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Clinicians report primarily using functional behavioral assessment (FBA) methods that do not include functional analyses. However, studies examining the correspondence between functional analyses and other types of FBAs have produced inconsistent results. In addition, although functional analyses are considered the gold standard, their contribution toward successful treatment compared with other FBA methods remains unclear. This comparative effectiveness study, conducted with 57 young children with autism spectrum disorder, evaluated the results of FBAs that did (n = 26) and did not (n = 31) include a functional analysis. Results of FBAs with and without functional analyses showed modest correspondence. All participants who completed functional communication training achieved successful outcomes regardless of the type of FBA conducted.
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Transtorno do Espectro Autista , Criança , Pré-Escolar , Humanos , Transtorno do Espectro Autista/terapia , Pesquisa Comparativa da EfetividadeRESUMO
Functional communication training (FCT) is a behavioral treatment that has been shown to reduce problem behavior and increase appropriate communication in young children with autism spectrum disorder (ASD). In this study, we assessed the effects of FCT on targeted and nontargeted problem behaviors outside of the training context, as well as parent stress, for 30 young children with ASD and their parents. Indirect measures of generalization treatment effects were administered prior to and following FCT treatment delivered via telehealth. Children demonstrated significant improvement on both targeted (measured via observation) and nontargeted (measured via checklist) problem behaviors, both within and outside of the training context, and parent stress was significantly reduced following treatment. These results suggest that the impact of FCT may extend beyond the training context for both the children being treated and the parents delivering treatment, even when generalization is not specifically programmed for during treatment.
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Transtorno do Espectro Autista , Comportamento Problema , Transtorno do Espectro Autista/terapia , Terapia Comportamental/métodos , Criança , Pré-Escolar , Comunicação , Humanos , Pais/educaçãoRESUMO
Limited existing evidence suggests that adults with intellectual and developmental disabilities (IDD) experience substantial disparities in numerous areas of health care, including quality ambulatory care. A multistate cohort of adults with IDD was analyzed for patterns of inpatient admissions and emergency department utilization. Utilization was higher (inpatient [RR = 3.2], emergency department visits [RR = 2.6]) for adults with IDD, particularly for ambulatory care-sensitive conditions (eg, urinary tract [RR = 6.6] and respiratory infections [RRs = 5.5-24.7]), and psychiatric conditions (RRs = 5.8-15). Findings underscore the importance of access to ambulatory care skilled in IDD-related needs to recognize and treat ambulatory care-sensitive conditions and to manage chronic medical and mental health conditions.
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Deficiência Intelectual , Medicaid , Adulto , Assistência Ambulatorial , Criança , Serviços de Saúde Comunitária , Deficiências do Desenvolvimento/epidemiologia , Deficiências do Desenvolvimento/terapia , Serviço Hospitalar de Emergência , Humanos , Deficiência Intelectual/epidemiologia , Deficiência Intelectual/terapia , Pacientes Ambulatoriais , Estados UnidosRESUMO
OBJECTIVE: To use medical claims data to determine patterns of healthcare utilization in children with intellectual and developmental disabilities, including frequency of service utilization, conditions that require hospital care, and costs. STUDY DESIGN: Medicaid administrative claims from 4 states (Iowa, Massachusetts, New York, and South Carolina) from years 2008-2013 were analyzed, including 108 789 children (75 417 male; 33 372 female) under age 18 years with intellectual and developmental disabilities. Diagnoses included cerebral palsy, autism, fetal alcohol syndrome, Down syndrome/trisomy/autosomal deletions, other genetic conditions, and intellectual disability. Utilization of emergency department (ED) and inpatient hospital services were analyzed for 2012. RESULTS: Children with intellectual and developmental disabilities used both inpatient and ED care at 1.8 times that of the general population. Epilepsy/convulsions was the most frequent reason for hospitalization at 20 times the relative risk of the general population. Other frequent diagnoses requiring hospitalization were mood disorders, pneumonia, paralysis, and asthma. Annual per capita expenses for hospitalization and ED care were 100% higher for children with intellectual and developmental disabilities, compared with the general population ($153 348 562 and $76 654 361, respectively). CONCLUSIONS: Children with intellectual and developmental disabilities utilize significantly more ED and inpatient care than other children, which results in higher annual costs. Recognizing chronic conditions that increase risk for hospital care can provide guidance for developing outpatient care strategies that anticipate common clinical problems in intellectual and developmental disabilities and ensure responsive management before hospital care is needed.
