1
|
Zhang JJ, Wang EN. Enhancing autism care through remote support: A family-centered approach. World J Psychiatry 2025; 15:102645. [DOI: 10.5498/wjp.v15.i4.102645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Revised: 01/16/2025] [Accepted: 02/12/2025] [Indexed: 03/25/2025] Open
Abstract
Autism spectrum disorder (ASD) poses significant challenges for families, with limited access to specialized care being a critical concern. The coronavirus disease 2019 pandemic has accelerated the adoption of remote support, highlighting its potential to enhance family-centered care for children with ASD. In this editorial, we comment on the article by Lu et al, emphasizing the effectiveness of integrating remote support courses with traditional caregiver-mediated interventions. We further explore the benefits of remote support in delivering family-centered care, summarize the essential components of effective family-centered remote support, outline key considerations for implementation, and discuss potential future research directions. We conclude that family-centered remote support has the potential to significantly improve outcomes and quality of life for individuals with ASD and their families.
Collapse
Affiliation(s)
- Jun-Jie Zhang
- School of Psychology, Northwest Normal University, Lanzhou 730070, Gansu Province, China
| | - En-Na Wang
- School of Psychology, Northwest Normal University, Lanzhou 730070, Gansu Province, China
| |
Collapse
|
2
|
Wagner L, Vehorn A, Weitlauf AS, Lavanderos AM, Wade J, Corona L, Warren Z. Development of a Novel Telemedicine Tool to Reduce Disparities Related to the Identification of Preschool Children with Autism. J Autism Dev Disord 2025; 55:30-42. [PMID: 38064003 PMCID: PMC11161552 DOI: 10.1007/s10803-023-06176-3] [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] [Accepted: 10/29/2023] [Indexed: 12/20/2023]
Abstract
The wait for ASD evaluation dramatically increases with age, with wait times of a year or more common as children reach preschool. Even when appointments become available, families from traditionally underserved groups struggle to access care. Addressing care disparities requires designing identification tools and processes specifically for and with individuals most at-risk for health inequities. This work describes the development of a novel telemedicine-based ASD assessment tool, the TELE-ASD-PEDS-Preschool (TAP-Preschool). We applied machine learning models to a clinical data set of preschoolers with ASD and other developmental concerns (n = 914) to generate behavioral targets that best distinguish ASD and non-ASD features. We conducted focus groups with clinicians, early interventionists, and parents of children with ASD from traditionally underrepresented racial/ethnic and linguistic groups. Focus group themes and machine learning analyses were used to generate a play-based instrument with assessment tasks and scoring procedures based on the child's language (i.e., TAP-P Verbal, TAP-P Non-verbal). TAP-P procedures were piloted with 30 families. Use of the instrument in isolation (i.e., without history or collateral information) yielded accurate diagnostic classification in 63% of cases. Children with existing ASD diagnoses received higher TAP-P scores, relative to children with other developmental concerns. Clinician diagnostic accuracy and certainty were higher when confirming existing ASD diagnoses (80% agreement) than when ruling out ASD in children with other developmental concerns (30% agreement). Utilizing an equity approach to understand the functionality and impact of tele-assessment for preschool children has potential to transform the ASD evaluation process and improve care access.
Collapse
Affiliation(s)
- Liliana Wagner
- Vanderbilt Kennedy Center, Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1241 Blakemore Avenue, # 161, Nashville, TN, 37212, USA.
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - Alison Vehorn
- Vanderbilt Kennedy Center, Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1241 Blakemore Avenue, # 161, Nashville, TN, 37212, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Amy S Weitlauf
- Vanderbilt Kennedy Center, Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1241 Blakemore Avenue, # 161, Nashville, TN, 37212, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ambar Munoz Lavanderos
- Vanderbilt Kennedy Center, Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1241 Blakemore Avenue, # 161, Nashville, TN, 37212, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Joshua Wade
- Adaptive Technology Consulting, LLC, Murfreesboro, USA
| | - Laura Corona
- Vanderbilt Kennedy Center, Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1241 Blakemore Avenue, # 161, Nashville, TN, 37212, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Zachary Warren
- Vanderbilt Kennedy Center, Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1241 Blakemore Avenue, # 161, Nashville, TN, 37212, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Special Education, Vanderbilt University, Nashville, TN, USA
| |
Collapse
|
3
|
Wagner L, Foster T, Bonnet K, Spitler AK, Schlundt D, Warren Z. Identifying the unique determinants influencing rural families' engagement with an existing tele-assessment approach for autism identification: A qualitative study. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2024:13623613241307078. [PMID: 39704165 DOI: 10.1177/13623613241307078] [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: 12/21/2024]
Abstract
LAY ABSTRACT It is often difficult for families in rural communities to access autism evaluations for their children when they have concerns. Tele-assessment could make it easier for them to see specialists who give autism diagnoses, but we still need to figure out the best way to carry out these approaches. To understand how rural families view tele-assessment, as well as barriers they may face, we held focus groups with caregivers of children with autism and local service providers in the Southeastern United States. We met with 22 caregivers and 10 providers. We analyzed the discussions and found four key attitudes: (1) questions about whether autism assessment can really be done online; (2) level of trust in the evaluation process, especially tele-assessment; (3) beliefs about whether tele-assessment is practical for families; and (4) worries about privacy. These attitudes and beliefs are shaped by various factors at different stages, indicating that we need to improve tele-assessment by better supporting everyone involved at different stages of the tele-assessment process. This research highlights important areas for improvement to provide fair access to tele-assessment for rural families (e.g. creating education materials, conducting barrier counseling).
Collapse
|
4
|
Jones J, Lignou S, Unguru Y, Sheehan M, Dunn M, Seltzer RR. Alterations in care for children with special healthcare needs during the early COVID-19 pandemic: ethical and policy considerations. Monash Bioeth Rev 2024:10.1007/s40592-024-00223-0. [PMID: 39663349 DOI: 10.1007/s40592-024-00223-0] [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: 11/09/2024] [Indexed: 12/13/2024]
Abstract
Healthcare delivery and access, both in the United States and globally, were negatively affected during the entirety of the COVID-19 pandemic. This was particularly true during the first year when countries grappled with high rates of illness and implemented non-pharmaceutical interventions such as stay-at-home orders. Among children with special healthcare needs, research from the United Kingdom (U.K.) has shown that the pandemic response uniquely impacted various aspects of their care, including decreased access to care, delays in diagnosis, and poorer chronic disease control. In response to these findings, and to begin to comprehend whether the concerning findings from the nationalized system of healthcare in the U.K. extend to the highly dissimilar United States (U.S.) healthcare context, we reviewed the literature on alterations in access to and delivery of care during the early stages of the COVID-19 pandemic for children with special healthcare needs in the U.S. We then utilize these findings to consider the ethical and policy considerations of alterations in healthcare provision during pandemics and crisis events in the U.K. and U.S. and make recommendations regarding how the needs of CSHCN should be considered during future responses.
