Caractérisation des objectifs d'éducation spécialisée des élèves autistes : analyse par classes latentes avec covariables démographiques et développementales

Titre original en anglais : Characterizing the Special Education Goals of Autistic Students: Latent Class Analysis With Demographic and Developmental Covariates

Zajic, M. C., Gudknecht, J., & McIntyre, N. S. (2025). Characterizing the Special Education Goals of Autistic Students: Latent Class Analysis With Demographic and Developmental Covariates. Exceptional Children, 91(4), 359-376. https://doi.org/10.1177/00144029251331861

Date de publication: 15/05/2025 Ajout dans AutiHub: 05/07/2026 Type: Article Langue de l’article: Anglais

Cette publication est intégrée dans AutiHub via :

Auteurs

Auteur·ices des publications
3
Auteur·ices de la publication identifié·es comme autistes
1 / 3 (33,3 %)

Résumé

De nombreux enfants autistes reçoivent des services d'éducation spécialisée par le biais de programmes éducatifs individualisés (IEP) qui comprennent des objectifs et des besoins éducatifs spécifiques. Des recherches antérieures ont examiné les options de programmation disponibles pour soutenir les élèves autistes, mais leurs besoins éducatifs à travers les objectifs éducatifs scolaires et développementaux sont moins bien connus. De plus, les approches existantes se sont souvent appuyées sur de petites études axées sur la description de domaines d'objectifs individuels. Cette étude utilise les données de 551 familles provenant de l'ensemble des États-Unis ayant un enfant autiste de la maternelle à la terminale et une analyse par classes latentes pour (a) identifier des sous-groupes latents, ou sous-jacents, sur la base de profils de réponses multivariées à travers les objectifs éducatifs retenus dans six domaines (lecture, écriture, mathématiques, langage et communication, compétences sociales, comportement), et (b) examiner si des covariables démographiques et développementales prédisent l'appartenance à une classe latente. Nous avons identifié cinq classes latentes : Tous les objectifs (40,49 %) ; Caractéristiques autistiques (21,63 %) ; Langage, littératie et caractéristiques autistiques (18,99 %) ; Scolaire (13,94 %) ; et Langage et communication (4,95 %). Deux covariables — le pourcentage de temps passé dans l'enseignement général et le comportement adaptatif — ont prédit des différences dans l'appartenance à une classe latente. Les résultats offrent un examen exhaustif des besoins éducatifs hétérogènes des enfants autistes d'âge scolaire. Nos résultats soulignent la nécessité pour les chercheurs et les éducateurs de comprendre les besoins éducatifs des élèves autistes au-delà de la présence d'un IEP.

Many autistic children receive special education services via Individualized Education Programs (IEPs) that include specific educational goals and needs. Prior research has examined programming options available to support autistic students, but less is known about their educational needs across academic and developmental educational goals. Additionally, existing approaches have often relied on small studies focused on describing individual goal areas. This study uses data from 551 families from across the United States with an autistic child in grades K-12 and latent class analysis to (a) identify latent, or underlying, subgroups based off multivariate response patterns across educational goals endorsed in six domains (reading, writing, math, language and communication, social skills, behavior), and (b) examine if demographic and developmental covariates predict latent class membership. We identified five latent classes: All Goals (40.49%); Autistic Characteristics (21.63%); Language, Literacy, and Autistic Characteristics (18.99%); Academic (13.94%); and Language and Communication (4.95%). Two covariates—percentage of time spent in general education and adaptive behavior—predicted differences in latent class membership. Findings offer a comprehensive examination into the heterogeneous educational needs of autistic school-age children. Our results emphasize the need for researchers and educators to understand the educational needs of autistic students beyond the presence of an IEP.

Bibliographie citée par cette référence

Les références citées sont importées depuis des sources externes de métadonnées lorsqu’elles sont disponibles. La liste peut être partielle.

Vue d’ensemble de l’inclusion dans la bibliographie

Ces indicateurs décrivent la bibliographie citée importée pour cette publication. Les métriques de références citées utilisent le total des références citées comme dénominateur. Les métriques d’auteurices cité·es indiquent si elles utilisent toutes les occurrences d’auteurices cité·es ou seulement les occurrences rattachées à des auteurices déjà intégré·es à la base de données AutiHub. Ils utilisent les rattachements mis en cache entre les auteurices cité·es et les auteurices intégré·es à la base de données AutiHub. Dernier calcul : 16/08/2026 11:30.

