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Developmental cascades between insistence on sameness behaviour and anxiety symptoms in autism spectrum disorder

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Abstract

Autistic children experience high rates of anxiety. Insistence on sameness behaviour (IS) is a core feature of autism that appears correlated with anxiety severity. The objective of this study was to examine the longitudinal relations between anxiety and IS in autistic children using a developmental cascade model. A longitudinal cohort of 421 autistic children was followed between 4 and 11 years of age. Anxiety was quantified using items from the Anxiety Problems subscale of the Child Behavior Checklist; sameness behaviours were measured using the Repetitive Behavior Scale-Revised, Ritualistic/sameness subscale (both parent-report measures). Structural equation modelling was used to examine the longitudinal and directional associations between anxiety and IS at four time-points, through cross-lagged panel models (CLPM) with and without a random-intercepts component (RI-CLPM). Both the CLPM and the RI-CLPM had good fit. Significant directional associations were detected whereby elevated or increasing IS preceded elevated or increasing anxiety symptoms 1–2 years later, respectively. Stable baseline tendencies towards anxiety and IS as between-person traits (intercepts) were strongly associated (standardized estimate = 0.69, p < 0.001). The magnitude of the cross-sectional associations between anxiety and IS appeared to lessen with age. IS and anxiety symptoms in autism are closely related. They appear to be shared traits that mirror each other particularly in younger children. Increasing IS may be a sign of emerging future anxiety. Interventions that target IS to reduce or prevent anxiety amongst school-aged autistic children merit further study.

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References

  1. American Psychiatric Association (2013) Diagnostic and statistical manual of mental disorders (DSM-5®). American Psychiatric Pub, Washington, DC

    Book  Google Scholar 

  2. van Steensel FJ, Bogels SM, Perrin S (2011) Anxiety disorders in children and adolescents with autistic spectrum disorders: a meta-analysis. Clin Child Fam Psychol Rev 14(3):302–317. https://doi.org/10.1007/s10567-011-0097-0

    Article  PubMed  PubMed Central  Google Scholar 

  3. Joshi G, Faraone SV, Wozniak J, Petty C et al (2014) Examining the clinical correlates of autism spectrum disorder in youth by ascertainment source. J Autism Dev Disord 44(9):2117–2126

    Article  PubMed  PubMed Central  Google Scholar 

  4. van Steensel FJ, Bogels SM, Dirksen CD (2012) Anxiety and quality of life: clinically anxious children with and without autism spectrum disorders compared. J Clin Child Adolesc Psychol 41(6):731–738. https://doi.org/10.1080/15374416.2012.698725

    Article  PubMed  Google Scholar 

  5. Pellicano E, Dinsmore A, Charman T (2014) What should autism research focus upon? Community views and priorities from the United Kingdom. Autism Int J Res Pract 18(7):756–770. https://doi.org/10.1177/1362361314529627

    Article  Google Scholar 

  6. Kerns CM, Kendall PC, Berry L, Souders MC et al (2014) Traditional and atypical presentations of anxiety in youth with autism spectrum disorder. J Autism Dev Disord 44(11):2851–2861. https://doi.org/10.1007/s10803-014-2141-7

    Article  PubMed  PubMed Central  Google Scholar 

  7. Wijnhoven L, Creemers DHM, Vermulst AA, Granic I (2018) Prevalence and risk factors of anxiety in a clinical Dutch sample of children with an autism spectrum disorder. Front Psychiatry 9:50. https://doi.org/10.3389/fpsyt.2018.00050

    Article  PubMed  PubMed Central  Google Scholar 

  8. Vasa RA, Kreiser NL, Keefer A, Singh V et al (2018) Relationships between autism spectrum disorder and intolerance of uncertainty. Autism Res 11(4):636–644. https://doi.org/10.1002/aur.1916

    Article  PubMed  PubMed Central  Google Scholar 

  9. Vasa RA, Mazurek MO (2015) An update on anxiety in youth with autism spectrum disorders. Curr Opin Psychiatry 28(2):83–90. https://doi.org/10.1097/YCO.0000000000000133