Collapse
Affiliation(s)
- Jeff Jones
- Ethox Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
- Berman Institute of Bioethics, Johns Hopkins University, 1809 Ashland Ave, Baltimore, MD, 21205, USA.
| | - Sapfo Lignou
- Ethox Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Yoram Unguru
- Berman Institute of Bioethics, Johns Hopkins University, 1809 Ashland Ave, Baltimore, MD, 21205, USA
- Division of Pediatric Hematology/Oncology, The Herman and Walter Samuelson Children's Hospital at Sinai, Baltimore, MD, USA
| | - Mark Sheehan
- Ethox Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
- Oxford NIHR Biomedical Research Centre, Oxford University Hospitals Trust, Oxford, UK
| | - Michael Dunn
- Centre for Biomedical Ethics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Rebecca R Seltzer
- Berman Institute of Bioethics, Johns Hopkins University, 1809 Ashland Ave, Baltimore, MD, 21205, USA
- Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| |
Collapse
|
5
|
Kinard JL, Lopez-Vazquez M, Robinson LE, Moreno-Lizarazo O, Litwin SG, Aguirre AN, Ramirez CG, Brooks L, DeRamus M, Grzadzinski R, Wheeler A, Kelleher B, Okoniewski KC. Experiences of Spanish-Speaking Families with a Remote Neurodevelopmental Assessment. J Autism Dev Disord 2024:10.1007/s10803-024-06538-5. [PMID: 39294386 DOI: 10.1007/s10803-024-06538-5] [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: 08/22/2024] [Indexed: 09/20/2024]
Abstract
U.S. Hispanic families with limited English proficiency experience barriers to autism diagnosis, such as lack of Spanish-speaking providers and assessments. Remote assessments in Spanish have the potential to address some of these barriers. This study explored the acceptability and feasibility of a remote developmental assessment (Parent Administered Neurodevelopmental Assessment, i.e., PANDABox) for Hispanic infants at high likelihood for autism. The PANDABox was translated into Spanish by two independent groups, synthesized, and reviewed by 10 native Spanish-speakers. Thirteen Spanish-speaking families completed the PANDABox-Spanish with their infant at high likelihood for autism. Remote developmental measures that exist in Spanish were administered for comparison. Families then participated in semi-structured interviews to explore their experiences, which were analyzed in Spanish using an inductive, grounded theory approach. Translation reviewers revealed the need to adapt peekaboo and storybook activities, build in dialogue addressing caregivers' concerns, and add visual supports. PANDABox families valued communicating directly to a Spanish-speaking specialist, felt that the translation was clear, and that, overall, the administration was easy. Families had mixed preferences for in-person or remote assessments, with some families valuing the accessibility and comfort of the PANDABox and others expressing concerns about the validity of remote versus in-person options. Families also discussed barriers related to literacy and confidentiality. The PANDABox-Spanish is a promising option for increasing accessibility to laboratory-grade neurodevelopmental assessment. More broadly, providers need to consider families' familiarity with common assessment activities, access to information about early identification, and concerns related to confidentiality.
Collapse
Affiliation(s)
- Jessica L Kinard
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill School of Medicine, 101 Renee Lynne Ct., Chapel Hill, Carrboro, NC, 27510, USA.
| | - Mónica Lopez-Vazquez
- Department of Linguistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27510, USA
| | - Luz E Robinson
- School of Education, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27514, USA
| | - Oscar Moreno-Lizarazo
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill School of Medicine, 101 Renee Lynne Ct., Chapel Hill, Carrboro, NC, 27510, USA
- Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
| | - Sophie G Litwin
- School of Education, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27514, USA
| | - Anggie N Aguirre
- Division of Speech and Hearing Sciences, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, 27510, USA
| | - Chavely Gonzalez Ramirez
- Division of Speech and Hearing Sciences, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, 27510, USA
| | - Luisa Brooks
- Division of Speech and Hearing Sciences, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, 27510, USA
| | - Margaret DeRamus
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill School of Medicine, 101 Renee Lynne Ct., Chapel Hill, Carrboro, NC, 27510, USA
| | - Rebecca Grzadzinski
- Carolina Institute for Developmental Disabilities, University of North Carolina at Chapel Hill School of Medicine, 101 Renee Lynne Ct., Chapel Hill, Carrboro, NC, 27510, USA
| | - Anne Wheeler
- RTI International, Research Triangle Institute, 3040 East Cornwallis Road, Research Triangle Park, NC, 27709, USA
| | - Bridgette Kelleher
- Department of Psychological Sciences, Purdue University, 703 3rd Street, West Lafayette, IN, 47906, USA
| | - Katherine C Okoniewski
- RTI International, Research Triangle Institute, 3040 East Cornwallis Road, Research Triangle Park, NC, 27709, USA
| |
Collapse
|
6
|
Klein B, Ramaker M, Fitterling C, James C, Rouse M, Fauntleroy-Love KD, McNally Keehn R, Enneking B. Engagement and Satisfaction With Care Navigation Support Following Telehealth Autism Evaluation. J Dev Behav Pediatr 2024; 45:e309-e316. [PMID: 39146229 DOI: 10.1097/dbp.0000000000001277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 03/12/2024] [Indexed: 06/21/2024]
Abstract
OBJECTIVE Care navigation support is designed to help connect families with health care resources. Given that children with autism have more unmet needs than their peers, such a service may be especially valuable to families who have recently received a diagnosis. This study sought to examine engagement in care navigation support after an autism telehealth evaluation. Specifically, we report on what demographic and diagnostic factors predicted engagement in care navigation support and satisfaction with this service. METHODS Care navigation was offered to 220 families receiving autism telehealth evaluations between April 2020 and April 2022. Survey data from initial evaluation appointments and 2 follow-up care navigation meetings (approximately 1-3 months and approximately 9-12 months after evaluation), along with data from medical records, were collected and analyzed to determine whether any traits predicted engagement in care navigation. Satisfaction with care navigation was also analyzed. RESULTS Of 220 families, 48.2% (n = 106) participated in a care navigation meeting within 1 to 3 months after an evaluation and 59.5% (n = 131) participated in at least 1 meeting across 2 time periods. The findings did not support the hypothesis that a diagnosis of autism would predict engagement. Analyses found that child sex (female compared with male) and child race and ethnicity (children of color compared with White children) predicted engagement. For those who engaged in care navigation, high satisfaction was reported. CONCLUSION Participants' engagement rates and satisfaction levels suggest care navigation is a valuable service for families after a telehealth autism evaluation.
Collapse
Affiliation(s)
- Brian Klein
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN
| | | | | | | | | | | | | | | |
Collapse
|
7
|
Weitlauf AS, Foster T, Slaughter JC, Fleck M, Harris J, Coffield C, Simcoe K, Baggett J, Stainbrook A, Warren ZE. Screening Options in Autism Telediagnosis: Examination of TAP, M-CHAT-R, and DCI Concordance and Predictive Value in a Telediagnostic Model. J Autism Dev Disord 2024:10.1007/s10803-024-06427-x. [PMID: 38833028 DOI: 10.1007/s10803-024-06427-x] [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: 05/28/2024] [Indexed: 06/06/2024]
Abstract
Tele-assessment of autism in early childhood has increased. However, it is unclear how autism screening tools (M-CHAT-R, DCI) function as part of tele-assessment and relate to a commonly used tele-assessment instrument, the TAP. 361 families from a clinically referred sample of children (mean age: 27.63 months, sd = 4.86 months) completed the M-CHAT-R and DCI prior to a tele-assessment visit utilizing the TAP. Data was collected on demographic background, measure scores, and diagnostic outcome. No significant differences in measure scores or diagnostic findings emerged in age at referral, age group, age at diagnosis, or child sex, ethnicity, or racial background. The M-CHAT-R and DCI correlated strongly and positively. Older age was associated with lower risk scores on screening instruments. Children with autism had significantly higher scores on all screener and subdomain scores, with the exception of DCI Behavior. Subdomains of the DCI emerged as the strongest predictor of diagnostic outcome. Both the DCI total score and the M-CHAT-R significantly related to diagnostic outcome and TAP score in this tele-assessment model, regardless of child age or sex. Findings also support use of the DCI for children under 24 months of age.
