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Portillo NL, Thammathorn LP, Buitrago LM, Carter AS, Sheldrick RC, Eisenhower A. Disparities in Receipt of Early Intervention Services by Toddlers with Autism Diagnoses: an Intersectional Latent Class Analysis of Demographic Factors. J Autism Dev Disord 2024:10.1007/s10803-024-06613-x. [PMID: 39466583 DOI: 10.1007/s10803-024-06613-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: 10/09/2024] [Indexed: 10/30/2024]
Abstract
We examined receipt of general early intervention services and autism-specific specialized services across demographic groups among toddlers with autism diagnoses who were receiving Part C Early Intervention (EI). Latent class analysis (n = 508) identified five demographically distinct subgroups associated with intersecting marginalization and privilege. Analyses of longitudinal parent interviews (n = 225) revealed service receipt disparities across these demographically distinct latent classes; children from White, U.S. born, English-proficient parents with incomes above poverty level received more EI services (M = 12.0 h/week) than other subgroups, with children from Latiné immigrant families receiving the fewest hours (M = 6.9 h/week). Across all groups, average intervention hours were 8.8 h/week. Despite early identification, racial, ethnic, and other sociodemographic disparities were evident in receipt of Part C Early Intervention services, indicating the need to address barriers to equitable care.
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Affiliation(s)
- Nora L Portillo
- Montclair State University, 1 Normal Ave, Montclair, NJ, 07043, USA
| | | | | | - Alice S Carter
- University of Massachusetts Boston, 100 Morrissey Boulevard, Boston, MA, 02125, USA
| | | | - Abbey Eisenhower
- University of Massachusetts Boston, 100 Morrissey Boulevard, Boston, MA, 02125, USA.
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2
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Zuckerman KE, Rivas Vazquez LA, Morales Santos Y, Fuchu P, Broder-Fingert S, Dolata JK, Bedrick S, Fernandez J, Fombonne E, Sanders BW. Provider perspectives on equity in use of mobile health autism screening tools. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2024; 28:1947-1958. [PMID: 38078430 PMCID: PMC11164823 DOI: 10.1177/13623613231215399] [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] [Indexed: 12/27/2023]
Abstract
LAY ABSTRACT Families may find information about autism online, and health care and education providers may use online tools to screen for autism. However, we do not know if online autism screening tools are easily used by families and providers. We interviewed primary care and educational providers, asking them to review results from online tools that screen for autism. Providers had concerns about how usable and accessible these tools are for diverse families and suggested changes to make tools easier to use.
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Sheldrick RC, Hooker JL, Carter AS, Feinberg E, Croen LA, Kuhn J, Slate E, Wetherby AM. The influence of loss to follow-up in autism screening research: Taking stock and moving forward. J Child Psychol Psychiatry 2024; 65:656-667. [PMID: 37469104 PMCID: PMC10801774 DOI: 10.1111/jcpp.13867] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/27/2023] [Indexed: 07/21/2023]
Abstract
BACKGROUND How best to improve the early detection of autism spectrum disorder (ASD) is the subject of significant controversy. Some argue that universal ASD screeners are highly accurate, whereas others argue that evidence for this claim is insufficient. Relatedly, there is no clear consensus as to the optimal role of screening for making referral decisions for evaluation and treatment. Published screening research can meaningfully inform these questions-but only through careful consideration of children who do not complete diagnostic follow-up. METHODS We developed two simulation models that re-analyze the results of a large-scale validation study of the M-CHAT-R/F by Robins et al. (2014, Pediatrics, 133, 37). Model #1 re-analyzes screener accuracy across six scenarios, each reflecting different assumptions regarding loss to follow-up. Model #2 builds on this by closely examining differential attrition at each point of the multi-step detection process. RESULTS Estimates of sensitivity ranged from 40% to 94% across scenarios, demonstrating that estimates of accuracy depend on assumptions regarding the diagnostic status of children who were lost to follow-up. Across a range of plausible assumptions, data also suggest that children with undiagnosed ASD may be more likely to complete follow-up than children without ASD, highlighting the role of clinicians and caregivers in the detection process. CONCLUSIONS Using simulation modeling as a quantitative method to examine potential bias in screening studies, analyses suggest that ASD screening tools may be less accurate than is often reported. Models also demonstrate the critical importance of every step in a detection process-including steps that determine whether children should complete an additional evaluation. We conclude that parent and clinician decision-making regarding follow-up may contribute more to detection than is widely assumed.
