1
|
Berg J, Sideridis GD, DePillis R, Harstad E. Types and Predictors of Service use Among Young Children Recommended to Receive Intensive Services After Initial Autism Spectrum Disorder Diagnosis. J Autism Dev Disord 2024:10.1007/s10803-024-06454-8. [PMID: 38990372 DOI: 10.1007/s10803-024-06454-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/24/2024] [Indexed: 07/12/2024]
Abstract
Intensive services are recommended for young children with autism spectrum disorder (ASD). Limited research on service receipt in states with mandated ASD-specific service coverage suggests that it remains low, and factors associated with intensity are unclear. Participants were 206 children from the Boston Outcomes of Autism in Toddlers study living in states with autism mandates, diagnosed with ASD through a multidisciplinary consultation at 12-36 months, and recommended to receive at least 20 h of services weekly. Outcome measures were caregiver-reported receipt of total and ASD-specific services within 18 months of ASD diagnosis. Separate negative binomial regression models were run for each outcome, with covariates of child adaptive and cognitive functioning, age, gender, household income, primary insurance, and maternal educational level. The sample was 83% male with a mean age of 24.5 months at ASD diagnosis. Mean Vineland adaptive behavior composite and Bayley cognitive standard scores were 73 and 81, respectively. 90% of children received ASD-specific services. The median intensities for total and ASD-specific services were 22 and 17 h weekly respectively, with 44% of the participants receiving at least 20 h of ASD-specific services weekly. Adjusted regression models found significant associations between lower adaptive scores and increased total and ASD-specific service receipt. Children in insurance-mandated states received a high intensity of intervention after clinical ASD diagnosis. Lower child adaptive functioning was associated with increased service receipt, while socioeconomic factors were not associated. Additional research in other regions and mandate-ineligible populations is needed.
Collapse
Affiliation(s)
- Julia Berg
- Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, USA.
| | | | - Rafael DePillis
- Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, USA
| | - Elizabeth Harstad
- Division of Developmental Medicine, Boston Children's Hospital, Boston, MA, USA
| |
Collapse
|
2
|
Bradshaw J, Eberth JM, Zgodic A, Federico A, Flory K, McLain AC. County-Level Prevalence Estimates of Autism Spectrum Disorder in Children in the United States. J Autism Dev Disord 2024; 54:2710-2718. [PMID: 37142898 PMCID: PMC11019892 DOI: 10.1007/s10803-023-05920-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/02/2023] [Indexed: 05/06/2023]
Abstract
Prevalence estimates of autism spectrum disorder (ASD) point to geographic and socioeconomic disparities in identification and diagnosis. Estimating national prevalence rates can limit understanding of local disparities, especially in rural areas where disproportionately higher rates of poverty and decreased healthcare access exist. Using a small area estimation approach from the 2016-2018 National Survey of Children's Health (N = 70,913), we identified geographic differences in ASD prevalence, ranging from 4.38% in the Mid-Atlantic to 2.71% in the West South-Central region. Cluster analyses revealed "hot spots" in parts of the Southeast, East coast, and Northeast. This geographic clustering of prevalence estimates suggests that local or state-level differences in policies, service accessibility, and sociodemographics may play an important role in identification and diagnosis of ASD.County-Level Prevalence Estimates of Autism Spectrum Disorder in Children in the United States.
Collapse
Affiliation(s)
- Jessica Bradshaw
- Department of Psychology, University of South Carolina, Columbia, SC, USA
| | - Jan M Eberth
- Department of Epidemiology and Biostatistics, University of South Carolina, Columbia, SC, USA
- Rural and Minority Health Research Center, University of South Carolina, Columbia, SC, USA
| | - Anja Zgodic
- Rural and Minority Health Research Center, University of South Carolina, Columbia, SC, USA
| | - Alexis Federico
- Department of Psychology, University of South Carolina, Columbia, SC, USA
| | - Kate Flory
- Department of Psychology, University of South Carolina, Columbia, SC, USA
| | - Alexander C McLain
- Rural and Minority Health Research Center, University of South Carolina, Columbia, SC, USA.
