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Eng AG, Bansal PS, Goh PK, Nirjar U, Petersen MK, Martel MM. Evidence-Based Assessment for Attention-Deficit/Hyperactivity Disorder. Assessment 2024; 31:42-52. [PMID: 36633097 DOI: 10.1177/10731911221149957] [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: 01/13/2023]
Abstract
Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder that affects individuals from all life stages, genders, and races/ethnicities. Accurate assessment of ADHD across different populations is essential as undiagnosed ADHD is associated with numerous costly negative public health outcomes and is complicated by high comorbidity and developmental change in symptoms over time. Predictive analysis suggests that best-practice evidence-based assessment of ADHD should include both ADHD-specific and broadband rating scales from multiple informants with consideration of IQ, academic achievement, and executive function when there are concerns about learning. For children under age 12, parent and teacher ratings should be averaged. For adolescents and adults, informant reports should be prioritized when self- and other-report are inconsistent. Future research should provide more stringent evaluation of the sensitivity of measures to treatment response and developmental change over time as well as further validate measures on historically understudied populations (i.e., adults, women, and racial/ethnic minorities).
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Goh PK, Elkins AR, Bansal PS, Eng AG, Martel MM. Data-Driven Methods for Predicting ADHD Diagnosis and Related Impairment: The Potential of a Machine Learning Approach. Res Child Adolesc Psychopathol 2023; 51:679-691. [PMID: 36656406 PMCID: PMC11981476 DOI: 10.1007/s10802-023-01022-7] [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] [Accepted: 01/03/2023] [Indexed: 01/20/2023]
Abstract
Current diagnostic criteria for ADHD include several symptoms that highly overlap in conceptual meaning and interpretation. Additionally, inadequate sensitivity and specificity of current screening tools have hampered clinicians' ability to identify those at risk for related outcomes. Using machine learning techniques, the current study aimed to propose a novel algorithm incorporating key ADHD symptoms to predict concurrent and future (i.e., five years later) ADHD diagnosis and related impairment levels. Participants were 399 children with and without ADHD; multiple informant measures of ADHD symptoms, global impairment, academic performance, and social skills were included as part of an accelerated longitudinal design. Results suggested eight symptoms as most important in predicting impairment outcomes five years later: (1) Has difficulty sustaining attention in tasks or play activities, (2) Does not follow through on instructions and fails to finish work, (3) Has difficulty organizing tasks and activities, (4) Avoids tasks (e.g., schoolwork, homework) that require sustained mental effort, (5) Is often easily distracted, (6) Is often forgetful in daily activities, (7) Fidgets with hands or feet or squirms in seat, and (8) Interrupts/intrudes on others. The algorithm comprising this abbreviated list of symptoms performed just as well as or significantly better than one comprising all 18 symptoms in predicting future global impairment and academic performance, but not social skills. It also predicted concurrent and future ADHD diagnosis with 81-93% accuracy. Continued development of screening tools will be key to ensuring access to clinical services for youth at risk for ADHD.
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Affiliation(s)
- Patrick K Goh
- Department of Psychology, University of Hawai'i at Mānoa, 2530 Dole Street, Sakamaki C400, Honolulu, HI, 96822-2294, USA.
| | - Anjeli R Elkins
- Department of Psychology, University of Kentucky, Lexington, USA
| | - Pevitr S Bansal
- Department of Psychology, University of Kentucky, Lexington, USA
| | - Ashley G Eng
- Department of Psychology, University of Kentucky, Lexington, USA
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Goh PK, Smith TE, Lee CA, Bansal PS, Eng AG, Martel MM. Etiological Networks of Attention-Deficit/Hyperactivity Disorder during Childhood and Adolescence. 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; 52:230-243. [PMID: 34348521 PMCID: PMC8814051 DOI: 10.1080/15374416.2021.1946820] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
OBJECTIVE The purpose of the current study was to use network analysis techniques to parse relations between attention-deficit/hyperactivity disorder (ADHD) symptom domains, domains of executive function, and temperament traits. METHODS Participants were 420 children aged 6-17 years (55% boys). The majority of the participants were Caucasian (72.86%) and 50% of the sample met diagnostic criteria for ADHD. Both parents and teachers provided ratings of participants' ADHD symptom severity. Parents completed questionnaires pertaining to participants' temperament traits, and participants completed well-validated laboratory measures of executive function. RESULTS Results suggested effortful control as demonstrating the strongest relations with ADHD, particularly the parent-reported inattentive symptom domain. Additionally, negative effects appeared to demonstrate weaker but still notable relations primarily with the parent-reported hyperactive/impulsive symptom domain. Measures of executive function did not appear to demonstrate relations with any measures of ADHD symptoms or temperament traits. The results were generally replicated in a distinct sample (n = 732, 7-13 years, 63% boys, 81% White), although differences emerged pertaining to the role of surgency (i.e., related to the hyperactive/impulsive symptom domain in the replication but not the primary sample). CONCLUSIONS Overall, findings provided support for the primary role of effortful control, as well as secondary roles for negative affect and surgency, as key risk markers for the characterization of ADHD. Additional exploration of the overlap between temperament and executive function, as pertaining to ADHD, may help clarify heterogeneity in phenotypes and suggest priorities for targeted interventions outside of traditional symptoms.
