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Mendez AI, McQueen E, Gillespie S, Klin A, Klaiman C, Pickard K. Access to Part C, Early Intervention for children younger than 4 years evaluated for autism spectrum disorder. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2024; 28:1431-1440. [PMID: 38360525 DOI: 10.1177/13623613241229150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2024]
Abstract
LAY ABSTRACT Health disparities are defined as preventable differences in the opportunities to achieve optimal health outcomes experienced by marginalized and underrepresented communities. For families with autistic children, health disparities limit accessing early intervention services-which have been found to improve quality of life and other outcomes. One specific early intervention service in the United States is Individuals with Disabilities Education Act, Part C Early Intervention programs, which are federally funded interventions for children birth-to-three with developmental delays. This study adds to this topic by examining which factors impact accessing Part C, Early Intervention services for children who were evaluated for autism. Results showed that only half of the sample received these services despite there being concerns about development for all children. In addition, results showed that those who identified as Black had decreased odds of having accessed Part C, Early Intervention compared to those who identified as White. These results suggest that there are disparities when it comes to accessing important early intervention services that may be negatively impacting the Black autistic community.
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Affiliation(s)
- Adriana I Mendez
- Emory University, USA
- Marcus Autism Center, USA
- Children's Healthcare of Atlanta, USA
| | | | - Scott Gillespie
- Emory University, USA
- Marcus Autism Center, USA
- Children's Healthcare of Atlanta, USA
| | - Ami Klin
- Emory University, USA
- Marcus Autism Center, USA
- Children's Healthcare of Atlanta, USA
| | - Cheryl Klaiman
- Emory University, USA
- Marcus Autism Center, USA
- Children's Healthcare of Atlanta, USA
| | - Katherine Pickard
- Emory University, USA
- Marcus Autism Center, USA
- Children's Healthcare of Atlanta, USA
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Benevides TW, Jaremski JE, Williams ED, Song W, Pham HH, Shea L. Racial and Ethnic Disparities in Community Mental Health Use Among Autistic Adolescents and Young Adults. J Adolesc Health 2024; 74:1208-1216. [PMID: 38493400 DOI: 10.1016/j.jadohealth.2024.01.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 01/25/2024] [Accepted: 01/26/2024] [Indexed: 03/18/2024]
Abstract
PURPOSE The purpose of this cohort study was to evaluate differences in rate of co-occurring mental health (MH) conditions among transition-age autistic youth (TAYA) who are Black, indigenous, and other people of color, and to identify enabling variables associated with any community MH visit in this population. METHODS Medicare-Medicaid Linked Enrollees Analytic Data Source 2012 data were used for this study. TAYA 14-29 years old who received fee-for-service Medicare, Medicaid, or both were included. Predisposing, enabling, and need variables associated with both presence of MH conditions and any community MH visit were examined with general linear modeling. RESULTS N = 122,250 TAYA were included. Black, Asian/Pacific Islander, and Hispanic TAYA were significantly less likely than White TAYA to have a diagnosis of substance-use, depressive, anxiety, attention-deficit hyperactivity disorder, or post-traumatic stress disorders. These groups were also significantly less likely to have had a community MH visit in the past year after controlling for predisposing, enabling, and need variables. Enabling variables associated with greater use of at least one community MH visit included dual enrollment in both Medicare and Medicaid and 12+ months of enrollment in 1115 or 1915(C) Medicaid waivers. DISCUSSION Service delivery factors are an important area of future research, particularly dual enrollment and coverage disparities for Black, indigenous, and other people of color TAYA. Examining coverage of managed care enrollees, including differences by state, may offer additional insights on how these factors impact care.
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Affiliation(s)
- Teal W Benevides
- Institute of Public and Preventive Health, Augusta University, Augusta, Georgia.