    Article  PubMed  PubMed Central  Google Scholar 

  10. Vasa RA, Kalb L, Mazurek M, Kanne S et al (2013) Age-related differences in the prevalence and correlates of anxiety in youth with autism spectrum disorders. Res Autism Spectr Disord 7(11):1358–1369

    Article  Google Scholar 

  11. Salazar F, Baird G, Chandler S, Tseng E et al (2015) Co-occurring psychiatric disorders in preschool and elementary school-aged children with autism spectrum disorder. J Autism Dev Disord 45(8):2283–2294. https://doi.org/10.1007/s10803-015-2361-5

    Article  PubMed  Google Scholar 

  12. van Steensel FJ, Heeman EJ (2017) Anxiety levels in children with autism spectrum disorder: a meta-analysis. J Child Fam Stud 26(7):1753–1767

    Article  PubMed  PubMed Central  Google Scholar 

  13. Kerns CM, Winder-Patel B, Iosif AM, Nordahl CW et al (2020) Clinically significant anxiety in children with autism spectrum disorder and varied intellectual functioning. J Clin Child Adolesc Psychol. https://doi.org/10.1080/15374416.2019.1703712

    Article  PubMed  PubMed Central  Google Scholar 

  14. Baribeau DA, Vigod S, Pullenayegum E, Kerns CM et al (2020) Repetitive behavior severity as an early indicator of risk for elevated anxiety symptoms in autism spectrum disorder. J Am Acad Child Adolesc Psychiatry 59(7):890–9.e3

    Article  PubMed  Google Scholar 

  15. Russell KM, Frost KM, Ingersoll B (2019) The relationship between subtypes of repetitive behaviors and anxiety in children with autism spectrum disorder. Res Autism Spectr Disord 62:48–54

    Article  Google Scholar 

  16. Rodgers J, Glod M, Connolly B, McConachie H (2012) The relationship between anxiety and repetitive behaviours in autism spectrum disorder. J Autism Dev Disord 42(11):2404–2409. https://doi.org/10.1007/s10803-012-1531-y

    Article  CAS  PubMed  Google Scholar 

  17. Szatmari P, Georgiades S, Bryson S, Zwaigenbaum L et al (2006) Investigating the structure of the restricted, repetitive behaviours and interests domain of autism. J Child Psychol Psychiatry 47(6):582–590. https://doi.org/10.1111/j.1469-7610.2005.01537.x

    Article  PubMed  Google Scholar 

  18. Bishop SL, Hus V, Duncan A, Huerta M et al (2013) Subcategories of restricted and repetitive behaviors in children with autism spectrum disorders. J Autism Dev Disord 43(6):1287–1297. https://doi.org/10.1007/s10803-012-1671-0

    Article  PubMed  PubMed Central  Google Scholar 

  19. Gotham K, Bishop SL, Hus V, Huerta M et al (2013) Exploring the relationship between anxiety and insistence on sameness in autism spectrum disorders. Autism Res 6(1):33–41. https://doi.org/10.1002/aur.1263

    Article  PubMed  Google Scholar 

  20. Black KR, Stevenson RA, Segers M, Ncube BL et al (2017) Linking anxiety and insistence on sameness in autistic children: the role of sensory hypersensitivity. J Autism Dev Disord 47(8):2459–2470

    Article  PubMed  Google Scholar 

  21. Wood JJ, Kendall PC, Wood KS, Kerns CM et al (2020) Cognitive behavioral treatments for anxiety in children with autism spectrum disorder: a randomized clinical trial. JAMA Psychiat 77(5):474–483. https://doi.org/10.1001/jamapsychiatry.2019.4160

    Article  Google Scholar 

  22. Yu Y, Chaulagain A, Pedersen SA, Lydersen S et al (2020) Pharmacotherapy of restricted/repetitive behavior in autism spectrum disorder: a systematic review and meta-analysis. BMC Psychiatry 20(1):1–11

    Article  Google Scholar 

  23. Zhou MS, Nasir M, Farhat LC, Kook M et al (2020) Meta-analysis: pharmacologic treatment of restricted and repetitive behaviors in autism spectrum disorders. J Am Acad Child Adolesc Psychiatry. https://doi.org/10.1016/j.jaac.2020.03.007