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Affiliation(s)
| | - Tess E Smith
- Department of Psychology, University of Kentucky
| | - Christine A Lee
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center
| | | | - Ashley G Eng
- Department of Psychology, University of Kentucky
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Meyer J, Alaie I, Ramklint M, Isaksson J. Associated predictors of functional impairment among adolescents with ADHD-a cross-sectional study. Child Adolesc Psychiatry Ment Health 2022; 16:29. [PMID: 35382854 PMCID: PMC8985377 DOI: 10.1186/s13034-022-00463-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Accepted: 03/24/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Attention-deficit/hyperactivity disorder (ADHD) in adolescence is associated with functional impairment in several domains of life. To enable development of interventions that more effectively target functional impairment in this age group, the associations between clinical characteristics and impairment need to be clarified. The aim of this study was to investigate the associations between ADHD and functional impairment, if they varied by sex, and the potential impact of comorbid psychiatric symptoms on the associations. METHODS This was a cross-sectional study including adolescents with ADHD (n = 164) and a reference group of adolescents without ADHD (n = 106). Self-ratings and parental ratings of functional impairment in different life domains were used as outcomes in all analyses. Differences between groups were investigated with comparative analyses. General linear models (GLMs) were used to explore associations between ADHD symptoms and functional impairment in adolescents with ADHD, while adjusting for of comorbid symptoms, sex, and medication. RESULTS Adolescents with ADHD displayed higher levels of functional impairment than peers without ADHD, and girls with ADHD rated higher impairment than their male counterparts. The combined ADHD presentation was associated with the highest levels of self-reported impairment, while parental ratings indicated comparable levels of overall impairment across presentations. In the adjusted GLMs, symptoms of inattention were strongly associated with self- and parent-rated impairment in school, but symptoms of hyperactivity/impulsivity were not, whereas symptoms of both inattention and hyperactivity/impulsivity were modestly associated with self-rated impairment with friends. Further, both emotional and conduct problems were associated with impairment in daily life. CONCLUSIONS Our results suggest that attention difficulties, in particular, seem to impair academic functioning in adolescents with ADHD, and interventions targeting such difficulties are warranted. In addition, comorbid symptoms need to be assessed and treated, and self-reports of functioning should be included in research and clinical practice involving adolescents.
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Affiliation(s)
- Jenny Meyer
- Child and Adolescent Psychiatry Unit, Department of Medical Sciences, Uppsala University, 751 85, Uppsala, Uppsala, Sweden.
| | - Iman Alaie
- grid.8993.b0000 0004 1936 9457Child and Adolescent Psychiatry Unit, Department of Medical Sciences, Uppsala University, 751 85 Uppsala, Uppsala, Sweden ,grid.4714.60000 0004 1937 0626Division of Insurance Medicine, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Mia Ramklint
- grid.8993.b0000 0004 1936 9457Child and Adolescent Psychiatry Unit, Department of Medical Sciences, Uppsala University, 751 85 Uppsala, Uppsala, Sweden
| | - Johan Isaksson
- grid.8993.b0000 0004 1936 9457Child and Adolescent Psychiatry Unit, Department of Medical Sciences, Uppsala University, 751 85 Uppsala, Uppsala, Sweden ,grid.4714.60000 0004 1937 0626Centre for Psychiatry Research, Department of Women’s and Children’s Health, Karolinska Institute Centre of Neurodevelopmental Disorders (KIND), Karolinska Institutet, Stockholm, Sweden
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Goh PK, Martel MM, Barkley RA. Clarifying ADHD and Sluggish Cognitive Tempo Item Relations with Impairment: A Network Analysis. JOURNAL OF ABNORMAL CHILD PSYCHOLOGY 2020; 48:1047-1061. [PMID: 32445104 DOI: 10.1007/s10802-020-00655-2] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Despite the pervasive nature of various forms of impairment associated with attention-deficit/hyperactivity disorder (ADHD), the precise nature of their associations with ADHD and related sluggish cognitive tempo (SCT), particularly at the heterogeneous item level, remains ambiguous. Using innovative network analysis techniques, we sought to identify and examine the concurrent validity of ADHD and SCT bridge items (i.e., those demonstrating the most robust relations with various forms of impairment) with respect to Overall, Home-School, and Community-Leisure impairment domains. Parents of a nationally representative sample of 1742 children (50.17% male) aged 6-17 years completed rating scales of ADHD, SCT, and impairment. Assessment of Bridge Expected Influence suggested eight bridge items primarily from impulsive and Task Completion (i.e., overlapping SCT and inattentive) domains that demonstrated relations with impairment in school performance, completing chores at home, interacting with family members, following rules, and playing sports. Sum scores only including bridge items exhibited relations with Overall, Home-School, and Community-Leisure impairment domains comparable to that of sum scores including all items. Bridge impairment areas were generally consistent across "Childhood" (6-11 years) and "Adolescence" (12-17 years). Problems listening and slowness emerged as bridge items in Childhood, whereas difficulties following through on instructions, problems waiting one's turn, and social withdrawal emerged in Adolescence. Given the comparable validity of ADHD- and SCT-related bridge items versus all items, bridge items, together, may be the most efficient indicators of impairment. Further clarification is needed across development to inform personalized assessment and intervention protocols that account for item-level heterogeneity in ADHD, SCT, and impairment phenotypes.
