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Abstract
Autism Spectrum Disorder (ASD) is a neurodevelopmental condition characterized by challenges in social interaction and communication and the presence of restricted interests and repetitive behaviors. The importance of early detection of ASD and subsequent early intervention is well documented. Efforts have been made over the years to clarify ASD diagnostic criteria and develop predictive, accurate screening tools and evidence-based, standardized diagnostic instruments to aid in the identification of ASD. In this article, we review the most recent changes in ASD diagnostic criteria in the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, Text Revision, summarize evidence-based instruments for ASD screening and diagnostic evaluations as well as the assessment of co-occurring conditions in ASD, the impact of COVID-19 on ASD assessment, and directions for future research in the field of ASD assessment.
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Affiliation(s)
- Yue Yu
- University of California, Davis, Sacramento, USA
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2
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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 2023:10.1007/s10803-023-06176-3. [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] [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.
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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
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Khairetdinov OZ, Rubakova LI. Equivalence of the autism spectrum disorders diagnostics in children in telemedicine and face-to-face consultations: a literature review. CONSORTIUM PSYCHIATRICUM 2023; 4:55-64. [PMID: 38249532 PMCID: PMC10795948 DOI: 10.17816/cp12496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 08/31/2023] [Indexed: 01/23/2024] Open
Abstract
BACKGROUND The use of remote forms of mental health care has become widespread during the period of epidemiological restrictions due to the COVID-19 pandemic. Methodological and organizational issues remain insufficiently developed, including the level of equivalence of the use of telemedicine technologies in the diagnosis of autistic spectrum disorders. AIM Study of the equivalence of diagnostic tools in the framework of telemedicine and face-to-face consultations in children with autistic spectrum disorders according to modern scientific literature. METHODS A descriptive review of scientific studies published between January 2017 and May 2023 was carried out. The papers presented in the electronic databases PubMed, Web of Science, and eLibrary were analyzed. Descriptive analysis was used to summarize the obtained data. RESULTS The conducted analysis convincingly indicates sufficient equivalence of remote tools used in different countries for level I screening, assessment scales, and structured procedures for diagnosing autistic spectrum disorders with a high level of specificity from 60.0 to 94.4%, sensitivity from 75 dog 98.4%, and satisfaction of patients and their legal representatives. CONCLUSION The widespread use of validated telemedicine diagnostic systems in clinical practice contributes to the early detection of autistic spectrum disorders, increasing the timeliness and effectiveness of medical, corrective psychological, pedagogical, and habilitation interventions.
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Affiliation(s)
- Oleg Z. Khairetdinov
- Scientific and Practical Center for Mental Health of Children and Adolescents named after G.E. Sukhareva
| | - Luciena I. Rubakova
- Scientific and Practical Center for Mental Health of Children and Adolescents named after G.E. Sukhareva
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Bullard L, Harvey D, Abbeduto L. Exploring the feasibility of collecting multimodal multiperson assessment data via distance in families affected by fragile X syndrome. J Telemed Telecare 2023; 29:591-599. [PMID: 33840279 PMCID: PMC8505575 DOI: 10.1177/1357633x211003810] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 02/25/2021] [Indexed: 11/17/2022]
Abstract
INTRODUCTION Telehealth is an important tool in helping to provide services for hard-to-reach populations. One population that might benefit from telehealth are individuals with fragile X syndrome (FXS). Although FXS is the leading inherited cause of intellectual disability, it is nonetheless a low incidence disorder. Individuals with FXS and their families are involved in research studies, clinical trials and receive interventions - many of which are only offered in a few locations in the United States and thus, not easily accessible to many families. The current project explored the feasibility of using telehealth procedures to collect multimodal behavioural and psychological assessment data from these families. METHODS Participation in the current study involved online surveys, measures of physiological indices of stress, live interviews and observations of mother-child interactions conducted via distance videoconferencing using the family's own technology when possible. Across all modes of data collection, we obtained information regarding the feasibility of participating entirely via distance by documenting missing data as well as each mother's overall impression of participating via distance. RESULTS Our telehealth procedures were successfully implemented across a wide range of technology platforms with limited difficulty, and we documented little missing data due to technology-related challenges. Perhaps most importantly, however, our sample of mothers reported high satisfaction with participating via distance. DISCUSSION These findings suggest that a wide range of services and types of assessments may be amenable to telehealth procedures. Further, the findings have immediate applications as the field shifts towards telehealth due to the coronavirus disease 2019 (COVID-19) pandemic.