Collapse
Affiliation(s)
- Amy S Weitlauf
- Department of Pediatrics, Vanderbilt University Medical Center, 230 Appleton Place, PMB 74, Nashville, Tennessee, 37203, USA.
| | - Tori Foster
- Department of Pediatrics, Vanderbilt University Medical Center, 230 Appleton Place, PMB 74, Nashville, Tennessee, 37203, USA
| | - James C Slaughter
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Mary Fleck
- Department of Pediatrics, Vanderbilt University Medical Center, 230 Appleton Place, PMB 74, Nashville, Tennessee, 37203, USA
| | - Jill Harris
- Department of Pediatrics, Children's Specialized Hospital, New Brunswick, New Jersey, USA
| | - Caroline Coffield
- Department of Pediatrics, Robert Wood Johnson Medical School at Rutgers University, New Brunswick, New Jersey, USA
| | - Kathleen Simcoe
- Department of Pediatrics, Vanderbilt University Medical Center, 230 Appleton Place, PMB 74, Nashville, Tennessee, 37203, USA
| | - Jenny Baggett
- Department of Pediatrics, Vanderbilt University Medical Center, 230 Appleton Place, PMB 74, Nashville, Tennessee, 37203, USA
| | - Alacia Stainbrook
- Department of Pediatrics, Vanderbilt University Medical Center, 230 Appleton Place, PMB 74, Nashville, Tennessee, 37203, USA
| | - Zachary E Warren
- Department of Pediatrics, Vanderbilt University Medical Center, 230 Appleton Place, PMB 74, Nashville, Tennessee, 37203, USA
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Department of Special Education, Vanderbilt University, Nashville, Tennessee, USA
| |
Collapse
|
8
|
Corona LL, Wagner L, Hooper M, Weitlauf A, Foster TE, Hine J, Miceli A, Nicholson A, Stone C, Vehorn A, Warren Z. A Randomized Trial of the Accuracy of Novel Telehealth Instruments for the Assessment of Autism in Toddlers. J Autism Dev Disord 2024; 54:2069-2080. [PMID: 37185923 PMCID: PMC10129298 DOI: 10.1007/s10803-023-05908-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/18/2023] [Indexed: 05/17/2023]
Abstract
PURPOSE Telemedicine approaches to autism (ASD) assessment have become increasingly common, yet few validated tools exist for this purpose. This study presents results from a clinical trial investigating two approaches to tele-assessment for ASD in toddlers. METHODS 144 children (29% female) between 17 and 36 months of age (mean = 2.5 years, SD = 0.33 years) completed tele-assessment using either the TELE-ASD-PEDS (TAP) or an experimental remote administration of the Screening Tool for Autism in Toddlers (STAT). All children then completed traditional in-person assessment with a blinded clinician, using the Mullen Scales of Early Learning (MSEL), Vineland Adaptive Behavior Scales, 3rd Edition (VABS-3), and Autism Diagnostic Observation Schedule (ADOS-2). Both tele-assessment and in-person assessment included a clinical interview with caregivers. RESULTS Results indicated diagnostic agreement for 92% of participants. Children diagnosed with ASD following in-person assessment who were missed by tele-assessment (n = 8) had lower scores on tele- and in-person ASD assessment tools. Children inaccurately identified as having ASD by tele-assessment (n = 3) were younger than other children and had higher developmental and adaptive behavior scores than children accurately diagnosed with ASD by tele-assessment. Diagnostic certainty was highest for children correctly identified as having ASD via tele-assessment. Clinicians and caregivers reported satisfaction with tele-assessment procedures. CONCLUSION This work provides additional support for the use of tele-assessment for identification of ASD in toddlers, with both clinicians and families reporting broad acceptability. Continued development and refinement of tele-assessment procedures is recommended to optimize this approach for the needs of varying clinicians, families, and circumstances.
Collapse
Affiliation(s)
- Laura L Corona
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17th Avenue, Suite 202, Nashville, TN, 37203, USA.
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - Liliana Wagner
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17th Avenue, Suite 202, Nashville, TN, 37203, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Madison Hooper
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
| | - Amy Weitlauf
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17th Avenue, Suite 202, Nashville, TN, 37203, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Tori E Foster
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17th Avenue, Suite 202, Nashville, TN, 37203, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jeffrey Hine
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17th Avenue, Suite 202, Nashville, TN, 37203, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alexandra Miceli
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17th Avenue, Suite 202, Nashville, TN, 37203, USA
| | - Amy Nicholson
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17th Avenue, Suite 202, Nashville, TN, 37203, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Caitlin Stone
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17th Avenue, Suite 202, Nashville, TN, 37203, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alison Vehorn
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17th Avenue, Suite 202, Nashville, TN, 37203, USA
| | - Zachary Warren
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17th Avenue, Suite 202, Nashville, TN, 37203, USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Psychiatry & Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Special Education, Vanderbilt University, Nashville, TN, USA
| |
Collapse
|
9
|
Riva V, Villa L, Fulceri F, Arduino GM, Leonti G, Valeri G, Casula L, Zoccante L, Puttini E, Sogos C, Presicce M, Bentenuto A, Apicella F, Molteni M, Scattoni ML. The teleNIDA: Early Screening of Autism Spectrum Disorder Through a Novel Telehealth Approach. J Autism Dev Disord 2024; 54:1680-1690. [PMID: 36814040 PMCID: PMC9946866 DOI: 10.1007/s10803-023-05927-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/08/2023] [Indexed: 02/24/2023]
Abstract
The COVID-19 pandemic has fast-tracked interest in telehealth methods to guarantee the continuity of care of children with Autism Spectrum Disorder (ASD). Store-and-forward telehealth approaches offer the opportunity to facilitate timely screening of ASD, allowing parents to record videos of their child's behaviors, subsequently shared with clinicians that provide an assessment remotely. This study aimed to examine the psychometric properties of a new telehealth screening tool, the teleNIDA, administered in home settings for remote observation of early signs of ASD in toddlers aged 18-30 months. Results showed good psychometric properties of the teleNIDA, as compared to the gold standard in-person assessment, and the predictive validity on the diagnosis of ASD at 36 months was demonstrated. This study supports the teleNIDA as a promising level 2 screening tool for ASD able to speed up diagnostic and intervention processes.
Collapse
Affiliation(s)
- Valentina Riva
- Child Psychopathology Unit, Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Laura Villa
- Child Psychopathology Unit, Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Francesca Fulceri
- Research Coordination and Support Service, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161, Rome, Italy
| | | | - Guido Leonti
- Centro Autismo e Sindrome di Asperger ASLCN1, 12084, Mondovì, Italy
| | - Giovanni Valeri
- Department of Neuroscience, Child Neuropsychiatric Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Laura Casula
- Department of Neuroscience, Child Neuropsychiatric Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Leonardo Zoccante
- Child and Adolescent Neuropsychiatry Unit, Maternal-Child Integrated Care Department, Integrated University Hospital of Verona, 37126, Verona, Italy
| | - Elena Puttini
- Child and Adolescent Neuropsychiatry Unit, Maternal-Child Integrated Care Department, Integrated University Hospital of Verona, 37126, Verona, Italy
| | - Carla Sogos
- Child Neuropsychiatry Unit, Department of Human Neuroscience, Sapienza University of Rome, Rome, Italy
| | - Mariaelena Presicce
- Child Neuropsychiatry Unit, Department of Human Neuroscience, Sapienza University of Rome, Rome, Italy
| | - Arianna Bentenuto
- Laboratory of Observation, Diagnosis and Education (ODFLab), Department of Psychology and Cognitive Science, University of Trento, 38122, Trento, Italy
| | - Fabio Apicella
- Department of Developmental Neuroscience, IRCCS Stella Maris Foundation, Pisa, Italy
| | - Massimo Molteni
- Child Psychopathology Unit, Scientific Institute, IRCCS E. Medea, Bosisio Parini, Lecco, Italy
| | - Maria Luisa Scattoni
- Research Coordination and Support Service, Istituto Superiore di Sanità, Viale Regina Elena 299, 00161, Rome, Italy.