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Deficiências do Desenvolvimento/economia , Serviço Hospitalar de Emergência/economia , Serviço Hospitalar de Emergência/estatística & dados numéricos , Utilização de Instalações e Serviços/economia , Utilização de Instalações e Serviços/estatística & dados numéricos , Custos de Cuidados de Saúde , Hospitalização/economia , Hospitalização/estatística & dados numéricos , Deficiência Intelectual/economia , Adolescente , Criança , Pré-Escolar , Deficiências do Desenvolvimento/terapia , Feminino , Humanos , Lactente , Deficiência Intelectual/terapia , Iowa , Masculino , Massachusetts , New York , South CarolinaRESUMO
Many children with autism spectrum disorder (ASD) have problem behaviors that interfere with learning and social interaction. This randomized controlled trial compared treatment with functional communication training (FCT) to "treatment as usual" for young children with ASD (n = 38, ages 21-84 months). FCT was conducted by parents with training and real-time coaching provided by behavioral consultants using telehealth. FCT treatment via telehealth achieved a mean reduction in problem behavior of 98% compared to limited behavioral improvement in children receiving "treatment as usual" during a 12-week period. Social communication and task completion also improved. For children with ASD and moderate to severe behavior problems, parent-implemented FCT using telehealth significantly reduced problem behavior while ongoing interventions typically did not.
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Transtorno do Espectro Autista/psicologia , Transtorno do Espectro Autista/terapia , Comunicação , Tutoria/métodos , Comportamento Problema/psicologia , Telemedicina/métodos , Criança , Pré-Escolar , Feminino , Seguimentos , Humanos , Lactente , Masculino , Pais/educação , Listas de EsperaRESUMO
This project sought to identify Medicaid members with intellectual and developmental disabilities (IDD) in five states (Delaware, Iowa, Massachusetts, New York, and South Carolina) to develop a cohort for subsequent analyses of medical conditions and service utilization. We estimated that over 300,000 Medicaid members in these states had IDD. All members with diagnostic codes for IDD were identified and the three most frequent diagnoses were unspecified intellectual disability, autism or pervasive developmental disorder, and cerebral palsy. The percentage of Medicaid members with IDD ranged from 2.3% in New York to 4.2% in South Carolina. Identifying and characterizing people with IDD is a first step that could guide public health promotion efforts for this population.
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Paralisia Cerebral/epidemiologia , Transtornos Globais do Desenvolvimento Infantil/epidemiologia , Deficiências do Desenvolvimento/epidemiologia , Deficiência Intelectual/epidemiologia , Medicaid/estatística & dados numéricos , Adolescente , Adulto , Criança , Pré-Escolar , Delaware/epidemiologia , Humanos , Lactente , Iowa/epidemiologia , Massachusetts/epidemiologia , Pessoa de Meia-Idade , New York/epidemiologia , South Carolina/epidemiologia , Estados Unidos/epidemiologia , Adulto JovemRESUMO
OBJECTIVE: To determine whether challenging behavior in young children with autism and other developmental disabilities can be treated successfully at lower cost by using telehealth to train parents to implement applied behavior analysis (ABA). METHODS: We compared data on the outcomes and costs for implementing evidence-based ABA procedures to reduce problem behavior by using 3 service delivery models: in-home therapy, clinic-based telehealth, and home-based telehealth. Participants were 107 young children diagnosed with autism or other neurodevelopmental disorders, and data analysis focused on the 94 children who completed treatment. RESULTS: All 3 service delivery models demonstrated successful reduction of problem behavior by training parents to conduct functional analysis and functional communication training. The mean percentage reduction in problem behavior was >90% in all 3 groups after treatment, and treatment acceptability based on parent ratings was high for all groups. Total costs for implementing treatment were lowest for home telehealth, but both telehealth models were significantly less costly than in-home therapy. CONCLUSIONS: This research demonstrated that parents can use ABA procedures to successfully treat behavior problems associated with autism spectrum disorders regardless of whether treatment is directed by behavior consultants in person or via remote video coaching. Because ABA telehealth can achieve similar outcomes at lower cost compared with in-home therapy, geographic barriers to providing access to ABA for treating problem behavior can be minimized. These findings support the potential for using telehealth to provide research-based behavioral treatment to any family that has access to the Internet.