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Affiliation(s)
- Lauren Bullard
- MIND Institute, University of California, Davis, USA
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, USA
| | - Danielle Harvey
- Division of Biostatistics, Department of Public Health Sciences, University of California, Davis, USA
| | - Leonard Abbeduto
- MIND Institute, University of California, Davis, USA
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, USA
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Komanchuk J, Cameron JL, Kurbatfinski S, Duffett-Leger L, Letourneau N. A realist review of digitally delivered child development assessment and screening tools: Psychometrics and considerations for future use. Early Hum Dev 2023; 183:105818. [PMID: 37413949 DOI: 10.1016/j.earlhumdev.2023.105818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 06/18/2023] [Accepted: 06/27/2023] [Indexed: 07/08/2023]
Abstract
BACKGROUND Developmental screening improves the detection of developmental concerns, yet numerous children are not screened/assessed. Remote child developmental tool administration has been utilized to increase screening and assessment accessibility. METHOD We conducted a realist review to: (1) identify existing multi-domain child development assessment and screening tools for children 0-5 years; (2) review psychometric data on their digital (i.e., only administered remotely) administration; and (3) explore contextual factors relevant to their digital administration. We searched APA PsycInfo, MEDLINE, CINAHL, and ERIC to identify tools and papers on their psychometrics. We reference-searched included articles and searched Google for relevant grey literature. RESULTS Of 33 multi-domain child development tools identified in objective one, five tools (in five studies) were delivered digitally and compared to traditional (e.g., paper) delivery (i.e., objective two). Studies evaluated within-group equivalence reliability (k = 2) and between-group equivalence (k = 3). Within-group equivalence reliability was established for the Vineland Adaptive Behavior Scales, and domains (e.g., gross motor) of the Ages and Stages Questionnaires 2nd edition (ASQ-2) and Revised Prescreening Denver Questionnaire (R-PDQ). Between group equivalence was demonstrated for Developmental Neuropsychological Assessment, 2nd Edition (NEPSY-II) subtests and Bayley Scales of Infant and Toddler Development, 3rd edition (Bayley-3) items. In another between group evaluation, web-based and paper versions of the ASQ-2 were deemed generally equivalent. Digital Bayley-3 inter-observer reliability ranged from 0.82 to 1.0. Examiner support, time, tool modifications, family resources, and comfort promotion supported digital administration. CONCLUSION Digitally delivered ASQ-2, R-PDQ, Vineland, and Bayley-3 and NEPSY-II components show promise for equivalence with traditional administration.
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Affiliation(s)
| | - Judy L Cameron
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States
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Enneking B, Ryan T, Tang Q, James C, Rouse M, Curtin M, Keehn RM. Acceptability and Access Metrics for Telehealth Consultation of Pediatric Neurodevelopmental Disabilities During COVID-19. J Pediatr Health Care 2023; 37:200-207. [PMID: 36175312 DOI: 10.1016/j.pedhc.2022.08.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 08/22/2022] [Indexed: 11/17/2022]
Abstract
INTRODUCTION We report caregiver agreement to attend telehealth neurodevelopmental consultation during COVID-19, demographic differences in agreement, reasons families declined, and clinical access metrics before and during COVID-19. METHOD Data were gathered from telehealth referrals and consultations from April to July 2020. Schedulers documented agreement status and reasons for the decline. Wait time, lag time, and missed appointment rates were calculated to measure access. RESULTS Ninety-one percent agreed to attend telehealth consultation; 55% of those who declined preferred in-person services. There were no demographic differences between those who accepted, declined, or did not respond. The median wait time from referral to appointment was 60 days. Missed appointment rates were consistent with prepandemic rates. DISCUSSION Findings support literature suggesting patients are agreeable to telehealth. They diverged from evidence suggesting telehealth reduces missed appointments. Overall, results indicate telehealth is an acceptable alternative; however, further telehealth innovation is needed to address existing disparities.
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Haffner DN, Bauer Huang SL. Using Telemedicine to Overcome Barriers to Neurodevelopmental Care from the Neonatal Intensive Care Unit to School Entry. Clin Perinatol 2023; 50:253-268. [PMID: 36868709 DOI: 10.1016/j.clp.2022.10.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/05/2023]
Abstract
Dedicated Neonatal Intensive Care Unit (NICU) follow-up programs are recommended for ongoing surveillance for infants at high-risk for future neurodevelopmental impairment (NDI). Systemic, socioeconomic, and psychosocial barriers remain for referrals and the continued neurodevelopmental follow-up of high-risk infants. Telemedicine can help overcome these barriers. Telemedicine allows standardization of evaluations, increased referral rates, and reduced time to follow-up as well as increased therapy engagement. Telemedicine can expand neurodevelopmental surveillance and support all NICU graduates, facilitating the early identification of NDI. However, with the recent expansion of telemedicine during the COVID-19 pandemic, new barriers related to access and technological support have arisen.
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Affiliation(s)
- Darrah N Haffner
- Division of Pediatric Neurology, Department of Pediatrics, Nationwide Children's Hospital and the Ohio State University, 700 Children's Dr, Columbus, OH 43205, USA.
