mechanisms that may account for the impact of OROS-MPH on CI. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Affiliation(s)
- Mileini Campez
- Florida International University, Center for Children and Families
| | - Joseph S. Raiker
- Florida International University, Center for Children and Families
| | | | - Amy R. Altszuler
- Florida International University, Center for Children and Families
| | | | - Fiona L. Macphee
- Florida International University, Center for Children and Families
| | | | | | - Erica D. Musser
- Florida International University, Center for Children and Families
| | - Erika K. Coles
- Florida International University, Center for Children and Families
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Harstad EB, Katusic S, Sideridis G, Weaver AL, Voigt RG, Barbaresi WJ. Children With ADHD Are at Risk for a Broad Array of Adverse Adult Outcomes That Cross Functional Domains: Results From a Population-Based Birth Cohort Study. J Atten Disord 2022; 26:3-14. [PMID: 33090057 DOI: 10.1177/1087054720964578] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
OBJECTIVE To identify patterns ("classes") of outcomes for adults with and without childhood ADHD. METHOD Subjects were 232 childhood ADHD cases and 335 non-ADHD referents from a 1976 to 1982 birth cohort. We used latent class analyses to identify classes based on a broad array of adult psychosocial outcomes and determined the proportion of subjects with childhood ADHD within each class. RESULTS A three class solution provided optimal model fit; classes were termed "good," "intermediate," and "poor" functioning. Subjects with childhood ADHD comprised 62.8% of the "poor," 53.5% of the "intermediate," and 24.9% of the "good" functioning class. The "poor" functioning class was distinguished by increased likelihood of legal trouble and substance use disorders and included more individuals with childhood ADHD and psychiatric disorder than the "intermediate" class (45.5% vs. 30.6%). CONCLUSION Children with ADHD are at risk for adverse adult outcomes in multiple domains and co-morbid childhood psychiatric disorders increase risk.
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DuPaul GJ, Gormley MJ, Anastopoulos AD, Weyandt LL, Labban J, Sass AJ, Busch CZ, Franklin MK, Postler KB. Academic Trajectories of College Students with and without ADHD: Predictors of Four-Year Outcomes. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2021; 50:828-843. [PMID: 33529049 DOI: 10.1080/15374416.2020.1867990] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Objective: Completing a college degree is associated with success in employment, financial earnings, and life satisfaction. Mental health difficulties, including attention-deficit/hyperactivity disorder (ADHD), can compromise degree completion.Method: We examined 4-year academic performance trajectories of 201 college students with ADHD (97 receiving medication [ADHD-Med], 104 not receiving medication [ADHD-NoMed]) relative to 205 non-ADHD Comparison students. Demographic (e.g., sex, race/ethnicity), psychological (e.g., self-reported depression and anxiety symptoms), and service-related (e.g., receipt of academic support) variables were included as predictors of intercept (i.e., Year 1 performance) and slope (yearly change) of semester GPA, progress toward graduation, and self-reported study skill strategies.Results: College students with ADHD obtained significantly lower GPAs (Hedge's g = -0.46 and -0.63) and reported less frequent use of study skills strategies (Hedge's g range from -1.00 to -2.28) than Comparison students. Significantly more Comparison students (59.1%) persisted through eight semesters relative to ADHD-NoMed students (49%). Multiple variables predicted outcomes with parent education, fewer depressive symptoms, better executive functioning, and receipt of high school Section 504 accommodations and college academic support services among the strongest predictors.Conclusions: Findings suggest support services for students with ADHD should begin prior to college matriculation and focus on improving executive functioning skills and depressive symptoms to increase chances of academic success.