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Análise do Comportamento Aplicada/economia , Transtorno do Espectro Autista/terapia , Pais/educação , Telemedicina/economia , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise do Comportamento Aplicada/educação , Transtorno do Espectro Autista/economia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Comportamento ProblemaRESUMO
INTRODUCTION: Medicaid-enrolled children with autism spectrum disorder (ASD) encounter significant barriers to dental care. Iowa's I-Smile Program was implemented in 2006 to improve dental use for all children in Medicaid. This study compared dental home and preventive dental utilization rates for Medicaid-enrolled children by ASD status and within three time periods (pre-implementation, initial implementation, maturation) and determined I-Smile's longitudinal influence on ASD-related dental use disparities. METHODS: Data from 2002-2011 were analyzed for newly Medicaid-enrolled children aged 3-17 years (N=30,059); identified each child's ASD status; and assessed whether the child had a dental home or utilized preventive dental care. Log-linear regression models were used to generate rate ratios. Analyses were conducted in 2015. RESULTS: In 2003-2011, 9.8% of children with ASD had dental homes compared with 8% of children without ASD; 36.3% of children with ASD utilized preventive care compared to 45.7% of children without ASD. There were no significant differences in dental home rates by ASD status during pre-implementation, initial implementation, or maturation. There were no significant differences in preventive dental utilization by ASD status during pre-implementation or initial implementation, but children with ASD were significantly less likely to utilize preventive care during maturation (rate ratio=0.79, p<0.001). Longitudinal trends in dental home and preventive dental utilization rates were not significant (p=0.54 and p=0.71, respectively). CONCLUSIONS: Among newly Medicaid-enrolled children in Iowa's I-Smile Program, those with ASDs were not less likely than those without ASD to have dental homes but were significantly less likely to utilize preventive dental care.
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Transtorno Autístico/complicações , Assistência Odontológica para Crianças/estatística & dados numéricos , Assistência Odontológica/estatística & dados numéricos , Profilaxia Dentária/estatística & dados numéricos , Adolescente , Criança , Pré-Escolar , Assistência Odontológica Integral/estatística & dados numéricos , Feminino , Humanos , Iowa , Modelos Lineares , Estudos Longitudinais , Masculino , Medicaid , Estados UnidosRESUMO
The researchers in the project used telehealth to conduct functional analyses and functional communication training in homes of children diagnosed with autism who displayed problem behavior. Parents conducted all assessment and treatment procedures within their homes while receiving coaching from applied behavior analysts located approximately 200 miles away from them. In this article, the researchers summarize the technical systems they used to develop a telehealth service and the concerns and problems they have encountered using telehealth and provide some guidelines for how to troubleshoot those problems.