| |
Collapse
|
3
|
Gallin Z, Kolevzon AM, Reichenberg A, Hankerson SH, Kolevzon A. Racial Differences in the Prevalence of Autism Spectrum Disorder: A Systematic Review. J Autism Dev Disord 2024:10.1007/s10803-024-06403-5. [PMID: 38941049 DOI: 10.1007/s10803-024-06403-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/08/2024] [Indexed: 06/29/2024]
Abstract
PURPOSE Racial differences in prevalence rates of autism spectrum disorder (ASD) have shifted in the United States (US) since the 1990s. This review addresses the nature and context of this shift and discusses potential contributing factors and areas for future research. METHODS Seventeen population-based epidemiological birth cohort studies on ASD prevalence in the US that included race as a variable are included in the review. Studies were identified via a keyword search on PubMed. To be included, studies were required to include race or ethnicity as a variable in the prevalence estimates, include at least 1000 cases with autism, and be published in English by June 3rd, 2023. RESULTS Results suggest that in nearly all birth cohorts prior to 2010, ASD prevalence rates were highest among White children. ASD prevalence rates among Black, Hispanic, and Asian/Pacific Islander (API) children (22.3, 22.5, and 22.2 per 1000, respectively) surpassed prevalence rates among White children (21.2 per 1000) in the 2010 birth cohort and continued to increase in the 2012 birth cohorts. CONCLUSIONS There are persistent racial differences in ASD prevalence in the US, and these differences were inverted after 2010, when ASD prevalence among Black, Hispanic, & API children surpassed ASD prevalence among White children. Possible drivers of this racial repatterning of ASD prevalence include changes in ASD screening and diagnosis, changes to health insurance policy, changes to immigration policy, and increased education attainment by minority groups.
Collapse
Affiliation(s)
- Zachary Gallin
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Abraham Reichenberg
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sidney H Hankerson
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Population Health Sciences & Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Alexander Kolevzon
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
| |
Collapse
|
4
|
Sherwood KL, Smith MJ, Eldredge MA. The Need for Technology-Aided Instruction and Intervention Policy for Autistic Youth. JOURNAL OF DISABILITY POLICY STUDIES 2024; 35:54-64. [PMID: 38883993 PMCID: PMC11178338 DOI: 10.1177/10442073221150603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/18/2024]
Abstract
This paper examines current technology-aided instruction and intervention (TAII) available for autistic transition-age youth (TAY) and existing policies that may support or hinder the delivery of these interventions. Specifically, we focus on policies that might influence the delivery of TAII to autistic TAY. After a careful review of the literature, we observed that postsecondary policy guiding the delivery of TAII designed to support autistic TAY is lacking. TAII have demonstrated effectiveness, usability, sustainability, and cost-effectiveness, particularly with this population. We suggest possibilities for future policies to support the development, implementation, and evaluation of TAII for autistic TAY.
Collapse
Affiliation(s)
- Kari L Sherwood
- School of Social Work, University of Michigan; 1080 South University Avenue, Ann Arbor, MI 48109
- Department of Psychology, University of Michigan; 530 Church St., Ann Arbor, MI 48109
| | - Matthew J Smith
- School of Social Work, University of Michigan; 1080 South University Avenue, Ann Arbor, MI 48109
| | - Mary A Eldredge
- St. Mary Mercy Center for Family Care; 37595 W Seven Mile Rd, Livonia, MI 48152
| |
Collapse
|
5
|
Westover AN. The Future of General Psychiatry Must Include Autism Spectrum Disorder and Intellectual Disability. ACADEMIC PSYCHIATRY : THE JOURNAL OF THE AMERICAN ASSOCIATION OF DIRECTORS OF PSYCHIATRIC RESIDENCY TRAINING AND THE ASSOCIATION FOR ACADEMIC PSYCHIATRY 2024:10.1007/s40596-024-01985-9. [PMID: 38782841 DOI: 10.1007/s40596-024-01985-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 05/09/2024] [Indexed: 05/25/2024]
|
6
|
Sesay MM, McCracken CE, Stewart C, Simon G, Penfold R, Ahmedani B, Rossom RC, Lu CY, Beck A, Coleman KJ, Daida Y, Lynch FL, Zeber J, Copeland L, Owen-Smith A. Short report: Transition to International Classification of Diseases, 10th Revision and the prevalence of autism in a cohort of healthcare systems. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2024; 28:1316-1321. [PMID: 38240250 PMCID: PMC11065615 DOI: 10.1177/13623613231220687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2024]
Abstract
LAY ABSTRACT Currently, the prevalence of autism spectrum disorder (henceforth "autism") is 1 in 36, an increasing trend from previous estimates. In 2015, the United States adopted a new version (International Classification of Diseases, 10th Revision) of the World Health Organization coding system, a standard for classifying medical conditions. Our goal was to examine how the transition to this new coding system impacted autism diagnoses in 10 healthcare systems. We obtained information from electronic medical records and insurance claims data from July 2014 through December 2016 for each healthcare system. We used member enrollment data for 30 consecutive months to observe changes 15 months before and after adoption of the new coding system. Overall, the rates of autism per 1000 enrolled members was increasing for 0- to 5-year-olds before transition to International Classification of Diseases, 10th Revision and did not substantively change after the new coding was in place. There was variation observed in autism diagnoses before and after transition to International Classification of Diseases, 10th Revision for other age groups. The change to the new coding system did not meaningfully affect autism rates at the participating healthcare systems. The increase observed among 0- to 5-year-olds is likely indicative of an ongoing trend related to increases in screening for autism rather than a shift associated with the new coding.