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Affiliation(s)
- George J DuPaul
- Department of Education and Human Services, Lehigh University
| | - Matthew J Gormley
- Department of Educational Psychology, University of Nebraska-Lincoln
| | - Arthur D Anastopoulos
- Department of Human Development and Family Studies, University of North Carolina-Greensboro
| | | | - Jeffrey Labban
- Department of Human Development and Family Studies, University of North Carolina-Greensboro
| | | | - Chelsea Z Busch
- Department of Education and Human Services, Lehigh University
| | | | - Kaicee B Postler
- Department of Human Development and Family Studies, University of North Carolina-Greensboro
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12
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Mohamed SMH, Butzbach M, Fuermaier ABM, Weisbrod M, Aschenbrenner S, Tucha L, Tucha O. Basic and complex cognitive functions in Adult ADHD. PLoS One 2021; 16:e0256228. [PMID: 34473722 PMCID: PMC8412315 DOI: 10.1371/journal.pone.0256228] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 08/02/2021] [Indexed: 12/02/2022] Open
Abstract
Background Many clinical studies reported deficits in basic and complex cognitive functions in adults with Attention-Deficit/Hyperactivity Disorder (ADHD). However, the extent in which deficits in basic functions (i.e., processing speed and distractibility) contribute to complex cognitive impairments (i.e., working memory, planning, cognitive flexibility, memory functions) in adults with ADHD is not well-studied. So far, literature show only one study, revealing that basic functions explain 27–74% of executive dysfunctions. Yet, the authors reported that findings could be affected by the selection of neuropsychological tests. The goal of the present research is to replicate such a finding using a different sample and a different set of neuropsychological tests. Methods Forty-eight adult patients with ADHD were compared with 48 healthy controls in basic cognitive functions, namely processing speed and distractibility and more complex cognitive functions, namely selective attention, cognitive flexibility, planning, working memory, verbal fluency, and verbal memory. Basic and complex cognitive functions were assessed using the Vigilance and Sustained Attention, Selective Attention, N-Back, Tower of London, Trail Making Test, Word Fluency, and Verbal Learning and Memory. Results and conclusion Logistic regression analyses showed that impairments in complex cognitive functions explained 25% of the variance in ADHD diagnosis. The explained variance dropped from 25% to 9% after considering basic functions of processing speed and distractibility. This 64% reduction highlights the importance of basic functions for impairments in complex functions in patients with ADHD.
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Affiliation(s)
- Saleh M. H. Mohamed
- Department of Clinical and Developmental Neuropsychology, University of Groningen, Groningen, Netherlands
- * E-mail:
| | - Marah Butzbach
- Department of Clinical and Developmental Neuropsychology, University of Groningen, Groningen, Netherlands
| | - Anselm B. M Fuermaier
- Department of Clinical and Developmental Neuropsychology, University of Groningen, Groningen, Netherlands
| | - Matthias Weisbrod
- Psychiatry and Psychotherapy, SRH Clinic Karlsbad-Langensteinbach, Karlsbad, Germany
- General Psychiatry, Center of Psychosocial Medicine, University of Heidelberg, Heidelberg, Germany
| | - Steffen Aschenbrenner
- Clinical Psychology and Neuropsychology, SRH Clinic Karlsbad-Langensteinbach, Karlsbad, Germany
| | - Lara Tucha
- Department of Clinical and Developmental Neuropsychology, University of Groningen, Groningen, Netherlands
- Department of Psychiatry and Psychotherapy, University Medical Center Rostock, Rostock, Germany
| | - Oliver Tucha
- Department of Clinical and Developmental Neuropsychology, University of Groningen, Groningen, Netherlands
- Department of Psychiatry and Psychotherapy, University Medical Center Rostock, Rostock, Germany
- Department of Psychology, Maynooth University, National University of Ireland, Maynooth, Ireland
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Leveraging Machine Learning to Identify Predictors of Receiving Psychosocial Treatment for Attention Deficit/Hyperactivity Disorder. ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH 2021; 47:680-692. [PMID: 32405822 DOI: 10.1007/s10488-020-01045-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
This study aimed to identify factors associated with receiving psychosocial treatment for ADHD in a nationally representative sample. Participants were 6630 youth with a parent-reported diagnosis of ADHD from the 2016-2017 National Survey of Children's Health. Machine learning analyses were performed to identify factors associated with receipt of psychosocial treatment for ADHD. We examined potentially associated factors in the broad categories of variables hypothesized to affect problem recognition (e.g., severity, mental health comorbidities); the decision to seek treatment; service selection (e.g., insurance coverage) and service use. We found that three machine learning models unanimously identified parent-reported ADHD severity (mild vs. moderate/severe) as the factor that best distinguishes between children who receive psychosocial treatment for ADHD and those who do not. Receive operating characteristic curve analysis revealed the following model performance: classification and regression tree analysis (area under the curve; AUC = .68); an ensemble model (AUC = .71); and a deep, multi-layer neural network (AUC = .72), as well as comparison to a logistic regression model (AUC = .69). Further, insurance coverage of mental/behavioral health needs emerged as a salient factor associated with the receipt of psychosocial treatment. Machine learning models identified risk and protective factors that predicted the receipt of psychosocial treatment for ADHD, such as ADHD severity and health insurance coverage.
