The associations between autistic characteristics and microtransaction spending.

Microtransactions provide optional, virtual, video game goods that, for an additional cost to the player, provide additional game content and alter the gameplay experience. Loot boxes-a specific form of microtransaction-offer randomised rewards in exchange for payment, and are argued to be structurally and psychologically similar to gambling. Nascent research suggests that a link exists between autism and both problematic gaming and problematic gambling. Here, we investigated the relationships between autistic characteristics and experiences, and excessive video gaming and microtransaction expenditure. A sample of 1178 adults from Australia, Aotearoa, and The United States were recruited from Prolific Academic, and completed a survey measuring in-game expenditure, autistic characteristics and experiences, problematic gaming, problematic gambling, and risky loot box use. Analyses showed positive associations between autistic characteristics and experiences with problematic gaming and problem gambling symptomatology. However, results also showed a small, negative association between autistic characteristics and experiences and spending on loot boxes when problem gambling symptoms, problematic gaming, and risky loot box use were statistically controlled for. These results suggest that autistic gamers may be vulnerable to problematic gaming and gambling, but that this effect does not extend to the purchasing of microtransactions.

Racial and ethnic disparities in benefits eligibility and spending among adults on the autism spectrum: A cohort study using the Medicare Medicaid Linked Enrollees Analytic Data Source.

BACKGROUND: Research on children and youth on the autism spectrum reveal racial and ethnic disparities in access to healthcare and utilization, but there is less research to understand how disparities persist as autistic adults age. We need to understand racial-ethnic inequities in obtaining eligibility for Medicare and/or Medicaid coverage, as well as inequities in spending for autistic enrollees under these public programs. METHODS: We conducted a cross-sectional cohort study of U.S. publicly-insured adults on the autism spectrum using 2012 Medicare-Medicaid Linked Enrollee Analytic Data Source (n = 172,071). We evaluated differences in race-ethnicity by eligibility (Medicare-only, Medicaid-only, Dual-Eligible) and spending. FINDINGS: The majority of white adults (49.87%) were full-dual eligible for both Medicare and Medicaid. In contrast, only 37.53% of Black, 34.65% Asian/Pacific Islander, and 35.94% of Hispanic beneficiaries were full-dual eligible for Medicare and Medicare, with most only eligible for state-funded Medicaid. Adjusted logistic models controlling for gender, intellectual disability status, costly chronic condition, rural status, county median income, and geographic region of residence revealed that Black beneficiaries were significantly less likely than white beneficiaries to be dual-eligible across all ages. Across these three beneficiary types, total spending exceeded $10 billion. Annual total expenditures median expenditures for full-dual and Medicaid-only eligible beneficiaries were higher among white beneficiaries as compared with Black beneficiaries. CONCLUSIONS: Public health insurance in the U.S. including Medicare and Medicaid aim to reduce inequities in access to healthcare that might exist due to disability, income, or old age. In contrast to these ideals, our study reveals that racial-ethnic minority autistic adults who were eligible for public insurance across all U.S. states in 2012 experience disparities in eligibility for specific programs and spending. We call for further evaluation of system supports that promote clear pathways to disability and public health insurance among those with lifelong developmental disabilities.

Patient outcomes associated with tailored hospital programs for intellectual disabilities.

OBJECTIVES: Hospitals have begun designing programs tailored to patients with intellectual disabilities to address their specific healthcare needs and social determinants of health. This study aimed to determine whether these programs improve hospital outcomes for patients with intellectual disabilities. STUDY DESIGN: This cross-sectional, retrospective study analyzed data for patients with a primary or secondary diagnosis of intellectual disability and/or autism who were discharged from 5 hospitals participating in Vizient's Clinical Data Base/Resource Manager between January 2010 and September 2018. METHODS: Generalized linear regression models were constructed to test the association between tailored program status and length of stay, cost, and cost per day, and a binary logistic regression model was constructed to test the association between tailored program status and 30-day readmission. A secondary analysis stratified patients by 3M All Patient Refined Diagnosis Related Groups grouper (the standard for inpatient classification) admission severity of illness (ASOI) score. RESULTS: Of the 6618 patients included in the study, 29% were treated at hospitals with tailored programs. After controlling for patient demographic characteristics and clinical factors, patients treated at hospitals without programs had higher total costs (relative risk [RR], 1.06; P = .038) and cost per day (RR, 1.11; P <.001). Patients with an extreme ASOI score who were treated at hospitals without programs had significantly longer stays (RR, 1.38; P = .001), higher total cost (RR, 1.42; P <.001), and higher cost per day (RR, 1.10; P = .025) than patients treated at hospitals with programs. CONCLUSIONS: Providing tailored programs for patients with intellectual disabilities is a promising strategy for improving inpatient care for this population.