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BACKGROUND: Drug therapy problems, adverse drug events (ADEs), and symptom burden are high among adults with disabilities. OBJECTIVE: To compare the effects of a modified medication therapy management (MTM) program within a self-efficacy workshop versus the workshop alone or usual care on symptom burden among adults with activity limitations. METHODS: Three-group randomized controlled trial among adults (age 40 and older) with self-reported activity limitations in community practice. INTERVENTIONS: 8 weekly Living Well With a Disability (LWD) 2-hour workshop sessions with and without a collaborative medication management (CMM) module. PRIMARY OUTCOME: mean number of moderate to very severe symptoms from a list of 11 physical and mental symptoms. Process measures: changes in medication regimens and self-reported ADEs. ANALYSIS: general linear mixed models (continuous outcomes) and generalized estimating equations (categorical outcomes). RESULTS: Participants had high symptom burden, low physical health, and took many medications. There was a significant increase in ADE reporting in the LWD + CMM group relative to the other 2 groups (Study group × Time P = .014), and there were significantly more changes in medication regimens in the LWD + CMM group (P = .013 LWD only vs LWD + CMM). The oldest third of participants had significantly fewer mean symptoms but received more intense CMM. There was no difference between the LWD-only, LWD + CMM, and usual care groups in symptom burden over time. CONCLUSION: Pharmacist MTM practices and MTM guidelines may need to be modified to affect symptom burden in a population with physical activity limitations.
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Pessoas com Deficiência/educação , Conduta do Tratamento Medicamentoso/educação , Adulto , Idoso , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Farmacêuticos/organização & administração , AutorrelatoRESUMO
Behavior consultants conducted functional analyses (FAs) via telehealth with 20 young children with autism spectrum disorders between the ages of 29 and 80 months who displayed problem behavior and lived an average of 222 miles from the tertiary hospital that housed the behavior consultants. Participants' parents conducted all procedures during weekly telehealth consultations in regional clinics located an average of 15 miles from the participants' homes. Behavior consultants briefly trained parent assistants to provide on-site support for families during consultations. FAs completed within a multielement design identified environmental variables that maintained problem behavior for 18 of the 20 cases, and interrater agreement averaged over 90%. Results suggested that behavior analysts can conduct FAs effectively and efficiently via telehealth.
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Transtornos Globais do Desenvolvimento Infantil/psicologia , Transtornos Globais do Desenvolvimento Infantil/terapia , Consulta Remota , Telemedicina , Criança , Pré-Escolar , Feminino , Humanos , Lactente , Masculino , Pais/psicologiaRESUMO
Functional communication training (FCT) was conducted by parents of 17 young children with autism spectrum disorders who displayed problem behavior. All procedures were conducted at regional clinics located an average of 15 miles from the families' homes. Parents received coaching via telehealth from behavior consultants who were located an average of 222 miles from the regional clinics. Parents first conducted functional analyses with telehealth consultation (Wacker, Lee, et al., in press) and then conducted FCT that was matched to the identified function of problem behavior. Parent assistants located at the regional clinics received brief training in the procedures and supported the families during the clinic visits. FCT, conducted within a nonconcurrent multiple baseline design, reduced problem behavior by an average of 93.5%. Results suggested that FCT can be conducted by parents via telehealth when experienced applied behavior analysts provide consultation.
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BACKGROUND: People with disability experience a range of symptoms that may serve as an important linkage between disability and other health consequences. The aims of this study were to describe and compare symptom experiences of people with and without disability using a population-based sample and to test direct relationships between disability and health status and indirect effects of disability mediated through symptom experience. METHODS: A Midwestern sample of 12,249 adults aged 40 and older responded to a cross-sectional survey. Data collected included symptom prevalence and frequencies for 21 commonly reported symptoms, self-perceived health status and physical functioning, number of medications, and demographic variables. Two mediation analyses were conducted using cumulative symptom frequency as the mediator between disability status and both self-rated health and physical functioning. RESULTS: Adults with disability reported significantly greater prevalence and frequencies for all 21 symptoms, with pain and fatigue being the most common. The indirect effect through cumulative symptom frequency explained roughly half of the total effect of disability on general health status, and about one third of the total effect of disability on physical functioning. CONCLUSIONS: This study found evidence supporting the diverse and significant symptom experience of people living with disability, especially for symptoms of pain and fatigue. Moreover, symptom experience was found to partially mediate the effects of disability on self-reported general health status and physical functioning. This provides support for symptoms serving as an important link to health outcomes in patients with disability.