| | - Sarah L Bauer Huang
- Department of Pediatric and Developmental Neurology, Department of Neurology, Washington University in Saint Louis School of Medicine, 660 S. Euclid Avenue, St. Louis, MO 63110, USA
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Marino F, Failla C, Bruschetta R, Vetrano N, Scarcella I, Doria G, Chilà P, Minutoli R, Vagni D, Tartarisco G, Cerasa A, Pioggia G. TeleRehabilitation of Social-Pragmatic Skills in Children with Autism Spectrum Disorder: A Principal Component Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:3486. [PMID: 36834179 PMCID: PMC9967556 DOI: 10.3390/ijerph20043486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 02/07/2023] [Accepted: 02/14/2023] [Indexed: 06/18/2023]
Abstract
In many therapeutic settings, remote health services are becoming increasingly a viable strategy for behavior management interventions in children with autism spectrum disorder (ASD). However, there is a paucity of tools for recovering social-pragmatic skills. In this study, we sought to demonstrate the effectiveness of a new online behavioral training, comparing the performance of an ASD group carrying out an online treatment (n°8) with respect to a control group of demographically-/clinically matched ASD children (n°8) engaged in a traditional in-presence intervention (face-to-face). After a 4-month behavioral treatment, the pragmatic skills language (APL test) abilities detected in the experimental group were almost similar to the control group. However, principal component analysis (PCA) demonstrated that the overall improvement in socio-pragmatic skills was higher for ASD children who underwent in-presence training. In fact, dimensions defined by merging APL subscale scores are clearly separated in ASD children who underwent in-presence training with respect to those performing the online approach. Our findings support the effectiveness of remote healthcare systems in managing the social skills of children with ASD, but more approaches and resources are required to enhance remote services.
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Affiliation(s)
- Flavia Marino
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
| | - Chiara Failla
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
- Classical Linguistic Studies and Education Department, Kore University of Enna, 94100 Enna, Italy
| | - Roberta Bruschetta
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
- Department of Engineering, Università Campus Bio-Medico di Roma, Via Alvaro del Portillo 21, 00128 Rome, Italy
| | - Noemi Vetrano
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
- Department of Cognitive, Psychological and Pedagogical Sciences, and Cultural Studies, University of Messina, Via Concezione, 6/8, 98121 Messina, Italy
| | - Ileana Scarcella
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
- Faculty of Psychology, International Telematic University Uninettuno, Corso Vittorio Emanuele II, 39, 00186 Roma, Italy
| | - Germana Doria
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
- Faculty of Psychology, International Telematic University Uninettuno, Corso Vittorio Emanuele II, 39, 00186 Roma, Italy
| | - Paola Chilà
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
- Faculty of Psychology, International Telematic University Uninettuno, Corso Vittorio Emanuele II, 39, 00186 Roma, Italy
| | - Roberta Minutoli
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
- Faculty of Psychology, International Telematic University Uninettuno, Corso Vittorio Emanuele II, 39, 00186 Roma, Italy
| | - David Vagni
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
| | - Gennaro Tartarisco
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
| | - Antonio Cerasa
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
- S’Anna Institute, 88900 Crotone, Italy
- Pharmacotechnology Documentation and Transfer Unit, Preclinical and Translational Pharmacology, Department of Pharmacy, Health Science and Nutrition, University of Calabria, 87036 Arcavacata, Italy
| | - Giovanni Pioggia
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
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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.
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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
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Meimei L, Zenghui M. A systematic review of telehealth screening, assessment, and diagnosis of autism spectrum disorder. Child Adolesc Psychiatry Ment Health 2022; 16:79. [PMID: 36209100 PMCID: PMC9547568 DOI: 10.1186/s13034-022-00514-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 09/21/2022] [Indexed: 11/18/2022] Open
Abstract
There is a significant delay between parents having concerns and receiving a formal assessment and Autism Spectrum Disorder (ASD) diagnosis. Telemedicine could be an effective alternative that shortens the waiting time for parents and primary health providers in ASD screening and diagnosis. We conducted a systematic review examining the uses of telemedicine technology for ASD screening, assessment, or diagnostic purposes and to what extent sample characteristics and psychometric properties were reported. This study searched four databases from 2000 to 2022 and obtained 26 studies that met the inclusion criteria. The 17 applications used in these 26 studies were divided into three categories based on their purpose: screening, diagnostic, and assessment. The results described the data extracted, including study characteristics, applied methods, indicators seen, and psychometric properties. Among the 15 applications with psychometric properties reported, the sensitivity ranged from 0.70 to 1, and the specificity ranged from 0.38 to 1. The present study highlights the strengths and weaknesses of current telemedicine approaches and provides a basis for future research. More rigorous empirical studies with larger sample sizes are needed to understand the feasibility, strengths, and limitations of telehealth technologies for screening, assessing, and diagnosing ASD.
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Affiliation(s)
- Liu Meimei
- grid.12380.380000 0004 1754 9227Vrije University Amsterdam, Amsterdam, The Netherlands
| | - Ma Zenghui
- Beijing ALSOABA Technology Co. LTD, ALSOLIFE, Beijing, China
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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: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [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.