California Autism Prevalence by County and Race/Ethnicity: Declining Trends Among Wealthy Whites.

County-level ASD prevalence was estimated using an age-resolved snapshot from the California Department of Developmental Services (DDS) for birth years 1993-2013. ASD prevalence increased among all children across birth years 1993-2000 but plateaued or declined thereafter among whites from wealthy counties. In contrast, ASD rates increased continuously across 1993-2013 among whites from lower income counties and Hispanics from all counties. Both white ASD prevalence and rate of change in prevalence were inversely correlated to county income from birth year 2000-2013 but not 1993-2000. These disparate trends within the dataset suggest that wealthy white parents, starting around 2000, may have begun opting out of DDS in favor of private care and/or making changes that effectively lowered their children's risk of ASD.

Economic burdens on parents of children with autism: a literature review.

This review aims to summarize evidence from published articles regarding the economic burdens on parents of children diagnosed with autism to elaborate on current research status, discern key findings and provide suggestions for future studies. A total of 1024 records were identified through our systematic literature research, and 33 studies were included in the review. The 33 included studies reported findings from 10 different countries around the world. These articles (published from 2003 to 2017) used a variety of research methods, including quantitative (n = 26), qualitative (n = 4), and mixed (n = 3) study designs. In summary, parents of autistic children were susceptible to adverse employment impacts and increased financial burdens, especially mothers. More attention should be given to the development of appropriate medical resource allocation and the alleviation of economic burdens on parents of children with autism.

Autism Prevalence in the Medicaid Program and Healthcare Utilization and Costs Among Adult Enrollees Diagnosed with Autism.

As the number of individuals diagnosed with autism increases, there is an increase in demand to provide support throughout their lifespan. This study aimed to: (1) estimate trends in the prevalence of autism diagnoses and medical services use in adults with autism diagnoses; (2) assess predictors of healthcare utilization and costs among adults with autism diagnoses enrolled in Medicaid. A retrospective analysis of 2006-2008 Medicaid claims for 39 states was conducted. There was a 38% increase in the prevalence of autism diagnoses from 2006 to 2008. Total expenditures and outpatient and ER visits varied significantly by demographic variables.

Utilization and medical costs of outpatient rehabilitation among children with autism spectrum conditions in Taiwan.

BACKGROUND: We examined the utilization of rehabilitation resources among children with autism spectrum condition (ASC), a neurodevelopmental condition, in Taiwan. METHODS: We derived from the National Health Insurance Research Database of Taiwan data pertaining to 3- to 12-year-old children for the period 2008-2010. Based on diagnoses executed in accordance with the International Classification of Diseases, Ninth Revision, Clinical Modification, we classified these data into the ASC and non-ASC groups and analyzed them through multiple linear regression model, negative binomial model, independent sample t testing, and χ2 testing. RESULTS: Compared with the non-ASC group, the ASC group exhibited higher utilization of rehabilitation resources. Because hospitals are constrained by overall expenditure limits, expenditure on rehabilitation resources has plateaued, preventing any increase in the utilization of rehabilitation resources. In our ASC group, preschool-aged children significantly outnumbered (p < 0.001) school-aged children. When stratified by the hospital level, district hospitals reported the highest utilization (p < 0.001). When stratified by region, the highest utilization was in Taipei, whereas the lowest was in the East region (p < 0.001). The total annual cost, average frequency of visits, utilization of rehabilitation resources, and average cost were all affected by such elements as patient demographics, hospital type and location (p < 0.001). CONCLUSIONS: For improving treatment outcomes among children with ASC and decreasing treatment expenditure, policies that promote the timely ASC detection and treatment should be implemented.

The Economic Costs of Autism Spectrum Disorder: A Literature Review.

Autism is associated with a range of costs. This paper reviews the literature on estimating the economic costs of autism spectrum disorder (ASD). More or less 50 papers covering multiple countries (US, UK, Australia, Canada, Sweden, the Netherlands, etc.) were analysed. Six types of costs are discussed in depth: (i) medical and healthcare service costs, (ii) therapeutic costs, (iii) (special) education costs, (iv) costs of production loss for adults with ASD, (v) costs of informal care and lost productivity for family/caregivers, and (vi) costs of accommodation, respite care, and out-of-pocket expenses. A general finding is that individuals with ASD and families with children with ASD have higher costs. Education costs appear to be a major cost component for parents with children with ASD.