Collapse
Affiliation(s)
- Musu M Sesay
- Kaiser Permanente Georgia, Center for Research and Evaluation, Atlanta, GA, USA
| | | | - Christine Stewart
- Kaiser Permanente Washington, Health Research Institute, Seattle, WA, USA
| | - Gregory Simon
- Kaiser Permanente Washington, Health Research Institute, Seattle, WA, USA
| | - Robert Penfold
- Kaiser Permanente Washington, Health Research Institute, Seattle, WA, USA
| | - Brian Ahmedani
- Henry Ford Health System, Center for Health Policy & Health Services Research, Detroit, MI, USA
| | | | - Christine Y Lu
- Harvard Pilgrim Health Care Institute and Harvard Medical School, Boston, MA, USA
| | - Arne Beck
- Kaiser Permanente Colorado, Institute for Health Research, Aurora, CO, USA
| | - Karen J Coleman
- Kaiser Permanente Southern California, Department of Research & Evaluation, Pasadena, CA, USA
| | - Yihe Daida
- Kaiser Permanente Hawaii, Center for Integrated Health Care Research, Honolulu, HI, USA
| | - Frances L Lynch
- Kaiser Permanente Northwest, Center of Health Research, Portland, OR, USA
| | - John Zeber
- University of Massachusetts, Department of Health Promotion & Policy, Amherst, MA, USA
| | - Laurel Copeland
- VA Central Western Massachusetts Healthcare System, Leeds, MA, USA
| | - Ashli Owen-Smith
- Kaiser Permanente Georgia, Center for Research and Evaluation, Atlanta, GA, USA
- Georgia State University, School of Public Health, Atlanta, GA, USA
| |
Collapse
|
7
|
Klusek J, Will E, Moser C, Hills K, Thurman AJ, Abbeduto L, Roberts JE. Predictors, Parental Views, and Concordance Across Diagnostic Sources of Autism in Male Youth with Fragile X Syndrome: Clinical Best Estimate and Community Diagnoses. Res Child Adolesc Psychopathol 2023; 51:989-1004. [PMID: 36867382 PMCID: PMC10795511 DOI: 10.1007/s10802-023-01044-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/15/2023] [Indexed: 03/04/2023]
Abstract
Persons with fragile X syndrome (FXS) with cooccurring autism spectrum disorder (ASD) are at risk for poorer educational, medical, employment, and independent living outcomes. Thus, the identification of ASD in those with FXS is fundamental to ensuring access to appropriate supports to achieve good quality of life. Yet, optimal diagnostic methods and the exact rate of ASD comorbidity remains controversial, and description of ASD identification in the community in FXS has been limited. This study characterized ASD in a sample of 49 male youth with FXS across multiple diagnostic sources: parent-reported community diagnoses, classification derived from ADOS-2 and ADI-R thresholds, and clinical best-estimate classifications from an expert multidisciplinary team. High concordance was found between ADOS-2/ADI-R and clinical best estimate classifications, with both methods supporting ASD in ~ 75% of male youth with FXS. In contrast, 31% had a community diagnosis. Findings supported gross under-identification of ASD in male youth with FXS in community settings; 60% of those who met clinical best estimate criteria for ASD had not received a diagnosis in the community. Moreover, community diagnoses were poorly aligned with the presence of ASD symptoms as perceived by parents and professionals and, unlike clinical best estimate diagnoses, were not associated with cognitive, behavioral, or language features. Findings highlight under-identification of ASD in community settings as a significant barrier to service access for male youth with FXS. Clinical recommendations should emphasize the benefits of seeking a professional ASD evaluation for children with FXS who are noted to display key ASD symptoms.
