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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.
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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
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Wallis KE, Guthrie W. Screening for Autism: A Review of the Current State, Ongoing Challenges, and Novel Approaches on the Horizon. Pediatr Clin North Am 2024; 71:127-155. [PMID: 38423713 DOI: 10.1016/j.pcl.2023.12.003] [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] [Indexed: 03/02/2024]
Abstract
Screening for autism is recommended in pediatric primary care. However, the median age of autism spectrum disorder (ASD) diagnosis is substantially higher than the age at which autism can reliably be identified, suggesting room for improvements in autism recognition at young ages, especially for children from minoritized racial and ethnic groups, low-income families, and families who prefer a language other than English. Novel approaches are being developed to utilize new technologies in aiding in autism recognition. However, attention to equity is needed to minimize bias. Additional research on the benefits and potential harms of universal autism screening is needed. The authors provide suggestions for pediatricians who are considering implementing autism-screening programs.
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Affiliation(s)
- Kate E Wallis
- Division of Developmental and Behavioral Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; PolicyLab, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Clinical Futures, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
| | - Whitney Guthrie
- Division of Developmental and Behavioral Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Clinical Futures, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Center for Autism Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Child and Adolescent Psychiatry and Behavioral Sciences, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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Segre G, Clavenna A, Roberti E, Scarpellini F, Cartabia M, Pandolfini C, Tessarollo V, Costantino I, Bonati M. Pediatrician and parental evaluation of child neurodevelopment at 2 years of age. BMC Pediatr 2024; 24:137. [PMID: 38388376 PMCID: PMC10882900 DOI: 10.1186/s12887-024-04616-2] [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: 05/09/2023] [Accepted: 02/02/2024] [Indexed: 02/24/2024] Open
Abstract
BACKGROUND The early identification of infants with a risk for neurodevelopmental disorders in the first few years of life is essential for better developmental outcomes. Screenings should be carried out by combining the family pediatricians' and parents' perspectives, the two fundamental sources of information on children's health. The present study has three aims: (a) to test the feasibility of parent-report instruments to detect warning signs in their children's development; (b) to ascertain whether there is an agreement between the family pediatricians' (FP) clinical judgments of warning signs and the parental perceptions; (c) to determine whether there is a link between parents' distress and child development. METHODS Within the NASCITA birth cohort, in addition to the family pediatrician's clinical evaluation with routine tools, the Modified Checklist for Autism in Toddlers, Revised (M-CHAT-R) was completed by parents to assess the child's language, social skills, behavior, and sensory areas. Parents were also asked to complete the Parenting Stress Index, Short Form (PSI-SF) to verify the magnitude of stress in the parent-child system. Univariate and multivariate analyses were performed to evaluate the association between child and parental characteristics and the presence of warning signs. RESULTS The follow-up assessment was completed for 435 infants: 69 (15.8%) presented warning signs: 43 in the pediatrician's assessment and 36 in the M-CHAT-R (10 in both). A total of 16 children (14 with warning signs) received a diagnosis after a specialist evaluation. Being male (OR 2.46, 95%CI: 1.23-4.91) and having sleep disorders (OR 2.43, 95% CI 1.17-5.04) was associated with a greater likelihood of warning signs in the multivariate analysis, while reading aloud was a protective factor (not exposed versus exposed (OR = 3.14; 95% CI 1.60-6.17). For 73 children (18.4%), at least one parent tested positive for PSI-SF. An increased prevalence of parental distress was observed in children with warning signs (OR 2.36, 95% CI 1.27-4.37). CONCLUSIONS Integrating physician and parental perspectives during well-child visits and in clinical practice appears feasible and can improve the identification of children at risk of developmental disorders.
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Affiliation(s)
- Giulia Segre
- Laboratory of Epidemiology of Developing Age, Department of Medical Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, Milan, 20156, Italy
| | - Antonio Clavenna
- Laboratory of Epidemiology of Developing Age, Department of Medical Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, Milan, 20156, Italy
| | - Elisa Roberti
- Laboratory of Epidemiology of Developing Age, Department of Medical Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, Milan, 20156, Italy
| | - Francesca Scarpellini
- Laboratory of Epidemiology of Developing Age, Department of Medical Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, Milan, 20156, Italy
- Centro Psicodiagnostico Italiano, Milan, Italy
| | - Massimo Cartabia
- Laboratory of Epidemiology of Developing Age, Department of Medical Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, Milan, 20156, Italy
| | - Chiara Pandolfini
- Laboratory of Epidemiology of Developing Age, Department of Medical Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, Milan, 20156, Italy
| | - Valeria Tessarollo
- Child Neuropsychiatry Unit, Department of Health Sciences, San Paolo Hospital, ASST Santi Paolo e Carlo, Università degli Studi di Milano, Milan, Italy
| | - Ilaria Costantino
- Child Neuropsychiatry Unit, Department of Health Sciences, San Paolo Hospital, ASST Santi Paolo e Carlo, Università degli Studi di Milano, Milan, Italy
| | - Maurizio Bonati
- Laboratory of Epidemiology of Developing Age, Department of Medical Epidemiology, Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Via Mario Negri 2, Milan, 20156, Italy.