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Affiliation(s)
| | | | - Alice S. Carter
- Department of Psychology, University of Massachusetts Boston, Boston, MA
| | - Emily Feinberg
- School of Public Health, Brown University, Providence, MA
| | - Lisa A. Croen
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Jocelyn Kuhn
- School of Public Health, Brown University, Providence, MA
| | - Elizabeth Slate
- Department of Statistics, Florida State University, Tallahassee, FL
| | - Amy M. Wetherby
- College of Medicine, Florida State University, Tallahassee, FL
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Nedungadi P, Shah SM, Stokes MA, Kumar Nair V, Moorkoth A, Raman R. Mapping autism's research landscape: trends in autism screening and its alignment with sustainable development goals. Front Psychiatry 2024; 14:1294254. [PMID: 38361829 PMCID: PMC10868528 DOI: 10.3389/fpsyt.2023.1294254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 12/29/2023] [Indexed: 02/17/2024] Open
Abstract
Introduction Autism Spectrum Disorder is a complex neurodevelopmental syndrome that profoundly affects social interactions, communication, and sensory perception. The research traced the evolution of autism research from 2011-2022, specifically focusing on the screening and diagnosis of children and students. Methods Through an analysis of 12,262 publications using the PRISMA framework, bibliographic coupling, science mapping, and citation analysis, this study illuminates the growth trajectory of ASD research and significant disparities in diagnosis and services. Results The study indicates an increasing trend in autism research, with a strong representation of female authorship. Open Access journals show a higher average citation impact compared to their closed counterparts. A keyword co-occurrence analysis revealed four central research themes: Child Development and Support Systems, Early Identification and Intervention, Prevalence and Etiology, and Mental Health. The pandemic's onset has prioritized research areas like mental health, telehealth, and service accessibility. Discussion Recommendations on a global level stress the importance of developing timely biological markers for ASD, amplifying Disability Inclusion research, and personalizing mental health services to bridge these critical service gaps. These strategies, underpinned by interdisciplinary collaboration and telehealth innovation, particularly in low-resource settings, can offer a roadmap for inclusive, context-sensitive interventions at local levels that directly support SDG3's aim for health and well-being for all.
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Affiliation(s)
- Prema Nedungadi
- Amrita School of Computing, Amrita Vishwa Vidyapeetham, Kollam, India
| | | | | | | | - Ajit Moorkoth
- Seed Special Education Center, Dubai, United Arab Emirates
| | - Raghu Raman
- Amrita School of Business Amritapuri, Amrita Vishwa Vidyapeetham University, Coimbatore, Tamil Nadu, India
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Coulter KL, Moreno P, Barton M, Dumont-Mathieu T, Robins DL, Fein DA. Validity of the Toddler Autism Symptom Inventory in Non-Hispanic White and Black Toddlers. J Autism Dev Disord 2024; 54:339-352. [PMID: 36316523 PMCID: PMC10148924 DOI: 10.1007/s10803-022-05756-z] [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] [Accepted: 09/11/2022] [Indexed: 05/01/2023]
Abstract
Racial disparities exist in autism diagnosis, and yet, the development of most diagnostic tools has not explicitly examined measurement equity between racial and ethnic groups. We examined the validity of the Toddler Autism Symptom Inventory (TASI), a semi-structured interview developed for diagnosis of toddlers, in non-Hispanic Black/African American and non-Hispanic White children. After controlling for group differences in socio-economic status, no differences in diagnosis, age at diagnosis, mean developmental level, or autism severity were found. TASI ROC curves for both groups, in the overall sample, and in samples stratified by SES, showed high AUC values. Validity of two cutoff scores was acceptable. Lack of significant differences in TASI score or responses to individual items suggests similar symptomatology. These results provide early support for the use of the TASI in diagnostic evaluations of Black and White children.