Références citées
45
Nombre total de références citées intégrées pour cette publication.
Références citées avec un·e auteur·ice identifié·e comme autiste
1 / 45 (2,2 %)
Occurrences d’auteur·ices cité·es identifié·es comme autistes
1 / 229 (0,4 %)
Parmi les occurrences rattachées à des auteurices intégré·es à la base de données AutiHub : 1 / 33 (3,0 %). Auteurices cité·es distinct·es identifié·es comme autistes : 1 / 188 (0,5 %).
Occurrences citées rattachées à la base AutiHub
33 / 229 (14,4 %)
Auteurices cité·es distinct·es rattaché·es : 26 / 188 (13,8 %)
Occurrences rattachées, non identifiées comme autistes
32 / 33 (97,0 %)
Parmi les seules occurrences rattachées. Sur l’ensemble des occurrences d’auteurices cité·es : 32 / 229 (14,0 %). Auteurices cité·es distinct·es rattaché·es, non identifié·es comme autistes : 25 / 26 (96,2 %).
  1. Daniel NAGIN (2005). Group-Based Modeling of Development . Harvard University Press.
    Crossref OpenAlex OpenCitations
  2. American Psychiatric Association (2022). Diagnostic and Statistical Manual of Mental Disorders . American Psychiatric Association Publishing.
    Crossref OpenAlex OpenCitations
  3. Lisa A. Ruble , John McGrew , Nancy Dalrymple , Lee Ann Jung (2010). Examining the Quality of IEPs for Young Children with Autism . Journal of Autism and Developmental Disorders, 40(12), 1459-1470. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  4. Lucy Barnard-Brak (2019). Educational Versus Clinical Diagnoses of Autism Spectrum Disorder: Updated and Expanded Findings . School Psychology Review, 48(2), 185-189. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  5. Catherine Lord , Tony Charman , Alexandra Havdahl , Paul Carbone , Evdokia Anagnostou , Brian Boyd et al. (2022). The Lancet Commission on the future of care and clinical research in autism . The Lancet, 399(10321), 271-334. Elsevier BV.
    Crossref OpenAlex OpenCitations
  6. Susan M. Wilczynski , Kathryn Menousek , Melissa Hunter , Dipti Mudgal (2007). Individualized education programs for youth with Autism Spectrum Disorders . Psychology in the Schools, 44(7), 653-666. Wiley.
    Crossref OpenAlex OpenCitations
  7. Jennifer C. Bullen , Matthew C. Zajic , Nancy S. McIntyre , Emily Solari , Peter Mundy (2022). Patterns of math and reading achievement in children and adolescents with autism spectrum disorder . Research in Autism Spectrum Disorders, 92, 101933. Elsevier BV.
    Crossref OpenAlex OpenCitations
  8. Katherine E. Masyn (2013). Latent Class Analysis and Finite Mixture Modeling . Oxford University Press.
    Crossref OpenAlex OpenCitations
  9. Tara A. Lavelle , Milton C. Weinstein , Joseph P. Newhouse , Kerim Munir , Karen A. Kuhlthau , Lisa A. Prosser (2014). Economic Burden of Childhood Autism Spectrum Disorders . Pediatrics, 133(3), e520-e529. American Academy of Pediatrics (AAP).
    Crossref OpenAlex OpenCitations
  10. John N. Constantino (2013). Social Responsiveness Scale . Dans Social Responsiveness Scale, (pp. 2919-2929). Springer New York.
    Type: Chapitre de livre DOI: 10.1007/978-1-4419-1698-3_296 OpenAlex: https://openalex.org/W4232252309
    Crossref OpenAlex
  11. Sam Goldstein , Tiffany Sellars , Alexandro Velez (2023). From eligibility assessment to intervention for students with autism spectrum disorder . Psychology in the Schools, 60(2), 364-377. Wiley.
    Crossref OpenAlex OpenCitations
  12. Deb Keen , Amanda A. Webster , Greta Ridley (2016). How well are children with autism spectrum disorder doing academically at school? An overview of the literature . Autism, 20(3), 276-294. SAGE Publications.
    Crossref OpenAlex OpenCitations
  13. Amie Duncan , Sydney Risley , Angela Combs , Heather M. Lacey , Elizabeth Hamik , Chaya Fershtman et al. (2023). School Challenges and Services Related to Executive Functioning for Fully Included Middle Schoolers With Autism . Focus on Autism and Other Developmental Disabilities, 38(2), 90-100. SAGE Publications.
    Crossref OpenAlex OpenCitations
  14. Jennifer A. Kurth , Ann M. Mastergeorge , Katherine Paschall (2016). Economic and Demographic Factors Impacting Placement of Students with Autism . Education and Training in Autism and Developmental Disabilities, 51(1), 3-12. SAGE Publications.
    Crossref OpenAlex
