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Diagnostic Utility of the Gilliam Autism Rating Scales-3rd Edition Parent Report in Clinically Referred Children

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Abstract

There is limited research regarding the Gilliam Autism Rating Scales-3rd Edition (GARS-3) despite its extensive use. A comprehensive diagnostic evaluation, including the Autism Diagnostic Observation Schedule-2nd Edition (ADOS-2) was provided to 186 clinically referred children suspected of autism (\(\overline{X }\) age = 8.98; Autism [AUT] n = 87; Not Autism [NOT] n = 99). Mean difference analyses, Logistic Regressions, and ROC analyses were non-significant for both Autism Index scores. The author-suggested cutoff score of 70 correctly classified approximately 47% of participants, with false positive rates = 82.83–87.88%. ADOS-2 correlations were significantly lower vis-à-vis the standardization sample. The Social Interaction subscale demonstrated weak, marginal results, and sensitivity/specificity could not be optimized. In its current form, the GARS-3 does not demonstrate adequate criterion validity for use in assessment of complex community samples.

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References

  • Aiello, R., Ruble, L., & Esler, A. (2017). National study of school psychologists’ use of evidence-based assessment in autism spectrum disorder. Journal of Applied School Psychology, 33(1), 67–88. https://doi.org/10.1080/15377903.2016.1236307

    Article  Google Scholar 

  • Akmatov, M. K., Ermakova, T., & Bätzing, J. (2021). Psychiatric and nonpsychiatric comorbidities among children with ADHD: An exploratory analysis of nationwide claims data in Germany. Journal of Attention Disorders, 25(6), 874–884. https://doi.org/10.1177/1087054719865779

    Article  PubMed  Google Scholar 

  • Alsaedi, R. H., Carrington, S., & Watters, J. J. (2020). Behavioral and neuropsychological evaluation of executive functions in children with autism spectrum disorder in the Gulf region. Brain Sciences, 10(2), 120. https://doi.org/10.3390/brainsci10020120

    Article  PubMed  PubMed Central  Google Scholar 

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

  • Ashwood, K. L., Gillan, N., Horder, J., Hayward, H., Woodhouse, E., McEwen, F. S., Findon, J., Eklund, H., Spain, D., Wilson, C. E., Cadman, T., Young, S., Stoencheva, V., Murphy, C. M., Robertson, D., Charman, T., Bolton, P., Glaser, K., Asherson, P., Simonoff, E., & Murphy, D. G. (2016). Predicting the diagnosis of autism in adults using the autism-spectrum quotient (AQ) questionnaire. Psychological Medicine, 46(12), 2595–2604. https://doi.org/10.1017/S0033291716001082

    Article  PubMed  PubMed Central  Google Scholar 

  • Austin, C. A., Gerstle, M., Baum, K. T., Bradley, A., LeJeune, B., Peugh, J., & Beebe, D. W. (2019). Evolution of parental knowledge and efficacy across the pediatric neuropsychological evaluation process. Clinical Neuropsychologist, 33(4), 743–759. https://doi.org/10.1080/13854046.2018.1497206

    Article  PubMed  Google Scholar 

  • Avni, E., Ben-Itzchak, E., & Zachor, D. A. (2018). The presence of comorbid ADHD and anxiety symptoms in autism spectrum disorder: Clinical presentation and predictors. Frontiers in Psychiatry, 9, 717–717. https://doi.org/10.3389/fpsyt.2018.00717

    Article  PubMed  PubMed Central  Google Scholar 

  • Basiru, T., Adereti, I., Olanipekun, A., & Ravenscroft, S. (2021). Trend in age at first diagnosis of autism spectrum disorder (ASD): Analysis of the 2012–2019 national survey of children’s health (NSCH) data. Annals of Epidemiology, 61, 20–20. https://doi.org/10.1016/j.annepidem.2021.05.017

