Cargando…
Longitudinal change in restricted and repetitive behaviors from 8-36 months
BACKGROUND: Restricted and repetitive behaviors (RRBs) are core features of autism spectrum disorder (ASD) and one of the earliest behavioral signs of ASD. However, RRBs are also present in typically developing (TD) infants, toddlers, and preschool-aged children. Past work suggests that examining ch...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7798225/ https://www.ncbi.nlm.nih.gov/pubmed/33423667 http://dx.doi.org/10.1186/s11689-020-09335-0 |
_version_ | 1783635020105121792 |
---|---|
author | Sifre, Robin Berry, Daniel Wolff, Jason J. Elison, Jed T. |
author_facet | Sifre, Robin Berry, Daniel Wolff, Jason J. Elison, Jed T. |
author_sort | Sifre, Robin |
collection | PubMed |
description | BACKGROUND: Restricted and repetitive behaviors (RRBs) are core features of autism spectrum disorder (ASD) and one of the earliest behavioral signs of ASD. However, RRBs are also present in typically developing (TD) infants, toddlers, and preschool-aged children. Past work suggests that examining change in these behaviors over time is essential to distinguish between normative manifestations of these behaviors and behaviors that denote risk for a neurodevelopmental disorder. One challenge in examining changes in these behaviors over time is that most measures of RRBs have not established longitudinal measurement invariance. The aims of this study were to (1) establish measurement invariance in the Repetitive Behavior Scales for Early Childhood (RBS-EC), a parent-report questionnaire of RRBs, and (2) model developmental change in RRBs from 8 to 36 months. METHODS: We collected RBS-EC responses from parents of TD infants (n = 180) from 8 to 36 months (n = 606 responses, with participants contributing an average of 3-time points). We leverage a novel methodological approach to measurement invariance testing (Bauer, Psychological Models, 22(3), 507–526, 2017), moderated nonlinear factor analysis (MNLFA), to determine whether the RBS-EC was invariant across age and sex. We then generated adjusted factor score estimates for each subscale of the RBS-EC (repetitive motor, self-directed, and higher-order behaviors), and used linear mixed effects models to estimate between- and within-person changes in the RBS-EC over time. RESULTS: The RBS-EC showed some non-invariance as a function of age. We were able to adjust for this non-invariance in order to more accurately model changes in the RBS-EC over time. Repetitive motor and self-directed behaviors showed a linear decline from 8 to 36 months, while higher-order behaviors showed a quadratic trajectory such that they began to decline later in development at around 18 months. Using adjusted factor scores as opposed to unadjusted raw mean scores provided a number of benefits, including increased within-person variability and precision. CONCLUSIONS: The RBS-EC is sensitive enough to measure the presence of RRBs in a TD sample, as well as their decline with age. Using factor score estimates of each subscale adjusted for non-invariance allowed us to more precisely estimate change in these behaviors over time. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s11689-020-09335-0. |
format | Online Article Text |
id | pubmed-7798225 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-77982252021-01-11 Longitudinal change in restricted and repetitive behaviors from 8-36 months Sifre, Robin Berry, Daniel Wolff, Jason J. Elison, Jed T. J Neurodev Disord Research BACKGROUND: Restricted and repetitive behaviors (RRBs) are core features of autism spectrum disorder (ASD) and one of the earliest behavioral signs of ASD. However, RRBs are also present in typically developing (TD) infants, toddlers, and preschool-aged children. Past work suggests that examining change in these behaviors over time is essential to distinguish between normative manifestations of these behaviors and behaviors that denote risk for a neurodevelopmental disorder. One challenge in examining changes in these behaviors over time is that most measures of RRBs have not established longitudinal measurement invariance. The aims of this study were to (1) establish measurement invariance in the Repetitive Behavior Scales for Early Childhood (RBS-EC), a parent-report questionnaire of RRBs, and (2) model developmental change in RRBs from 8 to 36 months. METHODS: We collected RBS-EC responses from parents of TD infants (n = 180) from 8 to 36 months (n = 606 responses, with participants contributing an average of 3-time points). We leverage a novel methodological approach to measurement invariance testing (Bauer, Psychological Models, 22(3), 507–526, 2017), moderated nonlinear factor analysis (MNLFA), to determine whether the RBS-EC was invariant across age and sex. We then generated adjusted factor score estimates for each subscale of the RBS-EC (repetitive motor, self-directed, and higher-order behaviors), and used linear mixed effects models to estimate between- and within-person changes in the RBS-EC over time. RESULTS: The RBS-EC showed some non-invariance as a function of age. We were able to adjust for this non-invariance in order to more accurately model changes in the RBS-EC over time. Repetitive motor and self-directed behaviors showed a linear decline from 8 to 36 months, while higher-order behaviors showed a quadratic trajectory such that they began to decline later in development at around 18 months. Using adjusted factor scores as opposed to unadjusted raw mean scores provided a number of benefits, including increased within-person variability and precision. CONCLUSIONS: The RBS-EC is sensitive enough to measure the presence of RRBs in a TD sample, as well as their decline with age. Using factor score estimates of each subscale adjusted for non-invariance allowed us to more precisely estimate change in these behaviors over time. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s11689-020-09335-0. BioMed Central 2021-01-11 /pmc/articles/PMC7798225/ /pubmed/33423667 http://dx.doi.org/10.1186/s11689-020-09335-0 Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Sifre, Robin Berry, Daniel Wolff, Jason J. Elison, Jed T. Longitudinal change in restricted and repetitive behaviors from 8-36 months |
title | Longitudinal change in restricted and repetitive behaviors from 8-36 months |
title_full | Longitudinal change in restricted and repetitive behaviors from 8-36 months |
title_fullStr | Longitudinal change in restricted and repetitive behaviors from 8-36 months |
title_full_unstemmed | Longitudinal change in restricted and repetitive behaviors from 8-36 months |
title_short | Longitudinal change in restricted and repetitive behaviors from 8-36 months |
title_sort | longitudinal change in restricted and repetitive behaviors from 8-36 months |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7798225/ https://www.ncbi.nlm.nih.gov/pubmed/33423667 http://dx.doi.org/10.1186/s11689-020-09335-0 |
work_keys_str_mv | AT sifrerobin longitudinalchangeinrestrictedandrepetitivebehaviorsfrom836months AT berrydaniel longitudinalchangeinrestrictedandrepetitivebehaviorsfrom836months AT wolffjasonj longitudinalchangeinrestrictedandrepetitivebehaviorsfrom836months AT elisonjedt longitudinalchangeinrestrictedandrepetitivebehaviorsfrom836months |