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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
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Vanegas SB, Dueñas AD, Kunze M, Xu Y. Adapting
parent‐focused
interventions for diverse caregivers of children with intellectual and developmental disabilities: Lessons learned during global crises. JOURNAL OF POLICY AND PRACTICE IN INTELLECTUAL DISABILITIES 2022. [DOI: 10.1111/jppi.12422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
| | - Ana D. Dueñas
- College of Education and Human Services Lehigh University Bethlehem Pennsylvania USA
| | - Megan Kunze
- Department of Special Education and Clinical Sciences and Center for Brain Injury Research and Training University of Oregon Eugene Oregon USA
| | - Yue Xu
- Department of Health Sciences Education University of Illinois College of Medicine at Rockford Rockford Illinois USA
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Zaadnoordijk L, Cusack R. Online testing in developmental science: A guide to design and implementation. ADVANCES IN CHILD DEVELOPMENT AND BEHAVIOR 2022; 62:93-125. [PMID: 35249687 DOI: 10.1016/bs.acdb.2022.01.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
At present, most developmental psychology experiments use participants from a mere subsection of the world's population. Moreover, like other fields of psychology, many studies in developmental psychology suffer from low statistical power due to small samples and limited observations. Online testing holds promise as a way to achieve more representative and robust, better powered experiments. As participants do not have to visit in person, it is easier to access populations living further away from a developmental lab, enabling testing of more diverse populations (e.g., urban vs rural areas, various different nationalities or geographies), both within and beyond the researcher's home country. Furthermore, due to the codified nature of browser-based online testing, it is possible for multiple labs to carry out the exact same study, allowing for better replications. Because of these advantages, developmental researchers have started to move experiments online so that caregivers and their children can participate from their home environments. However, the transition from traditional lab testing to remote online testing brings many challenges. Laboratory studies of infant and child development are typically conducted under highly standardized conditions to control factors, such as distractors, distance to the screen, movement, and lighting, and often rely on specialized equipment for measuring behavior. In this chapter, we provide a guide for researchers considering online testing of a developmental population. The different sections comprise an overview of the decision-making processes and the state-of-the-art advances associated with, as well as tangible recommendations for, online data collection.
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Affiliation(s)
- Lorijn Zaadnoordijk
- Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
| | - Rhodri Cusack
- Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland.
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Vanegas SB, Dueñas AD, Kunze M, Xu Y. Adapting parent-focused interventions for diverse caregivers of children with intellectual and developmental disabilities: Lessons learned during global crises. JOURNAL OF POLICY AND PRACTICE IN INTELLECTUAL DISABILITIES 2022; na:1-13. [PMID: 35919414 PMCID: PMC9340799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Parent-focused interventions have been designed to provide training and support to caregivers who are essential in achieving positive outcomes for children with intellectual and developmental disabilities (IDD). In 2020, significant crises, including the COVID-19 pandemic and continued racial tensions, profoundly impacted the livelihood of children with IDD and their families. Many ongoing efforts to address disparities among this population were halted temporarily and required further adaptations. Researchers adapted interventions and support to address the disparities impacting children with IDD and their families with limited guidance. We provide a descriptive case analysis of four parent-focused interventions that responded to the global crises to continue serving children with IDD and their families. The four distinct programs were based on applied behavior analysis and naturalistic, developmental-behavioral paradigms that were culturally adapted for families of young children with IDD from diverse cultural and socioeconomic backgrounds. We present the qualitative reports on the challenges and benefits that arose with adapting the four parent-focused interventions for telehealth implementation. We focused specifically on adaptations made in recruitment and retention, instrumentation and measurement, research staff training, and intervention delivery. We synthesize our experience with challenges and solutions in adapting parent-focused interventions for racially/ethnically and socioeconomically diverse children with IDD and their families. We conclude with recommendations for researchers and practitioners on methods for adapting parent-focused interventions to address the significant health disparities that impact racially, ethnically, and socioeconomically diverse children with IDD and their families.
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Affiliation(s)
- Sandra B. Vanegas
- School of Social Work, Texas State University, San Marcos, Texas, USA
| | - Ana D. Dueñas
- College of Education and Human Services, Lehigh University, Bethlehem, Pennsylvania, USA
| | - Megan Kunze
- Department of Special Education and Clinical Sciences and Center for Brain Injury Research and Training, University of Oregon, Eugene, Oregon, USA
| | - Yue Xu
- Department of Health Sciences Education, University of Illinois College of Medicine at Rockford, Rockford, Illinois, USA
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15
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Hampton LH, Rodriguez EM. Preemptive interventions for infants and toddlers with a high likelihood for autism: A systematic review and meta-analysis. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2021; 26:1364-1378. [PMID: 34628968 DOI: 10.1177/13623613211050433] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
LAY ABSTRACT Interventions to address core symptoms for young children on the autism spectrum have a strong and growing evidence base. Adapting and delivering evidence-based interventions to infants and toddlers with a high likelihood for autism is a logical next step. This systematic review and meta-analysis summarize the association between infant and toddler interventions and developmental and family outcomes. Results indicate that these early interventions are effective for improving parent implementation of core strategies, yet the effects do not readily translate to child outcomes. However, key studies demonstrate conditional results that indicate that parent implementation is associated with child outcome. Implications for research and practice toward building adaptive interventions that respond to parent implementation and changing child characteristics are discussed.