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Affiliation(s)
- Kirsty L Coulter
- University of Connecticut, 406 Unit 1020, Babbidge Rd, 06269, Storrs, CT, USA.
| | - Paula Moreno
- University of Connecticut, 406 Unit 1020, Babbidge Rd, 06269, Storrs, CT, USA
| | - Marianne Barton
- University of Connecticut, 406 Unit 1020, Babbidge Rd, 06269, Storrs, CT, USA
| | - Thyde Dumont-Mathieu
- University of Connecticut School of Medicine, Connecticut Children's Medical Center, Farmington, CT, USA
| | | | - Deborah A Fein
- University of Connecticut, 406 Unit 1020, Babbidge Rd, 06269, Storrs, CT, USA
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Honaker MG, Weitlauf AS, Swanson AR, Hooper M, Sarkar N, Wade J, Warren ZE. Paisley: Preliminary validation of a novel app-based e-Screener for ASD in children 18-36 months. Autism Res 2023; 16:1963-1975. [PMID: 37602567 PMCID: PMC10857772 DOI: 10.1002/aur.2997] [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: 03/13/2023] [Accepted: 07/12/2023] [Indexed: 08/22/2023]
Abstract
The purpose of this study was to assess the validity of an autism e-screener, Paisley, when utilized in a clinical research setting via a tablet application. The Paisley application used a series of play-based activities, all of which incorporated varying aspects of the ASD-PEDS. Participants included children (18-36 months; n = 198) referred for evaluation of autism spectrum disorder (ASD) and community providers (n = 66) with differing levels of familiarity with ASD. Community providers administered the Paisley application to children who then completed a comprehensive psychological evaluation. Based on comprehensive evaluation, 75% of children met diagnostic criteria for ASD. Paisley scores were significantly higher for children diagnosed with ASD (15.06) versus those not diagnosed (9.34). The newly determined cutoff ASD-PEDS cutoff score of 13 had significantly higher specificity and positive predictive value than the originally proposed cutoff of 11. Results support the use of Paisley by community providers to identify autism risk in toddlers. Limitations and strengths of the work, as well as opportunities for future clinical validation, are described.
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Affiliation(s)
- Makayla G Honaker
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Vanderbilt Kennedy Center, Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Nashville, Tennessee, USA
| | - Amy S Weitlauf
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Vanderbilt Kennedy Center, Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Nashville, Tennessee, USA
| | - Amy R Swanson
- Vanderbilt Kennedy Center, Treatment and Research Institute for Autism Spectrum Disorders (TRIAD), Nashville, Tennessee, USA
- Adaptive Technology Consulting, Nashville, Tennessee, USA
| | - Madison Hooper
- Department of Psychology, Vanderbilt University, Nashville, Tennessee, USA
| | - Nilanjan Sarkar
- Adaptive Technology Consulting, Nashville, Tennessee, USA
- Department of Mechanical Engineering, Vanderbilt University, Nashville, Tennessee, USA
| | - Joshua Wade
- Adaptive Technology Consulting, Nashville, Tennessee, USA
| | - Zachary E Warren
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, 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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A Review on Early Intervention Systems. CURRENT DEVELOPMENTAL DISORDERS REPORTS 2023; 10:147-153. [PMID: 36845328 PMCID: PMC9937857 DOI: 10.1007/s40474-023-00274-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/31/2023] [Indexed: 02/20/2023]
Abstract
Purpose of Review Early intervention programs have been shown to increase the overall socio-emotional and physical wellbeing of children in early childhood and educational settings. The goal of this narrative review is to explore recent literature that describes implementation of these systems and highlights innovative practices in the early childhood intervention sector. Recent Findings Twenty-three articles were included, and we identified three themes in this review. The literature addressed concepts of innovative techniques in relation to childhood disability interventions; policy practices that promote child, family, and practitioner wellbeing; and attention to the importance of trauma-informed care in education for children and families who face the impacts of social marginalization such as racism and colonization. Summary Notable shifts in the current early intervention paradigms are approaches to understanding disability informed by intersectional and critical theories, as well as systems level thinking that goes beyond focusing on individual intervention by influencing policy to advance innovative practice in the sector.