    Article  PubMed  Google Scholar 

  24. Perihan C, Burke M, Bowman-Perrott L, Bicer A et al (2020) Effects of cognitive behavioral therapy for reducing anxiety in children with high functioning ASD: a systematic review and meta-analysis. J Autism Dev Disord 50(6):1958–1972. https://doi.org/10.1007/s10803-019-03949-7

    Article  PubMed  Google Scholar 

  25. Storch EA, Arnold EB, Lewin AB, Nadeau JM et al (2013) The effect of cognitive-behavioral therapy versus treatment as usual for anxiety in children with autism spectrum disorders: a randomized, controlled trial. J Am Acad Child Adolesc Psychiatry 52(2):132–42.e2. https://doi.org/10.1016/j.jaac.2012.11.007

    Article  PubMed  Google Scholar 

  26. Storch EA, Lewin AB, Collier AB, Arnold E et al (2015) A randomized controlled trial of cognitive-behavioral therapy versus treatment as usual for adolescents with autism spectrum disorders and comorbid anxiety. Depress Anxiety 32(3):174–181. https://doi.org/10.1002/da.22332

    Article  PubMed  Google Scholar 

  27. Grahame V, Brett D, Dixon L, McConachie H et al (2015) Managing repetitive behaviours in young children with autism spectrum disorder (ASD): pilot randomised controlled trial of a new parent group intervention. J Autism Dev Disord 45(10):3168–3182. https://doi.org/10.1007/s10803-015-2474-x

    Article  PubMed  Google Scholar 

  28. Boyd BA, McDonough SG, Bodfish JW (2012) Evidence-based behavioral interventions for repetitive behaviors in autism. J Autism Dev Disord 42(6):1236–1248. https://doi.org/10.1007/s10803-011-1284-z

    Article  PubMed  PubMed Central  Google Scholar 

  29. Keefer A, Kreiser NL, Singh V, Blakeley-Smith A et al (2017) Intolerance of uncertainty predicts anxiety outcomes following CBT in youth with ASD. J Autism Dev Disord 47(12):3949–3958. https://doi.org/10.1007/s10803-016-2852-z

    Article  PubMed  Google Scholar 

  30. Rodgers J, Hodgson A, Shields K, Wright C et al (2017) Towards a treatment for intolerance of uncertainty in young people with autism spectrum disorder: development of the coping with uncertainty in everyday situations (CUES©) programme. J Autism Dev Disord 47(12):3959–3966. https://doi.org/10.1007/s10803-016-2924-0

    Article  PubMed  Google Scholar 

  31. Rodgers J, Goodwin J, Parr JR, Grahame V et al (2019) Coping with uncertainty in everyday situations (CUES©) to address intolerance of uncertainty in autistic children: study protocol for an intervention feasibility trial. Trials 20(1):385. https://doi.org/10.1186/s13063-019-3479-0

    Article  PubMed  PubMed Central  Google Scholar 

  32. Duvekot J, van der Ende J, Verhulst FC, Greaves-Lord K (2018) Examining bidirectional effects between the autism spectrum disorder (ASD) core symptom domains and anxiety in children with ASD. J Child Psychol Psychiatry 59(3):277–284. https://doi.org/10.1111/jcpp.12829

    Article  PubMed  Google Scholar 

  33. Teh EJ, Chan DM, Tan GKJ, Magiati I (2017) Continuity and change in, and child predictors of, caregiver reported anxiety symptoms in young people with autism spectrum disorder: a follow-up study. J Autism Dev Disord 47(12):3857–3871. https://doi.org/10.1007/s10803-017-3136-y

    Article  PubMed  Google Scholar 

  34. Hallett V, Ronald A, Rijsdijk F, Happe F (2010) Association of autistic-like and internalizing traits during childhood: a longitudinal twin study. Am J Psychiatry 167(7):809–817. https://doi.org/10.1176/appi.ajp.2009.09070990

    Article  PubMed  Google Scholar 

  35. Baribeau DA, Vigod S, Pullenayegum E, Kerns CM et al (2019) Repetitive behavior severity as an early indicator of risk for elevated anxiety symptoms in autism spectrum disorder. J Am Acad Child Adolesc Psychiatry. https://doi.org/10.1016/j.jaac.2019.08.478