Collapse
Affiliation(s)
- Jessica Klusek
- Department of Communication Sciences and Disorders, Arnold School of Public Health, University of South Carolina, 1705 College Street, Columbia, SC, 29208, USA.
| | - Elizabeth Will
- Department of Psychology, University of South Carolina, 1512 Pendleton Street, Columbia, SC, 29208, USA
| | - Carly Moser
- Department of Communication Sciences and Disorders, Arnold School of Public Health, University of South Carolina, 1705 College Street, Columbia, SC, 29208, USA
| | - Kimberly Hills
- Department of Psychology, University of South Carolina, 1512 Pendleton Street, Columbia, SC, 29208, USA
| | - Angela John Thurman
- Department of Psychiatry and Behavioral Sciences and MIND Institute, University of California Davis Health, 2825 50th Street, Sacramento, CA, 95817, USA
| | - Leonard Abbeduto
- Department of Psychiatry and Behavioral Sciences and MIND Institute, University of California Davis Health, 2825 50th Street, Sacramento, CA, 95817, USA
| | - Jane E Roberts
- Department of Psychology, University of South Carolina, 1512 Pendleton Street, Columbia, SC, 29208, USA
| |
Collapse
|
8
|
Kester JS, Hill T, Thompson L, Black CL, Coriano VL, Bruton J, Baker CN. Variance in Autism Prevalence: Links With State-Level Autism Resources. JOURNAL OF DISABILITY POLICY STUDIES 2023. [DOI: 10.1177/10442073231156940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/09/2023]
Abstract
The prevalence of autism spectrum disorder (ASD) has varied over time and across the United States. This variability is likely related to external factors, such as regional differences in ASD-related resources. The study reported on here examined the links between ASD prevalence as measured by Individuals with Disabilities Education Act (IDEA) Part B child count data and four aspects of state infrastructure (health care and insurance policies, clinical resources, research infrastructure, and awareness-raising individuals/organizations). This study also investigated whether these constructs varied by geographical region. The data for this study were abstracted from publicly available databases. Information on state infrastructure was gathered from high-quality reports, resource guides, certificant registries, and databases. More comprehensive ASD-relevant insurance and health care policies, more clinical resources, and greater research infrastructure were associated with higher ASD state prevalence rates as measured by the IDEA Part B child count data. Prevalence of ASD was higher in eastern U.S. states compared with southern U.S. states, but state-level ASD resources did not statistically significantly differ across geographic regions. Implications for research, practice, and policy are discussed.
Collapse
|
9
|
Berg KA, Ishler KJ, Lytle S, Kaplan R, Wang F, Olgac T, Miner S, Edguer MN, Biegel DE. "Don't Promise Something You can't Deliver:" Caregivers' Advice for Improving Services to Adolescents and Young Adults with Autism. AUTISM RESEARCH AND TREATMENT 2023; 2023:6597554. [PMID: 36998713 PMCID: PMC10049841 DOI: 10.1155/2023/6597554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 02/01/2023] [Accepted: 02/14/2023] [Indexed: 04/01/2023]
Abstract
Approximately 50,000 youths with autism spectrum disorders (ASD) exit U.S. high schools yearly to enter adult systems of care, many of whom remain dependent on family for day-to-day care and service system navigation. As part of a larger study, 174 family caregivers for adolescents or young adults with ASD were asked what advice they would give service providers about how to improve services for youth with ASD. Reflexive thematic analysis identified a framework of five directives: (1) provide a roadmap to services; (2) improve service access; (3) fill gaps to address unmet needs; (4) educate themselves, their families, and society about autism; and (5) operate from a relationship-building paradigm with families. Education, health, and social service providers, as well as policymakers, can use these directives to better assist youth with ASD and their families in the transition to adulthood.