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Atividades Cotidianas , Pessoas com Deficiência , Fadiga/epidemiologia , Nível de Saúde , Saúde , Dor/epidemiologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos Transversais , Autoavaliação Diagnóstica , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Meio-Oeste dos Estados Unidos/epidemiologia , Percepção , Preparações Farmacêuticas , Prevalência , AutorrelatoRESUMO
OBJECTIVE: Preterm infants are frequently transfused with red blood cells based on standardized guidelines or clinical concerns that anemia taxes infants' physiological compensatory mechanisms and thereby threatens their health and well-being. The impact of various transfusion guidelines on long-term neurocognitive outcome is not known. The purpose of this study is to evaluate long-term neurocognitive outcome on children born prematurely and treated at birth with different transfusion guidelines. METHODS: Neurocognitive outcomes were examined at school age for 56 preterm infants randomly assigned to a liberal (n = 33) or restrictive (n = 23) transfusion strategy. Tests of intelligence, achievement, language, visual-spatial/motor, and memory skills were administered. Between-group differences were assessed. RESULTS: Those in the liberal transfusion group performed more poorly than those in the restrictive group on measures of associative verbal fluency, visual memory, and reading. CONCLUSIONS: Findings highlight possible long-term neurodevelopmental consequences of maintaining higher hematocrit levels.
Assuntos
Transfusão de Eritrócitos , Hematócrito/normas , Recém-Nascido Prematuro/psicologia , Adolescente , Análise de Variância , Criança , Desenvolvimento Infantil , Cognição , Escolaridade , Transfusão de Eritrócitos/psicologia , Feminino , Hematócrito/psicologia , Humanos , Recém-Nascido , Estudos Longitudinais , Masculino , Memória , Testes Neuropsicológicos , Guias de Prática Clínica como Assunto , Desempenho Psicomotor , Escalas de WechslerRESUMO
The purpose of this study was to determine dental utilization and type of dental services for Medicaid-enrolled adults who had been identified as having intellectual and developmental disabilities (IDD). Using Iowa claims data, the authors identified adults who met any of five IDD criteria for inclusion during calendar year 2005. Service utilization rates, including use of preventive dental, routine restorative, and complex restorative services, were determined. Approximately 60% of adults with IDD had at least one dental visit in 2005. Among adults with at least one dental visit, 83% received a preventive service, 31% a routine restorative service, and 16% a complex dental service. Those age 65 and older had fewer preventive dental services than other age groups. In Iowa, dental utilization for adults 22-64 years of age with IDD was reasonably high (64%) in 2005, but individuals over age 65 had lower utilization (45%).
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Serviços de Saúde Bucal/estatística & dados numéricos , Deficiências do Desenvolvimento , Medicaid , Adolescente , Adulto , Idoso , Feminino , Humanos , Iowa , Masculino , Pessoa de Meia-Idade , Estados Unidos , Adulto JovemRESUMO
OBJECTIVE: To assess the long-term outcome of brain structure in preterm infants, at an average age of 12 years, who received a red blood cell transfusion for anemia of prematurity. DESIGN: As neonates, this cohort of infants participated in a clinical trial in which they received red blood cell transfusions based on a high pretransfusion hematocrit threshold (liberal group) or a low hematocrit threshold (restricted group). These 2 preterm groups were compared with a group of full-term healthy control children. SETTING: Tertiary care hospital. PARTICIPANTS: Magnetic resonance imaging scans for 44 of the original 100 subjects were obtained. INTERVENTION: Liberal vs restricted transfusion. MAIN OUTCOME MEASURES: Intracranial volume, total brain tissue, total cerebrospinal fluid, cerebral cortex and cerebral white matter volume, subcortical nuclei volume, and cerebellum volume. RESULTS: Intracranial volume was substantially smaller in the liberal group compared with controls. Intracranial volume in the restricted group was not different from controls. Whole-cortex volume was not different in either preterm group compared with controls. Cerebral white matter was substantially reduced in both preterm groups, more so for the liberal group. The subcortical nuclei were substantially decreased in volume, equally so for both preterm groups compared with controls. When sex effects were evaluated, the girls in the liberal group had the most significant abnormalities. CONCLUSION: Red blood cell transfusions affected the long-term outcome of premature infants as indicated by reduced brain volumes at 12 years of age for neonates who received transfusions using liberal guidelines.
