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Furnier SM, Gangnon R, Daniels JL, Ellis Weismer S, Nadler C, Pazol K, Reyes NM, Rosenberg S, Rubenstein E, Wiggins LD, Yeargin-Allsopp M, Durkin MS. Racial and ethnic disparities in the co-occurrence of intellectual disability and autism: Impact of incorporating measures of adaptive functioning. Autism Res 2024; 17:650-667. [PMID: 38415400 DOI: 10.1002/aur.3107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 01/27/2024] [Indexed: 02/29/2024]
Abstract
Intellectual disability (ID) commonly co-occurs in children with autism. Although diagnostic criteria for ID require impairments in both cognitive and adaptive functioning, most population-based estimates of the frequency of co-occurring ID in children with autism-including studies of racial and ethnic disparities in co-occurring autism and ID-base the definition of ID solely on cognitive scores. The goal of this analysis was to examine the effect of including both cognitive and adaptive behavior criteria on estimates of co-occurring ID in a well-characterized sample of 2- to 5-year-old children with autism. Participants included 3264 children with research or community diagnoses of autism enrolled in the population-based Study to Explore Early Development (SEED) phases 1-3. Based only on Mullen Scales of Early Learning (MSEL) composite cognitive scores, 62.9% (95% confidence interval [CI]: 61.1, 64.7%) of children with autism were estimated to have co-occurring ID. After incorporating Vineland Adaptive Behavior Scales, Second Edition (VABS-II) composite or domains criteria, co-occurring ID estimates were reduced to 38.0% (95% CI: 36.2, 39.8%) and 45.0% (95% CI: 43.1, 46.9%), respectively. The increased odds of meeting ID criteria observed for non-Hispanic (NH) Black and Hispanic children relative to NH White children when only MSEL criteria were used were substantially reduced, though not eliminated, after incorporating VABS-II criteria and adjusting for selected socioeconomic variables. This study provides evidence for the importance of considering adaptive behavior as well as socioeconomic disadvantage when describing racial and ethnic disparities in co-occurring ID in epidemiologic studies of autism.
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Affiliation(s)
- Sarah M Furnier
- Department of Population Health Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Waisman Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Ronald Gangnon
- Department of Population Health Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Julie L Daniels
- Department of Epidemiology, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Susan Ellis Weismer
- Waisman Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Communication Sciences and Disorders, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Cy Nadler
- Division of Developmental and Behavioral Health, Children's Mercy Kansas City, Kansas City, Missouri, USA
| | - Karen Pazol
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Nuri M Reyes
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Steven Rosenberg
- Department of Psychiatry, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Eric Rubenstein
- Department of Epidemiology, Boston University, Boston, Massachusetts, USA
| | - Lisa D Wiggins
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Maureen S Durkin
- Department of Population Health Sciences, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Waisman Center, University of Wisconsin-Madison, Madison, Wisconsin, USA
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Wiggins LD, Tian LH, Tinker SC, Yeargin-Allsopp M, DiGuiseppi CG, Nadler C, Powell PS, Moody EJ, Durkin MS, Fallin MD, Ryerson AB, Thierry JM, Robinson B, Pazol K. Remote Delivery of Allied and Behavioral Healthcare During COVID-19 for Children With Developmental Disabilities. JAACAP Open 2024; 2:36-44. [PMID: 38533351 PMCID: PMC10964929 DOI: 10.1016/j.jaacop.2023.08.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 03/28/2024]
Abstract
Objective Many children with autism spectrum disorder (ASD) and other developmental disabilities (DD) transitioned to telehealth services due to the COVID-19 pandemic. Our objectives were to describe reductions in allied and behavioral healthcare services and receipt of caregiver training to deliver services at home because of COVID-19 for children with ASD and other DD, and factors associated with worse response to remote delivery of services for children with ASD. Method Prior to the pandemic, children 2 to 5 years of age were enrolled in a multi-site case-control study and completed a developmental assessment. Caregivers completed questionnaires on child behavior problems and ASD symptoms. Children were classified as having ASD vs another DD based on standardized diagnostic measures. Subsequently, caregivers completed a survey during January to June 2021 to assess how COVID-19 affected children and families. Results Caregivers reported that most children with ASD and other DD had a decrease in service hours (50.0%-76.9% by service type) during the COVID-19 pandemic. Children with ASD were significantly more likely to experience reduced speech/language therapy than children with other DD. Receipt of caregiver training to deliver services at home ranged from 38.1% to 57.4% by service type. Among children with ASD, pre-pandemic problems with internalizing behaviors and social communication/interaction were associated with worse response to behavioral telehealth but no other common therapies. Conclusion Our study demonstrates the caregiver-reported impacts of COVID-19 on remote delivery of allied and behavioral healthcare services for children with ASD and other DD. Considerations for caregiver support and remote delivery of services are provided.
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Affiliation(s)
- Lisa D Wiggins
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Lin H Tian
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Sarah C Tinker
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Carolyn G DiGuiseppi
- School of Medicine, University of Colorado-Anschutz Medical Campus, Aurora, Colorado
| | - Cy Nadler
- Division of Developmental and Behavioral Health, Children's Mercy Kansas City, Kansas City, Missouri
| | - Patrick S Powell
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Eric J Moody
- Institute for Disabilities, University of Wyoming, Laramie, Wyoming
| | - Maureen S Durkin
- School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin
| | | | - A Blythe Ryerson
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - JoAnn M Thierry
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Britney Robinson
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Karen Pazol
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
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3
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Rattay K, Thierry JM, Yeargin-Allsopp M, Griffin-Blake S, Rice CE, Chatham-Stephens K, Remley K. Lessons learned: COVID-19 vaccinations and people with disabilities. Vaccine 2024:S0264-410X(24)00028-8. [PMID: 38267333 DOI: 10.1016/j.vaccine.2024.01.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 12/19/2023] [Accepted: 01/08/2024] [Indexed: 01/26/2024]
Abstract
This manuscript is being submitted as a Commentary; Abstract not applicable.
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Affiliation(s)
- Karyl Rattay
- National Center on Birth Defects and Developmental Disabilities, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - JoAnn M Thierry
- National Center on Birth Defects and Developmental Disabilities, US Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Shannon Griffin-Blake
- Office of Health Equity, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Catherine E Rice
- National Center on Birth Defects and Developmental Disabilities, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Kevin Chatham-Stephens
- National Center on Birth Defects and Developmental Disabilities, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Karen Remley
- National Center on Birth Defects and Developmental Disabilities, US Centers for Disease Control and Prevention, Atlanta, GA, USA
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Pazol K, Tian LH, DiGuiseppi C, Durkin MS, Fallin MD, Moody EJ, Nadler C, Powell PS, Reyes N, Robinson B, Ryerson AB, Thierry JM, Tinker SC, Wiggins LD, Yeargin-Allsopp M. Health and Education Services During the COVID-19 Pandemic Among Young Children with Autism Spectrum Disorder and Other Developmental Disabilities. J Dev Behav Pediatr 2024; 45:e31-e38. [PMID: 38364085 PMCID: PMC10963045 DOI: 10.1097/dbp.0000000000001227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 08/29/2023] [Indexed: 02/18/2024]
Abstract
OBJECTIVE Understanding how the COVID-19 pandemic affected children with disabilities is essential for future public health emergencies. We compared children with autism spectrum disorder (ASD) with those with another developmental disability (DD) and from the general population (POP) regarding (1) missed or delayed appointments for regular health/dental services, immunizations, and specialty services; (2) reasons for difficulty accessing care; and (3) use of remote learning and school supports. METHOD Caregivers of children previously enrolled in the Study to Explore Early Development, a case-control study of children with ASD implemented during 2017 to 2020, were recontacted during January-June 2021 to learn about services during March-December 2020. Children were classified as ASD, DD, or POP during the initial study and were aged 3.4 to 7.5 years when their caregivers were recontacted during the pandemic. RESULTS Over half of all children missed or delayed regular health/dental appointments (58.4%-65.2%). More children in the ASD versus DD and POP groups missed or delayed specialty services (75.7%, 58.3%, and 22.8%, respectively) and reported difficulties obtaining care of any type because of issues using telehealth and difficulty wearing a mask. During school closures, a smaller proportion of children with ASD versus another DD were offered live online classes (84.3% vs 91.1%), while a larger proportion had disrupted individualized education programs (50.0% vs 36.2%). CONCLUSION Minimizing service disruptions for all children and ensuring continuity of specialty care for children with ASD is essential for future public health emergencies. Children may need additional services to compensate for disruptions during the pandemic.
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Affiliation(s)
- Karen Pazol
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Lin H. Tian
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Carolyn DiGuiseppi
- Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO
| | | | | | - Eric J. Moody
- University of Wyoming Institute for Disabilities, Laramie, WY
| | - Cy Nadler
- Children’s Mercy Kansas City, Kansas City, MO
| | - Patrick S. Powell
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Nuri Reyes
- Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Britney Robinson
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | | | - JoAnn M. Thierry
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Sarah C. Tinker
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Lisa D. Wiggins
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
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Hollis ND, Zhou T, Rice CE, Yeargin-Allsopp M, Cree RA, Singleton JA, Santibanez TA, Ryerson AB. Inequities in COVID-19 vaccination coverage for adolescents with and without disability, national immunization Survey-Child COVID module, July 22, 2021-February 26, 2022. Disabil Health J 2023; 16:101509. [PMID: 37558552 PMCID: PMC10961908 DOI: 10.1016/j.dhjo.2023.101509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 06/16/2023] [Accepted: 07/12/2023] [Indexed: 08/11/2023]
Abstract
BACKGROUND Some people with disabilities are likely at increased risk of health impacts from coronavirus disease 2019 (COVID-19). OBJECTIVE To describe parent-reported COVID-19 vaccination status of adolescents (aged 13-17 years) and parental intent to get their child vaccinated, among adolescents with versus without disability. METHODS National Immunization Survey-Child COVID Module data from interviews conducted July 22, 2021-February 26, 2022, were analyzed to assess disability status and type and COVID-19 vaccination status for adolescents (n = 12,445). Prevalence estimates with 95% confidence intervals were calculated; T-tests were conducted. RESULTS A lower percentage of adolescents with disability received ≥1 dose of COVID-19 vaccine compared to adolescents without disability (52.5% vs. 58.6%), [those with cognition (50.8%) or not performing errands independently (49.5%) disabilities were significantly lower]; and a higher percentage of parents reported intent to definitely vaccinate (9.9% vs. 6.5%) and definitely not vaccinate (14.9% vs. 11.8%) their adolescent. Among the unvaccinated adolescents, parents of those with disability were more likely to report difficulty getting their child vaccinated (19.1% vs. 12.9%), inconvenient vaccination-site operating hours (7.6% vs. 3.9%), difficulty knowing where to get their child vaccinated (7.2% vs. 2.7%), and difficulty getting to vaccination sites (6.0% vs. 3.0%), than parents of those without disability. CONCLUSIONS Adolescents with disability had lower vaccination coverage compared to adolescents without disability. Parents of adolescents with disability reported higher intent to get their adolescents vaccinated, but among unvaccinated adolescents with disability, parents reported greater difficulty in accessing COVID-19 vaccines. Findings highlight the need for prioritized outreach to increase COVID-19 vaccination for this population.
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Affiliation(s)
- NaTasha D Hollis
- Division of Human Development and Disability, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA; Commissioned Corps, U.S. Public Health Service, Atlanta, GA, USA.
| | - Tianyi Zhou
- Immunization Services Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA; Leidos, Inc. Atlanta, GA, USA
| | - Catherine E Rice
- Division of Human Development and Disability, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Marshalyn Yeargin-Allsopp
- Division of Human Development and Disability, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Robyn A Cree
- Division of Human Development and Disability, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - James A Singleton
- Immunization Services Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Tammy A Santibanez
- Immunization Services Division, National Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - A Blythe Ryerson
- Division of Human Development and Disability, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
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Spencer P, Timpe Z, Verlenden J, Rasberry CN, Moore S, Yeargin-Allsopp M, Claussen AH, Lee S, Murray C, Tripathi T, Conklin S, Iachan R, McConnell L, Deng X, Pampati S. Challenges experienced by U.S. K-12 public schools in serving students with special education needs or underlying health conditions during the COVID-19 pandemic and strategies for improved accessibility. Disabil Health J 2022; 16:101428. [PMID: 36610820 PMCID: PMC9741764 DOI: 10.1016/j.dhjo.2022.101428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Revised: 11/29/2022] [Accepted: 12/06/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND Students with special education needs or underlying health conditions have been disproportionately impacted (e.g., by reduced access to services) throughout the COVID-19 pandemic. OBJECTIVE This study describes challenges reported by schools in providing services and supports to students with special education needs or underlying health conditions and describes schools' use of accessible communication strategies for COVID-19 prevention. METHODS This study analyzes survey data from a nationally representative sample of U.S. K-12 public schools (n = 420, February-March 2022). Weighted prevalence estimates of challenges in serving students with special education needs or underlying health conditions and use of accessible communication strategies are presented. Differences by school locale (city/suburb vs. town/rural) are examined using chi-square tests. RESULTS The two most frequently reported school-based challenges were staff shortages (51.3%) and student compliance with prevention strategies (32.4%), and the two most frequently reported home-based challenges were the lack of learning partners at home (25.5%) and lack of digital literacy among students' families (21.4%). A minority of schools reported using accessible communications strategies for COVID-19 prevention efforts, such as low-literacy materials (7.3%) and transcripts that accompany podcasts or videos (6.7%). Town/rural schools were more likely to report non-existent or insufficient access to the internet at home and less likely to report use of certain accessible communication than city/suburb schools. CONCLUSION Schools might need additional supports to address challenges in serving students with special education needs or with underlying health conditions and improve use of accessible communication strategies for COVID-19 and other infectious disease prevention.
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Affiliation(s)
| | | | - Jorge Verlenden
- CDC Division of Adolescent and School Health, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, USA
| | - Catherine N Rasberry
- CDC Division of Adolescent and School Health, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, USA
| | | | - Marshalyn Yeargin-Allsopp
- CDC Division of Human Development and Disability, National Center on Birth Defects and Developmental Disabilities, USA
| | - Angelika H Claussen
- CDC Division of Human Development and Disability, National Center on Birth Defects and Developmental Disabilities, USA
| | - Sarah Lee
- CDC Division of Population Health, National Center for Chronic Disease Prevention and Health Promotion, USA
| | | | | | | | | | | | | | - Sanjana Pampati
- CDC Division of Adolescent and School Health, National Center for HIV, Viral Hepatitis, STD, and TB Prevention, USA
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Yuan Y, Thierry JM, Bull-Otterson L, Yeargin-Allsopp M, Clark KEN, Rice C, Ritchey M, Ryerson AB. COVID-19 Cases and Hospitalizations Among Medicare Beneficiaries With and Without Disabilities - United States, January 1, 2020-November 20, 2021. MMWR Morb Mortal Wkly Rep 2022; 71:791-796. [PMID: 35709015 DOI: 10.15585/mmwr.mm7124a3] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Approximately 27% of adults in the United States live with a disability,* some of whom qualify for Medicare benefits. Persons with disabilities are at increased risk for severe COVID-19-associated outcomes compared with the general population (1); however, existing studies have limited generalizability† or only pertain to a specific disability (e.g., intellectual) (2). Older age is also associated with COVID-19-associated hospitalization and death, but the extent to which age might contribute to increased risk for severe COVID-19-associated outcomes among persons with disabilities is unknown (3). To describe the impact of COVID-19 on persons with disabilities and whether and how age contributes to disease rates, CDC assessed COVID-19 cases and hospitalizations during January 2020-November 2021, among Centers for Medicare & Medicaid Services (CMS) Medicare beneficiaries aged ≥18 years who were either eligible because of a disability (disability-eligible§) or only eligible because of age ≥65 years (age-eligible). COVID-19 incidence and hospitalization rates were higher in the disability-eligible group (10,978 and 3,148 per 100,000 population, respectively) throughout the study period compared with the age-eligible group (8,102 and 2,129 per 100,000 population, respectively). Both COVID-19 incidence and hospitalization rates increased with age in both disability- and age-eligible beneficiaries. American Indian or Alaska Native (AI/AN) persons had the highest disability-eligible (4,962 per 100,000) and age-eligible (5,024 per 100,000) hospitalization rates. Among all other racial and ethnic groups, hospitalization rates were higher among disability-eligible than among age-eligible patients. COVID-19 incidence and hospitalization rates among disability-eligible Medicare beneficiaries were disproportionally higher than rates among age-eligible beneficiaries. Collection of disability status as a core demographic variable in public health surveillance data and identification, as well as the addition of disability questions in other existing data sources can guide research and development of interventions for persons with disabilities. Efforts to increase access to and use of COVID-19 prevention and treatment strategies, including activities that support equitable vaccine access regardless of the substantial challenges that older adults and persons with disability face, are critical to reducing severe COVID-19-associated outcomes among these groups.