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14
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Luderer M, Ramos Quiroga JA, Faraone SV, Zhang James Y, Reif A. Alcohol use disorders and ADHD. Neurosci Biobehav Rev 2021; 128:648-660. [PMID: 34265320 DOI: 10.1016/j.neubiorev.2021.07.010] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 07/05/2021] [Accepted: 07/09/2021] [Indexed: 12/18/2022]
Abstract
Despite a growing literature on the complex bidirectional relationship of ADHD and substance use, reviews specifically focusing on alcohol are scarce. ADHD and AUD show a significant genetic overlap, including genes involved in gluatamatergic and catecholaminergic neurotransmission. ADHD drives risky behavior and negative experiences throughout the lifespan that subsequently enhance a genetically increased risk for Alcohol Use Disorders (AUD). Impulsive decisions and a maladaptive reward system make individuals with ADHD vulnerable for alcohol use and up to 43 % develop an AUD; in adults with AUD, ADHD occurs in about 20 %, but is vastly under-recognized and under-treated. Thus, routine screening and treatment procedures need to be implemented in AUD treatment. Long-acting stimulants or non-stimulants can be used to treat ADHD in individuals with AUD. However, it is crucial to combine medical treatment for ADHD with pharmacotherapy and psychotherapy for AUD, and other comorbid disorders. Identification of individuals at risk for AUD, especially those with ADHD and conduct disorder or oppositional defiant disorder, is a key factor to prevent negative outcomes.
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Affiliation(s)
- Mathias Luderer
- Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital, Goethe University, Frankfurt, Frankfurt am Main, Germany.
| | - Josep Antoni Ramos Quiroga
- Department of Psychiatry, Hospital Universitari Vall d'Hebron, Barcelona, Catalonia, Spain; Department of Psychiatryand Forensic Medicine, Universitat Autònoma deBarcelona, Bellaterra, Catalonia, Spain; Group of Psychiatry, Mental Health and Addiction, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Catalonia, Spain; Biomedical Network Research Centre on Mental Health (CIBERSAM), Barcelona, Catalonia, Spain
| | - Stephen V Faraone
- Department of Psychiatry and Behavioral Sciences, SUNY Upstate Medical University, Syracuse, NY, USA; Department of Neuroscience and Physiology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Yanli Zhang James
- Department of Psychiatry and Behavioral Sciences, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Andreas Reif
- Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital, Goethe University, Frankfurt, Frankfurt am Main, Germany
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15
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Coelho RM, Drummond C, Mota NB, Erthal P, Bernardes G, Lima G, Molina R, Sudo FK, Tannock R, Mattos P. Network analysis of narrative discourse and attention-deficit hyperactivity symptoms in adults. PLoS One 2021; 16:e0245113. [PMID: 33826632 PMCID: PMC8026017 DOI: 10.1371/journal.pone.0245113] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2020] [Accepted: 12/23/2020] [Indexed: 11/18/2022] Open
Abstract
Previous research investigating language in attention-deficit hyperactivity disorder (ADHD) has demonstrated several deficits in many aspects. However, no previous study employed quantitative methodology providing objective measures that could be compared among different studies with diverse samples. To fill this gap, we used network analysis to investigate how ADHD symptomatology impacts narrative discourse, a complex linguistic task considered to be an ecological measure of language. Fifty-eight adults (34 females and 24 males) with a mean age of 26 years old and a mean of 17 years of educational level were administered the Adult Self-Rating Scale for ADHD symptomatology. They also completed the State-Trait Anxiety Inventory, the Beck Depression Inventory and the Urgency, Premeditation, Perseverance, Sensation Seeking Behavior Scale. Intelligence quotient was calculated. Individuals were asked to tell a story based on a wordless picture book. Speech was recorded and transcribed as an input to SpeechGraphs software. Parameters were total number of words (TNW), number of loops of one node (L1), repeated edges (RE), largest strongly connected component (LSC) and average shortest path (ASP). Verbosity was controlled. Statistical analysis was corrected for multiples comparisons and partial correlations were performed for confounding variables. After controlling for anxiety, depression, IQ, and impulsiveness ADHD symptomatology was positively correlated with L1 and negatively correlated with LSC. TNW was positively correlated with ADHD symptoms. In a subdomain analysis, both inattention and hyperactivity-impulsivity were negatively correlated with LSC. Only hyperactivity-impulsivity positively correlated with TNW and L1. Results indicated a correlation between ADHD symptoms and lower connectedness in narrative discourse (as indicated by higher L1 and lower LSC), as well as higher total number of words (TNW). Our results suggest that the higher the number of ADHD symptoms, the less connectivity among words, and a higher number of words in narrative discourse.