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Anemia Neonatal/terapia , Encéfalo/patologia , Desenvolvimento Infantil/fisiologia , Transfusão de Eritrócitos/métodos , Hematócrito/métodos , Recém-Nascido Prematuro , Fatores Etários , Anemia Neonatal/diagnóstico , Criança , Pré-Escolar , Transfusão de Eritrócitos/efeitos adversos , Feminino , Seguimentos , Humanos , Lactente , Recém-Nascido , Imageamento por Ressonância Magnética/métodos , Masculino , Valores de Referência , Medição de Risco , Fatores Sexuais , Fatores de TempoRESUMO
OBJECTIVE: By using behavioral outcome measures of children who were born preterm, we evaluated differences between children who were born at term and children who were born at extremely low (ELBW; <1000 g) and very low birth weights (VLBW; 1000-1499 g) and assessed the relationship of birth weight, socioeconomic status, and cognitive ability to behavioral outcome. METHODS: We studied a total of 104 children (aged 7-16 years). Of these, 49 had a preterm birth (31 of ELBW and 18 of VLBW). The remaining 55 were healthy control subjects. Children were administered tests of cognitive ability. Parents and teachers completed behavioral assessments. Multivariate analyses of covariance assessed differences between children who were born at term and those who were born of ELBW and of VLBW on behavioral measures. Hierarchical linear regressions were used to assess relationships among biological (birth weight), environmental (socioeconomic status), intellectual, and behavioral variables. RESULTS: Children who were born at term had fewer parent reports of hyperactivity/inattention and depression/anxiety symptoms than children of ELBW and VLBW. Teacher ratings were not significant between groups. Birth weight was consistently the strongest predictor of parent ratings of behavioral outcome, and intelligence level did not seem to mediate this relationship. CONCLUSIONS: Negative behavioral sequelae of preterm birth remain significant in middle childhood and adolescence, although the contribution of multiple factors to neurobehavioral outcome is complex. Research to assess these relationships, integrated with anatomic and functional neuroimaging, is needed to advance knowledge and improve outcomes for children who are born preterm.
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Transtornos do Comportamento Infantil/epidemiologia , Deficiências do Desenvolvimento/epidemiologia , Recém-Nascido de Peso Extremamente Baixo ao Nascer , Recém-Nascido de muito Baixo Peso , Adolescente , Criança , Transtornos do Comportamento Infantil/etiologia , Estudos de Coortes , Deficiências do Desenvolvimento/etiologia , Meio Ambiente , Feminino , Seguimentos , Humanos , Incidência , Recém-Nascido , Recém-Nascido Prematuro , Masculino , Análise Multivariada , Exame Neurológico , Testes Neuropsicológicos , Valor Preditivo dos Testes , Nascimento Prematuro , Probabilidade , Medição de Risco , Índice de Gravidade de Doença , Nascimento a Termo , Escalas de WechslerRESUMO
PRIMARY OBJECTIVE: To examine the relationship of child and family psychosocial variables and traumatic brain injury (TBI) severity as it relates to sustained attention (the Paediatric Assessment of Cognitive Efficiency, PACE). RESEARCH DESIGN: Forty-two children and adolescents were recruited and participated in a 2 year longitudinal study to evaluate sustained attention using the computerized testing metric, PACE. More specifically, errors of omission (inattention) and commission (impulsiveness) were measured. MAIN OUTCOMES AND RESULTS: Significant improvement on inattention and impulsiveness were observed over time. High pre-injury psychosocial adversity and low pre-injury adaptive functioning significantly predicted a greater number of inattention errors. Severity of injury predicted the reduction of impulsiveness. Moreover, omission errors immediately after TBI predicted later secondary attention-deficit/hyperactivity disorder (SADHD, ADHD that emerges after TBI). CONCLUSIONS: Based on these findings, it is important to consider pre-injury child and family psychosocial characteristics in addition to severity of injury when predicting outcome of TBI in children.