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Affiliation(s)
- Patrick K Goh
- Department of Psychology, University of Kentucky, 171 Funkhouser Drive, Lexington, KY, 40506-0044, USA.
| | - Michelle M Martel
- Department of Psychology, University of Kentucky, 171 Funkhouser Drive, Lexington, KY, 40506-0044, USA
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Evans SW, Schultz BK, DeMars CE. High School–Based Treatment for Adolescents With Attention-Deficit/Hyperactivity Disorder: Results From a Pilot Study Examining Outcomes and Dosage. SCHOOL PSYCHOLOGY REVIEW 2019. [DOI: 10.1080/02796015.2014.12087444] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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Haack LM, Araujo EA. Culturally Appropriate Assessment of Functioning in Diverse Children: Development and Preliminary Validation of the FX-II Scale in Mexico. J Atten Disord 2019; 23:584-598. [PMID: 28929831 PMCID: PMC5832553 DOI: 10.1177/1087054717730613] [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
OBJECTIVE We sought to develop and provide preliminary validation for a questionnaire evaluating functioning related to ADHD (i.e., the FX-II) with a particularly underserved group (i.e., Mexican youth). METHOD 191 Mexican raters completed the FX-II alongside measures of ADHD symptoms, impairment, cultural values, and demographics: 127 raters were caregivers of treatment-naïve youth (i.e., community sample); 32 raters were caregivers and 32 raters were teachers of youth participating in a school-based program for attention/behavior concerns (i.e., clinical sample). RESULTS We created the 52-item FX-II Scale by adapting a culturally appropriate and psychometrically sound measure of impairment (i.e., the ADHD-FX) to assess functioning most relevant to Spanish-speaking families of children with ADHD (i.e., academic, social/emotional, and familial functioning). The FX-II demonstrated strong reliability, convergent and divergent construct validity, and predictive validity. CONCLUSION The FX-II appears to be a beneficial tool for evaluating functioning related to ADHD in Mexican children and future validation efforts in broader populations are warranted.
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Tanaka Y, Brod M, Lane JR, Upadhyaya H. What Is a Clinically Relevant Improvement in Quality of Life in Adults With ADHD? J Atten Disord 2019; 23:65-75. [PMID: 25876607 DOI: 10.1177/1087054715580395] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To estimate a minimal clinically important difference (MCID) on the adult ADHD Quality of Life (AAQoL) scale. METHOD The MCID was determined from data from short-term ( N = 537) and long-term ( N = 440), placebo-controlled atomoxetine trials in adults with ADHD. For the anchor-based approach, change in clinician-rated Clinical Global Impressions-ADHD-Severity (CGI-ADHD-S) scores was used to derive MCID. For the distribution-based approach, baseline-to-endpoint mean ( SD) changes in AAQoL scores corresponding to 0.5 SD were computed. RESULTS The MCID was similar (approximately 8-point difference) between the short-term and the long-term treatment groups when either the anchor-based or distribution-based approach was used. CONCLUSION These results suggest that approximately 8 points in the change from baseline on the AAQoL is a MCID.