| |
Collapse
|
10
|
Hong JS, Perrin J, Singh V, Kalb L, Cross EA, Wodka E, Richter C, Landa R. Psychometric Evaluation of the Autism Spectrum Rating Scales (6-18 Years Parent Report) in a Clinical Sample. J Autism Dev Disord 2024; 54:1024-1035. [PMID: 36571625 PMCID: PMC9791153 DOI: 10.1007/s10803-022-05871-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/12/2022] [Indexed: 12/27/2022]
Abstract
ASD is a neurodevelopmental disorder impacting 1 in 44 children and early identification of children with ASD is critical for the intervention. Several screening measures have been developed for early identification, including the Autism Spectrum Rating Scales, 6-18 years Parent Report (ASRS). The ASRS has been understudied, and the current study assessed the validity of the ASRS in a clinical sample of 490 children at a tertiary ASD-specialty clinic. Results indicated that the ASRS demonstrated favorable sensitivity, but poor specificity. True positive screening results were more likely to occur for children with a multiracial background, while they were less likely to occur for children with a high social capital. Overall, though the ASRS has clinical utility as a screening measure, it did not perform effectively to differentiate ASD from Non-ASD clinical disorders.
Collapse
Affiliation(s)
- Ji Su Hong
- Center for Autism and Related Disorders, Kennedy Krieger Institute, 3901 Greenspring Ave, 21211, Baltimore, MD, USA.
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, USA.
| | - Jeremy Perrin
- Center for Autism and Related Disorders, Kennedy Krieger Institute, 3901 Greenspring Ave, 21211, Baltimore, MD, USA
| | - Vini Singh
- Center for Autism and Related Disorders, Kennedy Krieger Institute, 3901 Greenspring Ave, 21211, Baltimore, MD, USA
| | - Luke Kalb
- Center for Autism and Related Disorders, Kennedy Krieger Institute, 3901 Greenspring Ave, 21211, Baltimore, MD, USA
- Department of Mental Health, Johns Hopkins University Bloomberg School of Public Health, Baltimore, USA
| | - Elizabeth A Cross
- Center for Autism and Related Disorders, Kennedy Krieger Institute, 3901 Greenspring Ave, 21211, Baltimore, MD, USA
| | - Ericka Wodka
- Center for Autism and Related Disorders, Kennedy Krieger Institute, 3901 Greenspring Ave, 21211, Baltimore, MD, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Chana Richter
- Center for Autism and Related Disorders, Kennedy Krieger Institute, 3901 Greenspring Ave, 21211, Baltimore, MD, USA
| | - Rebecca Landa
- Center for Autism and Related Disorders, Kennedy Krieger Institute, 3901 Greenspring Ave, 21211, Baltimore, MD, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, USA
| |
Collapse
|
11
|
Ozonoff S, Gangi D, Corona L, Foster T, Hill MM, Honaker M, Maqbool S, Ni R, Nicholson A, Parikh C, Stone C, Spitler AK, Swanson A, Vehorn A, Wagner L, Weitlauf A, Warren Z. Measuring Developmental Delays: Comparison of Parent Report and Direct Testing. J Autism Dev Disord 2024:10.1007/s10803-024-06292-8. [PMID: 38407697 PMCID: PMC11345885 DOI: 10.1007/s10803-024-06292-8] [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: 02/13/2024] [Indexed: 02/27/2024]
Abstract
PURPOSE Developmental assessment is part of a comprehensive autism evaluation. During in-person evaluations, developmental assessment is completed via direct testing by an examiner. In telehealth evaluations, developmental assessment relies on caregiver-report instruments. This study examined correspondence between caregiver report and direct testing of developmental skills. METHODS Participants were 93 children, aged 18-42 months, undergoing evaluation for possible autism spectrum disorder (ASD). Caregivers were interviewed with the Developmental Profile, 4th edition (DP-4) via telehealth platform and children were tested in person 2-4 weeks later using the Mullen Scales of Early Learning (MSEL). RESULTS Correlations between the DP-4 and MSEL were high (ranging from 0.50 to 0.82) across standard scores, age equivalents, and functional categories, as well as across individual subtests and overall composite scores. CONCLUSION The high convergent validity found in this study suggests that the DP-4 provides a suitable proxy for direct developmental testing using the MSEL in the context of telehealth evaluations for ASD in young children, delivering a good estimate of both developmental functioning and presence of delays. TRIAL REGISTRATION Data were obtained from registered clinical trial NCT05047224, date of registration 2021-09-07.
Collapse
Affiliation(s)
- Sally Ozonoff
- Department of Psychiatry and Behavioral Sciences, MIND Institute, University of California- Davis, 2825 50th Street, Sacramento, CA, USA.
| | - Devon Gangi
- Department of Psychiatry and Behavioral Sciences, MIND Institute, University of California- Davis, 2825 50th Street, Sacramento, CA, USA
| | - Laura Corona
- Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Tori Foster
- Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Monique Moore Hill
- Department of Psychiatry and Behavioral Sciences, MIND Institute, University of California- Davis, 2825 50th Street, Sacramento, CA, USA
| | - Makayla Honaker
- Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Shyeena Maqbool
- Department of Psychiatry and Behavioral Sciences, MIND Institute, University of California- Davis, 2825 50th Street, Sacramento, CA, USA
| | - Rachel Ni
- Department of Psychiatry and Behavioral Sciences, MIND Institute, University of California- Davis, 2825 50th Street, Sacramento, CA, USA
| | - Amy Nicholson
- Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Chandni Parikh
- Department of Psychiatry and Behavioral Sciences, MIND Institute, University of California- Davis, 2825 50th Street, Sacramento, CA, USA
| | - Caitlin Stone
- Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Anna Kathleen Spitler
- Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Amy Swanson
- Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Alison Vehorn
- Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Liliana Wagner
- Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Amy Weitlauf
- Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Zachary Warren
- Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, USA
| |
Collapse
|
12
|
Wu X, Deng H, Jian S, Chen H, Li Q, Gong R, Wu J. Global trends and hotspots in the digital therapeutics of autism spectrum disorders: a bibliometric analysis from 2002 to 2022. Front Psychiatry 2023; 14:1126404. [PMID: 37255688 PMCID: PMC10225518 DOI: 10.3389/fpsyt.2023.1126404] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Accepted: 04/26/2023] [Indexed: 06/01/2023] Open
Abstract
Introduction Autism spectrum disorder (ASD) is a severe neurodevelopmental disorder that has become a major cause of disability in children. Digital therapeutics (DTx) delivers evidence-based therapeutic interventions to patients that are driven by software to prevent, manage, or treat a medical disorder or disease. This study objectively analyzed the current research status of global DTx in ASD from 2002 to 2022, aiming to explore the current global research status and trends in the field. Methods The Web of Science database was searched for articles about DTx in ASD from January 2002 to October 2022. CiteSpace was used to analyze the co-occurrence of keywords in literature, partnerships between authors, institutions, and countries, the sudden occurrence of keywords, clustering of keywords over time, and analysis of references, cited authors, and cited journals. Results A total of 509 articles were included. The most productive country and institution were the United States and Vanderbilt University. The largest contributing authors were Warren, Zachary, and Sarkar, Nilanjan. The most-cited journal was the Journal of Autism and Developmental Disorders. The most-cited and co-cited articles were Brian Scarselati (Robots for Use in Autism Research, 2012) and Ralph Adolphs (Abnormal processing of social information from faces in autism, 2001). "Artificial Intelligence," "machine learning," "Virtual Reality," and "eye tracking" were common new and cutting-edge trends in research on DTx in ASD. Discussion The use of DTx in ASD is developing rapidly and gaining the attention of researchers worldwide. The publications in this field have increased year by year, mainly concentrated in the developed countries, especially in the United States. Both Vanderbilt University and Yale University are very important institutions in the field. The researcher from Vanderbilt University, Warren and Zachary, his dynamics or achievements in the field is also more worth our attention. The application of new technologies such as virtual reality, machine learning, and eye-tracking in this field has driven the development of DTx on ASD and is currently a popular research topic. More cross-regional and cross-disciplinary collaborations are recommended to advance the development and availability of DTx.