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Transtorno do Deficit de Atenção com Hiperatividade/etiologia , Atenção , Lesões Encefálicas/psicologia , Transtornos Cognitivos/etiologia , Adaptação Psicológica , Adolescente , Criança , Saúde da Família , Feminino , Seguimentos , Escala de Coma de Glasgow , Humanos , Comportamento Impulsivo , Masculino , Testes Neuropsicológicos , Estudos Prospectivos , Psicometria , Classe SocialRESUMO
OBJECTIVE: To examine academic achievement in children with diabetes and to identify predictors of achievement. RESEARCH DESIGN AND METHODS: Participants were 244 children, ages 8-18 years, with type 1 diabetes. Measures included school-administered standardized achievement tests (Iowa Tests of Basic Skills and Iowa Tests of Educational Development [ITBS/ITED]), grade point averages (GPAs), school absences, behavioral assessment, age at disease onset, hospitalizations, and HbA(1c). Statistical differences between subgroups of children were evaluated using t test and ANOVA, statistically controlling for socioeconomic status. Regression analyses were carried out to examine predictors of academic performance. RESULTS: Reading scores and GPA were lower for children with poor metabolic control than for children with average control. Children with hospitalizations for hyperglycemia had lower overall achievement scores than children with better metabolic control and fewer hospitalizations for hyperglycemia. The small group of children with tight metabolic control and hypoglycemic hospitalizations scored particularly low on the ITBS/ITED. Other variables had less clear relationships with academic achievement. Neither early onset of diabetes nor frequent school absence was associated with lower scores on the ITBS/ITED. Sex comparisons found that boys performed better than girls only in math. Socioeconomic status and parent ratings of behavior problems were significantly correlated with academic achievement, but medical variables added only slightly to predictive precision. CONCLUSIONS: For most children with diabetes, medical variables are not as strongly associated with academic achievement as are factors such as socioeconomic status and behavioral factors. Poor metabolic control and serious hypoglycemia, however, are a potential concern for a subset of these children.
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Logro , Diabetes Mellitus Tipo 1/psicologia , Aprendizagem , Adaptação Psicológica , Adolescente , Idade de Início , Glicemia , Criança , Estudos Transversais , Diabetes Mellitus Tipo 1/epidemiologia , Avaliação Educacional , Escolaridade , Feminino , Hospitalização/estatística & dados numéricos , Humanos , Hiperglicemia/epidemiologia , Hiperglicemia/psicologia , Masculino , Valor Preditivo dos Testes , Distribuição por SexoRESUMO
OBJECTIVE: Subtle neuropsychological deficits have been found in some children with type 1 diabetes. However, these data have been inconsistent, and it is not clear what the impact of these deficits might be on the learning of children with diabetes over time. The purpose of this study was to determine whether type 1 diabetes significantly interferes with the development of functional academic skills. It was hypothesized that 1) children with type 1 diabetes would demonstrate deficits in academic performance and behavior when compared with sibling or classmate control subjects and 2) that academic performance in children with type 1 diabetes would decline slightly but significantly over time whereas the performance of siblings or classmates would not. METHODS: Three groups of children from 5 pediatric diabetes clinics in a primarily rural Midwestern state participated in this study: children with type 1 diabetes (n = 244), a sibling control group (n = 110), and an anonymous matched classmate control group (n = 209). The mean age of the children with diabetes was 14.8 years (standard deviation: 3.2) and of the siblings was 14.6 years (3.2); the mean grades were 8.1 (2.9) for the children with diabetes and 7.9 (3.1) for the siblings. The Hollingshead 2-factor index revealed that the children were from primarily middle- to upper-middle-class families. The mean age of onset of diabetes for the children with diabetes was 8.3 years (3.7) with a mean disease duration of 7.1 years (3.9). Because the matched