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Zerman N, Zotti F, Chirumbolo S, Zangani A, Mauro G, Zoccante L. Insights on dental care management and prevention in children with autism spectrum disorder (ASD). What is new? FRONTIERS IN ORAL HEALTH 2022; 3:998831. [PMID: 36238091 PMCID: PMC9551997 DOI: 10.3389/froh.2022.998831] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 09/09/2022] [Indexed: 11/26/2022] Open
Abstract
Autistic subjects represent a severe concern to dentistry due to the considerable difficulty in managing their oral health, maintaining routine toothbrushing, and preventing dental and periodontal problems. The social and economic burden of managing dental care in autism spectrum disorder (ASD) children is particularly cumbersome for families and public and private health expenditure, especially when children reach the dentist following a late diagnosis with evident oral health problems. An early diagnosis of ASD helps dentists better address these children's oral health. Unfortunately, insufficient attention is paid to the training and education of general pediatricians, dentists, and dental hygienists, allowing them to get to approach the different clinical aspects of ASD. Usually, children diagnosed with ASD are scheduled for dental appointments like their neurotypical peers, whereas their needs are typically complex and personalized. Scant attention is also devoted to these patients by commercial manufacturers of dental products and devices for oral hygiene and prevention of caries and periodontal diseases, leaving parents without the support and often failing when they address the oral health of autistic children. The difficulties of oral care do not derive simply from the behavior of ASD patients, as is commonly assumed, and therefore cannot be overcome solely by the patience and attention of parents and dentists. Genetics, dietary habits, sensory impairments, and cognition disorders are other causes contributing in various degrees to the impact on the mood and psychological reactions of autistic children towards dentists. How can we prevent teeth caries, periodontal disorders, and other oral health impairments by properly managing ASD children? This manuscript gives an up-to-date overview of these problems and helps to provide good remarks.
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Affiliation(s)
- Nicoletta Zerman
- Department of Surgery, Dentistry, Paediatrics and Gynecology, University of Verona, Verona, Italy
| | - Francesca Zotti
- Department of Surgery, Dentistry, Paediatrics and Gynecology, University of Verona, Verona, Italy
| | - Salvatore Chirumbolo
- Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy
| | - Alessandro Zangani
- Department of Surgery, Dentistry, Paediatrics and Gynecology, University of Verona, Verona, Italy
| | | | - Leonardo Zoccante
- Autism Veneto Region Center, Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
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Hastedt I, Eisenhower A, Sheldrick RC, Carter AS. Bilingual and Monolingual Autistic Toddlers: Language and Social Communication Skills. J Autism Dev Disord 2022; 53:2185-2202. [DOI: 10.1007/s10803-022-05504-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/23/2022] [Indexed: 11/30/2022]
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Petruccelli M, Ramella L, Schaefer AJ, Sheldrick RC, Carter AS, Eisenhower A, Broder-Fingert S, Mackie TI. A Taxonomy of Reported Harms in Pediatric Autism Spectrum Disorder Screening: Provider and Parent Perspectives. J Autism Dev Disord 2022; 52:647-673. [PMID: 33751375 PMCID: PMC8455720 DOI: 10.1007/s10803-021-04964-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/03/2021] [Indexed: 02/03/2023]
Abstract
The U.S. Preventive Services Task Force (USPSTF) report on screening for Autism Spectrum Disorder (ASD) highlighted the need for research that examines the harms potentially associated with screening so as to assess the overall net benefit of universal screening. In response, this study engages qualitative, semi-structured interviews to generate a taxonomy outlining potential harms reported by parents and providers (pediatricians and Early Intervention providers) with experience in screening young children for ASD. Potential harms emerged including: physical, psychological, social, logistical/financial, opportunity cost, attrition, and exacerbation of non-targeted disparities. Respondents reported harms being experienced by the toddlers, parents, and providers. The harms reported highlight opportunities for providers to offer resources that mitigate the potential for these unintended consequences.