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Verlenden JV, Zablotsky B, Yeargin-Allsopp M, Peacock G. Healthcare Access and Utilization for Young Adults With Disability: U.S., 2014-2018. J Adolesc Health 2022; 70:241-248. [PMID: 34663536 PMCID: PMC10569149 DOI: 10.1016/j.jadohealth.2021.08.023] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Revised: 08/20/2021] [Accepted: 08/25/2021] [Indexed: 12/01/2022]
Abstract
PURPOSE Young adults with disability experience barriers to healthcare access and are at risk for not receiving needed services as they transition from pediatric to adult health systems. This study examined patterns of healthcare utilization for young adults with disability and potential barriers to receipt of care. METHODS Data from the 2014 to 2018 National Health Interview Survey were analyzed to examine differences in service utilization, unmet need, care satisfaction, and financial worry between young adults (18-30 years) with and without disability (unweighted n = 15,710). Odds ratios were adjusted for individual, family, and interview characteristics. RESULTS Compared to those without disability, young adults with disability were more likely to have had an emergency room visit in the past year (39.2% vs. 19.5%). They were also more likely to have a usual source of care when sick (82.2% vs. 75%). Among young adults who affirmed they had a usual place of care, those with disability were more likely to use the emergency room as their usual place of care (5.3% vs. 1.8%). A greater percentage of young adults with disability delayed medical care due to cost (19.1% vs. 8.9%) and reported an unmet medical need (21% vs. 10.2%). CONCLUSIONS Findings highlight gaps in healthcare access for young adults with disability. Differences in healthcare utilization patterns for young adults with disability and factors that may negatively influence health outcomes for this population were found. Further research focused on the continuity of healthcare services in this age group through the healthcare transition period may provide additional insight into these discrepancies.
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Affiliation(s)
- Jorge V Verlenden
- Division of Human Development and Disability, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia; Division of Adolescent and School Health, National Center for HIV/AIDS, Viral Hepatitis, STD and TB Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia.
| | - Benjamin Zablotsky
- National Center for Health Statistics, Centers for Disease Control and Prevention, Hyattsville, Maryland
| | - Marshalyn Yeargin-Allsopp
- Division of Human Development and Disability, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Georgina Peacock
- Division of Human Development and Disability, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
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Patrick ME, Shaw KA, Dietz PM, Baio J, Yeargin-Allsopp M, Bilder DA, Kirby RS, Hall-Lande JA, Harrington RA, Lee LC, Lopez MLC, Daniels J, Maenner MJ. Prevalence of intellectual disability among eight-year-old children from selected communities in the United States, 2014. Disabil Health J 2021; 14:101023. [PMID: 33272883 PMCID: PMC10962268 DOI: 10.1016/j.dhjo.2020.101023] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2020] [Revised: 10/08/2020] [Accepted: 11/10/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Children with intellectual disability (ID), characterized by impairments in intellectual functioning and adaptive behavior, benefit from early identification and access to services. Previous U.S. estimates used administrative data or parent report with limited information for demographic subgroups. OBJECTIVE Using empiric measures we examined ID characteristics among 8-year-old children and estimated prevalence by sex, race/ethnicity, geographic area and socioeconomic status (SES) area indicators. METHODS We analyzed data for 8-year-old children in 9 geographic areas participating in the 2014 Autism and Developmental Disabilities Monitoring Network. Children with ID were identified through record review of IQ test data. Census and American Community Survey data were used to estimate the denominator. RESULTS Overall, 11.8 per 1,000 (1.2%) had ID (IQ ≤ 70), of whom 39% (n = 998) also had autism spectrum disorder. Among children with ID, 1,823 had adaptive behavior test scores for which 64% were characterized as impaired. ID prevalence per 1,000 was 15.8 (95% confidence interval [95% CI], 15.0-16.5) among males and 7.7 (95% CI, 7.2-8.2) among females. ID prevalence was 17.7 (95% CI, 16.6-18.9) among children who were non-Hispanic black; 12.0 (95% CI, 11.1-13.0), among Hispanic; 8.6 (95% CI, 7.1-10.4), among non-Hispanic Asian; and 8.0 (95% CI, 7.5-8.6), among non-Hispanic white. Prevalence varied across geographic areas and was inversely associated with SES. CONCLUSIONS ID prevalence varied substantively among racial, ethnic, geographic, and SES groups. Results can inform strategies to enhance identification and improve access to services particularly for children who are minorities or living in areas with lower SES.
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Affiliation(s)
- Mary E Patrick
- Centers for Disease Control and Prevention, Atlanta, GA, USA.
| | - Kelly A Shaw
- Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | - Jon Baio
- Centers for Disease Control and Prevention, Atlanta, GA, USA
| | | | | | | | | | | | - Li-Ching Lee
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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10
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Grosse SD, Ji X, Nichols P, Zuvekas SH, Rice CE, Yeargin-Allsopp M. Spending on Young Children With Autism Spectrum Disorder in Employer-Sponsored Plans, 2011-2017. Psychiatr Serv 2021; 72:16-22. [PMID: 33076792 PMCID: PMC7879423 DOI: 10.1176/appi.ps.202000099] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
OBJECTIVE Rapid increases in the prevalence of autism spectrum disorder (ASD) and increased access to intensive behavioral interventions have likely increased health care spending. This study estimated recent changes in spending among privately insured children with and without current ASD. METHODS A repeated cross-sections analysis of 2011-2017 claims data from large-employer-sponsored health plans assessed changes in annual expenditures by service type for children ages 3-7 enrolled for ≥1 year and with two or more claims with ASD billing codes within a calendar year and for all other children. RESULTS Mean spending per child with a current-year ASD diagnosis increased by 51% in 2017 U.S. dollars, from roughly $13,000 in 2011 to $20,000 in 2017. Among children who did not meet the current-year ASD case definition, per-child spending increased by 8%. Spending on children with ASD accounted for 41% of spending growth for children ages 3-7 during 2011-2017. Outpatient behavioral intervention-related spending per child with ASD increased by 376%, from $1,746 in 2011 to $8,317 in 2017; spending on all other services increased by 2%. Their share of behavioral intervention-related spending increased from 13.2% in 2011 to 41.7% in 2017. In 2011, 2.5% of children with current-year ASD diagnoses incurred ≥$20,000 in outpatient behavioral intervention-related spending, which increased to 14.4% in 2017. CONCLUSIONS During 2011-2017, spending increased six times as much for privately insured children ages 3-7 with current-year ASD as for children without ASD, largely from increased behavioral intervention-related spending. One in seven children received at least $20,000 in services in 2017.
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Affiliation(s)
- Scott D Grosse
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta (Grosse, Nichols, Yeargin-Allsopp); Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta (Ji); Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland (Zuvekas); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Rice). This work was performed when Dr. Ji was a Prevention Effectiveness Fellow at the CDC
| | - Xu Ji
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta (Grosse, Nichols, Yeargin-Allsopp); Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta (Ji); Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland (Zuvekas); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Rice). This work was performed when Dr. Ji was a Prevention Effectiveness Fellow at the CDC
| | - Phyllis Nichols
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta (Grosse, Nichols, Yeargin-Allsopp); Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta (Ji); Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland (Zuvekas); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Rice). This work was performed when Dr. Ji was a Prevention Effectiveness Fellow at the CDC
| | - Samuel H Zuvekas
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta (Grosse, Nichols, Yeargin-Allsopp); Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta (Ji); Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland (Zuvekas); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Rice). This work was performed when Dr. Ji was a Prevention Effectiveness Fellow at the CDC
| | - Catherine E Rice
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta (Grosse, Nichols, Yeargin-Allsopp); Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta (Ji); Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland (Zuvekas); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Rice). This work was performed when Dr. Ji was a Prevention Effectiveness Fellow at the CDC
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta (Grosse, Nichols, Yeargin-Allsopp); Department of Pediatrics, Emory University School of Medicine and Children's Healthcare of Atlanta, Atlanta (Ji); Center for Financing, Access and Cost Trends, Agency for Healthcare Research and Quality, Rockville, Maryland (Zuvekas); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Rice). This work was performed when Dr. Ji was a Prevention Effectiveness Fellow at the CDC
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11
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Wiggins LD, Rubenstein E, Daniels J, DiGuiseppi C, Yeargin-Allsopp M, Schieve LA, Tian LH, Sabourin K, Moody E, Pinto-Martin J, Reyes N, Levy SE. A Phenotype of Childhood Autism Is Associated with Preexisting Maternal Anxiety and Depression. J Abnorm Child Psychol 2020; 47:731-740. [PMID: 30128718 DOI: 10.1007/s10802-018-0469-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
This study explored whether ASD phenotypes in the child were associated with a history of anxiety or depression in the mother. We hypothesized that an ASD profile in children characterized by mild delays and increased rates of dysregulation would be associated with preexisting maternal anxiety or depression. Participants were 672 preschool children with ASD and their mothers. Children were classified as ASD after a comprehensive developmental evaluation. Mothers reported whether a healthcare provider ever diagnosed them with anxiety or depression before the birth of their child. Four child ASD phenotypes were derived from latent class analysis: Mild Language Delay with Cognitive Rigidity (Type 1), Significant Developmental Delay with Repetitive Motor Behaviors (Type 2), General Developmental Delay (Type 3), and Mild Language and Motor Delay with Dysregulation (i.e., aggression, anxiety, depression, emotional reactivity, inattention, somatic complaints, and sleep problems) (Type 4). Type 2 ASD served as the referent category in statistical analyses. Results showed that 22.6% of mothers reported a diagnosis of anxiety or depression before the birth of their child. Maternal anxiety or depression was associated with 2.7 times the odds (95% confidence interval: 1.4, 5.3) of Type 4 or Dysregulated ASD in the child; maternal anxiety and depression was associated with 4.4 times the odds (95% confidence interval: 1.4, 14.0) of Type 4 or Dysregulated ASD in the child. Our findings suggest an association between Dysregulated ASD in the child and anxiety and depression in the mother. These findings can enhance screening methods and inform future research efforts.
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Affiliation(s)
- Lisa D Wiggins
- NCBDDD, Centers for Disease Control and Prevention, 4770 Buford Highway MS E-86, Atlanta, GA, 30341, USA.
| | | | | | | | - Marshalyn Yeargin-Allsopp
- NCBDDD, Centers for Disease Control and Prevention, 4770 Buford Highway MS E-86, Atlanta, GA, 30341, USA
| | - Laura A Schieve
- NCBDDD, Centers for Disease Control and Prevention, 4770 Buford Highway MS E-86, Atlanta, GA, 30341, USA
| | - Lin H Tian
- NCBDDD, Centers for Disease Control and Prevention, 4770 Buford Highway MS E-86, Atlanta, GA, 30341, USA
| | | | - Eric Moody
- University of Colorado-Anschutz Medical Campus, Aurora, CO, USA
| | | | - Nuri Reyes
- University of Colorado-Anschutz Medical Campus, Aurora, CO, USA
| | - Susan E Levy
- Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA
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12
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Tian LH, Wiggins LD, Schieve LA, Yeargin-Allsopp M, Dietz P, Aylsworth AS, Elias ER, Hoover-Fong JE, Meeks NJL, Souders MC, Tsai ACH, Zackai EH, Alexander AA, Dowling NF, Shapira SK. Mapping the Relationship between Dysmorphology and Cognitive, Behavioral, and Developmental Outcomes in Children with Autism Spectrum Disorder. Autism Res 2020; 13:1227-1238. [PMID: 32567802 DOI: 10.1002/aur.2314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 04/09/2020] [Accepted: 04/14/2020] [Indexed: 11/06/2022]
Abstract
Previous studies investigating the association between dysmorphology and cognitive, behavioral, and developmental outcomes among individuals with autism spectrum disorder (ASD) have been limited by the binary classification of dysmorphology and lack of comparison groups. We assessed the association using a continuous measure of dysmorphology severity (DS) in preschool children aged 2-5 years (322 with ASD and intellectual disability [ID], 188 with ASD without ID, and 371 without ASD from the general population [POP]). In bivariate analyses, an inverse association between DS and expressive language, receptive language, fine motor, and visual reception skills was observed in children with ASD and ID. An inverse association of DS with fine motor and visual reception skills, but not expressive language and receptive language, was found in children with ASD without ID. No associations were observed in POP children. These results persisted after exclusion of children with known genetic syndromes or major morphologic anomalies. Quantile regression models showed that the inverse relationships remained significant after adjustment for sex, race/ethnicity, maternal education, family income, study site, and preterm birth. DS was not associated with autistic traits or autism symptom severity, behaviors, or regression among children with ASD with or without ID. Thus, DS was associated with a global impairment of cognitive functioning in children with ASD and ID, but only with fine motor and visual reception deficits in children with ASD without ID. A better understanding is needed for mechanisms that explain the association between DS and cognitive impairment in children with different disorders. Autism Res 2020, 13: 1227-1238. © 2020 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY: We examined whether having more dysmorphic features (DFs) was related to developmental problems among children with autism spectrum disorder (ASD) with or without intellectual disability (ID), and children without ASD from the general population (POP). Children with ASD and ID had more language, movement, and learning issues as the number of DFs increased. Children with ASD without ID had more movement and learning issues as the number of DFs increased. These relationships were not observed in the POP group. Implications are discussed.
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Affiliation(s)
- Lin H Tian
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Lisa D Wiggins
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Laura A Schieve
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Patricia Dietz
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Arthur S Aylsworth
- Department of Pediatrics and Genetics, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Ellen R Elias
- Department of Pediatrics and Genetics, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Julie E Hoover-Fong
- McKusick-Nathans Institute of Genetic Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Naomi J L Meeks
- Department of Pediatrics and Genetics, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Margaret C Souders
- Clinical Genetics Center, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Anne C-H Tsai
- Department of Pediatrics and Genetics, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Elaine H Zackai
- Clinical Genetics Center, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Aimee A Alexander
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Nicole F Dowling
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
| | - Stuart K Shapira
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, USA
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13
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Wiggins LD, Durkin M, Esler A, Lee LC, Zahorodny W, Rice C, Yeargin-Allsopp M, Dowling NF, Hall-Lande J, Morrier MJ, Christensen D, Shenouda J, Baio J. Disparities in Documented Diagnoses of Autism Spectrum Disorder Based on Demographic, Individual, and Service Factors. Autism Res 2020; 13:464-473. [PMID: 31868321 PMCID: PMC7521364 DOI: 10.1002/aur.2255] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 11/27/2019] [Accepted: 12/03/2019] [Indexed: 01/23/2023]
Abstract
The objectives of our study were to (a) report how many children met an autism spectrum disorder (ASD) surveillance definition but had no clinical diagnosis of ASD in health or education records and (b) evaluate differences in demographic, individual, and service factors between children with and without a documented ASD diagnosis. ASD surveillance was conducted in selected areas of Arizona, Arkansas, Colorado, Georgia, Maryland, Minnesota, Missouri, New Jersey, North Carolina, Tennessee, and Wisconsin. Children were defined as having ASD if sufficient social and behavioral deficits and/or an ASD diagnosis were noted in health and/or education records. Among 4,498 children, 1,135 (25%) had ASD indicators without having an ASD diagnosis. Of those 1,135 children without a documented ASD diagnosis, 628 (55%) were not known to receive ASD services in public school. Factors associated with not having a clinical diagnosis of ASD were non-White race, no intellectual disability, older age at first developmental concern, older age at first developmental evaluation, special education eligibility other than ASD, and need for fewer supports. These results highlight the importance of reducing disparities in the diagnosis of children with ASD characteristics so that appropriate interventions can be promoted across communities. Autism Res 2020, 13: 464-473. © 2019 International Society for AutismResearch,Wiley Periodicals, Inc. LAY SUMMARY: Children who did not have a clinical diagnosis of autism spectrum disorder (ASD) documented in health or education records were more likely to be non-White and have fewer developmental problems than children with a clinical diagnosis of ASD. They were brought to the attention of healthcare providers at older ages and needed fewer supports than children with a clinical diagnosis of ASD. All children with ASD symptoms who meet diagnostic criteria should be given a clinical diagnosis so they can receive treatment specific to their needs.
