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Moderators of School Intervention Outcomes for Children with Autism Spectrum Disorder

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Abstract

A prior cluster randomized controlled trial (RCT) compared outcomes for a comprehensive school intervention (schoolMAX) to typical educational programming (services-as-usual [SAU]) for 103 children with autism spectrum disorder (ASD) without intellectual disability. The schoolMAX intervention was superior to SAU in improving social-cognitive understanding (emotion-recognition), social/social-communication skills, and ASD-related impairment (symptoms). In the current study, a range of demographic, clinical, and school variables were tested as potential moderators of treatment outcomes from the prior RCT. Moderation effects were not evident in demographics, child IQ, language, or ASD diagnostic symptoms, or school SES. Baseline externalizing symptoms moderated the outcome of social-cognitive understanding and adaptive skills moderated the outcome of ASD-related symptoms (no other comorbid symptoms or adaptive skills ratings moderated outcomes on the three measures). Overall, findings suggest that the main effects of treatment were, with two exceptions, unaffected by third variables.

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References

  • American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Arlington: American Psychiatric Association.

    Book  Google Scholar 

  • Baron-Cohen, S., Golan, O., Wheelwright, S., & Hill, J. J. (2004). Mind reading: The intervention guide to emotions. London: Jessica Kingsley (www.jkp.com).

    Google Scholar 

  • Bellini, S., Gardner, L., & Markoff, K. (2014). Social skill interventions. In F. R. Volkmar, S. J. Rogers, R. Paul, & K. A. Pelphrey (Eds.), Handbook of autism and pervasive developmental disorders: Vol. 2. Assessment, interventions, and policy (4th ed., pp. 887–906). Hoboken: John Wiley & Sons.

    Google Scholar 

  • Camargo, S. P. H., Rispoli, M., Ganz, J., Hong, E. R., Davis, H., & Mason, R. (2014). A review of the quality of behaviorally-based intervention research to improve social interaction skills of children with ASD in inclusive settings. Journal of Autism and Developmental Disorders, 44, 2096–2116. https://doi.org/10.1007/s10803-014-2060-7.

    Article  PubMed  Google Scholar 

  • Carrow-Woolfolk, E. (1999). Comprehensive assessment of spoken language. Circle Pines: American Guidance Services.

    Google Scholar 

  • Christensen, D. L., Baio, J., Braun, K. V. N., Bilder, D., Charles, J., Constantino, J. N., et al. (2016). Prevalence and characteristics of autism spectrum disorder among children aged 8 years — Autism and developmental disabilities monitoring network, 11 sites, United States, 2012. MMWR, 65(no. SS-3)(no. SS-3),1–23.

  • Constantino, J. N., & Gruber, C. P. (2012). Social responsiveness scale, second edition (SRS-2). Torrance: Western Psychological Services.

    Google Scholar 

  • Dong, N., Kelcey, B., Spybrook, J., & Maynard, R. A. (2017). PowerUp!-Moderator: A tool for calculating statistical power and minimum detectable effect size of the moderator effects in cluster randomized trials (Version 1.08) [software]. Available from http://www.causalevaluation.org/

  • Gates, J. A., Kang, E., & Lerner, M. D. (2017). Efficacy of group social skills interventions for youth with autism spectrum disorder: A systematic review and meta-analysis. Clinical Psychology Review, 52, 164–181. https://doi.org/10.1016/j.cpr.2017.01.006.

    Article  PubMed  PubMed Central  Google Scholar 

  • Golan, O., & Baron-Cohen, S. (2006). Systemizing empathy: Teaching adults with Asperger syndrome or high-functioning autism to recognize complex emotions using interactive multimedia. Development and Psychopathology, 18, 591–617. https://doi.org/10.1017/S0954579406060305.

    Article  PubMed  Google Scholar 

  • Golan, O., Sinai-Gavrilov, Y., & Baron-Cohen, S. (2015). The Cambridge mindreading face-voice battery for children (CAM-C): Complex emotion recognition in children with and without autism spectrum conditions. Molecular Autism, 6, 22. https://doi.org/10.1186/s13229-015-0018-z.

    Article  PubMed  PubMed Central  Google Scholar 

  • Hinshaw, S. P. (2007). Moderators and mediators of treatment outcome for youth with ADHD: Understanding for whom and how interventions work. Journal of Pediatric Psychology, 32, 664–675. https://doi.org/10.1093/jpepsy/jsl055.

    Article  PubMed  Google Scholar 

  • Ho, B. P. V., Stephenson, J., & Carter, M. (2018). Cognitive-behavioral approaches for children with autism spectrum disorder: A trend analysis. Research in Autism Spectrum Disorders, 45, 27–41. https://doi.org/10.1016/j.rasd.2017.10.003.