    Article  Google Scholar 

  • Benson, N. F., Floyd, R. G., Kranzler, J. H., Eckert, T. L., Fefer, S. A., & Morgan, G. B. (2019). Test use and assessment practices of school psychologists in the united states: Findings from the 2017 national survey. Journal of School Psychology, 72, 29–48. https://doi.org/10.1016/j.jsp.2018.12.004

    Article  PubMed  Google Scholar 

  • Bora, E., & Pantelis, C. (2016). Meta-analysis of social cognition in attention-deficit/hyperactivity disorder (ADHD): Comparison with healthy controls and autistic spectrum disorder. Psychological Medicine, 46(4), 699–716. https://doi.org/10.1017/S0033291715002573

    Article  PubMed  Google Scholar 

  • Camodeca, A. (2019). Description of criterion validity of the autism spectrum rating scales 6–18 parent report: Initial exploration in a large community sample. Child Psychiatry & Human Development, 50(6), 987–1001. https://doi.org/10.1007/s10578-019-00899-0

    Article  Google Scholar 

  • Camodeca, A., Todd, K., & Croyle, J. (2019 online, 2020). Utility of the Asperger Syndrome Diagnostic Scale in the assessment of autism spectrum disorders. Journal of Autism and Developmental Disorders, 50, 513–523. https://doi.org/10.1007/s10803-019-04272-x

  • Camodeca, A., & Walcott, K. (2021). Criterion validity of the autism spectrum rating scales 2–5 parent report. Research in Autism Spectrum Disorders, 86, 101820. https://doi.org/10.1016/j.rasd.2021.101820

    Article  Google Scholar 

  • Cardon, T., Wangsgard, N., & Dobson, N. (2019). Video modeling using classroom peers as models to increase social communication skills in children with ASD in an integrated preschool. Education & Treatment of Children, 42(4), 515–536. https://doi.org/10.1353/etc.2019.0024

    Article  Google Scholar 

  • Charman, T., & Gotham, K. (2013). Measurement issues: Screening and diagnostic instruments for autism spectrum disorders—Lessons from research and practise. Child and Adolescent Mental Health, 18(1), 52–63. https://doi.org/10.1111/j.1475-3588.2012.00664.x

    Article  PubMed  Google Scholar 

  • Chojnicka, I., & Pisula, E. (2017). Adaptation and validation of the ADOS-2, Polish version. Frontiers in Psychology, 8, 1916–1916. https://doi.org/10.3389/fpsyg.2017.01916

    Article  PubMed  PubMed Central  Google Scholar 

  • Constantino, J. N., & Gruber, C. P. (2012). Social Responsiveness Scale–Second Edition (SRS-2). Western Psychological Services.

  • Cook, J. R., Hausman, E. M., Jensen-Doss, A., & Hawley, K. M. (2017). Assessment practices of child clinicians: Results from a national survey. Assessment, 24(2), 210–221. https://doi.org/10.1177/1073191115604353

    Article  PubMed  Google Scholar 

  • Crisci, G., Caviola, S., Cardillo, R., & Mammarella, I. C. (2021). Executive functions in neurodevelopmental disorders: Comorbidity overlaps between attention deficit and hyperactivity disorder and specific learning disorders. Frontiers in Human Neuroscience, 15, 594234. https://doi.org/10.3389/fnhum.2021.594234

    Article  PubMed  PubMed Central  Google Scholar 

  • Davidovitch, M., Slobodin, O., Weisskopf, M. G., & Rotem, R. S. (2020). Age-specific time trends in incidence rates of autism spectrum disorder following adaptation of DSM-5 and other ASD-related regulatory changes in Israel. Autism Research, 13(11), 1893–1901. https://doi.org/10.1002/aur.2420