  15. Christopher Gillberg (2019). Autism and Comorbidities: Autism Plus – Implications for Diagnosis, Prognosis and Interventions . Dans The SAGE Handbook of Autism and Education (pp. 492-501). SAGE Publications Ltd.
    Type: Chapitre de livre DOI: 10.4135/9781526470409.n39 OpenAlex: https://openalex.org/W2966711058
    Crossref OpenAlex OpenCitations
  16. Jessica Suhrheinrich , Brittney V. Root , Melina Melgarejo , Kelsey Dickson , Sarah Vejnoska , Sarah R. Reith (2021). Exploring differences and disparities in school-based services received by students with autism: A systematic review . Research in Autism Spectrum Disorders, 85, 101791. Elsevier BV.
    Crossref OpenAlex OpenCitations
  17. Matthew C. Zajic , Nancy S. McIntyre , Lindsay Swain-Lerro , Stephanie Novotny , Tasha Oswald , Peter Mundy (2018). Attention and written expression in school-age, high-functioning children with autism spectrum disorders . Autism, 22(3), 245-258. SAGE Publications.
    Crossref OpenAlex OpenCitations
  18. Michael N. Hallquist , Joshua F. Wiley (2018). MplusAutomation: An R Package for Facilitating Large-Scale Latent Variable Analyses in M plus . Structural Equation Modeling: A Multidisciplinary Journal, 25(4), 621-638. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  19. Nancy S. McIntyre , Emily J. Solari , Ryan P. Grimm , Lindsay E. Lerro , Joseph E. Gonzales , Peter C. Mundy (2017). A Comprehensive Examination of Reading Heterogeneity in Students with High Functioning Autism: Distinct Reading Profiles and Their Relation to Autism Symptom Severity . Journal of Autism and Developmental Disorders, 47(4), 1086-1101. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  20. Matt C. Howard , Michael E. Hoffman (2018). Variable-Centered, Person-Centered, and Person-Specific Approaches . Organizational Research Methods, 21(4), 846-876. SAGE Publications.
    Crossref OpenAlex OpenCitations
  21. Karen Nylund-Gibson , Ryan P. Grimm , Katherine E. Masyn (2019). Prediction from Latent Classes: A Demonstration of Different Approaches to Include Distal Outcomes in Mixture Models . Structural Equation Modeling: A Multidisciplinary Journal, 26(6), 967-985. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  22. Izaida Ibrahim (2020). Specific Learning Disorder in Children with Autism Spectrum Disorder: Current Issues and Future Implications . Advances in Neurodevelopmental Disorders, 4(2), 103-112. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  23. Individuals with Disabilities Education Improvement Act of 2004 20 U. S. C. § 1400 et seq. (2004). https://sites.ed.gov/idea/statute-chapter-33/subchapter-i/1400
    Type: Autre
    Crossref
  24. Karen Nylund-Gibson , Andrew Young Choi (2018). Ten frequently asked questions about latent class analysis. Translational Issues in Psychological Science, 4(4), 440-461. American Psychological Association (APA).
    Crossref OpenAlex OpenCitations
  25. Irwin V. Wang K. Tezil T. Zhang J. Filbey A. Jung J. Bullock Mann F. Dilig R. Parker S. (2023). Report on the Condition of Education 2023 (NCES 2023-144rev). U. S. Department of Education. Washington DC: National Center for Education Statistics. https://nces.ed.gov/pubsearch/pubsinfo.asp?pubid=2023144rev
    Type: Autre
    Crossref
  26. Rita Jordan (2019). Practical Effects of Co-morbidities and the Concept of Neurodiversity . Dans The SAGE Handbook of Autism and Education (pp. 502-510). SAGE Publications Ltd.
    Type: Chapitre de livre DOI: 10.4135/9781526470409.n40 OpenAlex: https://openalex.org/W2965722453
    Crossref OpenAlex OpenCitations
  27. Christin A. McDonald , James P. Donnelly , Ashlee L. Feldman-Alguire , Jonathan D. Rodgers , Christopher Lopata , Marcus L. Thomeer (2019). Special Education Service Use by Children with Autism Spectrum Disorder . Journal of Autism and Developmental Disorders, 49(6), 2437-2446. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  28. Mitchell L. Yell , James Collins , Gerda Kumpiene , David Bateman (2020). The Individualized Education Program: Procedural and Substantive Requirements . TEACHING Exceptional Children, 52(5), 304-318. SAGE Publications.
    Crossref OpenAlex OpenCitations
  29. Rita Jordan , Jacqueline Roberts , Kara Hume (2019). The SAGE Handbook of Autism and Education . SAGE Publications Ltd.
    Crossref OpenAlex OpenCitations