Informal Support, Health, and Burden Among Parents of Adult Children With Autism.

BACKGROUND AND OBJECTIVES: Many adults with autism spectrum disorders require lifelong reliance on caregiver support. As these caregivers age and experience health challenges, social support can be critical. This study seeks to understand if caregiver health moderates the relationship between informal social support and caregiver burden. RESEARCH DESIGN AND METHODS: A total of 320 parents (age 50+ years) of adult children diagnosed with ASD were recruited from autism organizations and support groups and completed a web-based survey. Separate moderation analyses were used to determine if caregiver health was moderating the relationship between informal social support and composite caregiver burden, as well as the separate domains of developmental, time dependence, emotional burden, and impact of caregiving on finances. For each analysis, perceptions of available informal social support were the independent variable, composite and domains of caregiver burden were dependent variables, and parents' self-reported general health was the moderating variable. RESULTS: Caregiver health had a statistically significant moderating effect when predicting the relationships between informal social support and composite caregiver burden, as well as time dependence burden and impact of caregiving on finances. DISCUSSION AND IMPLICATIONS: Increased attention should be focused on supporting the current and future needs of both aging caregivers and their adult children with ASD. Future research on the dynamics of social support, health, and burden is also urgently needed to address the growing number of aging caregivers of adults diagnosed with ASD.

The association between socioeconomic status and autism diagnosis in the United Kingdom for children aged 5-8 years of age: Findings from the Born in Bradford cohort.

There has been recent interest in the relationship between socioeconomic status and the diagnosis of autism in children. Studies in the United States have found lower rates of autism diagnosis associated with lower socioeconomic status, while studies in other countries report no association, or the opposite. This article aims to contribute to the understanding of this relationship in the United Kingdom. Using data from the Born in Bradford cohort, comprising 13,857 children born between 2007 and 2011, it was found that children of mothers educated to A-level or above had twice the rate of autism diagnosis, 1.5% of children (95% confidence interval: 1.1%, 1.9%) compared to children of mothers with lower levels of education status 0.7% (95% confidence interval: 0.5%, 0.9%). No statistically significant relationship between income status or neighbourhood material deprivation was found after controlling for mothers education status. The results suggest a substantial level of underdiagnosis for children of lower education status mothers, though further research is required to determine the extent to which this is replicated across the United Kingdom. Tackling inequalities in autism diagnosis will require action, which could include increased education, awareness, further exploration of the usefulness of screening programmes and the provision of more accessible support services.

Changes in spending and service use after a state autism insurance mandate.

Almost all states have insurance coverage mandates for childhood autism spectrum disorder treatment, yet little is known about how mandates affect spending and service use. We evaluated a 2011 Kansas law mandating comprehensive coverage of autism spectrum disorder treatments in the State Employee Health Plan. Data were extracted from the Kansas All-Payer Claims Database from 2009 to 2013 for enrollees of State Employee Health Plan and private health plans. The sample included children aged 0-18 years with >2 claims with an autism spectrum disorder diagnosis insured through State Employee Health Plan or a comparison group enrolled through private health plans. We estimated differences-in-differences regression models to compare trends among State Employee Health Plan to privately insured children. Average annual total spending on autism spectrum disorder services increased by US$912 (95% confidence interval: US$331-US$1492) and average annual out-of-pocket spending on autism spectrum disorder services increased by US$138 (95% confidence interval: US$53-US$223) among diagnosed children in the State Employee Health Plan relative to the comparison group following the mandate, representing 92% and 75% increases over baseline total and out-of-pocket autism spectrum disorder spending, respectively. Average annual quantity of outpatient autism spectrum disorder services increased by 15.0 services (95% confidence interval: 8.4-21.6) among children in the State Employee Health Plan, more than doubling the baseline average. Implementation of a comprehensive autism spectrum disorder mandate in the Kansas State Employee Health Plan was associated with substantial increases in service use and spending for autism spectrum disorder treatment among autism spectrum disorder-diagnosed children.

Analyzing State Autism Private Insurance Mandates for Allied Health Services: A Pilot Study.