    Article  PubMed  Google Scholar 

  • Dolan, B. K., Van Hecke, A. V., Carson, A. M., Karst, J. S., Stevens, S., Schohl, K. A., Potts, S., Kahne, J., Linneman, N., Remmel, R., & Hummel, E. (2016). Brief report: Assessment of intervention effects on in-vivo peer interactions in adolescents with autism spectrum disorder (ASD). Journal of Autism and Developmental Disorders, 46(6), 2251–2259. https://doi.org/10.1007/s10803-016-2738-0

    Article  PubMed  PubMed Central  Google Scholar 

  • Dudas, R. B., Lovejoy, C., Cassidy, S., Allison, C., Smith, P., & Baron-Cohen, S. (2017). The overlap between autistic spectrum conditions and borderline personality disorder. PLoS ONE, 12(9), e0184447. https://doi.org/10.1371/journal.pone.0184447

    Article  PubMed  PubMed Central  Google Scholar 

  • Efron, D., Bryson, H., Lycett, K., & Sciberras, E. (2016). Children referred for evaluation for ADHD: Comorbidity profiles and characteristics associated with a positive diagnosis. Child: Care, Health & Development, 42(5), 718–724. https://doi.org/10.1111/cch.12364

  • Espelöer, J., Hellmich, M., Vogeley, K., & Falter-Wagner, C. M. (2021). Brief report: Social anxiety in autism spectrum disorder is based on deficits in social competence. Journal of Autism and Developmental Disorders, 51(1), 315–322. https://doi.org/10.1007/s10803-020-04529-w

    Article  PubMed  Google Scholar 

  • Fusar-Poli, L., Brondino, N., Rocchetti, M., Panisi, C., Provenzani, U., Damiani, S., & Politi, P. (2017). Diagnosing ASD in adults without ID: Accuracy of the ADOS-2 and the ADI-R. Journal of Autism and Developmental Disorders, 47(11), 3370–3379. https://doi.org/10.1007/s10803-017-3258-2

    Article  PubMed  Google Scholar 

  • Gilliam, J. (2006). Gilliam autism rating scales (2nd ed.). Pearson.

  • Gilliam, J. (2014). Gilliam autism rating scales (3rd ed.). Pearson.

  • Goldstein, S., & Naglieri, J. A. (2013). Autism Spectrum Rating Scales (ASRS): Technical manual. Multi-Health Systems, Inc.

  • Hamad, A. F., Alessi-Severini, S., Mahmud, S. M., Brownell, M., & Kuo, I. F. (2019). Annual trends in prevalence and incidence of autism spectrum disorders in Manitoba preschoolers and toddlers: 2004–2015. Canadian Journal of Public Health, 110(4), 476–484. https://doi.org/10.17269/s41997-019-00181-9

  • Hampton, J., & Strand, P. S. (2015). A review of level 2 parent-report instruments used to screen children aged 1.5–5 for autism: A meta-analytic update. Journal of Autism and Developmental Disorders, 45(8), 2519–2530. https://doi.org/10.1007/s10803-015-2419-4

  • Jensen-Doss, A., & Hawley, K. M. (2010). Understanding barriers to evidence-based assessment: Clinician attitudes toward standardized assessment tools. Journal of Clinical Child and Adolescent Psychology, 39(6), 885–896. https://doi.org/10.1080/15374416.2010.517169

    Article  PubMed  PubMed Central  Google Scholar 

  • Joshi, G., Petty, C., Wozniak, J., Henin, A., Fried, R., Galdo, M., Kotarski, M., Walls, S., & Biederman, J. (2010). The heavy burden of psychiatric comorbidity in youth with autism spectrum disorders: A large comparative study of a psychiatrically referred population. Journal of Autism and Developmental Disorders, 40(11), 1361–1370. https://doi.org/10.1007/s10803-010-0996-9