Collapse
Affiliation(s)
- Xuesen Wu
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
| | - Haiyin Deng
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
| | - Shiyun Jian
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
| | - Huian Chen
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
| | - Qing Li
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
| | - Ruiyu Gong
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
| | - Jingsong Wu
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
- Innovation and Transformation Center, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
| |
Collapse
|
13
|
How to Make the Unpredictable Foreseeable? Effective Forms of Assistance for Children with Autism Spectrum Disorder (ASD) during the COVID-19 Pandemic. Diagnostics (Basel) 2023; 13:diagnostics13030407. [PMID: 36766512 PMCID: PMC9914931 DOI: 10.3390/diagnostics13030407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 01/18/2023] [Accepted: 01/21/2023] [Indexed: 01/24/2023] Open
Abstract
Symptomatology in patients with the diagnosis of autism spectrum disorder (ASD) is very heterogeneous. The symptoms they present include communication difficulties, behavior problems, upbringing problems from their parents, and comorbidities (e.g., epilepsy, intellectual disability). A predictable and stable environment and the continuity of therapeutic interactions are crucial in this population. The COVID-19 pandemic has created much concern, and the need for home isolation to limit the spread of the virus has disrupted the functioning routine of children/adolescents with ASD. Are there effective diagnostic and therapeutic alternatives to limit the consequences of disturbing the daily routine of young patients during the unpredictable times of the pandemic? Modern technology and telemedicine have come to the rescue. This narrative review aims to present a change in the impact profile in the era of isolation and assess the directions of changes that specialists may choose when dealing with patients with ASD.
Collapse
|
14
|
McNally Keehn R, Enneking B, Ryan T, James C, Tang Q, Blewitt A, Tomlin A, Corona L, Wagner L. Tele-assessment of young children referred for autism spectrum disorder evaluation during COVID-19: Associations among clinical characteristics and diagnostic outcome. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2022:13623613221138642. [PMID: 36527227 PMCID: PMC9760512 DOI: 10.1177/13623613221138642] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The diagnosis of autism spectrum disorder (ASD) has traditionally been made through in-person evaluation. While the COVID-19 pandemic disrupted access to ASD services, there has been remarkable growth in research focused on novel ASD diagnostic practices, including the use of telemedicine. We implemented a standard ASD tele-assessment evaluation procedure, including use of a novel remote clinician-coached, caregiver-delivered ASD assessment tool (TELE-ASD-PEDS; TAP), with the goal of continuing to provide diagnostic services to young children and their families during the pandemic. We examined the relationship between child characteristics and diagnostic outcome for 335 children, ages 14-78 months, who received ASD tele-assessment conducted by psychologists and pediatricians in an outpatient clinic of a Midwestern academic medical center. We found that clinicians could make a determination about ASD diagnosis for most children (85%) evaluated using tele-assessment. Child clinical characteristics, including TAP scores and clinician ratings of ASD symptoms, were related to diagnostic outcome (i.e. diagnosis of ASD, no ASD, and Unsure about ASD). When all clinical characteristics were examined together, the presence of specific repetitive behaviors predicted ASD diagnosis. We also found that the TAP is effective for making an ASD diagnosis when used as part of comprehensive tele-assessment evaluation in children ⩾ 36 months of age with delayed language. Our study adds to an increasing body of research supporting use of tele-assessment for diagnosis of ASD. Although further research is needed, telemedicine may help families from different backgrounds and geographic locations to access high-quality diagnostic services.
Collapse
Affiliation(s)
- Rebecca McNally Keehn
- Indiana University School of Medicine,
USA,Rebecca McNally Keehn, Department of
Pediatrics, Indiana University School of Medicine, 410 West 10th Street, Room
2027, Indianapolis, IN 46202, USA.
| | | | | | | | - Qing Tang
- Indiana University School of Medicine,
USA
| | | | | | | | | |
Collapse
|
15
|
Reisinger DL, Hines E, Raches C, Tang Q, James C, Keehn RM. Provider and Caregiver Satisfaction with Telehealth Evaluation of Autism Spectrum Disorder in Young Children During the COVID-19 Pandemic. J Autism Dev Disord 2022; 52:5099-5113. [PMID: 35579789 PMCID: PMC9112250 DOI: 10.1007/s10803-022-05576-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/13/2022] [Indexed: 11/30/2022]
Abstract
The present study examines provider and caregiver satisfaction with telehealth evaluation of autism spectrum disorder (ASD) in young children during the coronavirus SARS-CoV-2 (COVID-19) pandemic. A telehealth model of ASD evaluation was implemented with 308 children ages 14 to 78 months between May 2020 to June 2021. Data were gathered from electronic health records, autism-specific telehealth diagnostic tools, and post-evaluation surveys. Overall, the majority of providers and caregivers were satisfied with telehealth ASD evaluation. Multiple variables were associated with ratings of satisfaction, differing by providers and caregivers. Findings have important implications for the feasibility and acceptability of telehealth ASD evaluations, in addition to key factors to consider in optimizing and sustaining telehealth evaluations beyond the COVID-19 pandemic.
Collapse
Affiliation(s)
- Debra L Reisinger
- Department of Pediatrics, Indiana University School of Medicine, 1002 Wishard Blvd, Suite 3120, 46202, Indianapolis, IN, United States.
| | - Elesia Hines
- Department of Pediatrics, Indiana University School of Medicine, 1002 Wishard Blvd, Suite 3120, 46202, Indianapolis, IN, United States
| | - Christine Raches
- Department of Pediatrics, Indiana University School of Medicine, 1002 Wishard Blvd, Suite 3120, 46202, Indianapolis, IN, United States
| | - Qing Tang
- Department of Biostatistics, Indiana University School of Medicine, Indianapolis, Indiana, United States
| | - Cristina James
- Department of Pediatrics, Indiana University School of Medicine, 1002 Wishard Blvd, Suite 3120, 46202, Indianapolis, IN, United States
| | - Rebecca McNally Keehn
- Department of Pediatrics, Indiana University School of Medicine, 1002 Wishard Blvd, Suite 3120, 46202, Indianapolis, IN, United States
| |
Collapse
|
16
|
Phelps RA, Sample E, Greene RK, Duvall SW. Identifying Patient Characteristics to Understand Which Children May Receive Diagnostic Clarity in a Virtual Autism Spectrum Disorder Evaluation. J Autism Dev Disord 2022; 52:5126-5138. [PMID: 35064874 PMCID: PMC8783571 DOI: 10.1007/s10803-022-05434-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/05/2022] [Indexed: 11/27/2022]
Abstract
Given long waitlists for autism spectrum disorder (ASD) evaluation coupled with the COVID-19 pandemic, it is crucial to triage patients to services they are likely to receive diagnostic clarity (i.e., virtual, in-person evaluation). Participants attended a virtual ASD assessment. A subset also attended in-person evaluation. Results suggest younger children with educational services for ASD may benefit from virtual assessment while older patients with a history of psychiatric conditions may benefit from in-person evaluation. An ASD symptom severity tool related to virtual and in-person diagnostic clarity. Family history of ASD related to in-person diagnosis while other variables (e.g., age, educational services) did not. The study suggests patient characteristics may be used to determine for whom virtual ASD assessment may be appropriate.