  30. Ilene S. Schwartz , Alice Bravo , Robin Finlayson , Jessica Flaherty , Adriana Luna (2022). Evidence-Based Practice in Schools . Dans Autism and Child Psychopathology Series (pp. 81-98). Springer International Publishing.
    Type: Chapitre de livre DOI: 10.1007/978-3-030-96478-8_6 OpenAlex: https://openalex.org/W4285142758
    Crossref OpenAlex OpenCitations
  31. Karrie A. Shogren , Kathleen N. Zimmerman , Kathryn M. Burke , Alison L. Zagona , Jennifer A. Kurth , Elisabeth J. Malone et al. (2023). Educational Placement and Goal Quality for Students With Complex Support Needs . Inclusion, 11(4), 222-244. Informa UK Limited.
    Crossref OpenAlex OpenCitations
  32. Kobe Vanroy , Peter Vermeulen (2019). Setting and Evaluating Goals in Education . Dans The SAGE Handbook of Autism and Education (pp. 541-551). SAGE Publications Ltd.
    Type: Chapitre de livre DOI: 10.4135/9781526470409.n44 OpenAlex: https://openalex.org/W2966470613
    Crossref OpenAlex OpenCitations
  33. Matthew J. Maenner , Zachary Warren , Ashley Robinson Williams , Esther Amoakohene , Amanda V. Bakian , Deborah A. Bilder et al. (2023). Prevalence and Characteristics of Autism Spectrum Disorder Among Children Aged 8 Years — Autism and Developmental Disabilities Monitoring Network, 11 Sites, United States, 2020 . MMWR. Surveillance Summaries, 72(2), 1-14. Centers for Disease Control MMWR Office.
    Crossref OpenAlex
  34. Matthew C. Zajic , Sarah Emily Wilson (2020). Writing research involving children with autism spectrum disorder without a co-occurring intellectual disability: A systematic review using a language domains and mediational systems framework . Research in Autism Spectrum Disorders, 70, 101471. Elsevier BV.
    Crossref OpenAlex OpenCitations
  35. Emily J. Solari , Nancy S. McIntyre , Jaclyn M. Dynia , Alyssa Henry (2021). Reading Development for Individuals with ASD: Current Knowledge and a Roadmap for Next Steps . Dans The Next Big Thing in Learning and Behavioral Disabilities (pp. 149-172). Emerald Publishing Limited.
    Crossref OpenAlex OpenCitations
  36. John W. McKenna , Michael Solis , Justin Garwood , Melissa Parenti (2024). Characteristics of Individualized Education Programs for Students With Learning Disabilities: A Systematic Review . Learning Disability Quarterly, 47(3), 194-207. SAGE Publications.
    Crossref OpenAlex OpenCitations
  37. Michelle Menezes , Jessica Pappagianopoulos , Melissa F. Robinson , Eleonora Sadikova , Robert Cross , Micah Mazurek (2023). Disparities in Special Education Services for Youth With Autism Spectrum Disorder in the United States . The Journal of Special Education, 56(4), 219-224. SAGE Publications.
    Crossref OpenAlex OpenCitations
  38. Matthew J. Maenner , Kelly A. Shaw , Amanda V. Bakian , Deborah A. Bilder , Maureen S. Durkin , Amy Esler et al. (2021). Prevalence and Characteristics of Autism Spectrum Disorder Among Children Aged 8 Years — Autism and Developmental Disabilities Monitoring Network, 11 Sites, United States, 2018 . MMWR. Surveillance Summaries, 70(11), 1-16. Centers for Disease Control MMWR Office.
    OpenAlex
  39. Muthén L. K. (s. d.). Mplus User’s Guide . Mplus User’s Guide.
    Type: Autre
    Crossref
  40. National Center for Education Statistics. (2023). Table 204. 60. Percentage distribution of school-age students served under Individuals with Disabilities Education Act (IDEA) Part B by educational environment and type of disability: Selected years fall 1989 through fall 2021. https://nces.ed.gov/programs/digest/d22/tables/dt22_204 . 60.asp?current=yes
    Type: Autre
    Crossref
  41. R Core Team. (2023). R: A language and environment for statistical computing. https://www . R-project.org/
    Type: Autre
    Crossref
  42. (s. d.). SFARI. (n.d. -a). SPARK. https://www.sfari.org/resource/spark/
    Type: Autre
    Crossref
  43. (2017). Vineland Adaptive Behavior Scales . The SAGE Encyclopedia of Abnormal and Clinical Psychology. SAGE Publications, Inc..
    OpenAlex
  44. (s. d.). SFARI. (n.d. -b). SPARK Demographic and Clinical Information. https://www.sfari.org/spark-demographic-and-clinical-information
    Type: Autre
    Crossref
  45. Sparrow S. S. (2016). Vineland adaptive behavior scales . Vineland adaptive behavior scales.
    Type: Autre
    Crossref