| | - Jennifer E Jaremski
- Institute of Public and Preventive Health, Augusta University, Augusta, Georgia
| | - Ed-Dee Williams
- School of Social Work, Boston College, Chestnut Hill, Massachusetts
| | - Wei Song
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, Pennsylvania
| | | | - Lindsay Shea
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, Pennsylvania
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Pang RCC, Ho MSH, Wong PWC. A Review of the Literature on the Multiple Forms of Stigmatization of Caregivers of Children with Autism Among Ethnic Minority Groups. J Racial Ethn Health Disparities 2024; 11:545-559. [PMID: 36877377 DOI: 10.1007/s40615-023-01540-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 02/13/2023] [Accepted: 02/14/2023] [Indexed: 03/07/2023]
Abstract
Multiple forms of stigmatization are experienced by caregivers of children with autism among ethnic minority (EM) groups in various countries. Such forms of stigmatization can lead to delayed assessment and services for mental health among children and caregivers. This review identified the research literature on the types of stigmatization experienced by caregivers of children with autism with an EM background. A total of 19 studies published after 2010 (i.e., 12 from the USA, 2 from the UK, 1 from Canada, and 1 from New Zealand) of caregivers of 20 ethnicities were identified and reviewed, and their reporting qualities systematically also assessed. Four main themes: (1) self-stigma, (2) social stigma, (3) stigma towards EM parents of children on the autism spectrum, and (4) service utilization stigma, and nine sub-themes were identified. The discrimination experienced by caregivers were extracted, synthesized, and further discussed. While the reporting quality of the studies included is good, the depth of the understanding of this under-researched yet important phenomenon is very limited. The multiple forms of stigmatization experiences are complex, and it may be difficult to disentangle whether the causes of stigmatization were autism and/or EM related, and the types of stigmatization can vary enormously among different ethnic groups in different societies. More quantitative studies are needed to quantify the impacts of multiple forms of stigmatization on families of children with autism in EM groups so that more socially inclusive support for caregivers with an EM background in host countries can be developed.
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Affiliation(s)
| | - Mimi S H Ho
- Department of Special Education and Counselling, The Education University of Hong Kong, 10 Lo Ping Road, Tai Po, Hong Kong
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Graaf G, Whitfield E, Snowden L. 1915(c) Medicaid Waivers for Children With Severe Emotional Disturbance: Participant Characteristics, Enrollment, and Out-of-Home Service Use. JOURNAL OF DISABILITY POLICY STUDIES 2023. [DOI: 10.1177/10442073231157347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
Several states have invested in 1915(c) Home and Community Based Service (HCBS) Medicaid policies to improve outcomes and reduce costs for children and youth with significant behavioral health needs, or Severe Emotional Disturbance (SED). However, little is known about these programs and the children they serve. Through a retrospective cross-sectional analysis, this study aimed to understand if the program was successfully reaching its target population: children and youth with the highest clinical need, at the greatest risk for out-of-home care, and who may not otherwise be eligible for Medicaid through other avenues. Results describe the demographic, clinical, and service use characteristics of children and youth enrolled in one SED Waiver program, comparing them with those of similar, non-waiver enrolled children with behavioral health needs. Findings report that the waiver program examined rarely served children and families not otherwise eligible for Medicaid, but that waiver-enrolled children and youth had substantially more severe clinical need, were at higher risk for out-of-home placement and incurred greater public expenditures for service use. Findings suggest the program studied is serving children with more significant psychiatric needs, as the program intends, but points to the need for further research to understand the impacts of such programs on system and clinical outcomes.
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ASD Diagnosis and Treatment Experiences Among Mexican Heritage Families. J Autism Dev Disord 2023; 53:1017-1033. [PMID: 35305543 PMCID: PMC9986214 DOI: 10.1007/s10803-022-05512-3] [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: 03/02/2022] [Indexed: 10/18/2022]
Abstract
To understand the ASD diagnosis and treatment pathways for US families, N = 38 Mexican-heritage mothers were interviewed about how and when they obtained an ASD diagnosis for their children. Most children (84%) were diagnosed between two and three years old. One-third of mothers reported receiving four to seven referrals before diagnosis. Mothers identified multiple diagnosis circumstances including two diagnoses and services offered before diagnosis. A multiple case study design documented the diagnosis and treatment experiences of four representative participants. As compared to previous studies that utilized a deficit lens to rationalize barriers to diagnosis and treatment (e.g., parents not knowledgeable about ASD), these findings revealed a complex understanding of how structural barriers (e.g., immigration status), initial diagnosis rejection among caregivers, and abrupt service cancellation complicated the diagnosis and treatment process. Implications identified suggestions to optimize and streamline ASD diagnosis and treatment pathways for Mexican heritage families.