Collapse
Affiliation(s)
- Randi A Phelps
- Division of Pediatric Psychology, Department of Pediatrics, Institute On Development and Disability, Oregon Health & Science University and Doernbecher Children's Hospital, Portland, OR, USA.
| | - Erika Sample
- School of Graduate Psychology, Pacific University, Hillsboro, OR, USA
| | - Rachel K Greene
- Division of Pediatric Psychology, Department of Pediatrics, Institute On Development and Disability, Oregon Health & Science University and Doernbecher Children's Hospital, Portland, OR, USA
| | - Susanne W Duvall
- Division of Pediatric Psychology, Department of Pediatrics, Institute On Development and Disability, Oregon Health & Science University and Doernbecher Children's Hospital, Portland, OR, USA
| |
Collapse
|
17
|
Talbott MR, Lang E, Avila F, Dufek S, Young G. Short report: Experiences of Caregivers Participating in a Telehealth Evaluation of Development for Infants (TEDI). J Autism Dev Disord 2022; 52:5266-5273. [PMID: 35945386 PMCID: PMC9362962 DOI: 10.1007/s10803-022-05607-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/06/2022] [Indexed: 11/02/2022]
Abstract
A growing literature supports the feasibility and validity of telehealth-based assessments for autism spectrum disorder (ASD). Better understanding families' experiences is crucial for sustained use beyond the COVID-19 pandemic. This study qualitatively examines caregiver experiences with the Telehealth Evaluation of Development for Infants (TEDI) protocol to better understand benefits and challenges of telehealth-based evaluations. Caregivers (N = 32) completed an online survey following a telehealth-based evaluation with their 6-12 month-old infants. Open-ended text responses to queries about perceived benefits, challenges, and suggestions for future adaptations were coded. Most caregivers reported positive experiences with minor feedback relating to tailoring of individual needs. Responses suggest the TEDI is a feasible approach and provide guidance for components of successful telehealth evaluations more broadly.
Collapse
Affiliation(s)
- Meagan R Talbott
- MIND Institute, University of California Davis, 2825 50th Street, 95817, Sacramento, CA, United States.
- Department of Psychiatry and Behavioral Science, University of California Davis, Sacramento, USA.
| | - Ellisa Lang
- MIND Institute, University of California Davis, 2825 50th Street, 95817, Sacramento, CA, United States
| | - Felipe Avila
- MIND Institute, University of California Davis, 2825 50th Street, 95817, Sacramento, CA, United States
| | - Sarah Dufek
- MIND Institute, University of California Davis, 2825 50th Street, 95817, Sacramento, CA, United States
- Department of Psychiatry and Behavioral Science, University of California Davis, Sacramento, USA
| | - Gregory Young
- MIND Institute, University of California Davis, 2825 50th Street, 95817, Sacramento, CA, United States
- Department of Psychiatry and Behavioral Science, University of California Davis, Sacramento, USA
| |
Collapse
|
18
|
Holtman SJ, Winans KS, Hoch JD. Utility of Diagnostic Classification for Children 0-5 to Assess Features of Autism: Comparing In-person and COVID-19 Telehealth Evaluations. J Autism Dev Disord 2022; 52:5114-5125. [PMID: 35708824 PMCID: PMC9200933 DOI: 10.1007/s10803-022-05606-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/06/2022] [Indexed: 11/26/2022]
Abstract
Logistic regression was used to examine the use of Autism Spectrum diagnostic categories from pre-COVID-19 in-person evaluations and COVID-19 telehealth evaluations at a specialist community mental health clinic. The diagnostic classification for children 0-5 (DC: 0-5) affords a wider range of diagnoses that allowed for inferences of clinician certainty of diagnosis. Use of full criteria diagnoses was significantly lower from telehealth evaluations during the pandemic, and was less certain for younger children, some non-English speakers, and children reporting Native American/Alaska Native race. Higher Child Behavior Checklist (CBCL) ASD subscale scores, lower CBCL total scores, and global developmental delay diagnoses predicted greater use of full ASD diagnoses. Findings suggest factors that could identify children appropriate for telehealth evaluations.
Collapse
Affiliation(s)
- Sara Julsrud Holtman
- College of Social and Behavioral Sciences, Northwest University, 6710 108th Ave NE, Kirkland, WA 98033 USA
- Fraser, 3333 University Ave SE, Minneapolis, MN 55414 USA
| | | | - John D. Hoch
- Fraser, 3333 University Ave SE, Minneapolis, MN 55414 USA
- Department of Educational Psychology, University of Minnesota, Twin Cities, 3333 University Ave SE, Minneapolis, MN 55414 USA
| |
Collapse
|
19
|
Spain D, Stewart GR, Mason D, Milner V, Fairhurst B, Robinson J, Gillan N, Ensum I, Stark E, Happe F. Telehealth Autism Diagnostic Assessments With Children, Young People, and Adults: Qualitative Interview Study With England-Wide Multidisciplinary Health Professionals. JMIR Ment Health 2022; 9:e37901. [PMID: 35857358 PMCID: PMC9302612 DOI: 10.2196/37901] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Revised: 04/27/2022] [Accepted: 04/27/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Autism spectrum disorder (hereafter, autism) is a common neurodevelopmental condition. Core traits can range from subtle to severe and fluctuate depending on context. Individuals can present for diagnostic assessments during childhood or adulthood. However, waiting times for assessment are typically lengthy, and many individuals wait months or even years to be seen. Traditionally, there has been a lack of standardization between services regarding how many and which multidisciplinary health professionals are involved in the assessment and the methods (diagnostic tools) that are used. The COVID-19 pandemic has affected routine service provision because of stay-at-home mandates and social distancing guidelines. Autism diagnostic services have had to adapt, such as by switching from conducting assessments in person to doing these fully via telehealth (defined as the use of remote technologies for the provision of health care) or using blended in-person or telehealth methods. OBJECTIVE This study explored health professionals' experiences of and perspectives about conducting telehealth autism diagnostic assessments, including barriers and facilitators to this, during the COVID-19 pandemic; potential telehealth training and supervision needs of health professionals; how the quality and effectiveness of telehealth autism diagnostic services can be enhanced; and experiences of delivering postdiagnostic support remotely. METHODS A total of 45 health professionals, working in varied settings across England, participated in one-off, in-depth semistructured qualitative interviews. These were conducted via videoconferencing or telephone. Altogether, participants represented 7 professional disciplines (psychiatry, medicine, psychology, speech and language therapy, occupational therapy, nursing, and social work). The data were then analyzed thematically. RESULTS Thematic analysis indicated the following 7 themes: practicalities of telehealth, telehealth autism diagnostic assessments, diagnostic conclusions, clinical considerations, postdiagnostic support, future ways of working, and health professionals' experiences and needs. Overall, telehealth autism diagnostic assessments were deemed by many participants to be convenient, flexible, and efficient for some patients, families, and health professionals. However, not all patients could be assessed in this way, for example, because of digital poverty, complex clinical presentation, or concerns about risk and safeguarding. Working remotely encouraged innovation, including the development of novel assessment measures. However, some participants expressed significant concerns about the validity and reliability of remotely assessing social communication conditions. CONCLUSIONS A shift to telehealth meant that autism diagnostic services remained operational during the COVID-19 pandemic. However, this method of working has potentially affected the parity of service, with people presenting with clinical complexity having to potentially wait longer to be seen or given a diagnostic opinion. There is also a lack of standardization in the provision of services. Further research should identify evidence-based ways of enhancing the timeliness, accessibility, and robustness of the autism diagnostic pathway, as well as the validity and reliability of telehealth methods.