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Affiliation(s)
- Yoko Tanaka
- 1 Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
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Is it possible to determine the level of functional impairment that distinguishes the patients with ADHD from those without ADHD? Qual Life Res 2018; 28:1097-1103. [PMID: 30578453 DOI: 10.1007/s11136-018-2086-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/06/2018] [Indexed: 10/27/2022]
Abstract
INTRODUCTION Functional impairment in attention deficit hyperactivity disorder (ADHD) can occur in many areas such as in family, social activities, and problems related to school and may also persist during adulthood. The Weiss Functional Impairment Rating Scale-Parent Form (WFIRS-P) is designed to measure the functional impairment related to ADHD symptoms. The aim of this study was to determine the level of functional impairment that distinguishes the patients with ADHD who were diagnosed through semi-structured interviews from those without ADHD. METHOD This study consists of ADHD patients who were diagnosed through semi-structured interview aged 5-18 years (n = 250) and same age gender-matched healthy controls (n = 250). A receiver operating characteristic (ROC) curve was constructed by calculating the sensitivity and specificity of the scale cut-off values. RESULTS An area under the curve (AUC) of 0.974 (95% CI 0.956-0.986) was found in this study. For WFIRS-P subdomains, AUC curves, which range from 0.76 to 0.95, were also having strong power for differentiation between groups. The optimal cut-off value for WFIRS-P using Youden's J Index is 0.32. There is no significant gender and age group differences in AUC for either the total or subdomain scores. CONCLUSION Our findings provide that Turkish version of WFIRS-P could be a reliable way of distinguishing the level of functional impairment in ADHD from controls.
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Pliszka SR, Wilens TE, Bostrom S, Arnold VK, Marraffino A, Cutler AJ, López FA, DeSousa NJ, Sallee FR, Incledon B, Newcorn JH. Efficacy and Safety of HLD200, Delayed-Release and Extended-Release Methylphenidate, in Children with Attention-Deficit/Hyperactivity Disorder. J Child Adolesc Psychopharmacol 2017; 27:474-482. [PMID: 29172680 PMCID: PMC5567875 DOI: 10.1089/cap.2017.0084] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Evening-dosed HLD200 is a delayed-release and extended-release methylphenidate (DR/ER-MPH) formulation consisting of uniform, dual-layered microbeads with an inner drug-loaded core. DR/ER-MPH is designed to delay the initial release of drug by 8-10 hours, and thereafter, provide a controlled, extended drug release to target onset of effect upon awakening that lasts into the evening. This phase 3 study evaluated the safety and efficacy of DR/ER-MPH on symptoms and temporal at-home functional impairment in children with attention-deficit/hyperactivity disorder (ADHD). METHODS This 3-week, randomized, double-blind, multicenter, placebo-controlled, parallel-group, forced-dose titration trial evaluated DR/ER-MPH (40-80 mg/day) in children aged 6-12 years with ADHD. Primary efficacy endpoint was the ADHD rating scale-IV (ADHD-RS-IV), and the key secondary endpoints were the Before-School Functioning Questionnaire (BSFQ), and Parent Rating of Evening and Morning Behavior-Revised, morning (PREMB-R AM) and evening (PREMB-R PM). Safety measures included spontaneously reported treatment-emergent adverse events (TEAEs) and two TEAEs of special interest, appetite suppression and insomnia (with direct questioning on sleep disturbance). RESULTS One hundred sixty-one participants were included in the intent-to-treat population (DR/ER-MPH, n = 81; placebo, n = 80). After 3 weeks, DR/ER-MPH achieved significant improvements versus placebo in ADHD symptoms (least-squares [LS] mean ADHD-RS-IV: 24.1 vs. 31.2; p = 0.002), and at-home early morning (LS mean BSFQ: 18.7 vs. 28.4; p < 0.001; LS mean PREMB-R AM: 2.1 vs. 3.6; p < 0.001) and late afternoon/evening (LS mean PREMB-R PM: 9.4 vs. 12.2; p = 0.002) functional impairment. Commonly reported TEAEs (≥10%) were insomnia and decreased appetite. CONCLUSIONS DR/ER-MPH was generally well tolerated and demonstrated significant improvements versus placebo in ADHD symptoms and at-home functional impairments in the early morning, late afternoon, and evening in children with ADHD.
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Affiliation(s)
- Steven R. Pliszka
- The University of Texas Health Science Center at San Antonio, San Antonio, Texas
| | | | | | | | | | | | | | | | - Floyd R. Sallee
- Ironshore Pharmaceuticals & Development, Inc., Grand Cayman, Cayman Islands
| | - Bev Incledon
- Ironshore Pharmaceuticals & Development, Inc., Grand Cayman, Cayman Islands
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Prout KK, DeBerard MS. Therapist-Specific Factors and Psychotherapy Outcomes of Adult and Youth Clients Seen in a Psychology Training Clinic. ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH 2017; 44:681-690. [PMID: 28303351 DOI: 10.1007/s10488-017-0798-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The current study investigated therapist demographic and level of experience in relation to psychotherapy outcomes for adult and child clients. The OQ-45 and Y-OQ 2.01 were used to assess outcomes for 199 adults and 169 youth clients seen for psychotherapy by graduate-level student therapists. Analyses included calculation of Pearson correlation coefficients for each therapist-specific factors (e.g., therapist age, sex) and total score change amount on the OQ-45/Y-OQ 2.01 by treatment outcome subgroup (e.g., clinically significant change, reliable improvement, no change, or deterioration). For adults, a statistically significant relationship was found between improved outcomes and therapist having previously obtained clinical master's degree (r = 0.276, p < .05) as well as female therapist gender (r = -0.295, p < .05). For youth, no statistically significant correlations were observed. Current findings are compared to nontraining settings and implications for student therapist training and training clinic policy are reviewed.