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Affiliation(s)
- Marisa Petruccelli
- Department of Psychology, University of Massachusetts Boston, 100 Morrissey Boulevard, Boston, MA 02125, USA
| | - Leah Ramella
- Department of Health Law, Policy and Management, School of Public Health, Boston University, One Silber Way, Boston, MA 02215, USA
| | - Ana J. Schaefer
- 683 Hoes Lane West, Rutgers School of Public Health, Piscataway, NJ, USA
| | - R. Christopher Sheldrick
- Department of Health Law, Policy and Management, School of Public Health, Boston University, One Silber Way, Boston, MA 02215, USA
| | - Alice S. Carter
- Department of Psychology, University of Massachusetts Boston, 100 Morrissey Boulevard, Boston, MA 02125, USA
| | - Abbey Eisenhower
- Department of Psychology, University of Massachusetts Boston, 100 Morrissey Boulevard, Boston, MA 02125, USA
| | | | - Thomas I. Mackie
- 683 Hoes Lane West, Rutgers School of Public Health, Piscataway, NJ, USA,112 Paterson Ave, Institute for Health, Health Care Policy and Aging Research, Rutgers University, New Brunswick, NJ, USA 08901
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Waterhouse L. Heterogeneity thwarts autism explanatory power: A proposal for endophenotypes. Front Psychiatry 2022; 13:947653. [PMID: 36532199 PMCID: PMC9751779 DOI: 10.3389/fpsyt.2022.947653] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 11/16/2022] [Indexed: 12/03/2022] Open
Abstract
Many researchers now believe that autism heterogeneity is likely to include many disorders, but most research is based on samples defined by the DSM-5 Autism Spectrum Disorder (ASD) criteria. However, individuals diagnosed with autism have complex and varied biological causes for their symptoms. Therefore, autism is not a unitary biological entity. And although autism is significantly different from typical development, autism is not a unitary clinical disorder because diagnosed individuals vary in symptom patterns, comorbidities, biomarkers, and gene variants. The DSM-5 ASD criteria were designed to reduce heterogeneity, and there have been many other efforts to reduce autism heterogeneity including using more stringent clinical criteria, dividing autism into low and high functioning groups, creating subgroups, and by studying larger samples. However, to date these efforts have not been successful. Heterogeneity is extensive and remains unexplained, and no autism pathophysiology has been discovered. Most importantly, heterogeneity has hindered the explanatory power of the autism diagnosis to discover drug regimens and effective behavioral treatments. The paper proposes that possible transdiagnostic endophenotypes may reduce autism heterogeneity. Searching for transdiagnostic endophenotypes requires exploring autism symptoms outside of the framework of the DSM-5 autism diagnosis. This paper proposes that researchers relax diagnostic criteria to increase the range of phenotypes to support the search for transdiagnostic endophenotypes. The paper proposes possible candidates for transdiagnostic endophenotypes. These candidates are taken from DSM-5 ASD criteria, from concepts that have resulted from researched theories, and from symptoms that are the result of subtyping. The paper then sketches a possible basis for a future transdiagnostic endophenotypes screening tool that includes symptoms of autism and other neurodevelopmental disorders.
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Affiliation(s)
- Lynn Waterhouse
- The College of New Jersey, Ewing Township, NJ, United States
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