Collapse
Affiliation(s)
- Debbie Spain
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
- The National Psychology Clinic, London, United Kingdom
| | - Gavin R Stewart
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - David Mason
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Victoria Milner
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
- The National Psychology Clinic, London, United Kingdom
| | - Bryony Fairhurst
- The National Psychology Clinic, London, United Kingdom
- Berrywood Hospital, Northampton Healthcare National Health Service Foundation Trust, Northampton, United Kingdom
| | - Janine Robinson
- Cambridge Lifespan Autism Spectrum Service, Cambridgeshire and Peterborough National Health Service Foundation Trust, Cambridge, United Kingdom
| | - Nicola Gillan
- Bristol Autism Spectrum Service, Avon and Wiltshire Mental Health Partnership National Health Service Trust, Bristol, United Kingdom
| | - Ian Ensum
- Bristol Autism Spectrum Service, Avon and Wiltshire Mental Health Partnership National Health Service Trust, Bristol, United Kingdom
| | | | - Francesca Happe
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| |
Collapse
|
20
|
"Going Mobile"-increasing the reach of parent-mediated intervention for toddlers with ASD via group-based and virtual delivery. J Autism Dev Disord 2022; 52:5207-5220. [PMID: 35608785 PMCID: PMC9128315 DOI: 10.1007/s10803-022-05554-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/23/2022] [Indexed: 11/06/2022]
Abstract
Evidence supports early intervention for toddlers with ASD, but barriers to access remain, including system costs, workforce constraints, and a range of family socio-demographic factors. An urgent need exists for innovative models that maximize resource efficiency and promote widespread timely access. We examined uptake and outcomes from 82 families participating in a parent-mediated intervention comprising group-based learning and individual coaching, delivered either in-person (n = 45) or virtually (n = 37). Parents from diverse linguistic, ethnic, and educational backgrounds gained intervention skills and toddlers evidenced significant social-communication gains. Few differences emerged across socio-demographic factors or delivery conditions. Findings highlight the feasibility, acceptability, and promise of group-based learning when combined with individual coaching, with added potential to increase program reach via virtual delivery.
Collapse
|
21
|
Spain D, Stewart GR, Mason D, Robinson J, Capp SJ, Gillan N, Ensum I, Happé F. Autism Diagnostic Assessments With Children, Adolescents, and Adults Prior to and During the COVID-19 Pandemic: A Cross-Sectional Survey of Professionals. Front Psychiatry 2022; 13:789449. [PMID: 35573336 PMCID: PMC9096098 DOI: 10.3389/fpsyt.2022.789449] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 03/23/2022] [Indexed: 12/24/2022] Open
Abstract
Background Access to timely high quality autism diagnostic assessments has traditionally been patchy; many individuals wait months, if not years, for an appointment. The onset of the COVID-19 pandemic has likely impacted autism diagnostic services. This study investigated professionals' experiences of, and thoughts about: (1) how autism diagnostic assessments were conducted before the pandemic; (2) adaptations to service provision because of the pandemic; and (3) challenges, risks, advantages and opportunities associated with autism assessments conducted via online platforms (telehealth). Method Fifty-two professionals, based in different autism diagnostic services and working with children, adolescents and/or adults, completed an online cross-sectional survey in August and September 2020. This comprised demographic questions (about professionals' roles and experiences), and closed and open questions about service provision and telehealth autism assessments. Results There was substantial variation in how autism assessments were conducted prior to and during the pandemic; for example, in relation to the number of professionals involved in the assessment and types of structured, semi-structured and unstructured measures used to conduct this. Fifty-two percent of participants (n = 27) reported some service disruption (e.g., full closure, substantial reduction in provision, and/or pausing of in person appointments). Waiting times for assessment had become longer for 58% of services (n = 30), due to pandemic-related disruption. Six themes emerged from thematic analysis of open responses: (1) the autism diagnostic pathway, pre-pandemic; (2) initial impact of the pandemic on service delivery; (3) conducting autism assessments during the pandemic; (4) working remotely; (5) improving service design and delivery; and (6) post-diagnostic support. Views about the accessibility, validity, and reliability of conducting telehealth autism assessments were polarized. Some participants considered this efficient, flexible, and adequate; others viewed this as unethical and inappropriate. What constitutes good practice in telehealth autism assessments remains unclear, but there is a general openness to using this method (potentially in a hybrid telehealth-in person model), provided rigor and standardization are enhanced. Conclusions The pandemic has potentially compounded existing bottlenecks to the autism diagnostic pathway. Future research should seek to improve timeliness, standardization, accessibility and robustness of this pathway, and the validity and reliability of telehealth autism assessments.
Collapse
Affiliation(s)
- Debbie Spain
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Gavin R. Stewart
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - David Mason
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Janine Robinson
- Cambridge Lifespan Autism Spectrum Service, Cambridge, United Kingdom
| | - Simone J. Capp
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Nicola Gillan
- Bristol Autism Spectrum Service, Bristol, United Kingdom
| | - Ian Ensum
- Bristol Autism Spectrum Service, Bristol, United Kingdom
| | - Francesca Happé
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| |
Collapse
|
22
|
Kreysa H, Schneider D, Kowallik AE, Dastgheib SS, Doğdu C, Kühn G, Ruttloff JM, Schweinberger SR. Psychosocial and Behavioral Effects of the COVID-19 Pandemic on Children and Adolescents with Autism and Their Families: Overview of the Literature and Initial Data from a Multinational Online Survey. Healthcare (Basel) 2022; 10:714. [PMID: 35455891 PMCID: PMC9028372 DOI: 10.3390/healthcare10040714] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 04/05/2022] [Accepted: 04/07/2022] [Indexed: 02/04/2023] Open
Abstract
Since COVID-19 has become a pandemic, everyday life has seen dramatic changes affecting individuals, families, and children with and without autism. Among other things, these changes entail more time at home, digital forms of communication, school closures, and reduced support and intervention. Here, we assess the effects of the pandemic on quality of life for school-age autistic and neurotypical children and adolescents. First, we provide a comprehensive review of the current relevant literature. Next, we report original data from a survey conducted in several countries, assessing activities, well-being, and social life in families with autism, and their changes over time. We focus on differences between children with and without autism from within the same families, and on different outcomes for children with high- or low-functioning autism. While individuals with autism scored lower in emotional and social functioning than their neurotypical siblings, both groups of children showed comparable decreases in well-being and increases in anxiety, compared to before the pandemic. By contrast, decreases in adaptability were significantly more pronounced in autistic children and adolescents compared to neurotypical children and adolescents. Overall, although individual families reported some positive effects of pandemic restrictions, our data provide no evidence that these generalize across children and adolescents with autism, or even just to individuals with high-functioning autism. We discuss the increased challenges that need to be addressed to protect children and adolescents' well-being under pandemic conditions, but also point out potentials in the present situation that could be used towards social participation and success in older children and young adults with autism.