    Article  PubMed  Google Scholar 

  36. Baribeau DA, Vigod S, Pullenayegum E, Kerns CM et al (2021) Co-occurring trajectories of anxiety and insistence on sameness behaviour in autism spectrum disorder. Br J Psychiatry 218(1):20–27. https://doi.org/10.1192/bjp.2020.127

    Article  PubMed  Google Scholar 

  37. Masten AS, Cicchetti D (2010) Developmental cascades. Dev Psychopathol 22(3):491–495

    Article  PubMed  Google Scholar 

  38. Mulder JD, Hamaker EL (2021) Three extensions of the random intercept cross-lagged panel model. Struct Equ Modeling Multidiscip J 28:638–648

    Article  Google Scholar 

  39. Galbraith S, Bowden J, Mander A (2017) Accelerated longitudinal designs: an overview of modelling, power, costs and handling missing data. Stat Methods Med Res 26(1):374–398. https://doi.org/10.1177/0962280214547150

    Article  PubMed  Google Scholar 

  40. Achenbach TM (1991) Integrative guide for the 1991 CBCL/4-18, YSR, and TRF profiles. Department of Psychiatry, University of Vermont, Burlington

    Google Scholar 

  41. Achenbach TM, Dumenci L (2001) Advances in empirically based assessment: revised cross-informant syndromes and new DSM-oriented scales for the CBCL, YSR, and TRF: Comment on Lengua, Sadowski, Friedrich, and Fisher

  42. Pandolfi V, Magyar CI, Norris M (2014) Validity study of the CBCL 6–18 for the assessment of emotional problems in youth with ASD. J Ment Health Res Intellect Disabil 7(4):306–322. https://doi.org/10.1080/19315864.2014.930547

    Article  PubMed  PubMed Central  Google Scholar 

  43. Magyar CI, Pandolfi V (2017) Utility of the CBCL DSM-oriented scales in assessing emotional disorders in youth with autism. Res Autism Spectr Disord 37:11–20. https://doi.org/10.1016/j.rasd.2017.01.009

    Article  PubMed  PubMed Central  Google Scholar 

  44. Ivanova MY, Achenbach TM, Rescorla LA, Harder VS et al (2010) Preschool psychopathology reported by parents in 23 societies: testing the seven-syndrome model of the child behavior checklist for ages 1.5–5. J Am Acad Child Adolesc Psychiatry 49(12):1215–1224. https://doi.org/10.1016/j.jaac.2010.08.019

    Article  PubMed  PubMed Central  Google Scholar 

  45. Lam KS, Aman MG (2007) The Repetitive Behavior Scale-Revised: independent validation in individuals with autism spectrum disorders. J Autism Dev Disord 37(5):855–866. https://doi.org/10.1007/s10803-006-0213-z

    Article  PubMed  Google Scholar 

  46. Roid GH, Sampers JL (2004) Merrill-Palmer-revised scales of development. Stoelting, Wood Dale

    Google Scholar 

  47. Zimmerman IL, Steiner VG, Pond RE (2002) Preschool language scale, 4th edn. The Psychological Corporation, San Antoni, TX

    Google Scholar 

  48. Rosseel Y (2012) Lavaan: an R package for structural equation modeling and more. Version 0.5–12 (BETA). J Stat Softw 48(2):1–36

    Article  Google Scholar 

  49. Hamaker EL, Kuiper RM, Grasman RP (2015) A critique of the cross-lagged panel model. Psychol Methods 20(1):102–116. https://doi.org/10.1037/a0038889

    Article  PubMed  Google Scholar 

  50. Lt Hu, Bentler PM (1999) Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Modeling 6(1):1–55

    Article  Google Scholar 

  51. Kline RB (2015) Principles and practice of structural equation modeling. Guilford Publications, New York

    Google Scholar 

  52. Baumgartner H, Homburg C (1996) Applications of structural equation modeling in marketing and consumer research: a review. Int J Res Mark 13(2):139–161

    Article  Google Scholar 

  53. Morris L, Mansell W (2018) A systematic review of the relationship between rigidity/flexibility and transdiagnostic cognitive and behavioral processes that maintain psychopathology. J Exp Psychopathol 9(3):2043808718779431