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Sridhar A, Kuhn J, Faja S, Sabatos-DeVito M, Nikolaeva JI, Dawson G, Nelson CA, Webb SJ, Bernier R, Jeste S, Chawarska K, Sugar CA, Shic F, Naples A, Dziura J, McPartland JC. Patterns of Intervention Utilization Among School-Aged Children with Autism Spectrum Disorder: Findings from a Multi-Site Research Consortium. RESEARCH IN AUTISM SPECTRUM DISORDERS 2022; 94. [PMID: 35444715 PMCID: PMC9015686 DOI: 10.1016/j.rasd.2022.101950] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
When designing and interpreting results from clinical trials evaluating treatments for children on the autism spectrum, a complicating factor is that most children receive a range of concurrent treatments. Thus, it is important to better understand the types and hours of interventions that participants typically receive as part of standard of care, as well as to understand the child, family, and geographic factors that are associated with different patterns of service utilization. In this multi-site study, we interviewed 280 caregivers of 6-to-11-year-old school-aged children on the autism spectrum about the types and amounts of interventions their children received in the prior 6 weeks. Reported interventions were coded as "evidence-based practice" or "other interventions," reflecting the level of empirical support. Results indicated that children received a variety of interventions with varying levels of empirical evidence and a wide range of hours (0 to 79.3 hours/week). Children with higher autism symptom levels, living in particular states, and who identified as non-Hispanic received more evidence-based intervention hours. Higher parental education level related to more hours of other interventions. Children who were younger, had lower cognitive ability, and with higher autism symptom levels received a greater variety of interventions overall. Thus, based on our findings, it would seem prudent when designing clinical trials to take into consideration a variety of factors including autism symptom levels, age, cognitive ability, ethnicity, parent education and geographic location. Future research should continue to investigate the ethnic, racial, and socioeconomic influences on school-aged intervention services.
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Affiliation(s)
- Aksheya Sridhar
- Boston Children's Hospital/Harvard Medical School, Boston, MA, USA
| | | | - Susan Faja
- Boston Children's Hospital/Harvard Medical School, Boston, MA, USA
| | - Maura Sabatos-DeVito
- Department of Psychiatry and Behavioral Sciences, Duke Center for Autism and Brain Development, Duke University, Durham, NC, USA
| | | | - Geraldine Dawson
- Department of Psychiatry and Behavioral Sciences, Duke Center for Autism and Brain Development, Duke University, Durham, NC, USA
| | - Charles A Nelson
- Boston Children's Hospital/Harvard Medical School, Boston, MA, USA
| | - Sara J Webb
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, WA, USA
- Department of Pediatrics, University of Washington School of Medicine, Seattle WA, USA
| | - Raphael Bernier
- Department of Pediatrics, University of Washington School of Medicine, Seattle WA, USA
| | | | | | | | - Frederick Shic
- Center for Child Health, Behavior and Development, Seattle Children's Research Institute, Seattle, WA, USA
- Department of Pediatrics, University of Washington School of Medicine, Seattle WA, USA
| | | | - James Dziura
- Yale Center for Analytical Sciences, New Haven, CT USA
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Kalb LG, Singh V, Hong JS, Holingue C, Ludwig NN, Pfeiffer D, Reetzke R, Gross AL, Landa R. Analysis of Race and Sex Bias in the Autism Diagnostic Observation Schedule (ADOS-2). JAMA Netw Open 2022; 5:e229498. [PMID: 35471566 PMCID: PMC9044110 DOI: 10.1001/jamanetworkopen.2022.9498] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE There are long-standing disparities in the prevalence of autism spectrum disorder (ASD) across race and sex. Surprisingly, few studies have examined whether these disparities arise partially out of systematic biases in the Autism Diagnostic Observation Schedule, Second Edition (ADOS-2), the reference standard measure of ASD. OBJECTIVE To examine differential item functioning (DIF) of ADOS-2 items across sex and race. DESIGN, SETTING, AND PARTICIPANTS This is a cross-sectional study of children who were evaluated for ASD between 2014 and 2020 at a specialty outpatient clinic located in the Mid-Atlantic region of the US. Data were analyzed from July 2021 to February 2022. EXPOSURES Child race (Black/African American vs White) and sex (female vs male). MAIN OUTCOMES AND MEASURES Item-level biases across ADOS-2 harmonized algorithm items, including social affect (SA; 10 items) and repetitive/restricted behaviors (RRBs; 4 items), were evaluated across 3 modules. Measurement bias was identified by examining DIF and differential test functioning (DTF), within a graded response, item response theory framework. Statistical significance was determined by a likelihood ratio χ2 test, and a series of metrics was used to examine the magnitude of DIF and DTF. RESULTS A total of 6269 children (mean [SD] age, 6.77 [3.27] years; 1619 Black/African American [25.9%], 3151 White [50.3%], and 4970 male [79.4%]), were included in this study. Overall, 16 of 140 ADOS-2 diagnostic items (11%) had a significant DIF. For race, 8 items had a significant DIF, 6 of which involved SA. No single item showed DIF consistently across all modules. Most items with DIF had greater difficulty and poorer discrimination in Black/African American children compared with White children. For sex, 5 items showed significant DIF. DIF was split across SA and RRB. However, hand mannerisms evidenced DIF across all 5 algorithms, with generally greater difficulty. The magnitude of DIF was only moderate to large for 2 items: hand mannerisms (among female children) and repetitive interests (among Black/African American children). The overall estimated effect of DIF on total DTF was not large. CONCLUSIONS AND RELEVANCE These findings suggest that the ADOS-2 does not have widespread systematic measurement bias across race or sex. However, the findings raise some concerns around underdetection that warrant further research.