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16
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Zwaigenbaum L, Bishop S, Stone WL, Ibanez L, Halladay A, Goldman S, Kelly A, Klaiman C, Lai MC, Miller M, Saulnier C, Siper P, Sohl K, Warren Z, Wetherby A. Rethinking autism spectrum disorder assessment for children during COVID-19 and beyond. Autism Res 2021; 14:2251-2259. [PMID: 34553489 PMCID: PMC8646364 DOI: 10.1002/aur.2615] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 07/21/2021] [Accepted: 09/09/2021] [Indexed: 12/29/2022]
Abstract
The COVID-19 pandemic has posed unique challenges for families and caregivers, as well as for autism-focused clinicians, who are faced with providing a thorough and accurate evaluation of children's specific needs and diagnoses in the absence of in-person assessment tools. The shift to telehealth assessments has challenged clinicians to reconsider approaches and assumptions that underlie the diagnostic assessment process, and to adopt new ways of individualizing standard assessments according to family and child needs. Mandates for physical distancing have uncovered deficiencies in diagnostic practices for suspected autism and have illuminated biases that have posed obstacles preventing children and families from receiving the services that they truly need. This Commentary outlines several considerations for improving diagnostic practices as we move forward from the current pandemic and continue to strive to build an adaptable, sustainable, equitable, and family-centered system of care. LAY SUMMARY: Physical distancing and the abrupt end to in-person services for many children on the autism spectrum has forced clinicians to examine the existing challenges with autism spectrum disorder (ASD) diagnostic assessment and consider things they want to keep and things that should be changed in the years ahead. New approaches such as telehealth both alleviated and exacerbated existing disparities, and brought into stark focus the importance of equitable and timely access to family-centered care. This commentary suggests ways of improving clinical practices related to ASD assessment to continue along this path.
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Affiliation(s)
- Lonnie Zwaigenbaum
- Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | - Somer Bishop
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, California, USA
| | - Wendy L Stone
- Department of Psychology, University of Washington, Seattle, Washington, USA
| | - Lisa Ibanez
- Department of Psychology, University of Washington, Seattle, Washington, USA
| | - Alycia Halladay
- Autism Science Foundation, New York, New York, USA.,Department of Pharmacology and Toxicology, Rutgers University, Piscataway, New Jersey, USA
| | - Sylvie Goldman
- Department of Neurology, G.H. Sergievsky Center, Columbia University Medical Center, New York, New York, USA
| | - Amy Kelly
- Devereux Advanced Behavioral Health, Villanova, Pennsylvania, USA
| | - Cheryl Klaiman
- Department of Pediatrics, Emory School of Medicine, Atlanta, Georgia, USA
| | - Meng-Chuan Lai
- The Margaret and Wallace McCain Centre for Child, Youth & Family Mental Health and Azrieli Adult Neurodevelopmental Centre, Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada.,Department of Psychiatry and Autism Research Unit, The Hospital for Sick Children, Toronto, Ontario, Canada.,Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada.,Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, UK.,Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan
| | - Meghan Miller
- Department of Psychiatry & Behavioral Sciences and MIND Institute, University of California, Davis, California, USA
| | - Celine Saulnier
- Department of Pediatrics, Emory School of Medicine, Atlanta, Georgia, USA.,Neurodevelopmental Assessment & Consulting Services, Decatur, Georgia, USA
| | - Paige Siper
- Seaver Autism Center for Research and Treatment, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA.,Mindich Child Health and Development Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Kristin Sohl
- Department of Child Health, University of Missouri School of Medicine, Columbia, Missouri, USA
| | - Zachary Warren
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Amy Wetherby
- Department of Clinical Sciences, College of Medicine, Florida State University, Tallahassee, Florida, USA
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17
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Talbott MR, Dufek S, Young G, Rogers SJ. Leveraging telehealth to evaluate infants with prodromal autism spectrum disorder characteristics using the telehealth evaluation of development for infants. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2021; 26:1242-1254. [PMID: 34549613 DOI: 10.1177/13623613211045596] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
LAY ABSTRACT Many families seeking early evaluations for autism spectrum disorder face long waitlists, must often travel to centers with appropriate expertise, and are frequently told by providers to "wait and see." This results in significant stress for families and delayed supports to infants and their caregivers who could benefit. This study evaluated whether telehealth could be used to identify and evaluate infants with early autism spectrum disorder characteristics in the first year of life. In this study, we evaluated 41 infants via telehealth using a standard set of probes and scored behavior related to social communication, play, imitation, and other developmental domains. We found the majority of infants demonstrated elevated likelihood of autism spectrum disorder on both parent-reported questionnaires and examiner-rated behavior. Caregiver ratings of the overall utility of the protocol used in this study were high. Overall, this study demonstrates the feasibility for telehealth-based approaches to evaluate infants' with elevated likelihood of autism spectrum disorder in the first year of life, which could help to improve families' access to care and to expand our capacity to conduct studies evaluating possible intervention supports.