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Affiliation(s)
- Lisa D Wiggins
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Maureen Durkin
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin, Madison, Wisconsin
| | - Amy Esler
- Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
| | - Li-Ching Lee
- Department of Epidemiology, Bloomberg School of Public Health, John Hopkins University, Baltimore, Maryland
| | - Walter Zahorodny
- Department of Pediatrics, Rutgers New Jersey Medical School, Newark, New Jersey
| | - Catherine Rice
- Department of Psychiatry, Early Emory Center for Child Development and Enrichment, Emory University, Atlanta, Georgia
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Nicole F Dowling
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Jennifer Hall-Lande
- Institute on Community Integration, University of Minnesota, Minneapolis, Minnesota
| | - Michael J Morrier
- Department of Psychiatry, Early Emory Center for Child Development and Enrichment, Emory University, Atlanta, Georgia
| | - Deborah Christensen
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Josephine Shenouda
- Department of Pediatrics, Rutgers New Jersey Medical School, Newark, New Jersey
| | - Jon Baio
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
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14
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Croen LA, Qian Y, Ashwood P, Zerbo O, Schendel D, Pinto-Martin J, Daniele Fallin M, Levy S, Schieve LA, Yeargin-Allsopp M, Sabourin KR, Ames JL. Infection and Fever in Pregnancy and Autism Spectrum Disorders: Findings from the Study to Explore Early Development. Autism Res 2019; 12:1551-1561. [PMID: 31317667 DOI: 10.1002/aur.2175] [Citation(s) in RCA: 48] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 06/26/2019] [Accepted: 06/27/2019] [Indexed: 01/08/2023]
Abstract
Maternal infection and fever during pregnancy have been implicated in the etiology of autism spectrum disorder (ASD); however, studies have not been able to separate the effects of fever itself from the impact of a specific infectious organism on the developing brain. We utilized data from the Study to Explore Early Development (SEED), a case-control study among 2- to 5-year-old children born between 2003 and 2006 in the United States, to explore a possible association between maternal infection and fever during pregnancy and risk of ASD and other developmental disorders (DDs). Three groups of children were included: children with ASD (N = 606) and children with DDs (N = 856), ascertained from clinical and educational sources, and children from the general population (N = 796), randomly sampled from state birth records. Information about infection and fever during pregnancy was obtained from a telephone interview with the mother shortly after study enrollment and maternal prenatal and labor/delivery medical records. ASD and DD status was determined by an in-person standardized developmental assessment of the child at 3-5 years of age. After adjustment for covariates, maternal infection anytime during pregnancy was not associated with ASD or DDs. However, second trimester infection accompanied by fever elevated risk for ASD approximately twofold (aOR = 2.19, 95% confidence interval 1.14-4.23). These findings of an association between maternal infection with fever in the second trimester and increased risk of ASD in the offspring suggest that the inflammatory response to the infectious agent may be etiologically relevant. Autism Res 2019, 12: 1551-1561. © 2019 International Society for Autism Research, Wiley Periodicals, Inc. LAY SUMMARY: Using data from a large multisite study in the United States-the Study to Explore Early Development-we found that women who had an infection during the second trimester of pregnancy accompanied by a fever are more likely to have children with ASD. These findings suggest the possibility that only more severe infections accompanied by a robust inflammatory response increase the risk of ASD.
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Affiliation(s)
- Lisa A Croen
- Division of Research, Kaiser Permanente, Oakland, California
| | - Yinge Qian
- Division of Research, Kaiser Permanente, Oakland, California
| | - Paul Ashwood
- Department of Medical Microbiology and Immunology, University of California, Davis, California
| | - Ousseny Zerbo
- Division of Research, Kaiser Permanente, Oakland, California
| | - Diana Schendel
- Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH; National Centre for Register-Based Research, Aarhus University, Aarhus, Denmark.,Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | | | | | - Susan Levy
- Department of Developmental and Behavioral Pediatrics, Philadelphia, Pennsylvania, USA
| | - Laura A Schieve
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Katherine R Sabourin
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado
| | - Jennifer L Ames
- Division of Research, Kaiser Permanente, Oakland, California
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15
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Affiliation(s)
- Daniel M Pastula
- Neuro-Infectious Diseases Group, Division of Infectious Diseases, Department of Neurology, University of Colorado Denver, Aurora3Epilepsy Program, Division of Population Health, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Marshalyn Yeargin-Allsopp
- Division of Congenital and Developmental Disorders, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Rosemarie Kobau
- Epilepsy Program, Division of Population Health, Centers for Disease Control and Prevention, Atlanta, Georgia
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16
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McGuire DO, Tian LH, Yeargin-Allsopp M, Dowling NF, Christensen DL. Prevalence of cerebral palsy, intellectual disability, hearing loss, and blindness, National Health Interview Survey, 2009-2016. Disabil Health J 2019; 12:443-451. [PMID: 30713095 DOI: 10.1016/j.dhjo.2019.01.005] [Citation(s) in RCA: 67] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Revised: 12/07/2018] [Accepted: 01/06/2019] [Indexed: 11/17/2022]
Abstract
BACKGROUND Developmental disabilities are present in a significant proportion of US children. Surveillance of developmental disabilities is crucial for monitoring population trends, guiding research into risk factors, and informing resource allocation. OBJECTIVE/HYPOTHESIS We examined overall prevalence, prevalence by demographic characteristics, and trends over time for cerebral palsy (CP), intellectual disability (ID), moderate to severe hearing loss (MSHL), and blindness. METHODS Data from the 2009-2016 National Health Interview Survey (NHIS) were analyzed for children 3-17 years of age. Question wording was consistent over time except for ID, which changed in 2011 to replace the term "mental retardation." Demographic differences and linear trends (over three time periods) were assessed by Chi-square tests and Wald-F tests. RESULTS Prevalence estimates per 1000 children ages 3-17 years for CP, ID, MSHL, and blindness were 3.2 (95% CI: 2.7, 3.7), 11.1 (95% CI: 10.2, 12.1), 6.4 (95% CI: 5.6, 7.2), and 1.6 (95% CI: 1.3, 2.0), respectively. Disability prevalence was higher for children with low birthweight and from families of lower parental education, income ≤200% of federal poverty level, and public insurance. Older children had higher ID prevalence; boys had significantly higher CP and ID prevalences. Only ID demonstrated a significantly increased trend over time (p = 0.0002). CONCLUSIONS We provide nationally representative prevalence estimates for four developmental disabilities; recent estimates are comparable to those from records-based studies. Prevalences were stable except for ID, which increased after 2010, coincident with the questionnaire change. A substantial number of US children continue to have these disabilities and service needs.
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Affiliation(s)
- Dana Olzenak McGuire
- Developmental Disabilities Branch, Division of Congenital and Developmental Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE, MS E-86, Atlanta, GA, 30341, USA.
| | - Lin H Tian
- Developmental Disabilities Branch, Division of Congenital and Developmental Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE, MS E-86, Atlanta, GA, 30341, USA.
| | - Marshalyn Yeargin-Allsopp
- Division of Congenital and Developmental Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE, MS E-86, Atlanta, GA, 30341, USA.
| | - Nicole F Dowling
- Developmental Disabilities Branch, Division of Congenital and Developmental Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE, MS E-86, Atlanta, GA, 30341, USA.
| | - Deborah L Christensen
- Developmental Disabilities Branch, Division of Congenital and Developmental Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 4770 Buford Highway NE, MS E-86, Atlanta, GA, 30341, USA.
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Christensen DL, Braun KVN, Baio J, Bilder D, Charles J, Constantino JN, Daniels J, Durkin MS, Fitzgerald RT, Kurzius-Spencer M, Lee LC, Pettygrove S, Robinson C, Schulz E, Wells C, Wingate MS, Zahorodny W, Yeargin-Allsopp M. Prevalence and Characteristics of Autism Spectrum Disorder Among Children Aged 8 Years - Autism and Developmental Disabilities Monitoring Network, 11 Sites, United States, 2012. MMWR Surveill Summ 2018; 65:1-23. [PMID: 30439868 PMCID: PMC6237390 DOI: 10.15585/mmwr.ss6513a1] [Citation(s) in RCA: 235] [Impact Index Per Article: 39.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Problem/Condition Autism spectrum disorder (ASD). Period Covered 2012. Description of System The Autism and Developmental Disabilities Monitoring (ADDM) Network is an active surveillance system that provides estimates of the prevalence and characteristics of ASD among children aged 8 years whose parents or guardians reside in 11 ADDM Network sites in the United States (Arkansas, Arizona, Colorado, Georgia, Maryland, Missouri, New Jersey, North Carolina, South Carolina, Utah, and Wisconsin). Surveillance to determine ASD case status is conducted in two phases. The first phase consists of screening and abstracting comprehensive evaluations performed by professional service providers in the community. Data sources identified for record review are categorized as either 1) education source type, including developmental evaluations to determine eligibility for special education services or 2) health care source type, including diagnostic and developmental evaluations. The second phase involves the review of all abstracted evaluations by trained clinicians to determine ASD surveillance case status. A child meets the surveillance case definition for ASD if one or more comprehensive evaluations of that child completed by a qualified professional describes behaviors that are consistent with the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Text Revision diagnostic criteria for any of the following conditions: autistic disorder, pervasive developmental disorder–not otherwise specified (including atypical autism), or Asperger disorder. This report provides ASD prevalence estimates for children aged 8 years living in catchment areas of the ADDM Network sites in 2012, overall and stratified by sex, race/ethnicity, and the type of source records (education and health records versus health records only). In addition, this report describes the proportion of children with ASD with a score consistent with intellectual disability on a standardized intellectual ability test, the age at which the earliest known comprehensive evaluation was performed, the proportion of children with a previous ASD diagnosis, the specific type of ASD diagnosis, and any special education eligibility classification. Results For 2012, the combined estimated prevalence of ASD among the 11 ADDM Network sites was 14.5 per 1,000 (one in 69) children aged 8 years. Estimated prevalence was significantly higher among boys aged 8 years (23.4 per 1,000) than among girls aged 8 years (5.2 per 1,000). Estimated ASD prevalence was significantly higher among non-Hispanic white children aged 8 years (15.3 per 1,000) compared with non-Hispanic black children (13.1 per 1,000), and Hispanic (10.2 per 1,000) children aged 8 years. Estimated prevalence varied widely among the 11 ADDM Network sites, ranging from 8.2 per 1,000 children aged 8 years (in the area of the Maryland site where only health care records were reviewed) to 24.6 per 1,000 children aged 8 years (in New Jersey, where both education and health care records were reviewed). Estimated prevalence was higher in surveillance sites where education records and health records were reviewed compared with sites where health records only were reviewed (17.1 per 1,000 and 10.4 per 1,000 children aged 8 years, respectively; p<0.05). Among children identified with ASD by the ADDM Network, 82% had a previous ASD diagnosis or educational classification; this did not vary by sex or between non-Hispanic white and non-Hispanic black children. A lower percentage of Hispanic children (78%) had a previous ASD diagnosis or classification compared with non-Hispanic white children (82%) and with non-Hispanic black children (84%). The median age at earliest known comprehensive evaluation was 40 months, and 43% of children had received an earliest known comprehensive evaluation by age 36 months. The percentage of children with an earliest known comprehensive evaluation by age 36 months was similar for boys and girls, but was higher for non-Hispanic white children (45%) compared with non-Hispanic black children (40%) and Hispanic children (39%). Interpretation Overall estimated ASD prevalence was 14.5 per 1,000 children aged 8 years in the ADDM Network sites in 2012. The higher estimated prevalence among sites that reviewed both education and health records suggests the role of special education systems in providing comprehensive evaluations and services to children with developmental disabilities. Disparities by race/ethnicity in estimated ASD prevalence, particularly for Hispanic children, as well as disparities in the age of earliest comprehensive evaluation and presence of a previous ASD diagnosis or classification, suggest that access to treatment and services might be lacking or delayed for some children. Public Health Action The ADDM Network will continue to monitor the prevalence and characteristics of ASD among children aged 8 years living in selected sites across the United States. Recommendations from the ADDM Network include enhancing strategies to 1) lower the age of first evaluation of ASD by community providers in accordance with the Healthy People 2020 goal that children with ASD are evaluated by age 36 months and begin receiving community-based support and services by age 48 months; 2) reduce disparities by race/ethnicity in identified ASD prevalence, the age of first comprehensive evaluation, and presence of a previous ASD diagnosis or classification; and 3) assess the effect on ASD prevalence of the revised ASD diagnostic criteria published in the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition.
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Affiliation(s)
- Deborah L Christensen
- Division of Congenital and Developmental Disorders, National Center on Birth Defects and Developmental Disabilities, CDC
| | - Kim Van Naarden Braun
- Division of Congenital and Developmental Disorders, National Center on Birth Defects and Developmental Disabilities, CDC
| | - Jon Baio
- Division of Congenital and Developmental Disorders, National Center on Birth Defects and Developmental Disabilities, CDC
| | | | - Jane Charles
- Medical University of South Carolina, Charleston
| | | | | | | | | | | | | | | | | | - Eldon Schulz
- University of Arkansas for Medical Sciences, Little Rock
| | - Chris Wells
- Colorado Department of Public Health and Environment, Denver
| | | | | | - Marshalyn Yeargin-Allsopp
- Division of Congenital and Developmental Disorders, National Center on Birth Defects and Developmental Disabilities, CDC
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Abstract
Socioeconomic status (SES) is an important risk factor for many neurological disorders and a determinant of health outcomes and quality of life, especially for individuals with neurologic disorders and developmental disabilities. This article focuses on the relationship between SES and pediatric epilepsy, cerebral palsy, autism spectrum disorder, and intellectual disability. Disparities in the prevalence and long-term impact of SES on functioning in persons with disabilities are observed worldwide. Clinicians can use the information presented in the article to target early identification and interventions for improving outcomes in populations most at risk for these disorders and for poor health, social, and economic outcomes.
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Affiliation(s)
- Maureen S Durkin
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin - Madison, Madison, Wisconsin
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia.
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Rice ME, Galang RR, Roth NM, Ellington SR, Moore CA, Valencia-Prado M, Ellis EM, Tufa AJ, Taulung LA, Alfred JM, Pérez-Padilla J, Delgado-López CA, Zaki SR, Reagan-Steiner S, Bhatnagar J, Nahabedian JF, Reynolds MR, Yeargin-Allsopp M, Viens LJ, Olson SM, Jones AM, Baez-Santiago MA, Oppong-Twene P, VanMaldeghem K, Simon EL, Moore JT, Polen KD, Hillman B, Ropeti R, Nieves-Ferrer L, Marcano-Huertas M, Masao CA, Anzures EJ, Hansen RL, Pérez-Gonzalez SI, Espinet-Crespo CP, Luciano-Román M, Shapiro-Mendoza CK, Gilboa SM, Honein MA. Vital Signs: Zika-Associated Birth Defects and Neurodevelopmental Abnormalities Possibly Associated with Congenital Zika Virus Infection - U.S. Territories and Freely Associated States, 2018. MMWR Morb Mortal Wkly Rep 2018; 67:858-867. [PMID: 30091967 PMCID: PMC6089332 DOI: 10.15585/mmwr.mm6731e1] [Citation(s) in RCA: 136] [Impact Index Per Article: 22.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
INTRODUCTION Zika virus infection during pregnancy causes serious birth defects and might be associated with neurodevelopmental abnormalities in children. Early identification of and intervention for neurodevelopmental problems can improve cognitive, social, and behavioral functioning. METHODS Pregnancies with laboratory evidence of confirmed or possible Zika virus infection and infants resulting from these pregnancies are included in the U.S. Zika Pregnancy and Infant Registry (USZPIR) and followed through active surveillance methods. This report includes data on children aged ≥1 year born in U.S. territories and freely associated states. Receipt of reported follow-up care was assessed, and data were reviewed to identify Zika-associated birth defects and neurodevelopmental abnormalities possibly associated with congenital Zika virus infection. RESULTS Among 1,450 children of mothers with laboratory evidence of confirmed or possible Zika virus infection during pregnancy and with reported follow-up care, 76% had developmental screening or evaluation, 60% had postnatal neuroimaging, 48% had automated auditory brainstem response-based hearing screen or evaluation, and 36% had an ophthalmologic evaluation. Among evaluated children, 6% had at least one Zika-associated birth defect identified, 9% had at least one neurodevelopmental abnormality possibly associated with congenital Zika virus infection identified, and 1% had both. CONCLUSION One in seven evaluated children had a Zika-associated birth defect, a neurodevelopmental abnormality possibly associated with congenital Zika virus infection, or both reported to the USZPIR. Given that most children did not have evidence of all recommended evaluations, additional anomalies might not have been identified. Careful monitoring and evaluation of children born to mothers with evidence of Zika virus infection during pregnancy is essential for ensuring early detection of possible disabilities and early referral to intervention services.