Collapse
Affiliation(s)
- Kristen A. Berg
- 1Jack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106, USA
- 2Center for Health Care Research and Policy, The MetroHealth System, 2500 MetroHealth Dr, Cleveland, OH 44109, USA
| | - Karen J. Ishler
- 1Jack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106, USA
| | - Sarah Lytle
- 3University Hospitals Cleveland Medical Center, 11100 Euclid Ave, Cleveland, OH 44106, USA
| | - Ronna Kaplan
- 4Cleveland State University, College of Health, 2121 Euclid Ave, Cleveland, OH 44115, USA
| | - Fei Wang
- 1Jack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106, USA
| | - Tugba Olgac
- 1Jack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106, USA
| | - Stacy Miner
- 3University Hospitals Cleveland Medical Center, 11100 Euclid Ave, Cleveland, OH 44106, USA
- 5Frances Payne Bolton School of Nursing, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106, USA
| | - Marjorie N. Edguer
- 1Jack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106, USA
| | - David E. Biegel
- 1Jack, Joseph and Morton Mandel School of Applied Social Sciences, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH 44106, USA
| |
Collapse
|
10
|
Elliott T, Floyd James K, Coleman KJ, Skrine Jeffers K, Nau CL, Choi K. Cross-sectional Comparison of Disparities by Race Using White vs Hispanic as Reference Among Children and Youths With Developmental Disabilities Referred for Speech Therapy. JAMA Netw Open 2022; 5:e2234453. [PMID: 36194413 PMCID: PMC9533182 DOI: 10.1001/jamanetworkopen.2022.34453] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
IMPORTANCE Health care research on racial disparities among children and youths has historically used the White race as a reference category with which other racial and ethnic groups are compared, which may inadvertently set up Whiteness as a standard for health. OBJECTIVE To compare 2 interpretations of an analysis of racial disparities in speech therapy receipt among children and youths with developmental disabilities: a traditional, White-referenced analysis and a Hispanic majority-referenced analysis. DESIGN, SETTING, AND PARTICIPANTS This cross-sectional study used multiple logistic regression to analyze speech therapy referrals for children, adolescents, and transition age youths in an integrated health care system in Southern California from 2017 to 2020. Eligible participants were children and youths up to age 26 years with 1 or more diagnosed intellectual or developmental disability (eg, autism spectrum disorder, speech or language delay, developmental delay, Down syndrome, and others). EXPOSURES Child or youth race and ethnicity as reported by parents or caregivers (Asian, Black and African American, Hispanic and Latinx, American Indian or Alaskan Native, Native Hawaiian or Pacific Islander, White, multiple, and other). MAIN OUTCOMES AND MEASURES Receipt of speech therapy within 1 year of referral. RESULTS A total 66 402 referrals were included; 65 833 referrals (99.1%) were for children under age 17 years, 47 323 (71.3%) were for boys, and 39 959 (60.2%) were commercially insured. A majority of participants were identified as Hispanic (36 705 [55.3%]); 6167 (9.3%) were identified as Asian, 4810 (7.2%) as Black, and 14 951 (22.5%) as White. In the traditional racial disparities model where the reference category was White, referrals of children and youths who identified as Hispanic, Black, Pacific Islander, and other had lower odds of actual receipt of speech therapy compared with referrals for White children and youths (Hispanic: OR, 0.79; 95% CI, 0.75-0.83; Black: OR, 0.72; 95% CI, 0.66-0.78; Pacific Islander: OR, 0.74; 95% CI, 0.57-0.98). When using the majority race group (Hispanic) as the reference category, referrals for children and youths who identified as White (OR, 1.26; 95% CI, 1.20-1.30), Asian (OR, 1.21; 95% CI, 1.12-1.30), and multiracial (OR, 1.35; 95% CI, 1.08-1.71) had higher odds of resulting in actual service receipt in comparison with referrals for Hispanic children and youths. CONCLUSIONS AND RELEVANCE The cross-sectional study demonstrates the value of decentering Whiteness in interpreting racial disparities research and considering racial differences against multiple referents. Racial disparities researchers should consider investigating multiple between-group differences instead of exclusively using White as the default reference category.
