Abstract
We examined whether different profiles of quality of life (QoL) existed among youth referred to an autism spectrum disorder (ASD) specialty clinic and, if present, determined if these groups were associated with different characteristics. Data were from parental report of 5–17 year-old youth (N = 476) who were scheduled to receive an evaluation at an ASD clinic. Parents completed questionnaires, including the Pediatric Quality of Life Inventory, assessing child and family functioning; providers reported diagnostic impressions. A latent profile analysis found five distinct groups: Low Risk, School Problems, Only Social Emotional Problems, and two Physical/Social Emotional Problems. The groups differed on clinical characteristics and family functioning. These findings have implications for more efficient and effective evaluations in service delivery systems serving complex patients.
Similar content being viewed by others
References
Achenbach, T. M., & Ruffle, T. M. (2000). The Child Behavior Checklist and related forms for assessing behavioral/emotional problems and competencies. Pediatrics in Review,21(8), 265–271.
Bastiaansen, D., Koot, H. M., Ferdinand, R. F., & Verhulst, F. C. (2004). Quality of life in children with psychiatric disorders: self-, parent, and clinician report. Journal of the American Academy of Child and Adolescent Psychiatry,43(2), 221–230.
Biggs, E. E., & Carter, E. W. (2016). Quality of life for transition-age youth with autism or intellectual disability. Journal of Autism and Developmental Disorders,46(1), 190–204.
Billstedt, E., Gillberg, I. C., & Gillberg, C. (2011). Aspects of quality of life in adults diagnosed with autism in childhood: A population-based study. Autism,15(1), 7–20.
Bishop-Fitzpatrick, L., Hong, J., Smith, L. E., Makuch, R. A., Greenberg, J. S., & Mailick, M. R. (2016). Characterizing objective quality of life and normative outcomes in adults with autism spectrum disorder: An exploratory latent class analysis. Journal of Autism and Developmental Disorders,46(8), 2707–2719.
Brewer, A. (2018). “We were on our own”: Mothers’ experiences navigating the fragmented system of professional care for autism. Social Sicnece and Medicine, 215, 61–68.
Burgess, A. F., & Gutstein, S. E. (2007). Quality of life for people with autism: Raising the standard for evaluating successful outcomes. Child and Adolescent Mental Health,12(2), 80–86.
Chiang, H., & Wineman, I. (2014). Factors associated with quality of life in individuals with autism spectrum disorders: A review of literature. Research in Autism Spectrum Disorders,8(8), 974–986.
Davidson, J. E., Aslakson, R. A., Long, A. C., Puntillo, K. A., Kross, E. K., Hart, J., et al. (2017). Guidelines for family-centered care in the neonatal, pediatric, and adult ICU. Critical Care Medicine,45(1), 103–128.
de Vries, M., & Geurts, H. (2015). Influence of autism traits and executive functioning on quality of life in children with an autism spectrum disorder. Journal of Autism and Developmental Disorders,45(9), 2734–2743.
Eaves, L. C., & Ho, H. H. (2008). Young adult outcome of autism spectrum disorders. Journal of Autism and Developmental Disorders,38(4), 739–747.
Eskow, K., Pineles, L., & Summers, J. A. (2011). Exploring the effect of autism waiver services on family outcomes. Journal of Policy and Practice in Intellectual Disabilities,8(1), 28–35.
Gardiner, E., & Iarocci, G. (2012). Unhappy (and happy) in their own way: A developmental psychopathology perspective on quality of life for families living with developmental disability with and without autism. Research in Developmental Disabilities,33(6), 2177–2192.
Goin-Kochel, R. P., Mackintosh, V. H., & Myers, B. J. (2006). How many doctors does it take to make an autism spectrum diagnosis? Autism,10(5), 439–451.
Goldrich Eskow, K., Ann Summers, J., Chasson, G. S., & Mitchell, R. (2018). The association between family–teacher partnership satisfaction and outcomes of academic progress and quality of life for children/youth with autism. Journal of Policy and Practice in Intellectual Disabilities,15(1), 16–25.
Halfon, N., Larson, K., & Slusser, W. (2013). Associations between obesity and comorbid mental health, developmental, and physical health conditions in a nationally representative sample of US children aged 10 to 17. Academic pediatrics,13(1), 6–13.
Hayes, S. A., & Watson, S. L. (2013). The impact of parenting stress: A meta-analysis of studies comparing the experience of parenting stress in parents of children with and without autism spectrum disorder. Journal of Autism and Developmental Disorders, 42(3), 639–642.
Hysing, M., Elgen, I., Gillberg, C., Lie, S. A., & Lundervold, A. J. (2007). Chronic physical illness and mental health in children. Results from a large-scale population study. Journal of Child Psychology and Psychiatry,48(8), 785–792.
Ikeda, E., Hinckson, E., & Krägeloh, C. (2014). Assessment of quality of life in children and youth with autism spectrum disorder: A critical review. Quality of Life Research,23(4), 1069–1085.
Jung, T., & Wickrama, K. A. S. (2008). An introduction to latent class growth analysis and growth mixture modeling. Social and Personality Psychology Compass,2(1), 302–317.
Kamio, Y., Inada, N., & Koyama, T. (2013). A nationwide survey on quality of life and associated factors of adults with high-functioning autism spectrum disorders. Autism,17(1), 15–26.
Keenan, M., Dillenburger, K., Doherty, A., Byrne, T., & Gallagher, S. (2010). The experiences of parents during diagnosis and forward planning for children with autism spectrum disorder. Journal of Applied Research in Intellectual Disabilities,23(4), 390–397.
Kuo, D. Z., Houtrow, A. J., Arango, P., Kuhlthau, K. A., Simmons, J. M., & Neff, J. M. (2012). Family-centered care: current applications and future directions in pediatric health care. Maternal and Child Health Journal,16(2), 297–305.