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18
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Long M, Register-Brown K. Autism Spectrum Disorder. Pediatr Rev 2021; 42:360-374. [PMID: 34210755 DOI: 10.1542/pir.2020-000547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Affiliation(s)
| | - Kelly Register-Brown
- Division of Psychiatry and Behavioral Health Sciences, Children's National Hospital, Washington, DC
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19
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Wagner L, Weitlauf AS, Hine J, Corona LL, Berman AF, Nicholson A, Allen W, Black M, Warren Z. Transitioning to Telemedicine During COVID-19: Impact on Perceptions and Use of Telemedicine Procedures for the Diagnosis of Autism in Toddlers. J Autism Dev Disord 2021; 52:2247-2257. [PMID: 34085153 PMCID: PMC8175230 DOI: 10.1007/s10803-021-05112-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/25/2021] [Indexed: 12/25/2022]
Abstract
The COVID-19 pandemic has increased the use of telemedicine as an avenue to address the need for diagnostic clarification in young children at risk for autism spectrum disorder (ASD). Although preliminary research has supported the use of telemedicine for identifying ASD in toddlers, little is known about the experiences of practitioners attempting direct-to-home tele-assessment. We surveyed diagnostic providers regarding changes in practice behavior in the initial months of the COVID-19 pandemic and their perceptions of ASD tele-assessment. We also examined the use of the TELE-ASD-PEDS, a novel tool for ASD tele-assessment, in response to COVID-19 at seven sites across the country. Results support the clinical acceptability and diagnostic utility of ASD tele-assessment while also highlighting critical avenues of future investigation.
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Affiliation(s)
- Liliana Wagner
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17thAvenue, Suite 202, Nashville, TN 37203 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, 1207 17thAvenue, 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 17thAvenue, Suite 202, Nashville, TN 37203 USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN USA
| | - Laura L. Corona
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17thAvenue, Suite 202, Nashville, TN 37203 USA
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN USA
| | - Anna F. Berman
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17thAvenue, Suite 202, Nashville, TN 37203 USA
| | - Amy Nicholson
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17thAvenue, 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
| | | | | | - Zachary Warren
- Vanderbilt Kennedy Center/Treatment and Research Institute for Autism Spectrum Disorders, Vanderbilt University Medical Center, 1207 17thAvenue, 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
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20
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Berger NI, Wainer AL, Kuhn J, Bearss K, Attar S, Carter AS, Ibanez LV, Ingersoll BR, Neiderman H, Scott S, Stone WL. Characterizing Available Tools for Synchronous Virtual Assessment of Toddlers with Suspected Autism Spectrum Disorder: A Brief Report. J Autism Dev Disord 2021; 52:423-434. [PMID: 33606157 PMCID: PMC7893832 DOI: 10.1007/s10803-021-04911-2] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/01/2021] [Indexed: 02/06/2023]
Abstract
The COVID-19 pandemic, and associated social distancing mandates, has placed significant limitations on in-person health services, requiring creative solutions for supporting clinicians engaged in the diagnosis of autism spectrum disorder (ASD). This report describes the five virtual instruments available at the time of manuscript development for use by experienced clinicians making diagnostic determinations of ASD for toddlers across the 12- to 36-months age range. We focus on synchronous virtual assessments in which clinicians guide the child's caregiver through a range of assessment activities and observe spontaneous and elicited behaviors. Assessments are compared on dimensions of targeted behavioral domains, specific activities and presses employed, scoring approaches, and other key logistical considerations to guide instrument selection for use in varied clinical and research contexts.
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Affiliation(s)
- Natalie I Berger
- Autism Assessment, Research, and Treatment Center, Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, 1645 W. Jackson Blvd., Suite 603, Chicago, IL, 60612, USA
| | - Allison L Wainer
- Autism Assessment, Research, and Treatment Center, Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, 1645 W. Jackson Blvd., Suite 603, Chicago, IL, 60612, USA.
| | - Jocelyn Kuhn
- Department of Pediatrics, Boston University and Boston Medical Center, 801 Albany St., 3rd Floor, Boston, MA, 02119, USA
| | - Karen Bearss
- Seattle Children's Autism Center, Department of Psychiatry and Behavioral Sciences, University of Washington, 4909 25th Ave NE, Seattle, WA, 98105, USA
| | - Shana Attar
- Department of Psychology, University of Washington, CHDD Box 357920, Seattle, WA, 98195, USA
| | - Alice S Carter
- Department of Psychology, University of Massachusetts Boston, 100 Morrissey Boulevard, Boston, MA, 02125, USA
| | - Lisa V Ibanez
- Department of Psychology, University of Washington, CHDD Box 357920, Seattle, WA, 98195, USA
| | - Brooke R Ingersoll
- Department of Psychology, Michigan State University, 316 Physics Rd., Room 105B, East Lansing, MI, 48824, USA
| | - Hannah Neiderman
- Department of Psychology, University of Washington, CHDD Box 357920, Seattle, WA, 98195, USA
| | - Sabine Scott
- Department of Psychology, University of Washington, CHDD Box 357920, Seattle, WA, 98195, USA
| | - Wendy L Stone
- Department of Psychology, University of Washington, CHDD Box 357920, Seattle, WA, 98195, USA
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21
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Brodie N, Perdomo JE, Silberholz EA. The dual pandemics of COVID-19 and racism: impact on early childhood development and implications for physicians. Curr Opin Pediatr 2021; 33:159-169. [PMID: 33394742 DOI: 10.1097/mop.0000000000000985] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE OF REVIEW The novel coronavirus (COVID-19) pandemic has highlighted healthcare and racial inequities. This article discusses recent literature documenting the impact of racism on early childhood development, disparities in access to developmental services and ways healthcare providers and health systems can promote physician well being during these difficult times. RECENT FINDINGS Exposure to racism begins prenatally, and early childhood experiences with racism are intimately tied to adverse physical and mental health outcomes. Early intervention is key to treating children with developmental delay, but disparities exist in accessing eligibility screening and in the provision of services. Paediatric providers are at risk of developing secondary traumatic stress and burnout, which may affect the care that they provide. SUMMARY New research has led to the development of resources that help paediatric providers address racism, access developmental resources in a novel manner and protect the paediatric workforce from trauma and burnout.