    Article  Google Scholar 

  • Iadarola, S., Shih, W., Dean, M., Blanch, E., Harwood, R., Hetherington, S., Mandell, D., Kasari, C., & Smith, T. (2018). Implementing a manualized, classroom transition intervention for students with ASD in underresourced schools. Behavior Modification, 42, 126–147. https://doi.org/10.1177/0145445517711437.

    Article  PubMed  Google Scholar 

  • January, A. M., Casey, R. J., & Paulson, D. (2011). A meta-analysis of classroom-wide interventions to build social skills: Do they work? School Psychology Review, 40, 242–256.

    Google Scholar 

  • Kaat, A. J., & Lecavalier, L. (2014). Group-based social skills treatment: A methodological review. Research in Autism Spectrum Disorders, 8, 15–24. https://doi.org/10.1016/j.rasd.2013.10.007.

    Article  Google Scholar 

  • Kasari, C., & Smith, T. (2013). Interventions in schools for children with autism spectrum disorder: Methods and recommendations. Autism, 17, 254–267. https://doi.org/10.1177/1362361312470496.

    Article  PubMed  Google Scholar 

  • Kasari, C., Dean, M., Kretzmann, M., Shih, W., Orlich, F., Whitney, R., Landa, R., Lord, C., & King, B. (2016). Children with autism spectrum disorder and social skills groups at school: A randomized trial comparing intervention approach and peer composition. Journal of Child Psychology and Psychiatry, 57, 171–179. https://doi.org/10.1111/jcpp.12460.

    Article  PubMed  Google Scholar 

  • Koenig, K., White, S. W., Pachler, M., Lau, M., Lewis, M., Klin, A., & Scahill, L. (2010). Promoting social skill development in children with pervasive developmental disorders: A feasibility and efficacy study. Journal of Autism and Developmental Disorders, 40, 1209–1218. https://doi.org/10.1007/s10803-010-0979-x.

    Article  PubMed  Google Scholar 

  • Lecavalier, L., Smith, T., Johnson, C., Bearss, K., Swiezy, N., Aman, M. G., Sukhodolsky, D. G., Deng, Y., Dziura, J., & Scahill, L. (2017). Moderators of parent training for disruptive behaviors in young children with autism spectrum disorder. Journal of Abnormal Child Psychology, 45, 1235–1245. https://doi.org/10.1007/s10802-016-0233-x.

    Article  PubMed  Google Scholar 

  • Lopata, C., Donnelly, J. P., Rodgers, J. D., Thomeer, M. L., & Booth, A. J. (in press). Reliability and validity of teacher ratings on the Adapted Skillstreaming Checklist for children with ASD. Autism

  • Lopata, C., Thomeer, M. L., Volker, M. A., Nida, R. E., & Lee, G. K. (2008). Effectiveness of a manualized summer social treatment program for high-functioning children with autism spectrum disorders. Journal of Autism and Developmental Disorders, 38, 890–904. https://doi.org/10.1007/s10803-007-0460-7.

    Article  PubMed  Google Scholar 

  • Lopata, C., Rodgers, J. D., Donnelly, J. P., Thomeer, M. L., McDonald, C. A., & Volker, M. A. (2017). Psychometric properties of the adapted Skillstreaming checklist for high-functioning children with ASD. Journal of Autism and Developmental Disorders, 47, 2723–2732. https://doi.org/10.1007/s10803-017-3189-y.

    Article  PubMed  Google Scholar 

  • Lopata, C., Thomeer, M. L., Rodgers, J. D., Donnelly, J. P., McDonald, C. A., Volker, M. A., Smith, T. H., & Wang, H. (2019). Cluster randomized trial of a school intervention for children with autism spectrum disorder. Journal of Clinical Child and Adolescent Psychology, 48, 922-933. https://doi.org/10.1080/15374416.2018.1520121

  • McDonald, C. A., Thomeer, M. L., Lopata, C., Fox, J. D., Donnelly, J. P., Tang, V., & Rodgers, J. D. (2015). VABS-2 ratings and predictors of adaptive behavior in children with HFASD. Journal of Developmental and Physical Disabilities, 27, 235–247. https://doi.org/10.1007/s10882-014-9411-3.

    Article  Google Scholar 

  • McMahon, C. M., Lerner, M. D., & Britton, N. (2013). Group-based social skills interventions for adolescents with higher-functioning autism spectrum disorder: A review and looking to the future. Adolescent Health, Medicine and Therapeutics, 4, 23–38. https://doi.org/10.2147/AHMT.S25402.