    Article  PubMed  Google Scholar 

  • Kamp-Becker, I., Albertowski, K., Becker, J., Ghahreman, M., Langmann, A., Mingebach, T., Poustka, L., Weber, L., Schmidt, H., Smidt, J., Stehr, T., Roessner, V., Kucharczyk, K., Wolff, N., & Stroth, S. (2018). Diagnostic accuracy of the ADOS and ADOS-2 in clinical practice. European Child & Adolescent Psychiatry, 27(9), 1193–1207. https://doi.org/10.1007/s00787-018-1143-y

    Article  Google Scholar 

  • Knowland, V. C. P., Fletcher, F., Henderson, L., Walker, S., Norbury, C. F., & Gaskell, M. G. (2019). Sleep promotes phonological learning in children across language and autism spectra. Journal of Speech, Language, and Hearing Research, 62(12), 4235–4255. https://doi.org/10.1044/2019_JSLHR-S-19-0098

    Article  PubMed  Google Scholar 

  • Lai, M., & Szatmari, P. (2020). Sex and gender impacts on the behavioural presentation and recognition of autism. Current Opinion in Psychiatry, 33(2), 117–123. https://doi.org/10.1097/YCO.0000000000000575

    Article  PubMed  Google Scholar 

  • Langmann, A., Becker, J., Poustka, L., Becker, K., & Kamp-Becker, I. (2017). Diagnostic utility of the autism diagnostic observation schedule in a clinical sample of adolescents and adults. Research in Autism Spectrum Disorders, 34, 34–43. https://doi.org/10.1016/j.rasd.2016.11.012

    Article  Google Scholar 

  • Lord, C., Rutter, M., DiLavore, P. C., & Risi, S. (1999). Autism Diagnostic Observation Schedule. Western Psychological Services.

  • Lord, C., Rutter, M., DiLavore, P. C., Risi, S., Gotham, K., & Bishop, S. L. (2012). ADOS-2. Autism diagnostic observation schedule 2nd edition manual (Part I): Modules 1–4. Western Psychological Services.

  • Lordo, D., Bertolin, M., Sudikoff, E., Keith, C., Braddock, B., & Kaufman, D. A. S. (2017). Parents perceive improvements in socio-emotional functioning in adolescents with ASD following social skills treatment. Journal of Autism and Developmental Disorders, 47(1), 203–214. https://doi.org/10.1007/s10803-016-2969-0

    Article  Google Scholar 

  • Magyar, C. I., & Pandolfi, V. (2017). Utility of the CBCL DSM-oriented scales in assessing emotional disorders in youth with autism. Research in Autism Spectrum Disorders, 37, 11–20. https://doi.org/10.1016/j.rasd.2017.01.009

    Article  PubMed  PubMed Central  Google Scholar 

  • Manohar, H., Kuppili, P. P., Kandasamy, P., Chandrasekaran, V., & Rajkumar, R. P. (2018). Implications of comorbid ADHD in ASD interventions and outcome: Results from a naturalistic follow up study from south India. Asian Journal of Psychiatry, 33, 68–73. https://doi.org/10.1016/j.ajp.2018.03.009

    Article  PubMed  Google Scholar 

  • Medda, J. E., Cholemkery, H., & Freitag, C. M. (2019). Sensitivity and specificity of the ADOS-2 algorithm in a large German sample. Journal of Autism and Developmental Disorders, 49(2), 750–761. https://doi.org/10.1007/s10803-018-3750-3

    Article  PubMed  Google Scholar 

  • Norris, M., & Lecavalier, L. (2010). Screening accuracy of level 2 autism spectrum disorder rating scales. Autism, 14(4), 263–284. https://doi.org/10.1177/1362361309348071

    Article  PubMed  Google Scholar 

  • Pandolfi, V., Magyar, C. I., & Dill, C. A. (2010). Constructs assessed by the GARS-2: Factor analysis of data from the standardization sample. Journal of Autism and Developmental Disorders, 40(9), 1118–1130. https://doi.org/10.1007/s10803-010-0967-1