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Affiliation(s)
| | - Joanna E Perdomo
- Division of General Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Elizabeth A Silberholz
- Division of General Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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22
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Desideri L, Pérez-Fuster P, Herrera G. Information and Communication Technologies to Support Early Screening of Autism Spectrum Disorder: A Systematic Review. CHILDREN-BASEL 2021; 8:children8020093. [PMID: 33535513 PMCID: PMC7912726 DOI: 10.3390/children8020093] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 01/18/2021] [Accepted: 01/26/2021] [Indexed: 11/16/2022]
Abstract
The aim of this systematic review is to identify recent digital technologies used to detect early signs of autism spectrum disorder (ASD) in preschool children (i.e., up to six years of age). A systematic literature search was performed for English language articles and conference papers indexed in Pubmed, PsycInfo, ERIC, CINAHL, WoS, IEEE, and ACM digital libraries up until January 2020. A follow-up search was conducted to cover the literature published until December 2020 for the usefulness and interest in this area of research during the Covid-19 emergency. In total, 2427 articles were initially retrieved from databases search. Additional 481 articles were retrieved from follow-up search. Finally, 28 articles met the inclusion criteria and were included in the review. The studies included involved four main interface modalities: Natural User Interface (e.g., eye trackers), PC or mobile, Wearable, and Robotics. Most of the papers included (n = 20) involved the use of Level 1 screening tools. Notwithstanding the variability of the solutions identified, psychometric information points to considering available technologies as promising supports in clinical practice to detect early sign of ASD in young children. Further research is needed to understand the acceptability and increase use rates of technology-based screenings in clinical settings. .
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Affiliation(s)
| | - Patricia Pérez-Fuster
- Autism and Technologies Laboratory, University Research Institute on Robotics and Information and Communication Technologies (IRTIC), Universitat de València, 46010 València, Spain; (P.P.-F.); (G.H.)
| | - Gerardo Herrera
- Autism and Technologies Laboratory, University Research Institute on Robotics and Information and Communication Technologies (IRTIC), Universitat de València, 46010 València, Spain; (P.P.-F.); (G.H.)
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23
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Brewer N, Young RL, Lucas CA. Autism Screening in Early Childhood: Discriminating Autism From Other Developmental Concerns. Front Neurol 2020; 11:594381. [PMID: 33362696 PMCID: PMC7758341 DOI: 10.3389/fneur.2020.594381] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Accepted: 11/23/2020] [Indexed: 12/27/2022] Open
Abstract
Early identification of autism, followed by appropriate intervention, has the potential to improve outcomes for autistic individuals. Numerous screening instruments have been developed for children under 3 years of age. Level 1 screeners are used in large-scale screening to detect at-risk children in the general population; Level 2 screeners are concerned with distinguishing children with signs of autism from those with other developmental problems. The focus here is evaluation of Level 2 screeners. However, given the contributions of Level 1 screeners and the necessity to understand how they might interface with Level 2 screeners, we briefly review Level 1 screeners and consider instrument characteristics and system variables that may constrain their effectiveness. The examination of Level 2 screeners focuses on five instruments associated with published evaluations in peer-reviewed journals. Key criteria encompass the traditional indices of test integrity such as test reliability (inter-rater, test-retest) and construct validity, including concurrent and predictive validity, sensitivity (SE), and specificity (SP). These evaluations reveal limitations, including inadequate sample sizes, reliability issues, and limited involvement of independent researchers. Also lacking are comparative test evaluations under standardized conditions, hindering interpretation of differences in discriminative performance across instruments. Practical considerations constraining the use of such instruments—such as the requirements for training in test administration and test administration time—are canvassed. Published Level 2 screener short forms are reviewed and, as a consequence of that evaluation, future directions for assessing the discriminative capacity of items and measures are suggested. Suggested priorities for future research include targeting large and diverse samples to permit robust appraisals of Level 2 items and scales across the 12–36 month age range, a greater focus on precise operationalization of items and response coding to enhance reliability, ongoing exploration of potentially discriminating items at the younger end of the targeted age range, and trying to unravel the complexities of developmental trajectories in autistic infants. Finally, we emphasize the importance of understanding how screening efficacy is dependent on clinicians' and researchers' ability not only to develop screening tests but also to negotiate the complex organizational systems within which screening procedures must be implemented.