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Affiliation(s)
| | - Cláudia Drummond
- Institute D'Or for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil.,Department of speech and hearing pathology, Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro, RJ, Brazil
| | | | - Pilar Erthal
- Institute D'Or for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil
| | - Gabriel Bernardes
- Institute D'Or for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil
| | - Gabriel Lima
- Institute D'Or for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil
| | - Raquel Molina
- Institute D'Or for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil
| | - Felipe Kenji Sudo
- Institute D'Or for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil
| | - Rosemary Tannock
- Research Institute, The Hospital for Sick Children, Toronto, Canada
| | - Paulo Mattos
- Institute D'Or for Research and Education (IDOR), Rio de Janeiro, RJ, Brazil.,Institute of Psychiatry, Federal University of Rio de Janeiro (UFRJ), Rio de Janeiro, RJ, Brazil
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16
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Dessie M, Techane MA, Tesfaye B, Gebeyehu DA. Elementary school teachers knowledge and attitude towards attention deficit-hyperactivity disorder in Gondar, Ethiopia: a multi-institutional study. Child Adolesc Psychiatry Ment Health 2021; 15:16. [PMID: 33827642 PMCID: PMC8028709 DOI: 10.1186/s13034-021-00371-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 03/23/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND A child suffering from attention deficit hyperactivity disorder (ADHD) faces many difficulties in social as well as academic performances. School teachers' knowledge and attitude towards ADHD play a vital role in early detection and referral of the child to treatment centers. Few existing reports, however, indicate the alarming rate at which the problem is highly neglected in sub-Saharan Africa. The present study is designed to determine the knowledge, attitude, and factors that affecting elementary school teachers about ADHD. METHODS An institutional-based cross-sectional study design was conducted in Gondar town and other towns nearby Gondar from February 24 to March 24, 2020. Data were collected through structured self -administered questionnaires using the Knowledge of Attention Deficit Disorders Scale and ADHD-specific attitudes measurement tools. Then, it was entered into Epi-info version 7 and exported to SPSS version 20 for analysis. Bivariable and multivariate logistic regressions were fitted to identify factors associated with the knowledge and attitude of elementary school teachers. Variables having a p-value < 0.05 at 95% CI were considered statistically significant. RESULT Of 636 respondents, about 44.8% (95% CI 41.2, 48.4) and 84.1% (95% CI 81.0, 86.8) of elementary school teachers had good knowledge and a favorable attitude towards ADHD, respectively. Having a diploma and above (AOR = 3.028, 95% CI 1.630-5.625), reading ADHD leaflets (AOR = 2.035, 95% CI 1.391, 2.950) and search ADHD on the internet (AOR = 1.793, 95% CI 1.090, 2.950) were significantly associated with teachers knowledge to ADHD; whereas, working experience in teaching a child with ADHD (AOR = 1.852, 95% CI 1.195-2.87) and watching ADHD on mass media (AOR = 1.72, 95% CI 1.056-2.8) were positively predicts teachers attitude towards ADHD. CONCLUSION the proportion of teachers' knowledge towards ADHD was low; in contrast, their attitude was relatively satisfactory. Strengthening teachers' educational upgrading system, frequent and fair distribution of leaflets written to address ADHD, installation of an internet system to the schools, and continuous ADHD awareness creation programs through mass media are highly recommended.