    Google Scholar 

  54. Dugas MJ, Freeston MH, Ladouceur R (1997) Intolerance of uncertainty and problem orientation in worry. Cogn Ther Res 21(6):593–606

    Article  Google Scholar 

  55. Boulter C, Freeston M, South M, Rodgers J (2014) Intolerance of uncertainty as a framework for understanding anxiety in children and adolescents with autism spectrum disorders. J Autism Dev Disord 44(6):1391–1402

    Article  PubMed  Google Scholar 

  56. Jenkinson R, Milne E, Thompson A (2020) The relationship between intolerance of uncertainty and anxiety in autism: a systematic literature review and meta-analysis. Autism Int J Res Pract 24(8):1933–1944

    Article  Google Scholar 

  57. Wigham S, Rodgers J, South M, McConachie H et al (2015) The interplay between sensory processing abnormalities, intolerance of uncertainty, anxiety and restricted and repetitive behaviours in autism spectrum disorder. J Autism Dev Disord 45(4):943–952

    Article  PubMed  Google Scholar 

  58. Hwang YI, Arnold S, Srasuebkul P, Trollor J (2020) Understanding anxiety in adults on the autism spectrum: an investigation of its relationship with intolerance of uncertainty, sensory sensitivities and repetitive behaviours. Autism Int J Res Pract 24(2):411–422

    Article  Google Scholar 

  59. Wilkes BJ, Lewis MH (2018) The neural circuitry of restricted repetitive behavior: magnetic resonance imaging in neurodevelopmental disorders and animal models. Neurosci Biobehav Rev 92:152–171. https://doi.org/10.1016/j.neubiorev.2018.05.022

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  60. Lago T, Davis A, Grillon C, Ernst M (2017) Striatum on the anxiety map: small detours into adolescence. Brain Res 1654:177–184. https://doi.org/10.1016/j.brainres.2016.06.006

    Article  CAS  PubMed  Google Scholar 

  61. Langen M, Bos D, Noordermeer SD, Nederveen H et al (2014) Changes in the development of striatum are involved in repetitive behavior in autism. Biol Psychiatry 76(5):405–411

    Article  PubMed  Google Scholar 

  62. Spiker MA, Lin CE, Van Dyke M, Wood JJ (2012) Restricted interests and anxiety in children with autism. Autism Int J Res Pract 16:306–320

    Article  Google Scholar 

  63. Joosten AV, Bundy AC, Einfeld SL (2009) Intrinsic and extrinsic motivation for stereotypic and repetitive behavior. J Autism Dev Disord 39(3):521–531. https://doi.org/10.1007/s10803-008-0654-7

    Article  PubMed  Google Scholar 

  64. Liu H, Huang X, Xu J, Mao H et al (2021) Dissection of the relationship between anxiety and stereotyped self-grooming using the Shank3B mutant autistic model, acute stress model and chronic pain model. Neurobiol Stress 15:100417. https://doi.org/10.1016/j.ynstr.2021.100417

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Acknowledgements

The authors thank all the children and families who have participated in the Pathways in ASD study. The authors also acknowledge the Pathways in ASD Study Team (research staff members and trainees) who have contributed to this study. Dr. Baribeau’s training was supported by the O’Brien Scholars Program, and the Canadian Institutes of Health Research.

Funding

This study was supported by the Canadian Institutes of Health Research (HDF-70333, FDN 93621), Kids Brain Health Network (formerly NeuroDevNet), Autism Speaks, the Government of British Columbia, Alberta Innovates Health Solutions, the Sinneave Family Foundation, and the Mayberry Family.

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Correspondence to Danielle A. Baribeau.

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Drs. Baribeau, Vigod, Pullenayegum, Mirenda, Smith, Vaillancourt, Volden, Waddell, Zwaigenbaum, Bennett, Duku, Elsabbagh, Georgiades, Kerns, Ungar, Zaidman-Zait, and Szatmari report no biomedical financial interests or potential conflicts of interest.

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Baribeau, D.A., Vigod, S.N., Pullenayegum, E. et al. Developmental cascades between insistence on sameness behaviour and anxiety symptoms in autism spectrum disorder. Eur Child Adolesc Psychiatry 32, 2109–2118 (2023). https://doi.org/10.1007/s00787-022-02049-9

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