Collapse
Affiliation(s)
- Thomas Elliott
- Division of General Internal Medicine & Health Services Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles
| | - Kortney Floyd James
- Division of General Internal Medicine & Health Services Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles
| | - Karen J. Coleman
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
- Southern California Permanente Medical Group, Kaiser Permanente Southern California, Pasadena
| | | | - Claudia L. Nau
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
| | - Kristen Choi
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena
- School of Nursing, University of California, Los Angeles
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles
| |
Collapse
|
11
|
Xu Y, Chen F, Mirza M, Magaña S. Culturally adapting a parent psychoeducational intervention for Chinese immigrant families of young children with autism spectrum disorder. JOURNAL OF POLICY AND PRACTICE IN INTELLECTUAL DISABILITIES 2022. [DOI: 10.1111/jppi.12432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Yue Xu
- Department of Health Sciences Education University of Illinois College of Medicine Rockford Illinois USA
| | - Feifei Chen
- Illinois Leadership Education in Neurodevelopmental Disorder Fellow Chicago Illinois USA
| | - Mansha Mirza
- Department of Disability and Human Development University of Illinois at Chicago Chicago Illinois USA
- Department of Occupational Therapy University of Illinois at Chicago Chicago Illinois USA
| | - Sandy Magaña
- Steve Hicks School of Social work University of Texas at Austin Austin Texas USA
| |
Collapse
|
12
|
Choi KR, Lotfizadah AD, Bhakta B, Pompa-Craven P, Coleman KJ. Concordance between patient-centered and adaptive behavior outcome measures after applied behavior analysis for autism. BMC Pediatr 2022; 22:314. [PMID: 35624439 PMCID: PMC9137129 DOI: 10.1186/s12887-022-03383-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 05/23/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Applied behavior analysis (ABA) is an evidence-based approach to autism spectrum disorder that has been shown in clinical trials to improve child functional status. There is substantial focus in ABA on setting and tracking individualized goals that are patient-centered, but limited research on how to measure progress on such patient-centered outcomes. PURPOSE The purpose of this investigation was to assess concordance between patient-centered and standard outcome measures of treatment progress in a real-world clinical sample of children receiving ABA for autism spectrum disorder. METHODS This observational study used a clinical sample of children ages 3 to 16 years (N = 154) who received 24 months of ABA from an integrated health system. Concordance between three outcome measures after ABA was assessed using a correlation matrix: (1) patient-centered measures of progress on individualized treatment goals, (2) caregiver-centered measure of progress on treatment participation goals, and (3) the Vineland Adaptive Behavior Scales adaptive behavior composite. RESULTS There was limited concordance among measures at both 12 and 24 months of ABA. None of the patient-centered measures showed significant positive correlation with adaptive behavior composite difference scores at either 12 or 24 months, nor did the caregiver measure. The percentage of children achieving clinically meaningful gain on patient-centered goal measures increased between 12 and 24 months of ABA, while the percentage of children achieving clinically meaningful gains in adaptive behavior declined during the same time period. CONCLUSIONS In a health system implementation of ABA, there was limited concordance between patient-centered and standard measures of clinically meaningful treatment progress for children with ASD. Clinicians should have ongoing dialogue with patients and parents/caregivers to ensure that interventions for ASD are resulting in progress towards outcomes that are meaningful to patients and families.
Collapse
Affiliation(s)
- Kristen R Choi
- UCLA School of Nursing, 700 Tiverton Ave, Los Angeles, CA, 90049, USA.
- Department of Health Policy and Management, UCLA Fielding School of Public Health, 650 Charles E Young Dr S, Los Angeles, CA, 90095, USA.
- Department of Research & Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles, Pasadena, CA, 91101, USA.
| | - Amin D Lotfizadah
- Easterseals Southern California, 1063 McGaw Avenue, Suite 100, Irvine, CA, 92614, USA
| | - Bhumi Bhakta
- Department of Research & Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles, Pasadena, CA, 91101, USA
| | - Paula Pompa-Craven
- Easterseals Southern California, 1063 McGaw Avenue, Suite 100, Irvine, CA, 92614, USA
| | - Karen J Coleman
- Department of Research & Evaluation, Kaiser Permanente Southern California, 100 S. Los Robles, Pasadena, CA, 91101, USA
| |
Collapse
|
13
|
Chiri G, Bergey M, Mackie TI. Deserving but not entitled: The social construction of autism spectrum disorder in federal policy. Soc Sci Med 2022; 301:114974. [PMID: 35452891 DOI: 10.1016/j.socscimed.2022.114974] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Revised: 03/30/2022] [Accepted: 04/08/2022] [Indexed: 11/24/2022]
Abstract
Public policies play an influential role in shaping public opinion about health conditions, who is affected by them, and potential pathways for identification and intervention. This study draws upon a social constructionist perspective of policy design and disability to examine how autism spectrum disorder (ASD) has been framed in United States federal legislation. Qualitative content analysis of autism legislation passed between 1973 and 2019 indicates that policies reinforced ASD as a largely medicalized, neurobiological condition of childhood; this was reflected in both the policy aims, sources of knowledge and groups prioritized to address ASD; and the symbolic or material resources committed (or not committed) by enacted federal legislation to specific constituencies. Policy aims of early ASD legislation were symbolic in nature, focusing predominantly on framing children with ASD as a group worthy of public recognition. More recent legislation, in contrast, conferred material resources - albeit in targeted ways. Funding for surveillance and medical research on causation, early detection, treatment, and health professional training were prioritized with little attention to either service delivery needs of individuals with ASD and their families, supports over the lifecourse, or the social factors influencing ASD.