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Baio J, Wiggins L, Christensen DL, Maenner MJ, Daniels J, Warren Z, Kurzius-Spencer M, Zahorodny W, Robinson Rosenberg C, White T, Durkin MS, Imm P, Nikolaou L, Yeargin-Allsopp M, Lee LC, Harrington R, Lopez M, Fitzgerald RT, Hewitt A, Pettygrove S, Constantino JN, Vehorn A, Shenouda J, Hall-Lande J, Van Naarden Braun K, Dowling NF. Prevalence of Autism Spectrum Disorder Among Children Aged 8 Years - Autism and Developmental Disabilities Monitoring Network, 11 Sites, United States, 2014. MMWR Surveill Summ 2018; 67:1-23. [PMID: 29701730 PMCID: PMC5919599 DOI: 10.15585/mmwr.ss6706a1] [Citation(s) in RCA: 1941] [Impact Index Per Article: 323.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/13/2023]
Abstract
PROBLEM/CONDITION Autism spectrum disorder (ASD). PERIOD COVERED 2014. DESCRIPTION OF SYSTEM The Autism and Developmental Disabilities Monitoring (ADDM) Network is an active surveillance system that provides estimates of the prevalence of autism spectrum disorder (ASD) among children aged 8 years whose parents or guardians reside within 11 ADDM sites in the United States (Arizona, Arkansas, Colorado, Georgia, Maryland, Minnesota, Missouri, New Jersey, North Carolina, Tennessee, and Wisconsin). ADDM surveillance is conducted in two phases. The first phase involves review and abstraction of comprehensive evaluations that were completed by professional service providers in the community. Staff completing record review and abstraction receive extensive training and supervision and are evaluated according to strict reliability standards to certify effective initial training, identify ongoing training needs, and ensure adherence to the prescribed methodology. Record review and abstraction occurs in a variety of data sources ranging from general pediatric health clinics to specialized programs serving children with developmental disabilities. In addition, most of the ADDM sites also review records for children who have received special education services in public schools. In the second phase of the study, all abstracted information is reviewed systematically by experienced clinicians to determine ASD case status. A child is considered to meet the surveillance case definition for ASD if he or she displays behaviors, as described on one or more comprehensive evaluations completed by community-based professional providers, consistent with the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition, Text Revision (DSM-IV-TR) diagnostic criteria for autistic disorder; pervasive developmental disorder-not otherwise specified (PDD-NOS, including atypical autism); or Asperger disorder. This report provides updated ASD prevalence estimates for children aged 8 years during the 2014 surveillance year, on the basis of DSM-IV-TR criteria, and describes characteristics of the population of children with ASD. In 2013, the American Psychiatric Association published the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5), which made considerable changes to ASD diagnostic criteria. The change in ASD diagnostic criteria might influence ADDM ASD prevalence estimates; therefore, most (85%) of the records used to determine prevalence estimates based on DSM-IV-TR criteria underwent additional review under a newly operationalized surveillance case definition for ASD consistent with the DSM-5 diagnostic criteria. Children meeting this new surveillance case definition could qualify on the basis of one or both of the following criteria, as documented in abstracted comprehensive evaluations: 1) behaviors consistent with the DSM-5 diagnostic features; and/or 2) an ASD diagnosis, whether based on DSM-IV-TR or DSM-5 diagnostic criteria. Stratified comparisons of the number of children meeting either of these two case definitions also are reported. RESULTS For 2014, the overall prevalence of ASD among the 11 ADDM sites was 16.8 per 1,000 (one in 59) children aged 8 years. Overall ASD prevalence estimates varied among sites, from 13.1-29.3 per 1,000 children aged 8 years. ASD prevalence estimates also varied by sex and race/ethnicity. Males were four times more likely than females to be identified with ASD. Prevalence estimates were higher for non-Hispanic white (henceforth, white) children compared with non-Hispanic black (henceforth, black) children, and both groups were more likely to be identified with ASD compared with Hispanic children. Among the nine sites with sufficient data on intellectual ability, 31% of children with ASD were classified in the range of intellectual disability (intelligence quotient [IQ] <70), 25% were in the borderline range (IQ 71-85), and 44% had IQ scores in the average to above average range (i.e., IQ >85). The distribution of intellectual ability varied by sex and race/ethnicity. Although mention of developmental concerns by age 36 months was documented for 85% of children with ASD, only 42% had a comprehensive evaluation on record by age 36 months. The median age of earliest known ASD diagnosis was 52 months and did not differ significantly by sex or race/ethnicity. For the targeted comparison of DSM-IV-TR and DSM-5 results, the number and characteristics of children meeting the newly operationalized DSM-5 case definition for ASD were similar to those meeting the DSM-IV-TR case definition, with DSM-IV-TR case counts exceeding DSM-5 counts by less than 5% and approximately 86% overlap between the two case definitions (kappa = 0.85). INTERPRETATION Findings from the ADDM Network, on the basis of 2014 data reported from 11 sites, provide updated population-based estimates of the prevalence of ASD among children aged 8 years in multiple communities in the United States. The overall ASD prevalence estimate of 16.8 per 1,000 children aged 8 years in 2014 is higher than previously reported estimates from the ADDM Network. Because the ADDM sites do not provide a representative sample of the entire United States, the combined prevalence estimates presented in this report cannot be generalized to all children aged 8 years in the United States. Consistent with reports from previous ADDM surveillance years, findings from 2014 were marked by variation in ASD prevalence when stratified by geographic area, sex, and level of intellectual ability. Differences in prevalence estimates between black and white children have diminished in most sites, but remained notable for Hispanic children. For 2014, results from application of the DSM-IV-TR and DSM-5 case definitions were similar, overall and when stratified by sex, race/ethnicity, DSM-IV-TR diagnostic subtype, or level of intellectual ability. PUBLIC HEALTH ACTION Beginning with surveillance year 2016, the DSM-5 case definition will serve as the basis for ADDM estimates of ASD prevalence in future surveillance reports. Although the DSM-IV-TR case definition will eventually be phased out, it will be applied in a limited geographic area to offer additional data for comparison. Future analyses will examine trends in the continued use of DSM-IV-TR diagnoses, such as autistic disorder, PDD-NOS, and Asperger disorder in health and education records, documentation of symptoms consistent with DSM-5 terminology, and how these trends might influence estimates of ASD prevalence over time. The latest findings from the ADDM Network provide evidence that the prevalence of ASD is higher than previously reported estimates and continues to vary among certain racial/ethnic groups and communities. With prevalence of ASD ranging from 13.1 to 29.3 per 1,000 children aged 8 years in different communities throughout the United States, the need for behavioral, educational, residential, and occupational services remains high, as does the need for increased research on both genetic and nongenetic risk factors for ASD.
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Pessoa A, van der Linden V, Yeargin-Allsopp M, Carvalho MDCG, Ribeiro EM, Van Naarden Braun K, Durkin MS, Pastula DM, Moore JT, Moore CA. Motor Abnormalities and Epilepsy in Infants and Children With Evidence of Congenital Zika Virus Infection. Pediatrics 2018; 141:S167-S179. [PMID: 29437050 DOI: 10.1542/peds.2017-2038f] [Citation(s) in RCA: 78] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/03/2017] [Indexed: 11/24/2022] Open
Abstract
Initial reports of congenital Zika virus (ZIKV) infection focused on microcephaly at birth with severe brain anomalies; the phenotype has broadened to include microcephaly that develops after birth and neurodevelopmental sequelae. In this narrative review, we summarize medical literature describing motor abnormalities and epilepsy in infants with evidence of congenital ZIKV infection and provide information on the impact of these conditions. Specific scenarios are used to illustrate the complex clinical course in infants with abnormalities that are consistent with congenital Zika syndrome. A search of the English-language medical literature was done to identify motor abnormalities and epilepsy in infants with evidence of congenital ZIKV infection by using Medline and PubMed, Embase, Scientific Electronic Library Online, Scopus, the OpenGrey Repository, and the Grey Literature Report in Public Health. Search terms included "Zika" only and "Zika" in combination with any of the following terms: "epilepsy," "seizure," "motor," and "cerebral palsy." Clinical features of motor abnormalities and epilepsy in these children were reviewed. Thirty-six publications were identified; 8 were selected for further review. Among infants with clinical findings that are consistent with congenital Zika syndrome, 54% had epilepsy and 100% had motor abnormalities. In these infants, impairments that are consistent with diagnoses of cerebral palsy and epilepsy occur frequently. Pyramidal and extrapyramidal motor abnormalities were notable for their early development and co-occurrence. Prompt identification of potential disabilities enables early intervention to improve the quality of life for affected children. Long-term studies of developmental outcomes and interventions in children with congenital ZIKV infection are needed.
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Affiliation(s)
- André Pessoa
- Hospital Infantil Albert Sabin, Fortaleza, Brazil.,Department of Pediatrics and Neurology, Universidade Estadual do Ceará, Fortaleza, Brazil
| | - Vanessa van der Linden
- Association for Assistance of Disabled Children, Recife, Brazil.,Hospital Barāo de Lucena, Recife, Brazil
| | | | | | | | | | - Maureen S Durkin
- Department of Population Health Sciences, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, Wisconsin; and
| | - Daniel M Pastula
- Departments of Neurology, Medicine (Infectious Diseases), and Epidemiology, University of Colorado, Denver, Colorado
| | - Jazmyn T Moore
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Cynthia A Moore
- Centers for Disease Control and Prevention, Atlanta, Georgia
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22
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Durkin MS, Maenner MJ, Baio J, Christensen D, Daniels J, Fitzgerald R, Imm P, Lee LC, Schieve LA, Van Naarden Braun K, Wingate MS, Yeargin-Allsopp M. Autism Spectrum Disorder Among US Children (2002-2010): Socioeconomic, Racial, and Ethnic Disparities. Am J Public Health 2017; 107:1818-1826. [PMID: 28933930 PMCID: PMC5637670 DOI: 10.2105/ajph.2017.304032] [Citation(s) in RCA: 158] [Impact Index Per Article: 22.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/16/2017] [Indexed: 12/27/2022]
Abstract
OBJECTIVES To describe the association between indicators of socioeconomic status (SES) and the prevalence of autism spectrum disorder (ASD) in the United States during the period 2002 to 2010, when overall ASD prevalence among children more than doubled, and to determine whether SES disparities account for ongoing racial and ethnic disparities in ASD prevalence. METHODS We computed ASD prevalence and 95% confidence intervals (CIs) from population-based surveillance, census, and survey data. We defined SES categories by using area-level education, income, and poverty indicators. We ascertained ASD in 13 396 of 1 308 641 8-year-old children under surveillance. RESULTS The prevalence of ASD increased with increasing SES during each surveillance year among White, Black, and Hispanic children. The prevalence difference between high- and low-SES groups was relatively constant over time (3.9/1000 [95% CI = 3.3, 4.5] in 2002 and 4.1/1000 [95% CI = 3.6, 4.6] in the period 2006-2010). Significant racial/ethnic differences in ASD prevalence remained after stratification by SES. CONCLUSIONS A positive SES gradient in ASD prevalence according to US surveillance data prevailed between 2002 and 2010, and racial and ethnic disparities in prevalence persisted during this time among low-SES children.