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Affiliation(s)
- Luther G. Kalb
- Center for Autism and Related Disorders, Kennedy Krieger Institute, Baltimore, Maryland
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Department of Neuropsychology, Kennedy Krieger Institute, Baltimore, Maryland
| | - Vini Singh
- Center for Autism and Related Disorders, Kennedy Krieger Institute, Baltimore, Maryland
| | - Ji Su Hong
- Center for Autism and Related Disorders, Kennedy Krieger Institute, Baltimore, Maryland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Calliope Holingue
- Center for Autism and Related Disorders, Kennedy Krieger Institute, Baltimore, Maryland
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Department of Neuropsychology, Kennedy Krieger Institute, Baltimore, Maryland
| | - Natasha N. Ludwig
- Department of Neuropsychology, Kennedy Krieger Institute, Baltimore, Maryland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Danika Pfeiffer
- Center for Autism and Related Disorders, Kennedy Krieger Institute, Baltimore, Maryland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Rachel Reetzke
- Center for Autism and Related Disorders, Kennedy Krieger Institute, Baltimore, Maryland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Alden L. Gross
- Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
- Center on Aging and Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Rebecca Landa
- Center for Autism and Related Disorders, Kennedy Krieger Institute, Baltimore, Maryland
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Song W, Salzer MS, Nonnemacher SL, Shea L. Lifespan service receipt and unmet needs among individuals on the autism spectrum. ADMINISTRATION AND POLICY IN MENTAL HEALTH AND MENTAL HEALTH SERVICES RESEARCH 2022; 49:694-705. [PMID: 35320442 DOI: 10.1007/s10488-022-01192-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/15/2022] [Indexed: 01/18/2023]
Abstract
Timely data on service use and needs across the lifespan are essential to developing an effective and efficient service delivery system that is responsive to developmental issues. This study uses data from one of the largest statewide surveys conducted between 2017 and 2018 to compare service use and unmet needs among individuals on the autism spectrum across the lifespan. A statewide sample of 5792 caregivers of autistic children and adults were included in the study. Logistic regressions were conducted to compare service use and need among six age groups ranging from early childhood (0-5 years) to later adulthood (31+) while adjusting for sociodemographic characteristics. We found that the transition-age adult group (18-21 years) was less likely to receive services, including speech/language therapy, occupational therapy, one-on-one support, and social skill training, than adolescents. However, case management and mental health services increased with age. Young adults (22-30 years) were more likely to report unmet needs than both adolescents and transition-age adult groups. The use of services overall decrease and service needs increased compared to results from an earlier statewide survey that was conducting in 2009-2010. These results can be used to inform developmentally appropriate autism-related healthcare policies and service development and delivery. This study offers a more detailed look at differences between adult age subgroups that are novel. Further research is needed about the prevalence of ASD in adulthood, clinical trajectories, and outcomes in order to support autistic adults in getting the appropriate services and supports.
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Affiliation(s)
- Wei Song
- College of Public Health, Temple University, 1700 N. Broad St., Suite 313, 19122, Philadelphia, PA, USA.