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Affiliation(s)
- Kerry K Prout
- Department of Psychology,Combined Clinical/Counseling/School Psychology Program, Utah State University, 2810 Old Main Hill, Logan, UT, 84322, USA.
| | - M Scott DeBerard
- Department of Psychology,Combined Clinical/Counseling/School Psychology Program, Utah State University, 2810 Old Main Hill, Logan, UT, 84322, USA
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Abstract
The diagnostic criteria for attention-deficit hyperactivity disorder (ADHD) require both symptoms and impairment to be present. Impairment in functioning is commonly the primary reason for referral, and is also a better predictor of long-term outcomes than ADHD symptoms. And yet, only recently has research begun to examine the impact of ADHD treatments on functional impairment using efficient and psychometrically sound outcome measures. In this article, we identify several noteworthy multidimensional measures of functional impairment (ADHD FX, Barkley Functional Impairment Scale [BFIS], Impairment Rating Scale [IRS], Weiss Functional Impairment Rating Scale [WFIRS]) utilized in recent clinical trials for ADHD, and describe their psychometric properties and clinical utility. We also review existing evidence on the impact of pharmacological and behavioral treatments on different domains of functional impairment in ADHD youth as measured by these specific measures. Further research is needed to evaluate longitudinal effects of ADHD treatments on functional impairment, and the use of these measures in adaptive treatment designs.
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Howard AL, Strickland NJ, Murray DW, Tamm L, Swanson JM, Hinshaw SP, Arnold LE, Molina BSG. Progression of impairment in adolescents with attention-deficit/hyperactivity disorder through the transition out of high school: Contributions of parent involvement and college attendance. JOURNAL OF ABNORMAL PSYCHOLOGY 2017; 125:233-247. [PMID: 26854508 DOI: 10.1037/abn0000100] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Long-term, prospective follow-up studies of children diagnosed with attention-deficit/hyperactivity disorder (ADHD) show that symptoms tend to decline with age, but impairments in daily life functioning often persist into adulthood. We examined the developmental progression of impairments before and after the transition out of high school in relation to parent involvement during adolescence, parent support during adulthood, and college attendance, using 8 waves of data from the prospective 16-year follow-up of the Multimodal Treatment of ADHD (MTA) study. Participants were 548 proband children diagnosed with Diagnostic and Statistical Manual of Mental Disorders (4th ed., text rev.; DSM-IV; American Psychiatric Association, 2000) ADHD Combined Type and 258 age- and sex-matched comparison children (Local Normative Comparison Group; LNCG) randomly sampled from probands' schools. Impairment was assessed consistently by parent report from childhood through adulthood. Results showed that impairment worsens over time both before and after the transition to adulthood for those with ADHD histories, in contrast to non-ADHD peers, whose impairments remained stably low over time. However, impairment stabilized after leaving high school for young adults with ADHD histories who attended college. Involved parenting in adolescence was associated with less impairment overall. Attending college was associated with a stable post-high school trajectory of impairment regardless of parents' involvement during adolescence, but young adults with histories of involved parenting and who attended college were the least impaired overall.
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Affiliation(s)
| | | | - Desiree W Murray
- Frank Porter Graham Child Development Institute, University of North Carolina at Chapel Hill
| | - Leanne Tamm
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center
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Yuki K, Bhagia J, Mrazek D, Jensen PS. How does a real-world child psychiatric clinic diagnose and treat attention deficit hyperactivity disorder? World J Psychiatry 2016; 6:118-127. [PMID: 27014602 PMCID: PMC4804260 DOI: 10.5498/wjp.v6.i1.118] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2015] [Revised: 11/10/2015] [Accepted: 12/21/2015] [Indexed: 02/05/2023] Open
Abstract
AIM: To investigate child and adolescent psychiatrists’ (CAPs) attention deficit hyperactivity disorder (ADHD) and oppositional defiant disorder (ODD) diagnoses and treatments in real-world clinical practice.