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Attar SM, Bradstreet LE, Ramsey RK, Kelly K, Robins DL. Validation of the Electronic Modified Checklist for Autism in Toddlers, Revised with Follow-Up: A Nonrandomized Controlled Trial. J Pediatr 2023; 262:113343. [PMID: 36736890 PMCID: PMC10390646 DOI: 10.1016/j.jpeds.2022.11.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 10/20/2022] [Accepted: 11/30/2022] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To examine the classification rates and screening properties, including sensitivity and specificity, of the web-based Modified Checklist for Autism in Toddler, Revised with Follow-Up (M-CHAT-R/F) compared with paper-phone administration, and to determine the extent to which electronic M-CHAT-R/F streamlines screening, increases screening fidelity, increases diagnostic evaluation participation, and decreases waiting time from screening to evaluation compared with paper-phone modality. STUDY DESIGN Primary-care practices in urban and suburban settings administered either the web-based or paper-phone M-CHAT-R/F using a prospective nonrandomized control design. Toddlers (n = 17 900) were screened between 2009 and 2016 at routine well-child check-ups. Toddlers who screened at risk on the M-CHAT-R/F were invited to complete diagnostic evaluations; 176 children were diagnosed with autism. The χ2, Fisher exact, and t-tests, as well as regression and screening properties, were used to compare outcome distributions, screening properties, and implementation by modality. RESULTS Classification rates of the initial M-CHAT-R into low, medium, and high risk were significantly different across modalities with very small effect sizes. Sensitivity and specificity were high across both modalities. For children in the medium-risk range, the web-based modality had a greater rate of predicting risk for autism after Follow-Up compared with the paper-phone modality, and the web eliminated delay between initial screen and Follow-Up. The web-based modality showed increased screening fidelity, no data loss, and similar rates of evaluation attendance and time to evaluation from Follow-Up administration. CONCLUSIONS The web-based M-CHAT-R/F is a valid tool for universal autism screening. Systems-level decisions should balance the increased feasibility of the electronic administration with the increase in Follow-Up accuracy provided by skilled clinician interview.
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Alhozyel E, Elbedour L, Balaum R, Meiri G, Michaelovski A, Dinstein I, Davidovitch N, Kerub O, Menashe I. Association Between Early Developmental Milestones and Autism Spectrum Disorder. Res Child Adolesc Psychopathol 2023; 51:1511-1520. [PMID: 37231233 DOI: 10.1007/s10802-023-01085-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/18/2023] [Indexed: 05/27/2023]
Abstract
Early diagnosis and treatment of autism spectrum disorder (ASD) has been shown to lead to better prognosis. Here, we examined the association of commonly measured early developmental milestones (DMs) with later diagnosis of ASD. We conducted a case-control study of 280 children with ASD (cases) and 560 typically developed children (controls) matched to cases by date of birth, sex, and ethnicity in a control/case ratio of 2:1. Both cases and controls were ascertained from all children whose development was monitored at mother-child health clinics (MCHCs) in southern Israel. DM failure rates during the first 18 months of life in three developmental categories (motor, social, and verbal) were compared between cases and controls. Conditional logistic regression models were used to assess the independent association of specific DMs with the risk of ASD, while adjusting for demographic and birth characteristics.Significant case-control differences in DM failure rates were observed as early as 3 months of age (p < 0.001), and these differences increased with age. Specifically, cases were 2.4 times more likely to fail ≥ 1 DM at 3 months (aOR = 2.39; 95%CI = 1.41-4.06), and 15.3 times more likely to fail ≥ 3 DMs at 18 months (aOR = 15.32; 95%CI = 7.75-30.28). The most notable DM-ASD association was observed for social DM failure at 9-12 months (aOR = 4.59; 95%CI = 2.59-8.13). Importantly, the sex or ethnicity of the participants did not affect these DM-ASD associations. Our findings highlight the potential role of DMs as early signs of ASD that could facilitate earlier referral and diagnosis of ASD.
