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Benavidez HR, Johansson M, Jones E, Rea H, Kurtz-Nelson EC, Miles C, Whiting A, Eayrs C, Earl R, Bernier RA, Eichler EE, Neuhaus E. Predicting Intervention Use in Youth with Rare Variants in Autism-Associated Genes. J Autism Dev Disord 2024:10.1007/s10803-024-06414-2. [PMID: 38809474 DOI: 10.1007/s10803-024-06414-2] [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: 05/18/2024] [Indexed: 05/30/2024]
Abstract
Specialized multidisciplinary supports are important for long-term outcomes for autistic youth. Although family and child factors predict service utilization in autism, little is known with respect to youth with rare, autism-associated genetic variants, who frequently have increased psychiatric, developmental, and behavioral needs. We investigate the impact of family factors on service utilization to determine whether caregiver (autistic features, education, income) and child (autistic features, sex, age, IQ, co-occurring conditions) factors predicted service type (e.g., speech, occupational, behavioral) and intensity (hours/year) among children with autism-associated variants (N = 125), some of whom also had a confirmed ASD diagnosis. Analyses revealed variability in the types of services used across a range of child demographic, behavioral, and mental health characteristics. Speech therapy was the most received service (87.2%). Importantly, behavior therapy was the least received service and post-hoc analyses revealed that use of this therapy was uniquely predicted by ASD diagnosis. However, once children received a particular service, there was largely comparable intensity of services, independent of caregiver and child factors. Findings suggest that demographic and clinical factors impact families' ability to obtain services, with less impact on the intensity of services received. The low receipt of therapies that specifically address core support needs in autism (i.e., behavior therapy) indicates more research is needed on the availability of these services for youth with autism-associated variants, particularly for those who do not meet criteria for an ASD diagnosis but do demonstrate elevated and impactful child autistic features as compared to the general population.
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Affiliation(s)
| | - Margaret Johansson
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Elizabeth Jones
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Hannah Rea
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, USA
- Center on Child Health, Behavior, and Development, Seattle Children's Research Institute, Seattle, WA, USA
| | | | - Conor Miles
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Alana Whiting
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Curtis Eayrs
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Rachel Earl
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Raphael A Bernier
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Evan E Eichler
- Department of Genome Sciences, University of Washington School of Medicine, Seattle, WA, USA
- Howard Hughes Medical Institute, Seattle, WA, USA
| | - Emily Neuhaus
- Department of Psychiatry & Behavioral Sciences, University of Washington, Seattle, WA, USA.
- Center on Child Health, Behavior, and Development, Seattle Children's Research Institute, Seattle, WA, USA.
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Kim W, Seong M, Kim KJ, Kim S. Engagnition: A multi-dimensional dataset for engagement recognition of children with autism spectrum disorder. Sci Data 2024; 11:299. [PMID: 38491000 PMCID: PMC10942992 DOI: 10.1038/s41597-024-03132-3] [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] [Received: 10/16/2023] [Accepted: 03/08/2024] [Indexed: 03/18/2024] Open
Abstract
Engagement plays a key role in improving the cognitive and motor development of children with autism spectrum disorder (ASD). Sensing and recognizing their engagement is crucial before sustaining and improving the engagement. Engaging technologies involving interactive and multi-sensory stimuli have improved engagement and alleviated hyperactive and stereotyped behaviors. However, due to the scarcity of data on engagement recognition for children with ASD, limited access to and small pools of participants, and the prohibitive application requirements such as robots, high cost, and expertise, implementation in real world is challenging. However, serious games have the potential to overcome those drawbacks and are suitable for practical use in the field. This study proposes Engagnition, a dataset for engagement recognition of children with ASD (N = 57) using a serious game, "Defeat the Monster," based on enhancing recognition and classification skills. The dataset consists of physiological and behavioral responses, annotated by experts. For technical validation, we report the distributions of engagement and intervention, and the signal-to-noise ratio of physiological signals.
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Affiliation(s)
- Won Kim
- Gwangju Institute of Science and Technology, School of Integrated Technology, Gwangju, 61005, South Korea
| | - Minwoo Seong
- Gwangju Institute of Science and Technology, School of Integrated Technology, Gwangju, 61005, South Korea
| | - Kyung-Joong Kim
- Gwangju Institute of Science and Technology, School of Integrated Technology, Gwangju, 61005, South Korea
| | - SeungJun Kim
- Gwangju Institute of Science and Technology, School of Integrated Technology, Gwangju, 61005, South Korea.
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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.
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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
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