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Affiliation(s)
- Neil Brewer
- College of Education, Psychology & Social Work, Flinders University, Adelaide, SA, Australia
| | - Robyn L Young
- College of Education, Psychology & Social Work, Flinders University, Adelaide, SA, Australia
| | - Carmen A Lucas
- College of Education, Psychology & Social Work, Flinders University, Adelaide, SA, Australia
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24
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Talbott MR, Miller MR. Future Directions for Infant Identification and Intervention for Autism Spectrum Disorder from a Transdiagnostic Perspective. JOURNAL OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY : THE OFFICIAL JOURNAL FOR THE SOCIETY OF CLINICAL CHILD AND ADOLESCENT PSYCHOLOGY, AMERICAN PSYCHOLOGICAL ASSOCIATION, DIVISION 53 2020; 49:688-700. [PMID: 32701034 PMCID: PMC7541743 DOI: 10.1080/15374416.2020.1790382] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
By the time they are typically detected, neurodevelopmental disorders like autism spectrum disorder (ASD) are already challenging to treat. Preventive and early intervention strategies in infancy are critical for improving outcomes over the lifespan with significant cost savings. However, the impact of prevention and early intervention efforts is dependent upon our ability to identify infants most appropriate for such interventions. Because there may be significant overlap between prodromal symptoms across neurodevelopmental disorders and child psychopathology more broadly which may wax and wane across development, we contend that the impact of prevention and early intervention efforts will be heightened by identifying early indicators that may overlap across ASD and other commonly co-occurring disorders. This paper summarizes the existing literature on infant symptoms and identification of ASD to demonstrate the ways in which a transdiagnostic perspective could expand the impact of early identification and intervention research and clinical efforts, and to outline suggestions for future empirical research programs addressing current gaps in the identification-to-treatment pipeline. We propose four recommendations for future research that are both grounded in developmental and clinical science and that are scalable for early intervention systems: (1) development of fine-grained, norm-referenced measures of ASD-relevant transdiagnostic behavioral domains; (2) identification of shared and distinct mechanisms influencing the transition from risk to disorder; (3) determination of key cross-cutting treatment strategies (both novel and extracted from existing approaches) effective in targeting specific domains across disorders; and (4) integration of identified measures and treatments into existing service systems.
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Affiliation(s)
- Meagan R Talbott
- MIND Institute and Department of Psychiatry & Behavioral Sciences, University of California
| | - Meghan R Miller
- MIND Institute and Department of Psychiatry & Behavioral Sciences, University of California
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25
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Kelleher BL, Halligan T, Witthuhn N, Neo WS, Hamrick L, Abbeduto L. Bringing the Laboratory Home: PANDABox Telehealth-Based Assessment of Neurodevelopmental Risk in Children. Front Psychol 2020; 11:1634. [PMID: 32849001 PMCID: PMC7399221 DOI: 10.3389/fpsyg.2020.01634] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 06/16/2020] [Indexed: 12/18/2022] Open
Abstract
Background Advances in clinical trials have revealed a pressing need for outcome measures appropriate for children with neurogenetic syndromes (NGS). However, the field lacks a standardized, flexible protocol for collecting laboratory-grade experimental data remotely. To address this challenge, we developed PANDABox (Parent-Administered Neurodevelopmental Assessment), a caregiver-facilitated, remotely administered assessment protocol for collecting integrated and high quality clinical, behavioral, and spectral data relevant to a wide array of research questions. Here, we describe PANDABox development and report preliminary data regarding: (1) logistics and cost, (2) caregiver fidelity and satisfaction, and (3) data quality. Methods We administered PANDABox to a cohort of 16 geographically diverse caregivers and their infants with Down syndrome. Tasks assessed attention, language, motor, and atypical behaviors. Behavioral and physiological data were synchronized and coded offline by trained research assistants. Results PANDABox required low resources to administer and was well received by families, with high caregiver fidelity (94%) and infant engagement (91%), as well as high caregiver-reported satisfaction (97% positive). Missing data rates were low for video frames (3%) and vocalization recordings (6%) but were higher for heart rate (25% fully missing and 13% partially missing) and discrete behavioral presses (8% technical issues and 19% not enough codable behavior), reflecting the increased technical demands for these activities. Conclusion With further development, low-cost laboratory-grade research protocols may be remotely administered by caregivers in the family home, opening a new frontier for cost-efficient, scalable assessment studies for children with NGS other neurodevelopmental disorders.
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Affiliation(s)
- Bridgette L Kelleher
- Department of Psychological Sciences, Purdue University, West Lafayette, IN, United States
| | - Taylor Halligan
- Department of Psychological Sciences, Purdue University, West Lafayette, IN, United States
| | - Nicole Witthuhn
- Department of Psychological Sciences, Purdue University, West Lafayette, IN, United States
| | - Wei Siong Neo
- Department of Psychological Sciences, Purdue University, West Lafayette, IN, United States
| | - Lisa Hamrick
- Department of Psychological Sciences, Purdue University, West Lafayette, IN, United States
| | - Leonard Abbeduto
- Department of Psychiatry and Behavioral Sciences, MIND Institute, University of California, Davis, Davis, CA, United States
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