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Affiliation(s)
- Mekdes Dessie
- Department of Nursing, Blue Nile Health Science College, Gondar, Ethiopia
| | - Masresha Asmare Techane
- Department of Pediatrics and Child Health Nursing, School of Nursing, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Bizuneh Tesfaye
- Department of Psychiatry, School of Medicine, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
| | - Daniel Ayelegne Gebeyehu
- Community Health Nursing Unit, School of Nursing, College of Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
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17
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Neurodevelopmental Effects of Cannabis Use in Adolescents and Emerging Adults with ADHD: A Systematic Review. Harv Rev Psychiatry 2021; 29:251-261. [PMID: 34138796 PMCID: PMC9129887 DOI: 10.1097/hrp.0000000000000303] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE Systematically review the scientific literature to characterize the effects of cannabis use on brain structure, function, and neurodevelopmental outcomes in adolescents and young adults with ADHD. METHOD Systematic review following PRISMA guidelines utilizing PubMed, Embase, PsycINFO, and Cochrane CENTRAL trials register from inception until 1 January 2020. Articles that examined the impact of cannabis use on youth with ADHD were included. RESULTS Eleven studies were identified that compared outcomes for individuals with ADHD who used cannabis or synthetic cannabinoids against those with ADHD who did not. Seven of these studies used neuroimaging techniques, including fMRI, structural MRI, and SPECT. Differential regions of activation were identified, including the right hippocampus and cerebellar vermis, and bilateral temporal lobes. Morphological differences were identified in the right precentral and postcentral gyri, left nucleus accumbens, right superior frontal and postcentral gyri. No study identified any additive or ADHD × cannabis use interaction on neuropsychological tasks of executive function. Two studies found adverse differential impacts of early-onset cannabis use in this population. CONCLUSION A dearth of evidence is available on the impact of cannabis use on the developing brain and functioning for individuals with ADHD, despite the elevated risk for substance use in this population. The limited, potentially underpowered evidence does not support the hypothesis that cannabis use has a deleterious impact on neuropsychological tasks in transitional age youth with ADHD. Larger and longer-term studies are needed, however, to better inform clinicians and patients as to the impacts of cannabis use in youth with ADHD.
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18
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Kennedy TM, Walther CAP, Pedersen SL, McKone KMP, Gnagy EM, Pelham WE, Molina BSG. Beers with Peers: Childhood ADHD and Risk for Correlated Change in Perceived Peer and Personal Alcohol Use Across Young Adulthood. Alcohol Clin Exp Res 2020; 44:2350-2360. [PMID: 32966613 PMCID: PMC7680395 DOI: 10.1111/acer.14467] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Accepted: 09/14/2020] [Indexed: 11/27/2022]
Abstract
BACKGROUND ADHD poses risk for problematic alcohol use through adulthood. Perceived peer alcohol use, one of the strongest correlates of individuals' own alcohol use, is especially salient for adolescents with ADHD. The extent to which this risk extends into young adulthood is unknown, as well as how change in these constructs is associated throughout young adulthood. METHODS In the Pittsburgh ADHD Longitudinal Study, 358 individuals with childhood-diagnosed ADHD and 239 without were prospectively followed from ages 18 to 29. Piecewise, bivariate longitudinal growth modeling was used to examine the change in both peer alcohol use and individuals' heavy drinking (binge-drinking frequency), their between-person associations, and differences by ADHD group. The addition of structured residuals probed within-person year-to-year change in peer and personal alcohol use and their prospective associations. RESULTS Perceived peer alcohol use and individuals' heavy drinking frequencies changed together over time concurrently-from ages 18 to 21 (piece 1) and 21 to 29 (piece 2). Prospectively, individuals who increased the most in heavy drinking from ages 18 to 21 reported more friends using alcohol at age 29, regardless of ADHD history. Within-person increases in personal alcohol use likewise predicted increased perceived peer use the subsequent year within each age group (piece), regardless of ADHD history. However, while decreasing perceived peer use from ages 21 to 29 was related to more frequent heavy drinking at age 29 for those without ADHD, increasing perceived peer use from ages 18 to 21 predicted more frequent heavy drinking at age 29 for those with ADHD. CONCLUSIONS Young adult heavy drinking changes in tandem with perceived peer alcohol use across individuals and predicts selection of alcohol-using peers from year to year within individuals, further into adulthood than previously documented. Findings suggest the centrality of relationships with alcohol-consuming friends in relation to one's heavy drinking, especially for young adults with ADHD histories, through the twenties.