Lanza, S. T., Patrick, M. E., & Maggs, J. L. (2010). Latent transition analysis: Benefits of a latent variable approach to modeling transitions in substance use. Journal of Drug Issues,40(1), 93–120.
Lee, L. C., Harrington, R. A., Louie, B. B., & Newschaffer, C. J. (2008). Children with autism: Quality of life and parental concerns. Journal of Autism and Developmental Disorders,38(6), 1147–1160.
Limbers, C. A., Heffer, R. W., & Varni, J. W. (2009). Health-related quality of life and cognitive functioning from the perspective of parents of school-aged children with Asperger’s syndrome utilizing the PedsQL™. Journal of Autism and Developmental Disorders,39(11), 1529.
Markowitz, L. A., Reyes, C., Embacher, R. A., Speer, L. L., Roizen, N., & Frazier, T. W. (2016). Development and psychometric evaluation of a psychosocial quality-of-life questionnaire for individuals with autism and related developmental disorders. Autism,20(7), 832–844.
Mastro, K. A., Flynn, L., & Preuster, C. (2014). Patient-and family-centered care: A call to action for new knowledge and innovation. JONA: The Journal of Nursing Administration,44(9), 446–451.
Mazurek, M. O. (2014). Loneliness, friendship, and well-being in adults with autism spectrum disorders. Autism,18(3), 223–232.
Muthén, L. K., & Muthén, B. O. (2012). MPlus: Statistical analysis with latent variables-User’s guide.
Oberski, D. (2016). Mixture models: Latent profile and latent class analysis. In J. Robertson & M. Kaptein (Eds.), Modern statistical methods for HCI. Human-computer interaction series. Cham: Springer.
Riley, A. W., Forrest, C. B., Starfield, B., Rebok, G. W., Robertson, J. A., & Green, B. F. (2004). The parent report form of the CHIP-Child Edition: Reliability and validity. Medical Care,42, 210–220.
Roongpraiwan, R., Efron, D., Sewell, J., & Mathai, J. (2007). Comparison of mental health symptoms between children attending developmental/behavioural paediatric clinics and child and adolescent mental health service. Journal of Paediatrics and Child Health,43(3), 122–126.
Ryan, R. M., & Claessens, A. (2013). Associations between family structure changes and children’s behavior problems: The moderating effects of timing and marital birth. Developmental Psychology,49(7), 1219.
Rydzewska, E., Hughes-McCormack, L. A., Gillberg, C., Henderson, A., MacIntyre, C., Rintoul, J., et al. (2019). Prevalence of sensory impairments, physical and intellectual disabilities, and mental health in children and young people with self/proxy-reported autism: Observational study of a whole country population. Autism,23(5), 1201–1209.
Sansosti, F. J., Lavik, K. B., & Sansosti, J. M. (2012). Family experiences through the autism diagnostic process. Focus on Autism and Other Developmental Disabilities,27(2), 81–92.
Silva, L. M., & Schalock, M. (2012). Autism parenting stress index: Initial psychometric evidence. Journal of Autism and Developmental Disorders,42(4), 566–574.
van Heijst, B. F., & Geurts, H. M. (2015). Quality of life in autism across the lifespan: A meta-analysis. Autism,19(2), 158–167.
Varni, J. W., Burwinkle, T. M., Seid, M., & Skarr, D. (2003). The PedsQL™* 4.0 as a pediatric population health measure: Feasibility, reliability, and validity. Ambulatory Pediatrics,3(6), 329–341.
Varni, J. W., Limbers, C. A., & Burwinkle, T. M. (2007). Parent proxy-report of their children’s health-related quality of life: An analysis of 13,878 parents’ reliability and validity across age subgroups using the PedsQL™ 4.0 Generic Core Scales. Health and Quality of Life Outcomes,5(1), 2.
Varni, J. W., Seid, M., & Rode, C. A. (1999). The PedsQL™: Measurement model for the pediatric quality of life inventory. Medical Care,37, 126–139.
Wakimizu, R., Yamaguchi, K., & Fujioka, H. (2017). Family empowerment and quality of life of parents raising children with developmental disabilities in 78 Japanese families. International Journal of Nursing Sciences,4(1), 38–45.
Wallander, J. L., & Koot, H. M. (2016). Quality of life in children: A critical examination of concepts, approaches, issues, and future directions. Clinical Psychology Review,45, 131–143.
Zablotsky, B., Bradshaw, C. P., & Stuart, E. A. (2013). The association between mental health, stress, and coping supports in mothers of children with autism spectrum disorders. Journal of Autism and Developmental Disorders,43(6), 1380–1393.
Zuna, N. I., Turnbull, A., & Summers, J. A. (2009). Family quality of life: Moving from measurement to application. Journal of Policy and Practice in Intellectual Disabilities,6(1), 25–31.
Acknowledgments
We thank the patients of Kennedy Krieger Institute’s Center for Autism and Related Disorders for agreeing to contribute de-identified data for the purposes of advancing research and science. This study was not grant funded.
Funding
This study was funded, in part, by the Intellectual Developmental Disabilities Research Center (U54 HD079123).
Author information
Authors and Affiliations
Contributions
All authors conceived the presented idea. GA primarily wrote the manuscript with support from the co-authors. LK did the analyses. RL provided guidance and edited the manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical Approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.
Informed Consent
Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Azad, G.F., Dillon, E., Feuerstein, J. et al. Quality of Life in School-Aged Youth Referred to an Autism Specialty Clinic: A Latent Profile Analysis. J Autism Dev Disord 50, 1269–1280 (2020). https://doi.org/10.1007/s10803-019-04353-x
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10803-019-04353-x