    Article  PubMed  Google Scholar 

  • Pfeiffer, B., Piller, A., Slugg, L., & Shiu, C. (2018). Brief report: Reliability of the participation and sensory environment questionnaire: Home scales. Journal of Autism and Developmental Disorders, 48(7), 2567–2576. https://doi.org/10.1007/s10803-018-3499-8

    Article  PubMed  Google Scholar 

  • Ramsey, R. K., Nichols, L., Ludwig, N. N., Fein, D., Adamson, L. B., & Robins, D. L. (2018). Brief report: Sex differences in parental concerns for toddlers with autism risk. Journal of Autism and Developmental Disorders, 48(12), 4063–4069. https://doi.org/10.1007/s10803-018-3583-0

    Article  PubMed  PubMed Central  Google Scholar 

  • Reale, L., Bartoli, B., Cartabia, M., Zanetti, M., Costantino, M. A., Canevini, M. P., Termine, C., Bonati, M., & Lombardy ADHD Group. (2017). Comorbidity prevalence and treatment outcome in children and adolescents with ADHD. European Child & Adolescent Psychiatry, 26(12), 1443–1457. https://doi.org/10.1007/s00787-017-1005-z

    Article  Google Scholar 

  • Reynolds, C. R., & Kamphaus, R. W. (2003). Handbook of psychological and educational assessment of children: Intelligence, aptitude, and achievement (2nd ed.). Guilford Press.

  • Riccio, C. A., Sullivan, J. R., & Cohen, M. J. (2010). Neuropsychological assessment and intervention for childhood and adolescent disorders. Wiley.

    Book  Google Scholar 

  • Richey, J. A., Rittenberg, A., Hughes, L., Damiano, C. R., Sabatino, A., Miller, S., Hanna, E., Bodfish, J. W., & Dichter, G. S. (2014). Common and distinct neural features of social and non-social reward processing in autism and social anxiety disorder. Social Cognitive and Affective Neuroscience, 9(3), 367–377. https://doi.org/10.1093/scan/nss146

    Article  PubMed  Google Scholar 

  • Rieske, R. D., Matson, J. L., Beighley, J. S., Cervantes, P. E., Goldin, R. L., & Jang, J. (2015). Comorbid psychopathology rates in children diagnosed with autism spectrum disorders according to the DSM-IV-TR and the proposed DSM-5. Developmental Neurorehabilitation, 18(4), 218–223. https://doi.org/10.3109/17518423.2013.790519

    Article  PubMed  Google Scholar 

  • Rosenbaum, M., & Gabrielsen, T. P. (2019). Decision factors for community providers when referring very young children for autism evaluation. Research in Autism Spectrum Disorders, 57, 87–96. https://doi.org/10.1016/j.rasd.2018.09.009

    Article  Google Scholar 

  • Salley, B., Gabrielli, J., Smith, C. M., & Braun, M. (2015). Do communication and social interaction skills differ across youth diagnosed with autism spectrum disorder, attention-deficit/hyperactivity disorder, or dual diagnosis? Research in Autism Spectrum Disorders, 20, 58–66. https://doi.org/10.1016/j.rasd.2015.08.006

    Article  PubMed  PubMed Central  Google Scholar 

  • Sattler, J. (2018). Assessment of children: Cognitive foundations and applications (2nd ed.). Jerome Sattler Publications.

  • Shepherd, D., Landon, J., Goedeke, S., Ty, K., & Csako, R. (2018). Parents’ assessments of their child’s autism-related interventions. Research in Autism Spectrum Disorders, 50, 1–10. https://doi.org/10.1016/j.rasd.2018.02.005

    Article  Google Scholar 

  • Stevens, T., Peng, L., & Barnard-Brak, L. (2016). The comorbidity of ADHD in children diagnosed with autism spectrum disorder. Research in Autism Spectrum Disorders, 31, 11–18. https://doi.org/10.1016/j.rasd.2016.07.003

    Article  Google Scholar 

  • Tabachnick, B. G., & Fidell, L. S. (2012). Using multivariate statistics (6th ed.). Pearson.