classmate data were obtained anonymously, demographic information was not available on this group. Academic achievement was measured using both standardized tests and data on classroom performance. The standardized test data included scores from the Iowa Tests of Basic Skills (ITBS) for grades 3 through 8 and the Iowa Tests of Educational Development (ITED) for grades 9 through 12. Scores in 3 broad academic areas that are obtained on children of all ages were examined: math, reading, and core total (a composite score of reading, language, and math). ITBS/ITED data were obtained on all participants. School data including the number of days absent, school years repeated, and grade point averages for math and reading were obtained on the children with diabetes and their siblings. A short, 50-item screening scale (PBS-50d), adapted from the longer 165 item Pediatric Behavior Scale (PBS), was completed by the parents to obtain information on the behavioral characteristics of the children with diabetes and their siblings. Diabetes variables measured included metabolic control (HbA1c), age at onset, and disease duration. This study looked at both the current academic performance of children with diabetes and their performance over time in relation to 2 control groups: siblings and matched classmates. A cross-sectional approach was used to evaluate current performance. Statistical differences between groups were evaluated using matched t tests or McNemar's test for differences between related samples as appropriate. Differences across time were evaluated using hierarchical linear modeling. Comparisons of ITBS/ITED test scores across grades used national percentile ranks that were converted to standard scores (SS) with a mean of 100 and a standard deviation of 15. Students in this study performed above the national average, which is typical of students in the state where this study was conducted. Data from participating clinics were compared, and no differences in current achievement scores, grade point averages, or socioeconomic status were noted for either children with diabetes or their siblings. Therefore, all subsequent analyses used data combined from all sites. RESULTS: Current academic performance on the ITBS/ITED did not show lower performance by children with diabetes compared with either control group; in fact, children with diabetes performed better than their siblings on math (mean SS: 115.0 vs 111.1) and core total scores (mean SS: 113.9 vs 110.5) and better than their matched classmates on reading (mean SS: 108.9 vs 106.8). When subgroup comparisons based on diabetes metabolic control were made among children with diabetes, poorer academic performance tended to occur in children with poorer diabetic control. However, this pattern was also noted in sibling scores when the siblings were grouped on the basis of the level of diabetic control of their brother or sister with diabetes. Children with diabetes had significantly more school absences (Mean = 7.3 per year) than their siblings (M = 5.3) and more behavioral problems. Behaviorally, the 2 groups did not differ on the 4 general factors of Aggression/Opposition, Hyperactivity/Inattention, Depression/Anxiety, and Physical Complaints. However, children with diabetes did differ significantly from their siblings on items that reflected compliance, mood variability, and fatigue, but not learning. These were 4 areas included in the PBS-50d to reflect potential concerns for children with diabetes. Academic achievement growth curves for the ITBS/ITED for each group revealed no statistically significant differences between groups when tested using hierarchical linear modeling. Individual differences in the growth trajectories were too small and inconsistent to be detected. CONCLUSIONS: For most children, type 1 diabetes is not associated with lower academic performance compared with either siblings or classmates, although increased behavioral concerns are reported by parents. The results of this study suggest that the subtle cognitive deficits often documented in children with type 1 diabetes may not significantly limit the functional academic abilities of these children over time. However, careful monitoring is still needed to ensure that episodes of hypoglycemia associated with seizures are not adversely affecting learning.