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Affiliation(s)
- Maureen S Durkin
- Maureen S. Durkin is with the Department of Population Health Sciences of the University of Wisconsin School of Medicine and Public Health and the Waisman Center of the University of Wisconsin-Madison. Matthew J. Maenner, Jon Baio, Deborah Christensen, Laura A. Schieve, Kim Van Naarden Braun, and Marshalyn Yeargin-Allsopp are with the National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA. Julie Daniels is with the Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill. Robert Fitzgerald is with the Department of Psychiatry, Washington University, St Louis, MO. Pamela Imm is with the Waisman Center of the University of Wisconsin-Madison. Li-Ching Lee is with the Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD. Martha S. Wingate is with the Department of Health Care Organization and Policy, University of Alabama at Birmingham School of Public Health
| | - Matthew J Maenner
- Maureen S. Durkin is with the Department of Population Health Sciences of the University of Wisconsin School of Medicine and Public Health and the Waisman Center of the University of Wisconsin-Madison. Matthew J. Maenner, Jon Baio, Deborah Christensen, Laura A. Schieve, Kim Van Naarden Braun, and Marshalyn Yeargin-Allsopp are with the National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA. Julie Daniels is with the Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill. Robert Fitzgerald is with the Department of Psychiatry, Washington University, St Louis, MO. Pamela Imm is with the Waisman Center of the University of Wisconsin-Madison. Li-Ching Lee is with the Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD. Martha S. Wingate is with the Department of Health Care Organization and Policy, University of Alabama at Birmingham School of Public Health
| | - Jon Baio
- Maureen S. Durkin is with the Department of Population Health Sciences of the University of Wisconsin School of Medicine and Public Health and the Waisman Center of the University of Wisconsin-Madison. Matthew J. Maenner, Jon Baio, Deborah Christensen, Laura A. Schieve, Kim Van Naarden Braun, and Marshalyn Yeargin-Allsopp are with the National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA. Julie Daniels is with the Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill. Robert Fitzgerald is with the Department of Psychiatry, Washington University, St Louis, MO. Pamela Imm is with the Waisman Center of the University of Wisconsin-Madison. Li-Ching Lee is with the Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD. Martha S. Wingate is with the Department of Health Care Organization and Policy, University of Alabama at Birmingham School of Public Health
| | - Deborah Christensen
- Maureen S. Durkin is with the Department of Population Health Sciences of the University of Wisconsin School of Medicine and Public Health and the Waisman Center of the University of Wisconsin-Madison. Matthew J. Maenner, Jon Baio, Deborah Christensen, Laura A. Schieve, Kim Van Naarden Braun, and Marshalyn Yeargin-Allsopp are with the National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA. Julie Daniels is with the Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill. Robert Fitzgerald is with the Department of Psychiatry, Washington University, St Louis, MO. Pamela Imm is with the Waisman Center of the University of Wisconsin-Madison. Li-Ching Lee is with the Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD. Martha S. Wingate is with the Department of Health Care Organization and Policy, University of Alabama at Birmingham School of Public Health
| | - Julie Daniels
- Maureen S. Durkin is with the Department of Population Health Sciences of the University of Wisconsin School of Medicine and Public Health and the Waisman Center of the University of Wisconsin-Madison. Matthew J. Maenner, Jon Baio, Deborah Christensen, Laura A. Schieve, Kim Van Naarden Braun, and Marshalyn Yeargin-Allsopp are with the National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA. Julie Daniels is with the Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill. Robert Fitzgerald is with the Department of Psychiatry, Washington University, St Louis, MO. Pamela Imm is with the Waisman Center of the University of Wisconsin-Madison. Li-Ching Lee is with the Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD. Martha S. Wingate is with the Department of Health Care Organization and Policy, University of Alabama at Birmingham School of Public Health
| | - Robert Fitzgerald
- Maureen S. Durkin is with the Department of Population Health Sciences of the University of Wisconsin School of Medicine and Public Health and the Waisman Center of the University of Wisconsin-Madison. Matthew J. Maenner, Jon Baio, Deborah Christensen, Laura A. Schieve, Kim Van Naarden Braun, and Marshalyn Yeargin-Allsopp are with the National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA. Julie Daniels is with the Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill. Robert Fitzgerald is with the Department of Psychiatry, Washington University, St Louis, MO. Pamela Imm is with the Waisman Center of the University of Wisconsin-Madison. Li-Ching Lee is with the Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD. Martha S. Wingate is with the Department of Health Care Organization and Policy, University of Alabama at Birmingham School of Public Health
| | - Pamela Imm
- Maureen S. Durkin is with the Department of Population Health Sciences of the University of Wisconsin School of Medicine and Public Health and the Waisman Center of the University of Wisconsin-Madison. Matthew J. Maenner, Jon Baio, Deborah Christensen, Laura A. Schieve, Kim Van Naarden Braun, and Marshalyn Yeargin-Allsopp are with the National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA. Julie Daniels is with the Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill. Robert Fitzgerald is with the Department of Psychiatry, Washington University, St Louis, MO. Pamela Imm is with the Waisman Center of the University of Wisconsin-Madison. Li-Ching Lee is with the Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD. Martha S. Wingate is with the Department of Health Care Organization and Policy, University of Alabama at Birmingham School of Public Health
| | - Li-Ching Lee
- Maureen S. Durkin is with the Department of Population Health Sciences of the University of Wisconsin School of Medicine and Public Health and the Waisman Center of the University of Wisconsin-Madison. Matthew J. Maenner, Jon Baio, Deborah Christensen, Laura A. Schieve, Kim Van Naarden Braun, and Marshalyn Yeargin-Allsopp are with the National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA. Julie Daniels is with the Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill. Robert Fitzgerald is with the Department of Psychiatry, Washington University, St Louis, MO. Pamela Imm is with the Waisman Center of the University of Wisconsin-Madison. Li-Ching Lee is with the Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD. Martha S. Wingate is with the Department of Health Care Organization and Policy, University of Alabama at Birmingham School of Public Health
| | - Laura A Schieve
- Maureen S. Durkin is with the Department of Population Health Sciences of the University of Wisconsin School of Medicine and Public Health and the Waisman Center of the University of Wisconsin-Madison. Matthew J. Maenner, Jon Baio, Deborah Christensen, Laura A. Schieve, Kim Van Naarden Braun, and Marshalyn Yeargin-Allsopp are with the National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA. Julie Daniels is with the Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill. Robert Fitzgerald is with the Department of Psychiatry, Washington University, St Louis, MO. Pamela Imm is with the Waisman Center of the University of Wisconsin-Madison. Li-Ching Lee is with the Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD. Martha S. Wingate is with the Department of Health Care Organization and Policy, University of Alabama at Birmingham School of Public Health
| | - Kim Van Naarden Braun
- Maureen S. Durkin is with the Department of Population Health Sciences of the University of Wisconsin School of Medicine and Public Health and the Waisman Center of the University of Wisconsin-Madison. Matthew J. Maenner, Jon Baio, Deborah Christensen, Laura A. Schieve, Kim Van Naarden Braun, and Marshalyn Yeargin-Allsopp are with the National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA. Julie Daniels is with the Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill. Robert Fitzgerald is with the Department of Psychiatry, Washington University, St Louis, MO. Pamela Imm is with the Waisman Center of the University of Wisconsin-Madison. Li-Ching Lee is with the Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD. Martha S. Wingate is with the Department of Health Care Organization and Policy, University of Alabama at Birmingham School of Public Health
| | - Martha S Wingate
- Maureen S. Durkin is with the Department of Population Health Sciences of the University of Wisconsin School of Medicine and Public Health and the Waisman Center of the University of Wisconsin-Madison. Matthew J. Maenner, Jon Baio, Deborah Christensen, Laura A. Schieve, Kim Van Naarden Braun, and Marshalyn Yeargin-Allsopp are with the National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA. Julie Daniels is with the Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill. Robert Fitzgerald is with the Department of Psychiatry, Washington University, St Louis, MO. Pamela Imm is with the Waisman Center of the University of Wisconsin-Madison. Li-Ching Lee is with the Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD. Martha S. Wingate is with the Department of Health Care Organization and Policy, University of Alabama at Birmingham School of Public Health
| | - Marshalyn Yeargin-Allsopp
- Maureen S. Durkin is with the Department of Population Health Sciences of the University of Wisconsin School of Medicine and Public Health and the Waisman Center of the University of Wisconsin-Madison. Matthew J. Maenner, Jon Baio, Deborah Christensen, Laura A. Schieve, Kim Van Naarden Braun, and Marshalyn Yeargin-Allsopp are with the National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA. Julie Daniels is with the Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill. Robert Fitzgerald is with the Department of Psychiatry, Washington University, St Louis, MO. Pamela Imm is with the Waisman Center of the University of Wisconsin-Madison. Li-Ching Lee is with the Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD. Martha S. Wingate is with the Department of Health Care Organization and Policy, University of Alabama at Birmingham School of Public Health
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Fairthorne J, de Klerk N, Leonard HM, Schieve LA, Yeargin-Allsopp M. Maternal Race-Ethnicity, Immigrant Status, Country of Birth, and the Odds of a Child With Autism. Child Neurol Open 2017; 4:2329048X16688125. [PMID: 28503625 PMCID: PMC5417283 DOI: 10.1177/2329048x16688125] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Revised: 10/16/2016] [Accepted: 11/16/2016] [Indexed: 01/13/2023] Open
Abstract
The risk of autism spectrum disorder varies by maternal race-ethnicity, immigration status, and birth region. In this retrospective cohort study, Western Australian state registries and a study population of 134 204 mothers enabled us to examine the odds of autism spectrum disorder with intellectual disability in children born from 1994 to 2005 by the aforementioned characteristics. We adjusted for maternal age, parity, socioeconomic status, and birth year. Indigenous women were 50% less likely to have a child with autism spectrum disorder with intellectual disability than Caucasian, nonimmigrant women. Overall, immigrant women were 40% less likely to have a child with autism spectrum disorder with intellectual disability than nonimmigrant women. However, Black women from East Africa had more than 3.5 times the odds of autism spectrum disorder with intellectual disability in their children than Caucasian nonimmigrant women. Research is implicated on risk and protective factors for autism spectrum disorder with intellectual disability in the children of immigrant women.
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Affiliation(s)
- Jenny Fairthorne
- British Columbia Children’s Hospital Research Institute, University of British Columbia, Vancouver, British Columbia, Canada
- Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
| | - Nick de Klerk
- Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
| | - Helen M. Leonard
- Telethon Kids Institute, University of Western Australia, Perth, Western Australia, Australia
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Maenner MJ, Yeargin-Allsopp M, Van Naarden Braun K, Christensen DL, Schieve LA. Development of a Machine Learning Algorithm for the Surveillance of Autism Spectrum Disorder. PLoS One 2016; 11:e0168224. [PMID: 28002438 PMCID: PMC5176307 DOI: 10.1371/journal.pone.0168224] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Accepted: 11/28/2016] [Indexed: 11/19/2022] Open
Abstract
The Autism and Developmental Disabilities Monitoring (ADDM) Network conducts population-based surveillance of autism spectrum disorder (ASD) among 8-year old children in multiple US sites. To classify ASD, trained clinicians review developmental evaluations collected from multiple health and education sources to determine whether the child meets the ASD surveillance case criteria. The number of evaluations collected has dramatically increased since the year 2000, challenging the resources and timeliness of the surveillance system. We developed and evaluated a machine learning approach to classify case status in ADDM using words and phrases contained in children's developmental evaluations. We trained a random forest classifier using data from the 2008 Georgia ADDM site which included 1,162 children with 5,396 evaluations (601 children met ADDM ASD criteria using standard ADDM methods). The classifier used the words and phrases from the evaluations to predict ASD case status. We evaluated its performance on the 2010 Georgia ADDM surveillance data (1,450 children with 9,811 evaluations; 754 children met ADDM ASD criteria). We also estimated ASD prevalence using predictions from the classification algorithm. Overall, the machine learning approach predicted ASD case statuses that were 86.5% concordant with the clinician-determined case statuses (84.0% sensitivity, 89.4% predictive value positive). The area under the resulting receiver-operating characteristic curve was 0.932. Algorithm-derived ASD "prevalence" was 1.46% compared to the published (clinician-determined) estimate of 1.55%. Using only the text contained in developmental evaluations, a machine learning algorithm was able to discriminate between children that do and do not meet ASD surveillance criteria at one surveillance site.
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Affiliation(s)
- Matthew J. Maenner
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention; Atlanta, GA United States of America
- Epidemic Intelligence Service, Centers for Disease Control and Prevention; Atlanta, GA, United States of America
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention; Atlanta, GA United States of America
| | - Kim Van Naarden Braun
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention; Atlanta, GA United States of America
| | - Deborah L. Christensen
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention; Atlanta, GA United States of America
| | - Laura A. Schieve
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention; Atlanta, GA United States of America
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Durkin MS, Benedict RE, Christensen D, Dubois LA, Fitzgerald RT, Kirby RS, Maenner MJ, Van Naarden Braun K, Wingate MS, Yeargin-Allsopp M. Prevalence of Cerebral Palsy among 8-Year-Old Children in 2010 and Preliminary Evidence of Trends in Its Relationship to Low Birthweight. Paediatr Perinat Epidemiol 2016; 30:496-510. [PMID: 27215680 PMCID: PMC5351288 DOI: 10.1111/ppe.12299] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND The public health objective for cerebral palsy (CP) in the United States is to reduce the percentage of children with CP who were born low birthweight (LBW, <2500 g) by 10% between 2006 and 2020. This study reports the prevalence of CP in a constant surveillance area for the years 2006, 2008, and 2010 and describes initial progress towards the CP public health objective. METHODS Data on children with CP at age 8 years were ascertained by the Autism and Developmental Disabilities Monitoring (ADDM) Network, a population-based surveillance system that monitored CP in four areas of the United States. RESULTS CP prevalence in 2010 was 2.9 per 1000 [95% confidence interval (CI) 2.6, 3.2], down from 3.5 (95% CI 3.2, 3.9) in the same surveillance area in 2006. Among CP cases with no documented postneonatal aetiology, 49.1% (95% CI 42.9, 55.2) were born LBW in 2010 compared with 54.3% (95% CI 48.4, 60.1) in 2006. In 2010, 28.1% (95% CI 22.9, 30.4) were born very low birthweight (VLBW, <1500 g) compared with 35.4% (95% CI 30.0, 41.2) in 2006. The relative risks for associations between CP and both LBW and VLBW also declined, though not significantly, during the study period. CONCLUSIONS Declines in the associations between CP and LBW categories may have contributed to declines during the study period in both the prevalence of CP and the percentage of children with CP who were born LBW or VLBW. Ongoing monitoring of these trends is warranted.
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Affiliation(s)
- Maureen S. Durkin
- Department of Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI,Waisman Center, University of Wisconsin-Madison, Madison, WI,Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, WI
| | - Ruth E. Benedict
- Waisman Center, University of Wisconsin-Madison, Madison, WI,Department of Kinesiology, University of Wisconsin-Madison, Madison, WI
| | | | - Lindsay A. Dubois
- Department of Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI,Waisman Center, University of Wisconsin-Madison, Madison, WI
| | - Robert T. Fitzgerald
- Department of Psychiatry, Washington University School of Medicine, St Louis, MO
| | - Russell S. Kirby
- Department of Community and Family Health, College of Public Health, University of South Florida, Tampa, FL
| | | | | | - Martha S. Wingate
- Department of Health Care Organization and Policy, School of Public Health, University of Alabama at Birmingham, Birmingham, AL
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Christensen DL, Baio J, Van Naarden Braun K, Bilder D, Charles J, Constantino JN, Daniels J, Durkin MS, Fitzgerald RT, Kurzius-Spencer M, Lee LC, Pettygrove S, Robinson C, Schulz E, Wells C, Wingate MS, Zahorodny W, Yeargin-Allsopp M. Prevalence and Characteristics of Autism Spectrum Disorder Among Children Aged 8 Years--Autism and Developmental Disabilities Monitoring Network, 11 Sites, United States, 2012. MMWR Surveill Summ 2016; 65:1-23. [PMID: 27031587 PMCID: PMC7909709 DOI: 10.15585/mmwr.ss6503a1] [Citation(s) in RCA: 920] [Impact Index Per Article: 115.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Problem/Condition Autism spectrum disorder (ASD). Period Covered 2012. Description of System The Autism and Developmental Disabilities Monitoring (ADDM) Network is an
active surveillance system that provides estimates of the prevalence and
characteristics of ASD among children aged 8 years whose parents or
guardians reside in 11 ADDM Network sites in the United States (Arkansas,
Arizona, Colorado, Georgia, Maryland, Missouri, New Jersey, North Carolina,
South Carolina, Utah, and Wisconsin). Surveillance to determine ASD case
status is conducted in two phases. The first phase consists of screening and
abstracting comprehensive evaluations performed by professional service
providers in the community. Data sources identified for record review are
categorized as either 1) education source type, including developmental
evaluations to determine eligibility for special education services or 2)
health care source type, including diagnostic and developmental evaluations.
The second phase involves the review of all abstracted evaluations by
trained clinicians to determine ASD surveillance case status. A child meets
the surveillance case definition for ASD if one or more comprehensive
evaluations of that child completed by a qualified professional describes
behaviors that are consistent with the Diagnostic and Statistical
Manual of Mental Disorders, Fourth Edition, Text Revision
diagnostic criteria for any of the following conditions: autistic disorder,
pervasive developmental disorder–not otherwise specified (including
atypical autism), or Asperger disorder. This report provides ASD prevalence
estimates for children aged 8 years living in catchment areas of the ADDM
Network sites in 2012, overall and stratified by sex, race/ethnicity, and
the type of source records (education and health records versus health
records only). In addition, this report describes the proportion of children
with ASD with a score consistent with intellectual disability on a
standardized intellectual ability test, the age at which the earliest known
comprehensive evaluation was performed, the proportion of children with a
previous ASD diagnosis, the specific type of ASD diagnosis, and any special
education eligibility classification. Results For 2012, the combined estimated prevalence of ASD among the 11 ADDM Network
sites was 14.6 per 1,000 (one in 68) children aged 8 years. Estimated
prevalence was significantly higher among boys aged 8 years (23.6 per 1,000)
than among girls aged 8 years (5.3 per 1,000). Estimated ASD prevalence was
significantly higher among non-Hispanic white children aged 8 years (15.5
per 1,000) compared with non-Hispanic black children (13.2 per 1,000), and
Hispanic (10.1 per 1,000) children aged 8 years. Estimated prevalence varied
widely among the 11 ADDM Network sites, ranging from 8.2 per 1,000 children
aged 8 years (in the area of the Maryland site where only health care
records were reviewed) to 24.6 per 1,000 children aged 8 years (in New
Jersey, where both education and health care records were reviewed).