Due to the prevalence, severity, and costs associated with autism spectrum disorders (ASDs), it has become a public health issue. In response, state governments have adopted ASD-specific private insurance mandates requiring coverage of ASD screening, diagnosis, and treatment. Despite rapid uptake of these laws, differences exist in the type and levels of coverage, especially for allied health services including occupational therapy. We piloted a structured legal research methodology to code ASD insurance mandates that impact allied health service provisions. State private insurance mandates were obtained from WestlawNext. A coding methodology was piloted on 14 states and included variables for age and service limits, treatments covered, and medical necessity. Coding methods were feasible and highly reliable among raters. Ten of 12 states had a coverage mandate, many with specific provisions for allied health providers. A full analysis of all 50 states is warranted to identify provisions affecting allied health providers serving individuals with ASD.

Impact of a Complex Care Management Model on Cost and Utilization Among Adolescents and Young Adults with Special Care and Health Needs.

Adolescents and young adults with special care and health needs in the United States-many of whom have Medicaid coverage-at the transition phase between pediatric and adult care often experience critical care gaps. To address this challenge, a new model-referred to as Comprehensive Care Clinic (CCC)-has been developed and implemented by Geisinger Health System since 2012. CCC comprises a care team, consisting of a generalist physician, advanced practitioner, pharmacist, and a nurse case manager, that develops and closely follows a coordinated care plan. This study examines the CCC impact on total cost of care and utilization by analyzing Geisinger Health Plan claims data obtained from 83 Medicaid patients enrolled in CCC. A set of multivariate regression models with patient fixed effects was estimated to obtain adjusted differences in cost and acute care utilization between the months in which the patients were enrolled and the months not enrolled in CCC. The results indicate that CCC enrollment was associated with a 28% reduction in per-member-per-month total cost ($3931 observed vs. $5451 expected; P = 0.028), driven by reductions in hospitalization and emergency department visits. This finding suggests a clinical redesign focused on adolescent and young adults with complex care needs can potentially reduce total cost and acute care utilization among such patients.

Do Insurance Mandates Affect Racial Disparities in Outcomes for Children with Autism?

Objective The study investigated whether state mandates for private insurers to provide services for children with autism influence racial disparities in outcomes. Methods The study used 2005/2006 and 2009/2010 waves of the National Survey of Children with Special Health Care Needs. Children with a current diagnosis of autism were included in the sample. Children residing in 14 states and the District of Columbia that were not covered by the mandate in the 2005/2006 survey, but were covered in the 2009/2010 survey, served as the mandate group. Children residing in 32 states that were not covered by a mandate in either wave served as the comparison group. Outcome measures assessed included care quality, family economics, and child health. A difference-in-difference-in-differences (DDD) approach was used to assess the impact of the mandates on racial disparities in outcomes. Results Non-white children had less access to family-centered care compared to white children in both waves of data, but this difference was not apparent across mandate and comparison states as only the comparison states had significant differences. Parents of non-white children reported paying less in annual out-of-pocket expenses compared to parents of white children across waves and groups. DDD estimates did not provide evidence that the mandates had statistically significant effects on improving or worsening racial disparities for any outcome measure. Conclusions This study did not find evidence that state mandates on private insurers affected racial disparities in outcomes for children with autism.

Environmental Enrichment Therapy for Autism: Outcomes with Increased Access.

We have previously shown in two randomized clinical trials that environmental enrichment is capable of ameliorating symptoms of autism spectrum disorder (ASD), and in the present study, we determined whether this therapy could be effective under real-world circumstances. 1,002 children were given daily Sensory Enrichment Therapy, by their parents, using personalized therapy instructions given over the Internet. Parents were asked to assess the symptoms of their child every 2 weeks for up to 7 months. An intention-to-treat analysis showed significant overall gains for a wide range of symptoms in these children, including learning, memory, anxiety, attention span, motor skills, eating, sleeping, sensory processing, self-awareness, communication, social skills, and mood/autism behaviors. The children of compliant caregivers were more likely to experience a significant improvement in their symptoms. The treatment was effective across a wide age range and there was equal progress reported for males and females, for USA and international subjects, for those who paid and those who did not pay for the therapy, and for individuals at all levels of initial symptom severity. Environmental enrichment, delivered via an online system, therefore appears to be an effective, low-cost means of treating the symptoms of ASD.

Spending by California's Department of Developmental Services for Persons with Autism across Demographic and Expenditure Categories.