METHODS: The medical records of 69 ADHD children (mean age = 9.5 years), newly referred to the ADHD clinic, were reviewed for their scores of parent- and teacher-reported Vanderbilt ADHD Diagnostic Rating Scales (VADRSs), CAPs’ diagnoses of ADHD and ODD, and CAPs’ treatment recommendations. Among 63 ADHD subjects who completed both parent and teacher VADRSs, we examined the agreement of the parent and teacher VADRSs. We also examined the concurrent validity of CAPs’ ODD diagnoses against the results from the VADRSs. In addition, we compared CAPs’ treatment recommendations against established ADHD and ODD guidelines.
RESULTS: Among 63 ADHD subjects, the majority of the subjects (92%) met full ADHD diagnostic criteria at least in one setting (parent or teacher) on the VADRSs. Nearly half of the patients met full ADHD diagnostic criteria in two settings (parent and teacher). Relatively low agreement between the parent and teacher VADRSs were found (95%CI: -0.33 to 0.14). For 29 children who scored positive for ODD on the rating scales, CAPs confirmed the ODD diagnosis in only 12 of these case-positives, which is considered as a fair agreement between CAPs and VADRSs (95%CI: 0.10-0.53). For 27 children with no ODD diagnosis made by either CAP or VADRS, more than half of them were recommended for medication only. In contrast, where CAPs made the diagnosis of ODD, or where the parent or teacher VADRS was positive for ODD, almost all of the patients received recommendations for medication and behavior therapy.
CONCLUSION: CAPs’ ADHD diagnoses have strong concurrent validity against valid rating scales, but ADHD’s most common comorbid condition - ODD - may be under-recognized.
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Chomycz S, Schmidt F. Practice Guidelines for the Assessment of Clinically Significant Treatment Outcomes in the Children's Mental Health System. JOURNAL OF EVIDENCE-INFORMED SOCIAL WORK 2015; 13:236-248. [PMID: 26086975 DOI: 10.1080/23761407.2015.1031417] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The use of program evaluation to monitor client change and improve intervention effectiveness is gaining increasing importance in the mental health field. However, there is a lack of literature available in community-based clinics for those who desire to evaluate the effectiveness of services. Through this article the authors review the literature on the best methods to assess clinically significant treatment outcomes in community-based children's mental health services. The strengths and weaknesses of commonly recommended methods of evaluating change are discussed (i.e., reliable change index, percentage of improvement, normative comparisons, and effect size) using a dataset from a community-based parenting program (N = 308).
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Affiliation(s)
- Suzanne Chomycz
- a Department of Psychology, Lakehead University , Thunder Bay , Ontario, Canada
| | - Fred Schmidt
- a Department of Psychology, Lakehead University , Thunder Bay , Ontario, Canada
- b Children's Centre Thunder Bay , Thunder Bay , Ontario , Canada
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Rostain A, Jensen PS, Connor DF, Miesle LM, Faraone SV. Toward quality care in ADHD: defining the goals of treatment. J Atten Disord 2015; 19:99-117. [PMID: 23422237 DOI: 10.1177/1087054712473835] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVE Therapeutic goals for chronic mental disorders like major depressive disorder (MDD) and schizophrenia have evolved in parallel with the growing medical knowledge about the course and treatment of these disorders. Although the knowledge base regarding the clinical course of ADHD, a chronic psychiatric disorder, has evolved beyond symptomatic improvement and short-term treatment response, long-term goals, such as functional remission, have not yet been clearly defined. METHOD A PubMed literature search was conducted to investigate the therapeutic goals of pharmacologic treatment referenced in the published literature from January 1998 through February 2010 using the following commonly used ADHD treatments as keywords: amphetamine, methylphenidate, atomoxetine, lisdexamfetamine, guanfacine, and clonidine. This search was then combined with an additional search that included the following outcome keywords: remission, relapse, remit, response, normal, normalization, recovery, and effectiveness. RESULTS Our search identified 102 publications. The majority (88.2% [90/102]) of these contained predefined criteria for treatment response. Predefined criteria for normalization and remission and/or relapse were presented in 4.9% (5/102), 12.7% (13/102), and 3.9% (4/102) of publications, respectively. There was a lack of consistency between the instruments used to measure outcomes as well as the criteria used to define treatment response, normalization, and remission as well as relapse. CONCLUSION The therapeutic goals in treating ADHD should address optimal treatment outcomes that go beyond modest reductions of ADHD symptoms to include syndromatic, symptomatic, and functional remission. Future work should focus on reliable and valid tools to measure these outcomes in the clinical trial setting.