Collapse
Affiliation(s)
- Giuseppina Chiri
- RTI International, Center for the Health of Populations, Waltham, MA, USA.
| | - Meredith Bergey
- Department of Sociology and Criminology, Villanova University, Villanova, PA, USA
| | - Thomas I Mackie
- Department of Health Policy and Management, School of Public Health, State University of New York (SUNY) Downstate Health Sciences University, Brooklyn, NY, USA
| |
Collapse
|
14
|
Choi KR, Bhakta B, Knight EA, Becerra-Culqui TA, Gahre TL, Zima B, Coleman KJ. Patient Outcomes After Applied Behavior Analysis for Autism Spectrum Disorder. J Dev Behav Pediatr 2022; 43:9-16. [PMID: 34342287 PMCID: PMC8702444 DOI: 10.1097/dbp.0000000000000995] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 04/21/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVES The purpose of this study was to examine patterns of service receipt and patient outcomes for children receiving applied behavior analysis (ABA) for autism spectrum disorder (ASD) in an integrated health care system in which commercially insured children were covered by a state autism mandate. METHODS This retrospective, observational study used a random sample of children with ASD (3-17 yrs) who were members of a large integrated health care system in Southern California and referred for ABA between January 2016 and November 2018. From the 4145 children referred, a random stratified sample of 334 was selected to extract data from clinical reports over 24 months of services. The primary outcome measures were time in ABA and child adaptive behavior. RESULTS Thirteen percent of the sample never received ABA after referral. Of those who were referred for ABA, 66% initiated ABA and remained in services for 12 months, whereas less than half (46%) remained in services for 24 months. Having a history of special education was associated with longer time spent in ABA, whereas having a single parent was associated with discontinuation of ABA. A minority of children received a full ABA dose (28%), but the lowest functioning children still experienced clinically significant adaptive behavior gains after 24 months of ABA (p = 0.02). CONCLUSION In a health system implementation of ABA for children with ASD, there were high rates of ABA discontinuation and low ABA dosing. These challenges may diminish the potential benefits of ABA, even in a context in which there is mandated commercial insurance coverage.
Collapse
Affiliation(s)
- Kristen R. Choi
- School of Nursing, University of California, Los Angeles, Los Angeles, California
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Bhumi Bhakta
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | | | - Tracy A. Becerra-Culqui
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
- Southern California Permanente Medical Group, Kaiser Permanente, Pasadena, CA
| | - Teri L. Gahre
- Southern California Permanente Medical Group, Kaiser Permanente, Pasadena, CA
| | - Bonnie Zima
- Center for Health Services and Society, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, California
| | - Karen J. Coleman
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California
- Southern California Permanente Medical Group, Kaiser Permanente, Pasadena, CA
| |
Collapse
|
15
|
Zhang W, Thompson KL, Watson LR, LaForett DR. Health Care Utilization for Privately and Publicly Insured Children During Autism Insurance Reform. J Autism Dev Disord 2021; 52:5042-5049. [PMID: 34816340 DOI: 10.1007/s10803-021-05370-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/10/2021] [Indexed: 11/29/2022]
Abstract
We examined the effects of insurance type on health service utilization among children with autism spectrum disorder (ASD) following autism insurance reform by analyzing the most recent data from the 2019 National Survey of Children's Health. Families with private insurance were less likely to report that their health insurance covered needed services compared to families with public insurance. Privately versus publicly insured children were not significantly different in receiving behavioral or medication treatment, or in parental frustration in efforts to obtain services. However, parents' frustration escalated with increased ASD severity. Findings from this study suggest the need for continuing to improve implementation of health insurance reform legislation and providing adequate ASD-related services for children with private insurance.