  • Tse, C. Y. A., Pang, C. L., & Lee, P. H. (2018). Choosing an appropriate physical exercise to reduce stereotypic behavior in children with autism spectrum disorders: A non-randomized crossover study. Journal of Autism and Developmental Disorders, 48(5), 1666–1672. https://doi.org/10.1007/s10803-017-3419-3

    Article  PubMed  Google Scholar 

  • Wagner, J., Luyster, R. J., Moustapha, H., Tager-Flusberg, H., & Nelson, C. A. (2018). Differential attention to faces in infant siblings of children with autism spectrum disorder and associations with later social and language ability. International Journal of Behavioral Development, 42(1), 83–92. https://doi.org/10.1177/0165025416673475

    Article  PubMed  Google Scholar 

  • Wechsler, D. (2012). Technical and interpretative manual of the Wechsler preschool and primary scale of intelligence 2nd edition. PsychCorp.

  • Wechsler, D. (2014). Technical and interpretative manual of the Wechsler intelligence scale for children 5th edition. PsychCorp.

  • Wigham, S., Rodgers, J., Berney, T., Le Couteur, A., Ingham, B., & Parr, J. R. (2019). Psychometric properties of questionnaires and diagnostic measures for autism spectrum disorders in adults: A systematic review. Autism, 23(2), 287–305. https://doi.org/10.1177/1362361317748245

    Article  PubMed  Google Scholar 

  • Williams, M. E., Williams, M. E., Atkins, M., Atkins, M., Soles, T., & Soles, T. (2009). Assessment of autism in community settings: Discrepancies in classification. Journal of Autism and Developmental Disorders, 39(4), 660–669. https://doi.org/10.1007/s10803-008-0668-1

    Article  PubMed  Google Scholar 

  • Yamawaki, K., Ishitsuka, K., Suyama, S., Suzumura, S., Yamashita, H., & Kanba, S. (2020). Clinical characteristics of boys with comorbid autism spectrum disorder and attention deficit/hyperactivity disorder. Pediatrics International, 62(2), 151–157. https://doi.org/10.1111/ped.14105

    Article  PubMed  Google Scholar 

  • Young, H., Oreve, M. J., & Speranza, M. (2018). Clinical characteristics and problems diagnosing autism spectrum disorder in girls. Archives De Pédiatrie: Organe Officiel De La Société Française De Pédiatrie, 25(6), 399–403. https://doi.org/10.1016/j.arcped.2018.06.008

    Article  PubMed  Google Scholar 

  • Youngstrom, E. A. (2014). A primer on receiver operating characteristic analysis and diagnostic efficiency statistics for pediatric psychology: We are ready to ROC. Journal of Pediatric Psychology, 39(2), 204–221. https://doi.org/10.1093/jpepsy/jst062

    Article  PubMed  Google Scholar 

  • Zander, E., Willfors, C., Berggren, S., Choque-Olsson, N., Coco, C., Elmund, A., Moretti, Å. H., Holm, A., Jifält, I., Kosieradzki, R., Linder, J., Nordin, V., Olafsdottir, K., Poltrago, L., & Bölte, S. (2016). The objectivity of the autism diagnostic observation schedule (ADOS) in naturalistic clinical settings. European Child & Adolescent Psychiatry, 25(7), 769–780. https://doi.org/10.1007/s00787-015-0793-2

    Article  Google Scholar 

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This study did not receive funding. Limited preliminary data on the ROCs were presented as part of a larger presentation at the Center for Autism and Related Disorders conference.

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Camodeca, A. Diagnostic Utility of the Gilliam Autism Rating Scales-3rd Edition Parent Report in Clinically Referred Children. J Autism Dev Disord 53, 2112–2126 (2023). https://doi.org/10.1007/s10803-022-05483-5

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