Estimated prevalence was higher in surveillance sites where education
records and health records were reviewed compared with sites where health
records only were reviewed (17.1 per 1,000 and 10.7 per 1,000 children aged
8 years, respectively; p<0.05). Among children identified with ASD by the
ADDM Network, 82% had a previous ASD diagnosis or educational
classification; this did not vary by sex or between non-Hispanic white and
non-Hispanic black children. A lower percentage of Hispanic children (78%)
had a previous ASD diagnosis or classification compared with non-Hispanic
white children (82%) and with non-Hispanic black children (84%). The median
age at earliest known comprehensive evaluation was 40 months, and 43% of
children had received an earliest known comprehensive evaluation by age 36
months. The percentage of children with an earliest known comprehensive
evaluation by age 36 months was similar for boys and girls, but was higher
for non-Hispanic white children (45%) compared with non-Hispanic black
children (40%) and Hispanic children (39%). Interpretation Overall estimated ASD prevalence was 14.6 per 1,000 children aged 8 years in
the ADDM Network sites in 2012. The higher estimated prevalence among sites
that reviewed both education and health records suggests the role of special
education systems in providing comprehensive evaluations and services to
children with developmental disabilities. Disparities by race/ethnicity in
estimated ASD prevalence, particularly for Hispanic children, as well as
disparities in the age of earliest comprehensive evaluation and presence of
a previous ASD diagnosis or classification, suggest that access to treatment
and services might be lacking or delayed for some children. Public Health Action The ADDM Network will continue to monitor the prevalence and characteristics
of ASD among children aged 8 years living in selected sites across the
United States. Recommendations from the ADDM Network include enhancing
strategies to 1) lower the age of first evaluation of ASD by community
providers in accordance with the Healthy People 2020 goal
that children with ASD are evaluated by age 36 months and begin receiving
community-based support and services by age 48 months; 2) reduce disparities
by race/ethnicity in identified ASD prevalence, the age of first
comprehensive evaluation, and presence of a previous ASD diagnosis or
classification; and 3) assess the effect on ASD prevalence of the revised
ASD diagnostic criteria published in the Diagnostic and Statistical
Manual of Mental Disorders, Fifth Edition.
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Affiliation(s)
- Deborah L Christensen
- Division of Congenital and Developmental Disorders, National Center on Birth Defects and Developmental Disabilities, CDC
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Maenner MJ, Blumberg SJ, Kogan MD, Christensen D, Yeargin-Allsopp M, Schieve LA. Prevalence of cerebral palsy and intellectual disability among children identified in two U.S. National Surveys, 2011-2013. Ann Epidemiol 2016; 26:222-6. [PMID: 26851824 PMCID: PMC5144825 DOI: 10.1016/j.annepidem.2016.01.001] [Citation(s) in RCA: 124] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Revised: 12/23/2015] [Accepted: 01/04/2016] [Indexed: 11/30/2022]
Abstract
PURPOSE Cerebral palsy (CP) and intellectual disability (ID) are developmental disabilities that result in considerable functional limitations. There are few recent and nationally representative prevalence estimates of CP and ID in the United States. METHODS We used two U.S. nationally representative surveys, the 2011-2012 National Survey of Children's Health (NSCH) and the 2011-2013 National Health Interview Survey (NHIS), to determine the prevalence of CP and ID based on parent report among children aged 2-17 years. RESULTS CP prevalence was 2.6 (95% confidence interval [CI]: 2.1-3.2) per 1000 in the NSCH and 2.9 (95% CI: 2.3-3.7) in the NHIS. ID prevalence was 12.2 (95% CI: 10.7-13.9) and 12.1 (95% CI: 10.8-13.7) in NSCH and NHIS, respectively. For both conditions, the NSCH and NHIS prevalence estimates were similar to each other for nearly all sociodemographic subgroups examined. CONCLUSIONS Despite using different modes of data collection, the two surveys produced similar and plausible estimates of CP and ID and offer opportunities to better understand the needs and situations of children with these conditions.
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Affiliation(s)
- Matthew J Maenner
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA; Epidemic Intelligence Service, Centers for Disease Control and Prevention, Atlanta, GA.
| | - Stephen J Blumberg
- National Center for Health Statistics, Centers for Disease Control and Prevention, Hyattsville, MD
| | - Michael D Kogan
- Maternal and Child Health Bureau, Health Resources and Services Administration, Rockville, MD
| | - Deborah Christensen
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Laura A Schieve
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
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Goldsmith S, McIntyre S, Smithers-Sheedy H, Blair E, Cans C, Watson L, Yeargin-Allsopp M. An international survey of cerebral palsy registers and surveillance systems. Dev Med Child Neurol 2016; 58 Suppl 2:11-7. [PMID: 26781543 PMCID: PMC4837944 DOI: 10.1111/dmcn.12999] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/20/2015] [Indexed: 01/31/2023]
Abstract
AIM To describe cerebral palsy (CP) surveillance programmes and identify similarities and differences in governance and funding, aims and scope, definition, inclusion/exclusion criteria, ascertainment and data collection, to enhance the potential for research collaboration. METHOD Representatives from 38 CP surveillance programmes were invited to participate in an online survey and submit their data collection forms. Descriptive statistics were used to summarize information submitted. RESULTS Twenty-seven surveillance programmes participated (25 functioning registers, two closed owing to lack of funding). Their aims spanned five domains: resource for CP research, surveillance, aetiology/prevention, service planning, and information provision (in descending order of frequency). Published definitions guided decision making for the definition of CP and case eligibility for most programmes. Consent, case identification, and data collection methods varied widely. Ten key data items were collected by all programmes and a further seven by at least 80% of programmes. All programmes reported an interest in research collaboration. INTERPRETATION Despite variability in methodologies, similarities exist across programmes in terms of their aims, definitions, and data collected. These findings will facilitate harmonization of data and collaborative research efforts, which are so necessary on account of the heterogeneity and relatively low prevalence of CP.
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Affiliation(s)
- Shona Goldsmith
- Cerebral Palsy Alliance, The University of Sydney, Sydney, NSW, Australia
| | - Sarah McIntyre
- Cerebral Palsy Alliance, The University of Sydney, Sydney, NSW, Australia,Telethon Kids Institute, University of Western Australia, Perth, WA, Australia
| | | | - Eve Blair
- Telethon Kids Institute, University of Western Australia, Perth, WA, Australia
| | - Christine Cans
- RHEOP–ThEMAS - Centre Hospitalier Universitaire de Grenoble, Grenoble Université, Grenoble, France
| | - Linda Watson
- Telethon Kids Institute, University of Western Australia, Perth, WA, Australia,Department of Health Western Australia, Perth, WA, Australia
| | - Marshalyn Yeargin-Allsopp
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
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Van Naarden Braun K, Doernberg N, Schieve L, Christensen D, Goodman A, Yeargin-Allsopp M. Birth Prevalence of Cerebral Palsy: A Population-Based Study. Pediatrics 2016; 137:peds.2015-2872. [PMID: 26659459 PMCID: PMC4703497 DOI: 10.1542/peds.2015-2872] [Citation(s) in RCA: 107] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/28/2015] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE Population-based data in the United States on trends in cerebral palsy (CP) birth prevalence are limited. The objective of this study was to examine trends in the birth prevalence of congenital spastic CP by birth weight, gestational age, and race/ethnicity in a heterogeneous US metropolitan area. METHODS Children with CP were identified by a population-based surveillance system for developmental disabilities (DDs). Children with CP were included if they were born in metropolitan Atlanta, Georgia, from 1985 to 2002, resided there at age 8 years, and did not have a postneonatal etiology (n = 766). Birth weight, gestational age, and race/ethnicity subanalyses were restricted to children with spastic CP (n = 640). Trends were examined by CP subtype, gender, race/ethnicity, co-occurring DDs, birth weight, and gestational age. RESULTS Birth prevalence of spastic CP per 1000 1-year survivors was stable from 1985 to 2002 (1.9 in 1985 to 1.8 in 2002; 0.3% annual average prevalence; 95% confidence interval [CI] -1.1 to 1.8). Whereas no significant trends were observed by gender, subtype, birth weight, or gestational age overall, CP prevalence with co-occurring moderate to severe intellectual disability significantly decreased (-2.6% [95% CI -4.3 to -0.8]). Racial disparities persisted over time between non-Hispanic black and non-Hispanic white children (prevalence ratio 1.8 [95% CI 1.5 to 2.1]). Different patterns emerged for non-Hispanic white and non-Hispanic black children by birth weight and gestational age. CONCLUSIONS Given improvements in neonatal survival, evidence of stability of CP prevalence is encouraging. Yet lack of overall decreases supports continued monitoring of trends and increased research and prevention efforts. Racial/ethnic disparities, in particular, warrant further study.
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Affiliation(s)
- Kim Van Naarden Braun
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Nancy Doernberg
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Laura Schieve
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Deborah Christensen
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Alyson Goodman
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Marshalyn Yeargin-Allsopp
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia
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30
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Phillips KL, Schieve LA, Visser S, Boulet S, Sharma AJ, Kogan MD, Boyle CA, Yeargin-Allsopp M. Prevalence and impact of unhealthy weight in a national sample of US adolescents with autism and other learning and behavioral disabilities. Matern Child Health J 2015; 18:1964-75. [PMID: 24553796 DOI: 10.1007/s10995-014-1442-y] [Citation(s) in RCA: 73] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
We estimated the prevalence of obesity, overweight, and underweight among US adolescents with and without autism and other learning and behavioral developmental disabilities (DDs) and assessed the health consequences of obesity among adolescents with DDs. From the 2008 to 2010 National Health Interview Survey, we selected 9,619 adolescents ages 12-17 years. Parent respondents reported weight, height, presence of DDs and health conditions. We calculated body mass index (BMI) and defined obesity, overweight, and underweight as ≥95th, ≥85th to <95th, and <5th percentiles, respectively, using established criteria. We created mutually-exclusive DD subgroups using the following order of precedence: autism; intellectual disability; attention-deficit-hyperactivity-disorder; learning disorder/other developmental delay. We compared BMI outcomes among adolescents in each DD group versus adolescents without DDs using multivariable logistic regression. Socio-demographic factors and birthweight were included as confounders. Estimates were weighted to reflect the US population. Both obesity and underweight prevalences were higher among adolescents with than without DDs [adjusted prevalence ratios (aPR) 1.5 (1.25-1.75) and 1.5 (1.01-2.20), respectively]. Obesity was elevated among adolescents with all DD types, and was highest among the autism subgroup [aPR 2.1 (1.44-3.16)]. Adolescents with either a DD or obesity had higher prevalences of common respiratory, gastrointestinal, dermatological and neurological conditions/symptoms than nonobese adolescents without DDs. Adolescents with both DDs and obesity had the highest estimates for most conditions. Obesity is high among adolescents with autism and other DDs and poses added chronic health risks. Obesity prevention and management approaches for this vulnerable population subgroup need further consideration.
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Affiliation(s)
- Keydra L Phillips
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 1600 Clifton Rd, Mailstop E-86, Atlanta, GA, 30333, USA
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Cui W, Kobau R, Zack MM, Helmers S, Yeargin-Allsopp M. Seizures in Children and Adolescents Aged 6-17 Years - United States, 2010-2014. MMWR Morb Mortal Wkly Rep 2015; 64:1209-14. [PMID: 26540283 DOI: 10.15585/mmwr.mm6443a2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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Wiggins LD, Levy SE, Daniels J, Schieve L, Croen LA, DiGuiseppi C, Blaskey L, Giarelli E, Lee LC, Pinto-Martin J, Reynolds A, Rice C, Rosenberg CR, Thompson P, Yeargin-Allsopp M, Young L, Schendel D. Autism spectrum disorder symptoms among children enrolled in the Study to Explore Early Development (SEED). J Autism Dev Disord 2015; 45:3183-94. [PMID: 26048040 PMCID: PMC4573234 DOI: 10.1007/s10803-015-2476-8] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
This study examined the phenotypic profiles of children aged 30-68 months in the Study to Explore Early Development (SEED). Children classified as autism spectrum disorder (ASD), developmental delay (DD) with ASD symptoms, DD without ASD symptoms, and population comparison (POP) differed significantly from each other on cognitive, adaptive, behavioral, and social functioning and the presence of parent-reported conditions. Children with ASD and DD with ASD symptoms had mild to severe ASD risk on several measures compared to children with other DD and POP who had little ASD risk across measures. We conclude that children in SEED have varying degrees of ASD impairment and associated deficits. SEED thus provides a valuable sample to explore ASD phenotypes and inform risk factor analyses.
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Affiliation(s)
- Lisa D Wiggins
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 1600 Clifton Road MS E-86, Atlanta, GA, 30333, USA.
| | - Susan E Levy
- Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Julie Daniels
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Laura Schieve
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 1600 Clifton Road MS E-86, Atlanta, GA, 30333, USA
| | - Lisa A Croen
- Autism Research Program, Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Carolyn DiGuiseppi
- Colorado School of Public Health, University of Colorado-Anschutz Medical Campus, Aurora, CO, USA
| | - Lisa Blaskey
- Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ellen Giarelli
- Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA
- School of Nursing and Health Professions, Drexel University, Philadelphia, PA, USA
| | - Li-Ching Lee
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Ann Reynolds
- JFK Partners, University of Colorado-Anschutz Medical Campus, Aurora, CO, USA
| | - Catherine Rice
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 1600 Clifton Road MS E-86, Atlanta, GA, 30333, USA
- Emory Autism Research Center, Emory University, Druid Hills, GA, USA
| | | | - Patrick Thompson
- Clinical and Translational Sciences Institute, Michigan State University, East Lansing, MI, USA
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 1600 Clifton Road MS E-86, Atlanta, GA, 30333, USA
| | - Lisa Young
- School of Nursing, University of Pennsylvania, Philadelphia, PA, USA
| | - Diana Schendel
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 1600 Clifton Road MS E-86, Atlanta, GA, 30333, USA
- Section for Epidemiology, Department of Public Health, Aarhus University, Åarhus, Denmark
- Department of Economics and Business, National Centre for Register-Based Research, Aarhus University, Åarhus, Denmark
- Lundbeck Foundation Initiative for Integrative Psychiatric Research, iPSYCH, Copenhagen, Denmark
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Schieve LA, Fountain C, Boulet SL, Yeargin-Allsopp M, Kissin DM, Jamieson DJ, Rice C, Bearman P. Does Autism Diagnosis Age or Symptom Severity Differ Among Children According to Whether Assisted Reproductive Technology was Used to Achieve Pregnancy? J Autism Dev Disord 2015; 45:2991-3003. [PMID: 25997596 PMCID: PMC4553150 DOI: 10.1007/s10803-015-2462-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Previous studies report associations between conception with assisted reproductive technology (ART) and autism. Whether these associations reflect an ascertainment or biologic effect is undetermined. We assessed diagnosis age and initial autism symptom severity among >30,000 children with autism from a linkage study of California Department of Developmental Services records, birth records, and the National ART Surveillance System. Median diagnosis age and symptom severity levels were significantly lower for ART-conceived than non-ART-conceived children. After adjustment for differences in the socio-demographic profiles of the two groups, the diagnosis age differentials were greatly attenuated and there were no differences in autism symptomatology. Thus, ascertainment issues related to SES, not ART per se, are likely the driving influence of the differences we initially observed.
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Affiliation(s)
- Laura A Schieve
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, MS E-86, 1600 Clifton Road, Atlanta, GA, 30333, USA,
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Durkin MS, Maenner MJ, Benedict RE, Braun KVN, Christensen D, Kirby RS, Wingate M, Yeargin-Allsopp M. The role of socio-economic status and perinatal factors in racial disparities in the risk of cerebral palsy. Dev Med Child Neurol 2015; 57:835-43. [PMID: 25808915 PMCID: PMC4529795 DOI: 10.1111/dmcn.12746] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/06/2015] [Indexed: 11/28/2022]
Abstract
AIM To determine whether racial disparities in cerebral palsy (CP) risk among US children persist after controlling for socio-economic status (SES) (here indicated by maternal education) and perinatal risk factors. METHOD A population-based birth cohort study was conducted using the Autism and Developmental Disabilities Monitoring Network surveillance and birth data for 8-year-old children residing in multi-county areas in Alabama, Georgia, Missouri, and Wisconsin between 2002 and 2008. The birth cohort comparison group included 458 027 children and the case group included 1570 children with CP, 1202 with available birth records. χ(2) tests were performed to evaluate associations and logistic regression was used to calculate relative risks (RR) and adjusted odds ratios (OR) with 95% confidence intervals (CI). RESULTS The risk of spastic CP was more than 50% higher for black versus white children (RR 1.52, 95% CI 1.33-1.73), and this greater risk persisted after adjustment for SES (OR 1.35, 95% CI 1.18-1.55), but not after further adjustment for preterm birth and size for gestational age. The protective effect of maternal education remained after adjustment for race/ethnicity and perinatal factors. INTERPRETATION Maternal education appears to independently affect CP risk but does not fully explain existing racial disparities in CP prevalence in the US.