Collapse
Affiliation(s)
- Wanqing Zhang
- Department of Allied Health Sciences, School of Medicine, University of North Carolina at Chapel Hill, 321 S. Columbia Street, Chapel Hill, NC, 27599-7122, USA.
| | - Kelsey L Thompson
- Department of Allied Health Sciences, School of Medicine, University of North Carolina at Chapel Hill, 321 S. Columbia Street, Chapel Hill, NC, 27599-7122, USA
| | - Linda R Watson
- Department of Allied Health Sciences, School of Medicine, University of North Carolina at Chapel Hill, 321 S. Columbia Street, Chapel Hill, NC, 27599-7122, USA
| | - Doré R LaForett
- Frank Porter Graham Child Development Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| |
Collapse
|
16
|
Liu G, Velott DL, Kong L, Dick AW, Mandell DS, Stein BD, Murray MJ, Ba DM, Cidav Z, Leslie DL. The Association of the Medicaid 1915(c) Home and Community-Based Services Waivers with Emergency Department Utilization among Youth with Autism Spectrum Disorder. J Autism Dev Disord 2021; 52:1587-1597. [PMID: 33966133 DOI: 10.1007/s10803-021-05060-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/29/2021] [Indexed: 11/30/2022]
Abstract
Using the 2008-2013 Medicaid Analytic eXtract files, this retrospective cohort study was to evaluate the effect of Medicaid home and community-based services (HCBS) waiver programs on emergency department (ED) utilizations among youth with autism spectrum disorder (ASD). Our study showed that the annual ED utilization rates were 13.5% and 18.8% for individuals on autism specific and intellectual and developmental disabilities (IDD) waivers respectively, vs. 28.5% for those without a waiver. Multivariable logistic regression showed that, compared to no waiver, autism specific waivers (adjusted odds ratio: 0.62; 95% Confidence Interval: [0.58-0.66]) and IDD waivers (0.65; [0.64-0.66]) were strongly associated with reduced ED. These findings suggest that HCBS waivers are effective in reducing the incidence of ED visits among youth with ASD.
Collapse
Affiliation(s)
- Guodong Liu
- Department of Public Health Sciences, College of Medicine, Pennsylvania State University, 90 Hope Drive, Hershey, PA, 17033, USA.
| | - Diana L Velott
- Department of Public Health Sciences, College of Medicine, Pennsylvania State University, 90 Hope Drive, Hershey, PA, 17033, USA
| | - Lan Kong
- Department of Public Health Sciences, College of Medicine, Pennsylvania State University, 90 Hope Drive, Hershey, PA, 17033, USA
| | - Andrew W Dick
- The RAND Corporation, 4570 Fifth Ave #600, Pittsburgh, PA, 15213, USA
| | - David S Mandell
- Department of Psychiatry, University of Pennsylvania School of Medicine, 3535 Market Street, Philadelphia, PA, 19104, USA
| | - Bradley D Stein
- The RAND Corporation, 4570 Fifth Ave #600, Pittsburgh, PA, 15213, USA
| | - Michael J Murray
- Department of Psychiatry, College of Medicine, Pennsylvania State University, 500 University Drive, Hershey, PA, 17033, USA
| | - Djibril M Ba
- Department of Public Health Sciences, College of Medicine, Pennsylvania State University, 90 Hope Drive, Hershey, PA, 17033, USA
| | - Zuleyha Cidav
- Department of Psychiatry, University of Pennsylvania School of Medicine, 3535 Market Street, Philadelphia, PA, 19104, USA
| | - Douglas L Leslie
- Department of Public Health Sciences, College of Medicine, Pennsylvania State University, 90 Hope Drive, Hershey, PA, 17033, USA
| |
Collapse
|
17
|
McBain RK, Cantor JH, Kofner A, Callaghan T, Stein BD, Yu H. Generosity of state insurance mandates and growth in the workforce for autism spectrum disorder. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2021; 25:921-931. [PMID: 33274642 PMCID: PMC8089032 DOI: 10.1177/1362361320976744] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
LAY ABSTRACT To improve access to health services for children with autism spectrum disorder, US states have passed laws requiring health insurers to cover autism-related care, commonly known as state insurance mandates. However, the features of mandates differ across states, with some state laws containing very generous provisions and others containing very restrictive provisions such as whether the mandates include children aged above 12 years, whether there is a limit on spending, and whether there are restrictions on the types of services covered. This study examined the relationship between generosity of mandates and growth in the health workforce between 2003 and 2017, a period during which 44 states passed mandates. We found that states that enacted more generous mandates experienced significantly more growth in board-certified behavioral analysts who provide behavioral therapy as well as more growth in child psychiatrists. We did not find differences in the growth of pediatricians, which is a less specialized segment of the workforce. Our findings were consistent across eight different mandate features and suggest that the content of legislation may be as important as whether or not legislation has been passed in terms of encouraging growth in the supply of services for children with autism spectrum disorder.
Collapse
Affiliation(s)
| | | | | | | | | | - Hao Yu
- Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, USA
| |
Collapse
|