BACKGROUND: Few autism spectrum disorder (ASD) studies have estimated non-medical costs for treatment or addressed possible differences in provision of services across gender, race-ethnic, age or demographic or expenditure categories, especially among adults. METHODS: The California Department of Developmental Services (CDDS) provides services to residents with developmental disabilities. CDDS provided aggregate data on primarily non-medical spending for fiscal year 2012-2013 for persons with ASD with or without intellectual disability (ID) (main sample, n = 42,274), and two sub-samples: ASD only (n = 30,164), and ASD+ID (n = 12,110). Demographic variables included sex, age and race-ethnicity. Spending categories included Employment Support, Community Care Facilities, Day Care, Transportation, and in-home and out-of-home Respite. RESULTS: Per-person spending for males and females were approximately the same: $10,488 and $10,791 for males and females for ages 3-17 and $26,491 and $26,627 for ages 18+. Among race/ethnicity categories, the ranking from highest to lowest among ages 3-17 was white non-Hispanics ($11,480), Asian non-Hispanics ($11,036), "Others" ($11,031), Hispanics ($9,571), and African-American non-Hispanics ($9,482). For ages 18+, the ranking was whites ($31,008), African-Americans ($26,831), "Others" ($25,395), Asians ($22,993), and Hispanics ($18,083). The ASD+ID sub-sample exerted disproportionate influence on findings from the main sample for persons 18+. Combining all ages, the top two expenditure categories for per-person spending were Community Care Facilities ($43,867) and Day Care ($11,244). For most adult age groups, the percentage of recipients participating were highest for Day Care (44.9% - 62.4%) and Transportation (38.6% - 50.9%). Per-person spending for Day Care, Transportation, and Employment Support was relatively low for children but relatively high for adults. CONCLUSION: White non-Hispanics received the highest per-person spending and Hispanics among the least. Amounts within spending categories varied considerably across age groups. Our estimates may be useful as baseline measures for stakeholders preparing for increasing ASD prevalence, especially among adults.

Examination of Parent Insurance Ratings, Child Expenditures, and Financial Burden Among Children With Autism: A Mismatch Suggests New Hypotheses to Test.

OBJECTIVE: Families raising children with autism contribute significant amounts to the cost of care. In this era of health care reform, families have more insurance choices, but people are unfamiliar with health insurance terms. This study uses 2 national data sets to examine health insurance ratings from parents raising children with autism and child expenditures to explore how these measures align. METHODS: Children with autism who met criteria for special health care needs and were continuously insured were examined. Data from the National Survey of Children With Special Health Care Needs 2009-2010 were used to examine parent report of adequate insurance (n = 3702). Pooled data from the Medical Expenditure Panel Survey 2002-2011 were used to examine expenditures (n = 346). Types of health insurance included private alone, Medicaid alone, and combined private and wrap-around Medicaid. RESULTS: Having Medicaid doubled the odds of reporting adequate insurance compared with private insurance alone (P < .0001), and children on Medicaid had the lowest out-of-pocket costs ($150, P < .0001). Children covered by combined private and wrap-around Medicaid had the highest total expenditures ($11 596, P < .05) and the highest expenditures paid by their insurance ($10 638, P < .05). CONCLUSIONS: These findings highlight a mismatch between parent ratings of insurance adequacy, child expenditures, and relative financial burden. Findings generate a number of questions to address within single sources of data. By elaborating the frameworks families use to judge the adequacy of their insurance, future research can develop policy strategies to improve both their satisfaction with their insurance coverage and the service use of children with autism.

Cost-effectiveness analysis of a communication-focused therapy for pre-school children with autism: results from a randomised controlled trial.

BACKGROUND: Autism is associated with impairments that have life-time consequences for diagnosed individuals and a substantial impact on families. There is growing interest in early interventions for children with autism, yet despite the substantial economic burden, there is little evidence of the cost-effectiveness of such interventions with which to support resource allocation decisions. This study reports an economic evaluation of a parent-mediated, communication-focused therapy carried out within the Pre-School Autism Communication Trial (PACT). METHODS: 152 pre-school children with autism were randomly assigned to treatment as usual (TAU) or PACT + TAU. Primary outcome was severity of autism symptoms at 13-month follow-up. Economic data included health, education and social services, childcare, parental productivity losses and informal care. RESULTS: Clinically meaningful symptom improvement was evident for 53 % of PACT + TAU versus 41 % of TAU (odds ratio 1.91, p = 0.074). Service costs were significantly higher for PACT + TAU (mean difference £4,489, p < 0.001), but the difference in societal costs was smaller and non-significant (mean difference £1,385, p = 0.788) due to lower informal care rates for PACT + TAU. CONCLUSIONS: Improvements in outcome generated by PACT come at a cost. Although this cost is lower when burden on parents is included, the cost and effectiveness results presented do not support the cost-effectiveness of PACT + TAU compared to TAU alone. TRIAL REGISTRATION: Current Controlled Trials ISRCTN58133827.