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Affiliation(s)
- Einav Alhozyel
- Department of Epidemiology, Biostatistics and Community Health Sciences, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Leena Elbedour
- Department of Epidemiology, Biostatistics and Community Health Sciences, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Rewaa Balaum
- Department of Epidemiology, Biostatistics and Community Health Sciences, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Gal Meiri
- Preschool Psychiatric Unit, Soroka University Medical Center, Beer-Sheva, Israel
- Azrieli National Center for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Analya Michaelovski
- Azrieli National Center for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Child Development Center, Soroka University Medical Center, Beer Sheva, Israel
| | - Ilan Dinstein
- Azrieli National Center for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel
- Psychology and Brain and Cognition Departments, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Nadav Davidovitch
- Department of Health Systems Management, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Orly Kerub
- The Mother and Child Department, Ministry of Health, Beer-Sheva, Israel
| | - Idan Menashe
- Department of Epidemiology, Biostatistics and Community Health Sciences, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
- Azrieli National Center for Autism and Neurodevelopment Research, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
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Attar SM, Ibanez LV, Stone WL. Separate scoring algorithms for specific identification priorities optimize the screening properties of the Screening Tool for Autism in Toddlers (STAT). Autism Res 2022; 15:2069-2080. [PMID: 36073529 PMCID: PMC9637685 DOI: 10.1002/aur.2799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 08/09/2022] [Indexed: 12/15/2022]
Abstract
The Screening Tool for Autism in Toddlers (STAT) is a validated stage-2 autism spectrum disorder (ASD) screening measure that takes 20 minutes to administer and comprises 12 play-based items that are scored according to specific criteria. This study examines an expanded version (STAT-E) that includes the examiner's subjective ratings of children's social engagement (SE) and atypical behaviors (AB) in the scoring algorithm. The sample comprised 238 children who were 24-35 months old. The STAT-E assessors had limited ASD experience to mimic its use by community-based non-specialists, and were trained using a scalable web-based platform. A diagnostic evaluation was completed by clinical experts who were blind to the STAT-E results. Logistic regression, ROC curves, and classification matrices and metrics were used to determine the screening properties of STAT-E when scored using the original STAT scoring algorithm versus a new algorithm that included the SE and AB ratings. Inclusion of the SE and AB ratings improved positive risk classification appreciably, while the specificity declined. These results suggest that the STAT-E using the original STAT scoring algorithm optimizes specificity, while the STAT-E scoring algorithm with the two new ratings optimizes the positive risk classification. Using multiple scoring algorithms on the STAT may provide improved screening accuracy for diverse contexts, and a scalable web-based tutorial may be a pathway for increasing the number of community providers who can administer the STAT and contribute toward increased rates of autism screening.
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Guillon Q, Baduel S, Bejarano-Martín Á, Canal-Bedia R, MagÁn-Maganto M, FernÁndez-Álvarez C, Martín-Cilleros MV, SÁnchez-Gómez MC, García-Primo P, Rose-Sweeney M, Boilson A, LinertovÁ R, Roeyers H, Van der Paelt S, Schendel D, Warberg CK, Cramer S, Narzisi A, Muratori F, Scattoni ML, Moilanen I, Yliherva A, Saemundsen E, Jonsdottir SL, Efrim-Budisteanu M, Arghir A, Papuc SM, Vicente A, Rasga C, Xenia Kafka J, Poustka L, Kothgassner OD, Kawa R, Pisula E, Sellers T, Posada de la Paz M, Rogé B. Determinants of satisfaction with the detection process of autism in Europe: Results from the ASDEU study. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2022; 26:2136-2150. [PMID: 35261293 DOI: 10.1177/13623613221080318] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
LAY ABSTRACT Professional guidance and support in response to first concerns appears to be an important predictor of the level of satisfaction with the detection process of autism in young children. In this study, we analyzed the views of 1342 family members, including 1278 parents, who completed an online survey form collecting information about their experience and satisfaction with the early detection of autism in their child. Specifically, we were interested in how specific experiences with the detection process relate to the satisfaction with it and whether we could identify important predictors of satisfaction. The detection process is an emotionally charged period for parents, often described as painful, chaotic, and lengthy. A better understanding of their experiences is important to take appropriate action to improve the detection process. In our sample, the level of satisfaction with the detection process varied greatly from one respondent to another. Among the different experiences we considered, whether or not respondents received professional guidance and support in response to first concerns explained most of this variation. We also found that difficulty finding information about detection services, lack of professional guidance and support in response to first concerns, having to find a diagnostic service on one's own, and longer delays between confirmation of concerns and first appointment with a specialist were experiences associated with a greater likelihood of being unsatisfied. The findings of this study highlight the importance of the parent-professional relationship in the detection process and have important practical implications for health administrations to improve the detection process.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Renata LinertovÁ
- Canary Island Foundation for Health Research (Fundación Canaria de Investigación Sanitaria/FUNCANIS) and Health Service Research Network for Chronic Diseases (Red de Investigación en Servicios de Salud en Enfermedades Crónicas/REDISSEC), Spain
| | | | | | - Diana Schendel
- iPSYCH, The Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark.,Aarhus University, Denmark.,Drexel University, USA
| | | | | | | | | | | | - Irma Moilanen
- University of Oulu, Finland.,Oulu University Hospital, Finland
| | | | | | | | | | - Aurora Arghir
- Victor Babes - National Institute of Pathology, Romania
| | | | - Astrid Vicente
- Instituto Nacional de Saúde Doutor Ricardo Jorge, Portugal
| | - Celia Rasga
- Instituto Nacional de Saúde Doutor Ricardo Jorge, Portugal
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