    Article  PubMed Central  Google Scholar 

  • Odom, S. L., Boyd, B. A., Hall, L. J., & Hume, K. A. (2014). Comprehensive treatment models for children and youth with autism spectrum disorders. In F. R. Volkmar, S. J. Rogers, R. Paul, & K. A. Pelphrey (Eds.), Handbook of autism and pervasive developmental disorders: Vol. 2. Assessment, interventions, and policy (4th ed., pp. 770–787). Hoboken: John Wiley & Sons.

    Google Scholar 

  • Reichow, B., & Barton, E. E. (2014). Evidence-based psychosocial interventions for individuals with autism spectrum disorders. In F. R. Volkmar, S. J. Rogers, R. Paul, & K. A. Pelphrey (Eds.), Handbook of autism and pervasive developmental disorders: Vol. 2. Assessment, interventions, and policy (4th ed., pp. 969–992). Hoboken: John Wiley & Sons.

    Google Scholar 

  • Reichow, B., Steiner, A. M., & Volkmar, F. (2012). Social skills groups for people aged 6 to 21 with autism spectrum disorders (ASD). Cochrane Database of Systematic Reviews, 7, CD008511.

    Google Scholar 

  • Reynolds, C. R., & Kamphaus, R. W. (2004). Behavior assessment system for children (2nd ed.). Circle Pines: AGS.

    Google Scholar 

  • Rutter, M., LeCouteur, A., & Lord, C. (2003). Autism diagnostic interview-revised. Los Angeles: Western Psychological Services.

    Google Scholar 

  • Scarpa, A., White, S. W., & Attwood, T. (2013). CBT for children and adolescents with high-functioning autism spectrum disorders. New York: Guilford.

    Google Scholar 

  • Solomon, M., Goodlin-Jones, B. L., & Anders, T. F. (2004). A social adjustment enhancement intervention for high functioning autism, Asperger’s syndrome, and pervasive development disorder NOS. Journal of Autism and Developmental Disorders, 34, 649–668. https://doi.org/10.1007/s10803-004-5286-y.

    Article  PubMed  Google Scholar 

  • Spybrook, J., Kelcey, B., & Dong, N. (2016). Power for detecting treatment by moderator effects in two- and three-level cluster randomized trials. Journal of Educational and Behavioral Statistics, 41, 605–627. https://doi.org/10.3102/F1076998616655442.

    Article  Google Scholar 

  • Wechsler, D. (2003). Wechsler intelligence scale for children (4th ed.). San Antonio: The Psychological Corporation.

    Google Scholar 

  • Weisz, J. R., Weiss, B., & Donenberg, G. R. (1992). The lab versus the clinic: Effects of child and adolescent psychotherapy. American Psychologist, 47, 1578–1585. https://doi.org/10.1037/0003-066X.47.12.1578.

    Article  PubMed  Google Scholar 

  • Weisz, J. R., Donenberg, G. R., Weiss, B., & Han, S. S. (1995). Bridging the gap between laboratory and clinic in child and adolescent psychotherapy. Journal of Consulting and Clinical Psychology, 63, 688–701. https://doi.org/10.1037/0022-006X.63.5.688.

    Article  PubMed  Google Scholar 

  • Whalon, K. J., Conroy, M. A., Martinez, J. R., & Werch, B. L. (2015). School-based peer-related social competence interventions for children with autism spectrum disorder: A meta-analysis and descriptive review of single case research design studies. Journal of Autism and Developmental Disorders, 45, 1513–1531. https://doi.org/10.1007/s10803-015-2373-1.

    Article  PubMed  Google Scholar 

  • White, S., Ollendick, T., Albano, A. M., Oswald, D., Johnson, C., Southam-Gerow, M. A., et al. (2013). Randomized controlled trial: Multimodal anxiety and social skill intervention for adolescents with autism spectrum disorder. Journal of Autism and Developmental Disorders, 43, 382–394. https://doi.org/10.1007/s10803-012-1577-x.

    Article  PubMed  PubMed Central  Google Scholar 

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Funding

This research was supported by Department of Education, Institute of Education Sciences Grant R324A130216. Findings and conclusions are those of the authors and do not necessarily reflect the views of the funding agency.

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Correspondence to Christopher Lopata.

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Lopata, C., Donnelly, J.P., Thomeer, M.L. et al. Moderators of School Intervention Outcomes for Children with Autism Spectrum Disorder. J Abnorm Child Psychol 48, 1105–1114 (2020). https://doi.org/10.1007/s10802-020-00652-5

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