| | - Mark S Salzer
- Temple University Collaborative on Community Inclusion of Individuals with, Psychiatric Disabilities, 1700 N. Broad St., Suite 304, 19122, Philadelphia, PA, USA
| | - Stacy L Nonnemacher
- Bureau of Supports for Autism and Special Populations, Department of Human Services, 801 Market St, 19107, Philadelphia, Pennsylvania, PA, USA
| | - Lindsay Shea
- Policy and Analytics Center, A.J. Drexel Autism Institute, Drexel University, 3020 Market Street, Suite 560, 19104, Philadelphia, PA, USA
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Schott W, Tao S, Shea L. Co-occurring conditions and racial-ethnic disparities: Medicaid enrolled adults on the autism spectrum. Autism Res 2022; 15:70-85. [PMID: 34854249 PMCID: PMC8812993 DOI: 10.1002/aur.2644] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 09/19/2021] [Accepted: 11/16/2021] [Indexed: 01/03/2023]
Abstract
Evidence suggests that autistic adults have higher odds of developing several co-occurring conditions, but less is known about disparities by race and ethnicity in this population. Using 2008-2012 Medicaid Analytic eXtract (MAX) data, we (i) identify the prevalence of co-occurring conditions among the population of autistic adult Medicaid beneficiaries compared to a matched sample of those without an autism spectrum disorder (ASD) diagnosis, (ii) conduct logistic regression to estimate odds ratios for these health conditions predicted by an autism diagnosis, and (iii) estimate odds of having these health conditions as predicted by racial/ethnic group among the autistic population only. Overall, autistic adults did not have higher prevalence of some major health conditions (cardiovascular conditions, stroke, cancer, cardiovascular disease), but they did have higher odds of others (nutrition conditions, epilepsy, disorders of the central nervous system). Analysis by racial/ethnic group, however, shows that Black, Hispanic, and Asian autistic beneficiaries had higher odds of diabetes, hospitalized cardiovascular diseases, and hypertension, among other conditions. Policymakers should be aware that racial disparities found in the general population persist in the autistic population and should work to implement systems and programs to improve screening and preventive care for minority autistic populations. LAY SUMMARY: Autistic adults may have several co-occurring physical and mental health conditions, which could differ by racial/ethnic group. We find that, compared to the general Medicaid population, autistic adult Medicaid beneficiaries have elevated odds of some health conditions, like epilepsy and nutrition conditions, as well as some psychiatric conditions, such as anxiety and attention disorders. We also find that many of the same health disparities by racial/ethnic group in the general population persist among the autistic adult Medicaid population. For example, Black, Hispanic, and Asian Medicaid autistic beneficiaries have higher odds of diabetes, and Black and Hispanic autistic beneficiaries have higher odds of obesity and nutrition conditions than white autistic beneficiaries.
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Affiliation(s)
- Whitney Schott
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, PA, 3020 Market Street, Ste 560, Philadelphia, PA 19104
| | - Sha Tao
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, PA, 3020 Market Street, Ste 560, Philadelphia, PA 19104
| | - Lindsay Shea
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, PA, 3020 Market Street, Ste 560, Philadelphia, PA 19104
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Shea LL, Koffer Miller KH, Verstreate K, Tao S, Mandell D. States' use of Medicaid to meet the needs of autistic individuals. Health Serv Res 2021; 56:1207-1214. [PMID: 34251042 DOI: 10.1111/1475-6773.13671] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Revised: 04/21/2021] [Accepted: 04/22/2021] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE To assess the use of Medicaid programs, including waivers, to address the needs of aging autistic individuals. DATA SOURCES We gathered data on Medicaid programs in place between 2004 and 2015 for 50 states and the District of Columbia from the Centers for Medicare and Medicaid Services website, by contacting state Medicaid administrators and advocacy groups, and by reviewing the Medicaid Analytic eXtract Waiver Crosswalk. STUDY DESIGN This retrospective analysis classified each Medicaid program and documented state changes over time in eligibility criteria: those serving autism spectrum disorder only, autism spectrum disorder or intellectual disability, and intellectual disability only. DATA COLLECTION/EXTRACTION METHODS We captured age and diagnosis eligibility criteria for Medicaid programs serving any of the three target groups. PRINCIPAL FINDINGS A total of 269 Medicaid programs met our criteria and most programs (51%) were 1915(c) waivers. The number of autism-specific 1915(c) waivers grew more than fivefold during the study period, outpacing increases in waivers serving individuals with intellectual disability. CONCLUSIONS States varied in their use of Medicaid to address the needs of the aging autism population. Further study of characteristics of states that changed their Medicaid programs, and of the health care use and outcomes associated with these changes, are needed to identify opportunities to replicate effective approaches to meeting the needs of this population.
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Affiliation(s)
- Lindsay Lawer Shea
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, Pennsylvania, USA
| | | | - Kate Verstreate
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, Pennsylvania, USA
| | - Sha Tao
- A.J. Drexel Autism Institute, Drexel University, Philadelphia, Pennsylvania, USA
| | - David Mandell
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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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.