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Affiliation(s)
- Maureen S Durkin
- Department of Population Health Sciences, University of Wisconsin-Madison, School of Medicine and Public Health, Madison, WI,Department of Pediatrics, University of Wisconsin-Madison, School of Medicine and Public Health, Madison WI,Waisman Center, University of Wisconsin-Madison, Madison, WI
| | - Matthew J Maenner
- Waisman Center, University of Wisconsin-Madison, Madison, WI,Division of Birth Defects and Developmental Disabilities, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Ruth E Benedict
- Waisman Center, University of Wisconsin-Madison, Madison, WI,Occupational Therapy Program, Department of Kinesiology, University of Wisconsin-Madison, Madison, WI
| | - Kim Van Naarden Braun
- Division of Birth Defects and Developmental Disabilities, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Deborah Christensen
- Division of Birth Defects and Developmental Disabilities, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Russell S Kirby
- Department of Community and Family Health, College of Public Health, University of South Florida, Tampa, FL
| | - Martha Wingate
- Department of Health Care Organization and Policy, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Marshalyn Yeargin-Allsopp
- Division of Birth Defects and Developmental Disabilities, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
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Jo H, Schieve LA, Rice CE, Yeargin-Allsopp M, Tian LH, Blumberg SJ, Kogan MD, Boyle CA. Age at Autism Spectrum Disorder (ASD) Diagnosis by Race, Ethnicity, and Primary Household Language Among Children with Special Health Care Needs, United States, 2009-2010. Matern Child Health J 2015; 19:1687-97. [PMID: 25701197 PMCID: PMC4500845 DOI: 10.1007/s10995-015-1683-4] [Citation(s) in RCA: 75] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
We examined prevalence of diagnosed autism spectrum disorder (ASD) and age at diagnosis according to child's race/ethnicity and primary household language. From the 2009-2010 National Survey of Children with Special Health Care Needs, we identified 2729 3-17-year-old US children whose parent reported a current ASD diagnosis. We compared ASD prevalence, mean diagnosis age, and percentage with later diagnoses (≥5 years) across racial/ethnic/primary household language groups: non-Hispanic-white, any language (NHW); non-Hispanic-black, any language (NHB); Hispanic-any-race, English (Hispanic-English); and Hispanic-any-race, other language (Hispanic-Other). We assessed findings by parent-reported ASD severity level and adjusted for family sociodemographics. ASD prevalence estimates were 15.3 (NHW), 10.4 (NHB), 14.1 (Hispanic-English), and 5.2 (Hispanic-Other) per 1000 children. Mean diagnosis age was comparable across racial/ethnic/language groups for 3-4-year-olds. For 5-17-year-olds, diagnosis age varied by race/ethnicity/language and also by ASD severity. In this group, NHW children with mild/moderate ASD had a significantly higher proportion (50.8 %) of later diagnoses than NHB (33.5 %) or Hispanic-Other children (18.0 %). However, NHW children with severe ASD had a comparable or lower (albeit non-significant) proportion (16.4 %) of later diagnoses than NHB (37.8 %), Hispanic-English (30.8 %), and Hispanic-Other children (12.0 %). While NHW children have comparable ASD prevalence and diagnosis age distributions as Hispanic-English children, they have both higher prevalence and proportion of later diagnoses than NHB and Hispanic-Other children. The diagnosis age findings were limited to mild/moderate cases only. Thus, the prevalence disparity might be primarily driven by under-representation (potentially under-identification) of older children with mild/moderate ASD in the two minority groups.
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Affiliation(s)
- Heejoo Jo
- Division of Birth Defects and Developmental Disabilities, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, MS-E86, 1600 Clifton Road, Atlanta, GA, 30333, USA,
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Kissin DM, Zhang Y, Boulet SL, Fountain C, Bearman P, Schieve L, Yeargin-Allsopp M, Jamieson DJ. Reply: CDC analysis of ICSI/autism: association is not causation. Hum Reprod 2015; 30:1746. [PMID: 25976658 PMCID: PMC4608223 DOI: 10.1093/humrep/dev107] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Affiliation(s)
- Dmitry M Kissin
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Yujia Zhang
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Sheree L Boulet
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Christine Fountain
- Department of Sociology and Anthropology, Fordham University, New York, NY, USA
| | - Peter Bearman
- Interdisciplinary Center for Innovative Theory and Empirics, Columbia University, New York, NY, USA
| | - Laura Schieve
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Denise J Jamieson
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA
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Van Naarden Braun K, Christensen D, Doernberg N, Schieve L, Rice C, Wiggins L, Schendel D, Yeargin-Allsopp M. Trends in the prevalence of autism spectrum disorder, cerebral palsy, hearing loss, intellectual disability, and vision impairment, metropolitan atlanta, 1991-2010. PLoS One 2015; 10:e0124120. [PMID: 25923140 PMCID: PMC4414511 DOI: 10.1371/journal.pone.0124120] [Citation(s) in RCA: 167] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2014] [Accepted: 02/26/2015] [Indexed: 11/18/2022] Open
Abstract
This study examined the prevalence and characteristics of autism spectrum disorder (ASD), cerebral palsy (CP), hearing loss (HL), intellectual disability (ID), and vision impairment (VI) over a 15-20 year time period, with specific focus on concurrent changes in ASD and ID prevalence. We used data from a population-based developmental disabilities surveillance program for 8-year-olds in metropolitan Atlanta. From 1991-2010, prevalence estimates of ID and HL were stable with slight increases in VI prevalence. CP prevalence was constant from 1993-2010. The average annual increase in ASD prevalence was 9.3% per year from 1996-2010, with a 269% increase from 4.2 per 1,000 in 1996 to 15.5 per 1,000 in 2010. From 2000-2010, the prevalence of ID without ASD was stable; during the same time, the prevalence of ASD with and without co-occurring ID increased by an average of 6.6% and 9.6% per year, respectively. ASD prevalence increases were found among both males and females, and among nearly all racial/ethnic subgroups and levels of intellectual ability. Average annual prevalence estimates from 1991-2010 underscore the significant community resources needed to provide early intervention and ongoing supports for children with ID (13.0 per 1,000), CP, (3.5 per 1,000), HL (1.4 per 1,000) and VI (1.3 in 1,000), with a growing urgency for children with ASD.
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Affiliation(s)
- Kim Van Naarden Braun
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
- * E-mail:
| | - Deborah Christensen
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Nancy Doernberg
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Laura Schieve
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Catherine Rice
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Lisa Wiggins
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Diana Schendel
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
| | - Marshalyn Yeargin-Allsopp
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, Georgia, United States of America
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Kissin DM, Zhang Y, Boulet SL, Fountain C, Bearman P, Schieve L, Yeargin-Allsopp M, Jamieson DJ. Association of assisted reproductive technology (ART) treatment and parental infertility diagnosis with autism in ART-conceived children. Hum Reprod 2015; 30:454-65. [PMID: 25518976 PMCID: PMC4287306 DOI: 10.1093/humrep/deu338] [Citation(s) in RCA: 74] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2014] [Revised: 10/29/2014] [Accepted: 11/27/2014] [Indexed: 11/13/2022] Open
Abstract
STUDY QUESTION Are assisted reproductive technology (ART) treatment factors or infertility diagnoses associated with autism among ART-conceived children? SUMMARY ANSWER Our study suggests that the incidence of autism diagnosis in ART-conceived children during the first 5 years of life was higher when intracytoplasmic sperm injection (ICSI) was used compared with conventional IVF, and lower when parents had unexplained infertility (among singletons) or tubal factor infertility (among multiples) compared with other types of infertility. WHAT IS KNOWN ALREADY Some studies found an increased risk of autism among ART-conceived infants compared with spontaneously-conceived infants. However, few studies, and none in the USA, have examined the associations between types of ART procedures and parental infertility diagnoses with autism among ART-conceived children. STUDY DESIGN, SIZE, DURATION Population-based retrospective cohort study using linkages between National ART Surveillance System (NASS) data for 1996-2006, California Birth Certificate data for 1997-2006, and California Department of Developmental Services (DDS) Autism Caseload data for 1997-2011. PARTICIPANTS/MATERIALS, SETTING, METHODS All live born ART-conceived infants born in California in 1997-2006 (n = 42 383) with 5-year observation period were included in the study. We assessed the annual incidence of autism diagnosis documented in DDS, which includes information on the vast majority of persons with autism in California, and the association of autism diagnosis with ART treatment factors and infertility diagnoses. MAIN RESULTS AND THE ROLE OF CHANCE Among ART-conceived singletons born in California between 1997 and 2006, the incidence of autism diagnosis remained at ∼0.8% (P for trend 0.19) and was lower with parental diagnosis of unexplained infertility (adjusted hazard risk ratio [aHRR]; 95% confidence interval: 0.38; 0.15-0.94) and higher when ICSI was used (aHRR 1.65; 1.08-2.52), when compared with cases without these patient and treatment characteristics. Among ART-conceived multiples, the incidence of autism diagnosis between 1997 and 2006 remained at ∼1.2% (P for trend 0.93) and was lower with parental diagnosis of tubal factor infertility (aHRR 0.56; 0.35-0.90) and higher when ICSI was used (aHRR 1.71; 1.10-2.66). LIMITATIONS, REASONS FOR CAUTION Study limitations include imperfect data linkages, lack of data on embryo quality and possible underestimation of autism diagnosis cases. Limitations of the observational study design could affect the analysis by the possibility of residual confounders. Since information about ICSI use was missing for most frozen/thawed embryo transfer cycles, our findings of association of ICSI use and autism diagnosis can only be generalizable to fresh embryo transfer cycles. WIDER IMPLICATIONS OF THE FINDINGS Our study provides additional evidence of the association between some types of ART procedures with autism diagnosis. Additional research is required to explain the increased risk of autism diagnosis with ICSI use, as well as studies on the effectiveness and safety of ICSI.
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Affiliation(s)
- D M Kissin
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Y Zhang
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - S L Boulet
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - C Fountain
- Department of Sociology and Anthropology, Fordham University, New York, NY, USA
| | - P Bearman
- Interdisciplinary Center for Innovative Theory and Empirics, Columbia University, New York, NY, USA
| | - L Schieve
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - M Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - D J Jamieson
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, USA
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Lauritsen MB, Astrup A, Pedersen CB, Obel C, Schendel DE, Schieve L, Yeargin-Allsopp M, Parner ET. Urbanicity and autism spectrum disorders. J Autism Dev Disord 2014; 44:394-404. [PMID: 23807204 DOI: 10.1007/s10803-013-1875-y] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The etiology of autism spectrum disorders (ASD) is for the majority of cases unknown and more studies of risk factors are needed. Geographic variation in ASD occurrence has been observed, and urban residence has been suggested to serve as a proxy for etiologic and identification factors in ASD. We examined the association between urbanicity level and ASD at birth and during childhood. The study used a Danish register-based cohort of more than 800,000 children of which nearly 4,000 children were diagnosed with ASD. We found a dose-response association with greater level of urbanicity and risk of ASD. This association was found for residence at birth as well as residence during childhood. Further, we found an increased risk of ASD in children who moved to a higher level of urbanicity after birth. Also, earlier age of ASD diagnosis in urban areas was observed. While we could not directly examine the specific reasons behind these associations, our results demonstrating particularly strong associations between ASD diagnosis and post-birth migration suggest the influence of identification-related factors such as access to services might have a substantive role on the ASD differentials we observed.
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Affiliation(s)
- Marlene B Lauritsen
- Research Unit of Child and Adolescent Psychiatry, Aalborg University Hospital, Mølleparkvej 10, 9000, Aalborg, Denmark,
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Plager DA, Lynn MJ, Buckley EG, Wilson ME, Lambert SR, Plager DA, Lynn MJ, Buckley EG, Wilson ME, Lambert SR, Lambert SR, DuBois L, Lambert SR, Buckley EG, Plager DA, Wilson ME, Lynn M, DuBois L, Drews-Botsch C, Hartmann EE, Everett DF, Russell B, Ward M, Hardy R, Birch E, Cheng K, Hertle R, Kollman C, Yeargin-Allsopp M, McDowell C, Everett DF, Lynn M, Bridgman B, Celano M, Cleveland J, Cotsonis G, Drews-Botsch C, Freret N, Lu L, Swanson S, Tutu-Gxashe T, Busettini C, Hayley S, Felius J, Beck A, Everett DF, Hartmann EE, Carrigan AK, Edwards C, Wilson ME, Bozic M, Vanderveen DK, Mansfield TA, Miller KB, Christiansen SP, Bothun ED, Holleschau A, Jedlicka J, Winters P, Lang J, Traboulsi EI, Crowe S, Cimino HH, Yen KG, Castanes M, Sanchez A, York S, Lambert SR, Hutchinson AK, Dubois L, Robb R, Shainberg MJ, Wheeler DT, Stout AU, Rauch P, Beaudet K, Berg P, Buckley EG, Freedman SF, Duncan L, Phillips B, Petrowski JT, Morrison D, Owings S, Biernacki R, Franklin C, Plager DA, Neely DE, Whitaker M, Bates D, Donaldson D, Kruger S, Tibi C, Vega S, Weakley DR, Stager DR, Felius J, Dias C, Sager DL, Brantley T, Orge F. Complications in the first 5 years following cataract surgery in infants with and without intraocular lens implantation in the Infant Aphakia Treatment Study. Am J Ophthalmol 2014; 158:892-8. [PMID: 25077835 DOI: 10.1016/j.ajo.2014.07.031] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2014] [Revised: 07/17/2014] [Accepted: 07/17/2014] [Indexed: 10/25/2022]
Abstract
PURPOSE To compare rates and severity of complications between infants undergoing cataract surgery with and without intraocular lens (IOL) implantation. DESIGN Prospective randomized clinical trial. METHODS A total of 114 infants were enrolled in the Infant Aphakia Treatment Study, a randomized, multi-center (12) clinical trial comparing the treatment of unilateral aphakia in patients under 7 months of age with a primary IOL implant or contact lens. The rate, character, and severity of intraoperative complications, adverse events, and additional intraocular surgeries during the first 5 postoperative years in the 2 groups were examined. RESULTS There were more patients with intraoperative complications (28% vs 11%, P = .031), adverse events (81% vs 56%, P = .008), and more additional intraocular surgeries (72% vs 16%, P < .0001) in the IOL group than in the contact lens group. However, the number of patients with adverse events in the contact lens group increased (15 to 24) in postoperative years 2-5 compared to the first postoperative year, while it decreased (44 to 14) in years 2-5 compared to the first postoperative year in the IOL group. If only one half of the patients in the contact lens (aphakic) group eventually undergo secondary IOL implantation, the number of additional intraocular surgeries in the 2 groups will be approximately equal. CONCLUSION The increased rate of complications, adverse events, and additional intraocular surgeries associated with IOL implantation in infants <7 months of age militates toward leaving babies aphakic if it is considered likely that the family will be successful with contact lens correction.
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Schieve LA, Tian LH, Baio J, Rankin K, Rosenberg D, Wiggins L, Maenner MJ, Yeargin-Allsopp M, Durkin M, Rice C, King L, Kirby RS, Wingate MS, Devine O. Population attributable fractions for three perinatal risk factors for autism spectrum disorders, 2002 and 2008 autism and developmental disabilities monitoring network. Ann Epidemiol 2014; 24:260-6. [PMID: 24529515 DOI: 10.1016/j.annepidem.2013.12.014] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Revised: 12/03/2013] [Accepted: 12/23/2013] [Indexed: 11/26/2022]
Abstract
PURPOSE Numerous studies establish associations between adverse perinatal outcomes/complications and autism spectrum disorder (ASD). There has been little assessment of population attributable fractions (PAFs). METHODS We estimated average ASD PAFs for preterm birth (PTB), small for gestational age (SGA), and Cesarean delivery (CD) in a U.S. population. Average PAF methodology accounts for risk factor co-occurrence. ASD cases were singleton non-Hispanic white, non-Hispanic black, and Hispanic children born in 1994 (n = 703) or 2000 (n = 1339) who resided in 48 U.S. counties included within eight Autism and Developmental Disabilities Monitoring Network sites. Cases were matched on birth year, sex, and maternal county of residence, race-ethnicity, age, and education to 20 controls from U.S. natality files. RESULTS For the 1994 cohort, average PAFs were 4.2%, 0.9%, and 7.9% for PTB, SGA, and CD, respectively. The summary PAF was 13.0% (1.7%-19.5%). For the 2000 cohort, average PAFs were 2.0%, 3.1%, and 6.7% for PTB, SGA, and CD, respectively, with a summary PAF of 11.8% (7.5%-15.9%). CONCLUSIONS Three perinatal risk factors notably contribute to ASD risk in a U.S. population. Because each factor represents multiple etiologic pathways, PAF estimates are best interpreted as the proportion of ASD attributable to having a suboptimal perinatal environment resulting in PTB, SGA, and/or CD.