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Affiliation(s)
| | - Peter S Jensen
- The REACH Institute, New York, NY, USA Mayo Clinic, Rochester, MN, USA
| | - Daniel F Connor
- University of Connecticut School of Medicine, Farmington, USA
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Improved but still impaired: symptom-impairment correspondence among youth with attention-deficit hyperactivity disorder receiving community-based care. J Dev Behav Pediatr 2015; 36:106-14. [PMID: 25650953 PMCID: PMC4397962 DOI: 10.1097/dbp.0000000000000124] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To explore correspondences between the trajectories of symptoms and impairments in youth with attention-deficit hyperactivity disorder (ADHD) being treated by in primary care settings. METHODS Parents of youth (n = 1976) rated their child's symptoms of inattention and hyperactivity/impulsivity, and impairment across a variety of domains. Multilevel models were estimated to characterize the trajectories of symptoms and impairment and to determine whether changes in symptom dimension trajectories corresponded to changes in impairment trajectories over time. RESULTS Results indicated that symptom dimensions initially improved, then leveled off, and then decreased minimally. However, impairment domains remained largely stable (i.e., neither improved nor worsened). Improvement in inattention symptoms were associated with improved ratings of writing impairment, and improved ratings of hyperactivity/impulsivity symptoms were associated with improved relationship with peers. CONCLUSIONS Youths with ADHD who are treated by their community pediatrician tend to initially improve in their symptom presentation, although this symptom reduction plateaus and is not associated with corresponding improvements in most areas of impairment.
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Evans SW, Langberg JM, Egan T, Molitor SJ. Middle and High School Based Interventions for Adolescents with ADHD. Child Adolesc Psychiatr Clin N Am 2014; 23:699-715. [PMID: 25220081 PMCID: PMC4167775 DOI: 10.1016/j.chc.2014.05.004] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The development and evaluation of psychosocial treatments for adolescents with attention-deficit/hyperactivity disorder has lagged behind the treatment development work conducted with children with the disorder. Two middle school-based and high school-based treatment programs have the most empirical work indicating beneficial effects. Treatment development research addressing many of the basic questions related to mediators, moderators, and sequencing of treatments is needed. Implications for future treatment development research are reviewed, including the potential benefits of combining treatments of a variety of modalities to address the large gaps in the literature.
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Affiliation(s)
- Steven W. Evans
- Department of Psychology, Center for Intervention Research in Schools, Ohio University, Athens, Ohio 45701
| | - Joshua M. Langberg
- Department of Psychology, Virginia Commonwealth University, 806 W. Franklin Street, P.O. Box 842018, Richmond, Virginia 23284-2018
| | - Theresa Egan
- Department of Psychology, Center for Intervention Research in Schools, Ohio University, Athens, Ohio 45701
| | - Stephen J. Molitor
- Department of Psychology, Virginia Commonwealth University, 806 W. Franklin street, P.O. Box 842018, Richmond, Virginia 23284-2018
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Abstract
Behavior management treatments are the most commonly used nonpharmacologic approaches for treating attention-deficit/hyperactivity disorder (ADHD) and associated impairments. This review focuses on behavioral parent training interventions for school-age children in the home setting and adjunctive treatments developed to extend effects across settings. Empirical support includes numerous randomized clinical trials, systematic reviews, and meta-analyses showing positive effects of these interventions on child compliance, ADHD symptoms and impairments, parent-child interactions, parenting and parenting stress. These studies support categorization of behavior management treatment as a well-established, evidence-based treatment of ADHD. Factors for consideration in clinical decision making and directions for research are provided.
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Considerations and evidence for an ADHD outcome measure. Acad Pediatr 2014; 14:S54-60. [PMID: 25169459 DOI: 10.1016/j.acap.2014.06.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2013] [Revised: 06/10/2014] [Accepted: 06/18/2014] [Indexed: 11/23/2022]
Abstract
OBJECTIVE The 2011 American Academy of Pediatrics attention-deficit/hyperactivity disorder (ADHD) guideline emphasizes monitoring and measuring outcomes of children diagnosed with ADHD; however, recommendations for how to measure improvement are less clear. A long-term goal was to develop an outcome measure that assesses the quality of care for children with ADHD. As a first step in that process, we conducted a literature synthesis on the efficacy and effectiveness of guideline-recommended ADHD treatments on patient outcomes. METHODS A literature search was conducted in PubMed according to PRISMA protocol and using MeSH terms. US Preventive Services Task Force (USPSTF) criteria were used to assess the level of evidence. Studies of interest were published after 2002 and assessed prospective ADHD improvement using recommended ADHD treatments. RESULTS The systematic review resulted in 35 studies. According to USPSTF criteria, included studies were level I (n = 24), level II-1 (n = 1), and level II-2 (n = 10) and were rated as good (n = 20) or fair (n = 15). DSM-criteria-based rating scales were used most frequently to measure ADHD treatment outcomes. All included treatments resulted in ADHD improvement. Regardless of outcome measure, tool, or treatment type, symptom reduction and improvement were relatively large, with mean percentage reductions ranging from 20% to 86% on ADHD-Behavior Rating Scales scales, with only 1 study with <25% reduction. Effect sizes ranged from 0.15 to 4.57. CONCLUSIONS On the basis of this literature review, a consistent pattern of improvement in pediatric ADHD patients' core symptoms emerged across studies, study designs, and recommended treatment approaches. This evidence supports the notion that an improvement of core symptoms within 1 year could satisfy the requirements of an effective outcome measure, which should be further investigated.