Collapse
Affiliation(s)
- Helene Kreysa
- Social Potential in Autism Research Unit & Department of General Psychology and Cognitive Neuroscience, Friedrich Schiller University Jena, 07743 Jena, Germany; (A.E.K.); (S.S.D.); (J.M.R.)
| | - Dana Schneider
- Social Potential in Autism Research Unit & Department of Social Psychology, Friedrich Schiller University Jena, 07743 Jena, Germany; (D.S.); (C.D.)
- DFG Scientific Network “Understanding Others”, SCHN 1481/2-1, 10117 Berlin, Germany
| | - Andrea Erika Kowallik
- Social Potential in Autism Research Unit & Department of General Psychology and Cognitive Neuroscience, Friedrich Schiller University Jena, 07743 Jena, Germany; (A.E.K.); (S.S.D.); (J.M.R.)
- Early Support and Counseling Center Jena, Herbert Feuchte Stiftungsverbund, 07743 Jena, Germany;
- Department of Psychiatry, Jena University Hospital, 07743 Jena, Germany
| | - Samaneh Sadat Dastgheib
- Social Potential in Autism Research Unit & Department of General Psychology and Cognitive Neuroscience, Friedrich Schiller University Jena, 07743 Jena, Germany; (A.E.K.); (S.S.D.); (J.M.R.)
| | - Cem Doğdu
- Social Potential in Autism Research Unit & Department of Social Psychology, Friedrich Schiller University Jena, 07743 Jena, Germany; (D.S.); (C.D.)
| | - Gabriele Kühn
- Early Support and Counseling Center Jena, Herbert Feuchte Stiftungsverbund, 07743 Jena, Germany;
| | - Jenny Marianne Ruttloff
- Social Potential in Autism Research Unit & Department of General Psychology and Cognitive Neuroscience, Friedrich Schiller University Jena, 07743 Jena, Germany; (A.E.K.); (S.S.D.); (J.M.R.)
| | - Stefan R. Schweinberger
- Social Potential in Autism Research Unit & Department of General Psychology and Cognitive Neuroscience, Friedrich Schiller University Jena, 07743 Jena, Germany; (A.E.K.); (S.S.D.); (J.M.R.)
| |
Collapse
|
23
|
Colombo P, Busti Ceccarelli S, Pacchiarini S, Cribellati S, Molteni M. MedicalBIT: A web platform for Standardized Data Acquisition, Processing and Export in Child Psychopathology Clinical Routine. From design to implementation. (Preprint). JMIR Form Res 2022; 6:e36757. [PMID: 35816380 PMCID: PMC9315902 DOI: 10.2196/36757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 05/06/2022] [Accepted: 05/22/2022] [Indexed: 11/16/2022] Open
Abstract
Background The rapid extent of digital innovation for the collection of data has transformed the way in which health professionals collect, share, and analyze health information for better clinical decision-making and health care. In the last decade, there has been an increased interest in telemedicine by mental health agencies; the gap between the need for care and both diagnosis and treatment is wide, and digital technology could play an important role in filling this gap. However, there are limited data on the effectiveness of the clinical process and cost-effectiveness of most telemedicine applications. Objective This study examined the implementation of the first Italian online, web-based, comprehensive screening tool and described the screening and diagnostic process through the interactive web platform in a child psychopathology clinic. This is a feasibility study that aims to present the design and implementation of the best practices to improve patient experiences and clinical outcomes. Moreover, the paper evaluates the platform with qualitative and quantitative measures. Methods We planned, designed, and implemented a web-based system to collect, store, and manage clinical data. The platform was developed by a multidisciplinary team composed of researchers, clinicians, and informatics professionals through different steps. First, we defined the clinical information to be collected. A number of measures were chosen, tapping several clinical risk areas such as neurodevelopmental disorders and emotional and behavioral problems. The web application architecture and process were then designed. The three phases of process design are described in detail: design of the input interface, processing design, and design of the output interface. Finally, the system has been implemented and evaluated. Based on indicators recommended by the National Quality Forum and the Italian National Guidelines, we evaluated the quality of the system and used quantitative measures that were replicable and comparable over time. Results We present the implemented architecture and features of Medea Information and Clinical Assessment On-Line (MedicalBIT), and we provide performance measures for the data collected between October 2018 and June 2021. The measured concepts pertain to four domains: access to care, financial impact/cost, experience, and effectiveness. Conclusions In this study, we present the successful implementation of an innovative digital tool. The findings of this study show that the implemented web-based platform appears to be an efficient, cost-effective, and feasible way to improve digital care in the field of child psychiatry.
Collapse
Affiliation(s)
- Paola Colombo
- Child Psychopathology Unit, Istituto di Ricovero e Cura a Carattere Scientifico Eugenio Medea, Bosisio Parini, Italy
| | - Silvia Busti Ceccarelli
- Child Psychopathology Unit, Istituto di Ricovero e Cura a Carattere Scientifico Eugenio Medea, Bosisio Parini, Italy
| | | | | | - Massimo Molteni
- Child Psychopathology Unit, Istituto di Ricovero e Cura a Carattere Scientifico Eugenio Medea, Bosisio Parini, Italy
| |
Collapse
|
24
|
Kryszak EM, Albright CM, Stephenson KG, Nevill RE, Hedley D, Burns CO, Young RL, Butter EM, Vargo K, Mulick JA. Preliminary Validation and Feasibility of the Autism Detection in Early Childhood-Virtual (ADEC-V) for Autism Telehealth Evaluations in a Hospital Setting. J Autism Dev Disord 2022; 52:5139-5149. [PMID: 35138558 PMCID: PMC9637241 DOI: 10.1007/s10803-022-05433-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/05/2022] [Indexed: 01/08/2023]
Abstract
This study provided preliminary validation of the Autism Detection in Early Childhood-Virtual (ADEC-V) for telehealth assessment of possible autism. Participants were 121 children (24.79% female) aged 18–47 months who completed telehealth evaluations at a large pediatric hospital in the Midwestern United States between October 2020 and February 2021. The ADEC-V showed good sensitivity (0.82) and specificity (0.78) and was significantly correlated with other ASD symptom measures (i.e., CARS-2, ADI-R). Internal consistency was acceptable (α = 0.77). These results need replication in a larger and broader sample including more children without ASD. This preliminary validation study identifies the ADEC-V as a promising measure for telehealth ASD assessments in young children.
Collapse
Affiliation(s)
- Elizabeth M Kryszak
- Nationwide Children's Hospital, Columbus, OH, USA. .,Department of Pediatrics and Psychology, The Ohio State University, Columbus, OH, USA. .,Child Development Center, Nationwide Children's Hospital, 187 W. Schrock Rd., Westerville, OH, 43081, USA.
| | - Charles M Albright
- Nationwide Children's Hospital, Columbus, OH, USA.,Department of Pediatrics and Psychology, The Ohio State University, Columbus, OH, USA
| | - Kevin G Stephenson
- Nationwide Children's Hospital, Columbus, OH, USA.,Department of Pediatrics and Psychology, The Ohio State University, Columbus, OH, USA
| | - Rose E Nevill
- School of Education and Human Development, University of Virginia, Charlottesville, VA, USA
| | - Darren Hedley
- School of Psychology & Public Health, Olga Tennison Autism Research Centre, La Trobe University, Melbourne, VIC, Australia
| | | | | | - Eric M Butter
- Nationwide Children's Hospital, Columbus, OH, USA.,Department of Pediatrics and Psychology, The Ohio State University, Columbus, OH, USA
| | | | - James A Mulick
- Department of Pediatrics and Psychology, The Ohio State University, Columbus, OH, USA
| |
Collapse
|