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Affiliation(s)
- Laura A Schieve
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA.
| | - Lin H Tian
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Jon Baio
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Kristin Rankin
- School of Public Health, University of Illinois, Chicago
| | | | - Lisa Wiggins
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | | | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | | | - Catherine Rice
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Lydia King
- Medical University of South Carolina, Charleston
| | | | | | - Owen Devine
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
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Olney RS, Doernberg NS, Yeargin-Allsopp M. Exclusion of progressive brain disorders of childhood for a cerebral palsy monitoring system: a public health perspective. J Registry Manag 2014; 41:182-189. [PMID: 25803631 PMCID: PMC4427048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
BACKGROUND Cerebral palsy (CP) is defined by its nonprogressive features. Therefore, a standard definition and list of progressive disorders to exclude would be useful for CP monitoring and epidemiologic studies. METHODS We reviewed the literature on this topic to 1) develop selection criteria for progressive brain disorders of childhood for public health surveillance purposes, 2) identify categories of disorders likely to include individual conditions that are progressive, and 3) ascertain information about the relative frequency and natural history of candidate disorders. RESULTS Based on 19 criteria that we developed, we ascertained a total of 104 progressive brain disorders of childhood, almost all of which were Mendelian disorders. DISCUSSION Our list is meant for CP surveillance programs and does not represent a complete catalog of progressive genetic conditions, nor is the list meant to comprehensively characterize disorders that might be mistaken for cerebral palsy. The criteria for progressive disorders that we developed could be applied by public health investigators in the future, as more children with very rare conditions are followed and new candidate disorders are identified.
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Affiliation(s)
- Richard S. Olney
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC)
| | - Nancy S. Doernberg
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC)
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC)
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Miller JE, Pedersen LH, Streja E, Bech BH, Yeargin-Allsopp M, Van Naarden Braun K, Schendel DE, Christensen D, Uldall P, Olsen J. Maternal infections during pregnancy and cerebral palsy: a population-based cohort study. Paediatr Perinat Epidemiol 2013; 27:542-52. [PMID: 24117888 PMCID: PMC4997608 DOI: 10.1111/ppe.12082] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND Cerebral palsy (CP) is a common motor disability in childhood. We examined the association between maternal infections during pregnancy and the risk of congenital CP in the child. METHODS Liveborn singletons in Denmark between 1997 and 2003 were identified from the Danish National Birth Registry and followed from 1 year of life until 2008. Redemption of antibiotics from the National Register of Medicinal Product Statistics and maternal infections reported by the National Hospital Register were used as markers of maternal infection during pregnancy. CP diagnoses were obtained from the Danish Cerebral Palsy Registry. Adjusted hazard ratio (HR) and 95% confidence interval (CI) were estimated by Cox proportional hazard models. RESULTS Of the 440 564 singletons with follow-up data, 840 were diagnosed with congenital CP. Maternal genito-urinary tract infections (HR 2.1, 95% CI 1.4, 3.2) were associated with CP in all births, in term births (HR 1.9, 95% CI 1.1, 3.2), in children with spastic CP (HR 2.1, 95% CI 1.4, 3.3), and among first-born children (HR 1.9, 95% CI 1.4, 3.3). Overall, we found associations between redeemed nitrofurantoin (HR 1.7, 95% CI 1.1, 2.8) and CP. Among trimester-specific exposures, CP risk was associated with prescriptions redeemed in the first trimester for any antibacterials, beta-lactam antibacterials, and nitrofurantoin, an antibiotic commonly used to treat lower urinary tract infection, and genito-urinary tract infections in the third trimester. CONCLUSION Genito-urinary tract infections and antibiotic use during pregnancy were associated with increased risks of CP, indicating that some maternal infections or causes of maternal infections present in prenatal life may be part of a causal pathway leading to CP.
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Affiliation(s)
- Jessica E. Miller
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA
| | - Lars Henning Pedersen
- Department of Obstetrics and Gynecology, Institute of Clinical Medicine, Aarhus University, Aarhus, Denmark
,Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Elani Streja
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA
| | - Bodil H. Bech
- Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Kim Van Naarden Braun
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Diana E. Schendel
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Deborah Christensen
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA
| | - Peter Uldall
- The Danish Cerebral Palsy Registry, National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
,Pediatric Department, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Jørn Olsen
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA
,Department of Public Health, Section for Epidemiology, Aarhus University, Aarhus, Denmark
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Streja E, Miller JE, Bech BH, Greene N, Pedersen LH, Yeargin-Allsopp M, Van Naarden Braun K, Schendel DE, Christensen D, Uldall P, Olsen J. Congenital cerebral palsy and prenatal exposure to self-reported maternal infections, fever, or smoking. Am J Obstet Gynecol 2013; 209:332.e1-332.e10. [PMID: 23791566 DOI: 10.1016/j.ajog.2013.06.023] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2013] [Revised: 05/13/2013] [Accepted: 06/12/2013] [Indexed: 11/24/2022]
Abstract
OBJECTIVE The objective of the study was to investigate the association between maternal self-reported infections, fever, and smoking in the prenatal period and the subsequent risk for congenital cerebral palsy (CP). STUDY DESIGN We included the 81,066 mothers of singletons born between 1996 and 2003 who participated in the Danish National Birth Cohort. Children were followed up through December 2008. Information on maternal infections, fever, smoking, and other demographic and lifestyle factors during pregnancy were reported by mothers in computer-assisted telephone interviews in early and midgestation. We identified 139 CP cases including 121 cases of spastic CP (sCP) as confirmed by the Danish National Cerebral Palsy Register. Cox proportional hazards regression models were used to estimate adjusted hazard ratios (aHRs) and 95% confidence intervals (CIs). RESULTS Self-reported vaginal infections were associated with an increased risk of CP and sCP (aHR, 1.52; 95% CI, 1.04-2.24; and aHR, 1.73; 95% CI, 1.16-2.60, respectively) and particularly untreated vaginal infections were associated with an increased risk of sCP (aHR, 1.95; 95% CI, 1.16-3.26). Fever was associated with the risk of CP (aHR, 1.53; 95% CI, 1.06-2.21). Smoking 10 or more cigarettes per day during pregnancy was also associated with sCP (aHR, 1.80; 95% CI, 1.10-2.94). There was a modest excess in risk for children exposed to both heavy smoking and vaginal infections. No other self-reported infections were significantly associated with CP. CONCLUSION Self-reported vaginal infections, fever, and smoking 10 or more cigarettes per day during pregnancy were associated with a higher risk of overall CP and/or sCP.
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Kancherla V, Van Naarden Braun K, Yeargin-Allsopp M. Childhood vision impairment, hearing loss and co-occurring autism spectrum disorder. Disabil Health J 2013; 6:333-42. [PMID: 24060256 DOI: 10.1016/j.dhjo.2013.05.003] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2012] [Revised: 04/11/2013] [Accepted: 05/08/2013] [Indexed: 10/26/2022]
Abstract
BACKGROUND Limited population-based data on prevalence of childhood vision impairment (VI) and hearing loss (HL), and their co-occurrence with autism spectrum disorder (ASD) exists. OBJECTIVE To examine prevalence and characteristics of VI, HL and co-occurring ASD among 8-year-olds in metropolitan Atlanta 2000-2008. METHODS We used data from the population-based Metropolitan Atlanta Developmental Disabilities Surveillance Program. Prevalence, birth and parental characteristics, presence and severity of other co-occurring developmental disabilities, and age of earliest identification of ASD, were examined for children with VI and HL, by co-occurring ASD. RESULTS VI and HL prevalences were 1.2 and 1.3 per 1000 8-year-olds, respectively. Approximately 6-7% of children with VI or HL had co-occurring ASD. Children with VI or HL with co-occurring ASD differed from those without co-occurring ASD by select birth characteristics and the presence of other co-occurring DDs. The median age of earliest known ASD diagnosis was significantly later among children with VI and ASD compared to children with ASD without VI (79 vs. 56 months). Children with HL and ASD were first evaluated by a community provider significantly earlier than those with ASD without HL (40 vs. 50 months). CONCLUSIONS The frequency of co-occurring ASD with VI and HL is higher than the population prevalence of ASD. The significant delays in diagnosis of ASD in children with VI and lack of earlier diagnosis of ASD among children with HL despite earlier evaluation highlight the importance of developing screening tools for early identification of ASD among children with VI and HL.
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Affiliation(s)
- Vijaya Kancherla
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 1600 Clifton Road, MS E86, Atlanta, GA 30333, USA; Association of University Centers on Disabilities, 1100 Wayne Ave. Suite 1000 Silver Spring, MD 20910, USA
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Van Naarden Braun K, Maenner MJ, Christensen D, Doernberg NS, Durkin MS, Kirby RS, Yeargin-Allsopp M. The role of migration and choice of denominator on the prevalence of cerebral palsy. Dev Med Child Neurol 2013; 55:520-6. [PMID: 23506432 PMCID: PMC4455884 DOI: 10.1111/dmcn.12095] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/06/2012] [Indexed: 11/28/2022]
Abstract
AIM Differential migration and choice of denominator have been hypothesized to contribute to differences between period prevalence and birth prevalence of cerebral palsy (CP). The purpose of this study was to evaluate the effects of migration and choice of denominator on the prevalence of CP. METHOD Data from the Metropolitan Atlanta Developmental Disabilities Surveillance Program and census and birth certificate files were used to calculate various CP prevalence estimates for 2000. RESULTS The overall CP period prevalence was 3.2 (95% confidence interval [CI] 2.7-3.8) per 1000 8-year-olds and was similar for those born in Atlanta who resided there at age 8 years (3.3; 95% CI 2.7-4.1) and those born outside Atlanta who moved into Atlanta by age 8 years (3.0; 95% CI 2.3-3.9). CP prevalence in these two migration strata was similar by sex and race/ethnicity. CP birth prevalence of 8-year-olds in Atlanta in 2000 was 2.0 (95% CI 1.6-2.5) per 1000 live births in 1992. INTERPRETATION The authors found no evidence to support the hypothesis that differential in-migration explained higher period than birth prevalence of CP in Atlanta. Comparability of CP prevalence across geographic areas will be enhanced if future studies report both period and birth prevalence.
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Affiliation(s)
- Kim Van Naarden Braun
- Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
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Kancherla V, Van Naarden Braun K, Yeargin-Allsopp M. Dental care among young adults with intellectual disability. Res Dev Disabil 2013; 34:1630-41. [PMID: 23501584 PMCID: PMC4492120 DOI: 10.1016/j.ridd.2013.02.006] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2012] [Revised: 02/04/2013] [Accepted: 02/05/2013] [Indexed: 05/07/2023]
Abstract
Dental care among young adults with intellectual disability (ID) is poorly documented and largely unmet. By using population-based data from the Metropolitan Atlanta Developmental Disabilities Follow-Up Study, we assessed factors associated with at least one or two dental visits per year among young adults with and without ID. Significantly fewer young adults with ID (45%) visited a dentist at least once per year, compared with those without ID (58%). ID severity and the presence of co-occurring developmental disabilities predicted dental care use. Sociodemographics, daily functioning, societal participation, dental services, and dental health factors were examined as predictors of dental care frequency. Our findings can help focus efforts toward improving the frequency of dental care visits among young adults with ID.
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Affiliation(s)
- Vijaya Kancherla
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Kim Van Naarden Braun
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Corresponding author at: Developmental Disabilities Branch, National Center on Birth Defects and Developmental Disabilities Centers for Disease Control and Prevention, 1600 Clifton Road MS E-86, Atlanta, GA 30333, USA. Tel.: +1 404 498 3860/908 233 8303/609 777 7715; fax: +1 404 498 3550. (K. Van Naarden Braun)
| | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, Atlanta, GA, USA
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Schendel DE, Diguiseppi C, Croen LA, Fallin MD, Reed PL, Schieve LA, Wiggins LD, Daniels J, Grether J, Levy SE, Miller L, Newschaffer C, Pinto-Martin J, Robinson C, Windham GC, Alexander A, Aylsworth AS, Bernal P, Bonner JD, Blaskey L, Bradley C, Collins J, Ferretti CJ, Farzadegan H, Giarelli E, Harvey M, Hepburn S, Herr M, Kaparich K, Landa R, Lee LC, Levenseller B, Meyerer S, Rahbar MH, Ratchford A, Reynolds A, Rosenberg S, Rusyniak J, Shapira SK, Smith K, Souders M, Thompson PA, Young L, Yeargin-Allsopp M. The Study to Explore Early Development (SEED): a multisite epidemiologic study of autism by the Centers for Autism and Developmental Disabilities Research and Epidemiology (CADDRE) network. J Autism Dev Disord 2013; 42:2121-40. [PMID: 22350336 DOI: 10.1007/s10803-012-1461-8] [Citation(s) in RCA: 98] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
The Study to Explore Early Development (SEED), a multisite investigation addressing knowledge gaps in autism phenotype and etiology, aims to: (1) characterize the autism behavioral phenotype and associated developmental, medical, and behavioral conditions and (2) investigate genetic and environmental risks with emphasis on immunologic, hormonal, gastrointestinal, and sociodemographic characteristics. SEED uses a case-control design with population-based ascertainment of children aged 2-5 years with an autism spectrum disorder (ASD) and children in two control groups-one from the general population and one with non-ASD developmental problems. Data from parent-completed questionnaires, interviews, clinical evaluations, biospecimen sampling, and medical record abstraction focus on the prenatal and early postnatal periods. SEED is a valuable resource for testing hypotheses regarding ASD characteristics and causes.
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Affiliation(s)
- Diana E Schendel
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, 1600 Clifton Road, Atlanta, GA 30333, USA.
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Rice CE, Rosanoff M, Dawson G, Durkin MS, Croen LA, Singer A, Yeargin-Allsopp M. Evaluating Changes in the Prevalence of the Autism Spectrum Disorders (ASDs). Public Health Rev 2012; 34:1-22. [PMID: 26236074 DOI: 10.1007/bf03391685] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Autism spectrum disorders (ASDs) are estimated to occur among about one percent of children in the United States. This estimate is in line with estimates from other industrialized countries. However, the identified prevalence of ASDs has increased significantly in a short time period based on data from multiple studies including the U.S. Centers for Disease Control and Prevention's (CDC) Autism and Developmental Disabilities Monitoring (ADDM) Network. Whether increases in ASD prevalence are partly attributable to a true increase in the risk of developing ASD or solely to changes in community awareness and identification patterns is not known. It is clear that more children are identified with an ASD now than in the past and the impact on individuals, families, and communities is significant. However, disentangling the many potential reasons for ASD prevalence increases has been challenging. Understanding the relative contribution of multiple factors such as variation in study methods, changes in diagnostic and community identification, and potential changes in risk factors is an important priority for the ADDM Network and for CDC. This article summarizes the discussion from a workshop that was co-sponsored by CDC and Autism Speaks as a forum for sharing knowledge and opinions of a diverse range of stakeholders about changes in ASD prevalence. Panelists discussed recommendations for building on existing infrastructure and developing new initiatives to better understand ASD trends. The information, research, and opinions shared during this workshop add to the knowledge base about ASD prevalence in an effort to stimulate further work to understand the multiple reasons behind increasing ASD prevalence.
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Affiliation(s)
- Catherine E Rice
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, USA
| | | | - Geraldine Dawson
- Autism Speaks, USA ; University of North Carolina at Chapel Hill, USA
| | | | | | | | - Marshalyn Yeargin-Allsopp
- National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention, USA
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