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Riccio CA, Gomes H. Interventions for executive function deficits in children and adolescents. APPLIED NEUROPSYCHOLOGY-CHILD 2013; 2:133-40. [PMID: 23848245 DOI: 10.1080/21622965.2013.748383] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
For children with neurodevelopmental or acquired disorders, deficits in executive function (EF) processes (i.e., attention, working memory, cognitive flexibility, and problem solving), are often evident. Moreover, EF deficits are associated with academic difficulties, behavioral and social difficulties, and long-term psychological maladjustment rendering prevention and intervention of EF deficits an important consideration. Many methods exist to address EF processes; this review will focus on pharmacological, cognitive/metacognitive, computerized, and neurofeedback approaches. Across research reviewed, results tend to vary depending on age, disorder, comorbid conditions, and outcome measures. Notably, there is limited research to suggest long-term maintenance of changes in symptom presentation, improved developmental trajectory, normalization of EF processes, or alteration to the associated neural connections. Implications for practice and future research for evidence-based interventions to address EF are discussed.
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Affiliation(s)
- Cynthia A Riccio
- Department of Educational Psychology, Texas A&M University, College Station, Texas 77843-4225, USA.
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Katic A, Ginsberg L, Jain R, Adeyi B, Dirks B, Babcock T, Scheckner B, Richards C, Lasser R, Turgay A, Findling RL. Clinically relevant changes in emotional expression in children with ADHD treated with lisdexamfetamine dimesylate. J Atten Disord 2012; 16:384-97. [PMID: 21173426 DOI: 10.1177/1087054710389990] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE To describe clinically relevant effects of lisdexamfetamine dimesylate (LDX) on emotional expression (EE) in children with ADHD. METHOD Children with ADHD participated in a 7-week, open-label, LDX dose-optimization study. Expression and Emotion Scale for Children (EESC) change scores were analyzed post hoc using two methods to determine proportion of participants with different categories of clinical response based on (a) clinically significant (movement >2 SD from baseline mean)/reliable change (not due to measurement error) and (b) standard error of measurement (SEM) as a measure of clinically meaningful change. RESULTS With LDX, no participants showed clinically significant/reliable improvement; 0.7% showed clinically significant/reliable deterioration of EE by reliable change index and movement from baseline mean. One third of participants had improved EE by SEM criteria; 9.2% had categorical worsening. CONCLUSION Using clinically meaningful change and clinically significant/reliable change categories derived from the EESC, most participants had no worsening of EE with LDX.
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Affiliation(s)
- Alain Katic
- Claghorn-Lesem Research Clinic, Bellaire, TX 77008, USA.
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López Seco F, Masana Marín A, Martí Serrano S, Acosta García S, Gaviria Gómez A. Curso del trastorno por déficit de atención y/o hiperactividad en una muestra ambulatoria. An Pediatr (Barc) 2012; 76:250-5. [DOI: 10.1016/j.anpedi.2011.09.027] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2010] [Revised: 09/07/2011] [Accepted: 09/09/2011] [Indexed: 10/15/2022] Open
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Gerdes AC, Haack LM, Schneider BW. Parental functioning in families of children with ADHD: evidence for behavioral parent training and importance of clinically meaningful change. J Atten Disord 2012; 16:147-56. [PMID: 20837977 DOI: 10.1177/1087054710381482] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE/METHOD Statistically significant and clinically meaningful effects of behavioral parent training on parental functioning were examined for 20 children with ADHD and their parents who had successfully completed a psychosocial treatment for ADHD. RESULTS/CONCLUSION Findings suggest that behavioral parent training resulted in statistically significant improvements in some domains of parenting behavior for both mothers and fathers and in reductions in most domains of parenting stress for mothers. Importantly, clinically meaningful change also was noted for these parental functioning areas, as well as for other domains of parental functioning that did not result in statistically significant findings. Clinical implications are discussed.
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The Relation Between Change in Symptoms and Functioning in Children with ADHD Receiving School-Based Mental Health Services. SCHOOL MENTAL HEALTH 2009. [DOI: 10.1007/s12310-009-9020-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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