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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
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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] [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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13
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Bilaver LA, Sobotka SA, Mandell DS. Understanding Racial and Ethnic Disparities in Autism-Related Service Use Among Medicaid-Enrolled Children. J Autism Dev Disord 2020; 51:3341-3355. [PMID: 33219917 DOI: 10.1007/s10803-020-04797-6] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/11/2020] [Indexed: 01/30/2023]
Abstract
Racial and ethnic disparities in the use of nine common autism-related services among Medicaid-enrolled children with autism spectrum disorder (ASD) were examined, distinguishing between school and other community-based outpatient settings. Using 2012 Medicaid Analytic Extract data, we identified 117,848 continuously enrolled children with ASD. Several racial and ethnic disparities were found, varying by geography. Black, Asian, and Native American/Pacific Islanders received fewer outpatient services compared with white children, but there was no disparity for Latinx children. Black and Asian children received more school-based services than white children. Disparities in case management/care coordination services were largest and present in each minority group. Geographic variation in receipt of services suggests targets for policy intervention to improve access for minorities with ASD.
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Affiliation(s)
- Lucy A Bilaver
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, 633 N St. Clair, 20th floor, Chicago, IL, 60611, USA.
| | - Sarah A Sobotka
- Section of Developmental and Behavioral Pediatrics, Department of Pediatrics, The University of Chicago, 950 East 61st Street, Suite 207, Chicago, IL, 60637, USA
| | - David S Mandell
- Department of Psychiatry, Penn Center for Mental Health, University of Pennsylvania Perelman School of Medicine, 3535 Market Street, 3rd Floor, Philadelphia, PA, 19104, USA
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14
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Healthcare Costs of Pediatric Autism Spectrum Disorder in the United States, 2003-2015. J Autism Dev Disord 2020; 51:2950-2958. [PMID: 33113106 DOI: 10.1007/s10803-020-04704-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Published healthcare cost estimates for children with autism spectrum disorder (ASD) vary widely. One possible contributor is different methods of case ascertainment. In this study, ASD case status was determined using two sources of parent reports among 45,944 children ages 3-17 years in the Medical Expenditure Panel Survey (MEPS) linked to the National Health Interview Survey (NHIS) Sample Child Core questionnaire. In a two-part regression model, the incremental annual per-child cost of ASD relative to no ASD diagnosis was $3930 (2018 US dollars) using ASD case status from the NHIS Child Core and $5621 using current-year ASD case status from MEPS. Both estimates are lower than some published estimates but still represent substantial costs to the US healthcare system.
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15
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LaClair M, Mandell DS, Dick AW, Iskandarani K, Stein BD, Leslie DL. The effect of Medicaid waivers on ameliorating racial/ethnic disparities among children with autism. Health Serv Res 2019; 54:912-919. [PMID: 31132161 PMCID: PMC6606603 DOI: 10.1111/1475-6773.13176] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE To examine the effects of Medicaid Home and Community-based Services (HCBS) waivers on reducing racial/ethnic disparities in unmet need for services among families of children with autism spectrum disorder (ASD). DATA SOURCES Data from the 2003, 2007, and 2011 waves of the National Survey of Children's Health and the 2005 and 2010 waves of the National Survey of Children with Special Health Care Needs were used. Data on waiver characteristics were collected from source materials that were submitted in support of each state's waiver application. Waiver characteristics were combined to create a single waiver generosity variable. STUDY DESIGN Quasi-difference-in-difference-in-difference models were used to determine the effect of waiver generosity on racial/ethnic disparities in unmet need among children with ASD. PRINCIPAL FINDINGS Increased waiver generosity was associated with significantly reduced odds of having unmet need for black children with ASD compared with white children with ASD. Unmet needs among black children with ASD were roughly cut in half, a 13 percentage point decrease, with the implementation of an average generosity waiver. No significant differences were seen for Hispanic ethnicity. CONCLUSION These findings suggest that Medicaid HCBS waivers have the potential to ameliorate disparities in unmet need among children with ASD. Future policy development should focus on replicating the most effective characteristics of these waivers.
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Affiliation(s)
- Michelle LaClair
- Department of Public Health SciencesPenn State College of MedicineHersheyPennsylvania
| | - David S. Mandell
- Department of PsychiatryUniversity of PennsylvaniaPhiladelphiaPennsylvania
| | | | - Khaled Iskandarani
- Department of Public Health SciencesPenn State College of MedicineHersheyPennsylvania
| | - Bradley D. Stein
- RAND CorporationPittsburghPennsylvania
- University of Pittsburgh School of MedicinePittsburghPennsylvania
| | - Douglas L. Leslie
- Department of Public Health SciencesPenn State College of MedicineHersheyPennsylvania
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