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Affiliation(s)
- Traci M Kennedy
- From the, University of Pittsburgh, (TMK, SLP, KMPM, BSGM), Pittsburgh, Pennsylvania, USA
| | | | - Sarah L Pedersen
- From the, University of Pittsburgh, (TMK, SLP, KMPM, BSGM), Pittsburgh, Pennsylvania, USA
| | - Kirsten M P McKone
- From the, University of Pittsburgh, (TMK, SLP, KMPM, BSGM), Pittsburgh, Pennsylvania, USA
| | | | - William E Pelham
- Florida International University, (EMG, WEP), Miami, Florida, USA
| | - Brooke S G Molina
- From the, University of Pittsburgh, (TMK, SLP, KMPM, BSGM), Pittsburgh, Pennsylvania, USA
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19
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Heterogeneous Trajectories of Problematic Alcohol Use, Depressive Symptoms, and their Co-Occurrence in Young Adults with and without Childhood ADHD. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2020; 48:1265-1277. [PMID: 32648044 DOI: 10.1007/s10802-020-00675-y] [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] [Indexed: 10/23/2022]
Abstract
The literature is inconsistent regarding whether childhood ADHD confers risk for adulthood problematic alcohol use, depressive symptoms, and their co-occurrence. These inconsistencies could be due to meaningful heterogeneity in the adulthood outcomes of children with ADHD that were obscured in traditional group-based analyses. The current study tested this possibility, as well as the contribution of adulthood ADHD symptom persistence, in order to clarify long-term risk in this population. Children diagnosed with ADHD and demographically-similar children without ADHD were followed longitudinally into adulthood and repeatedly assessed on heavy drinking, alcohol problems, and depressive symptoms from ages 21-29 (84.1% White (not Hispanic); 86.9% male; 51.2% childhood ADHD; 14.7% adulthood-persistent ADHD; N = 320). Group-based multi-trajectory modeling identified six groups with different combinations of trajectories across these variables. Heterogeneous longitudinal outcomes for those with ADHD were found. Some children with ADHD showed increased risk as typically predicted, with a higher likelihood of membership in a group with stable-moderate alcohol outcomes and stable-severe depression (adulthood persistent ADHD also predicted this group), whereas some children with ADHD were more likely to belong to a group with virtually no alcohol outcomes and low depression. Additionally, adulthood persistent ADHD predicted membership in a group with stable-severe alcohol outcomes and stable-moderate depression. Given the severity associated with co-occurring alcohol and depressive disorders, studies of early risk and protective factors and long-term outcomes for these disparate trajectory patterns are needed, particularly for those with childhood and persisting ADHD.
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20
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Pelham WE, Page TF, Altszuler AR, Gnagy EM, Molina BSG, Pelham WE. The long-term financial outcome of children diagnosed with ADHD. J Consult Clin Psychol 2020; 88:160-171. [PMID: 31789549 PMCID: PMC6940517 DOI: 10.1037/ccp0000461] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
OBJECTIVE Characterize the early trajectories of financial functioning in adults with history of childhood ADHD and use these trajectories to project earnings and savings over the lifetime. METHOD Data were drawn from a prospective case-control study (PALS) following participants with a rigorous diagnosis of ADHD during childhood (N = 364) and demographically matched controls (N = 240) for nearly 20 years. Participants and their parents reported on an array of financial outcomes when participants were 25 and 30 years old. RESULTS At age 30, adults with a history of ADHD exhibited substantially worse outcomes than controls on most financial indicators, even when they and their parents no longer endorsed any DSM symptoms of ADHD. Between ages 25 and 30, probands had exhibited considerably slower growth than controls in positive financial indicators (e.g., monthly income) and substantially less reduction than controls in indicators of financial dependence (e.g., living with parents), indicating worsening or sustained deficits on nearly all measures. When earnings trajectories from age 25 to age 30 were extrapolated using matched census data, male probands were projected to earn $1.27 million less than controls over their working lifetime, reaching retirement with up to 75% lower net worth. CONCLUSION The financial deficit of adults with history of childhood ADHD grows across early adulthood. Projections based on early financial trajectories suggest very large cumulative differences in earnings and savings. With or without persistence of the DSM symptoms, the adult sequela of childhood ADHD can be conceptualized as a chronic condition often requiring considerable support from others during adulthood. (PsycINFO Database Record (c) 2020 APA, all rights reserved).
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Affiliation(s)
| | - Timothy F. Page
- Health Policy and Management, Florida International University, Miami, FL 33199
- Center for Children and Families, Florida International University, Miami, FL 33199
| | - Amy R. Altszuler
- 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
| | | | - William E. Pelham
- Department of Psychology, Florida International University, Miami, FL 33199
- Center for Children and Families, Florida International University, Miami, FL 33199
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