Abstract
In this study, we explored potential associations among self-injurious behaviors (SIB) and a diverse group of protective and risk factors in children with autism spectrum disorder from two databases: Autism and Developmental Disabilities Monitoring (ADDM) Network and the Autism Speaks-Autism Treatment Network (AS-ATN). The presence of SIB was determined from children’s records in ADDM and a parent questionnaire in AS-ATN. We used multiple imputation to account for missing data and a non-linear mixed model with site as a random effect to test for associations. Despite differences between the two databases, similar associations were found; SIB were associated with developmental, behavioral, and somatic factors. Implications of these findings are discussed in relation to possible etiology, future longitudinal studies, and clinical practice.
Similar content being viewed by others
References
American Psychiatric Association (APA). (2000). Diagnostic and statistical manual of mental disorders (4th ed-text revision). Washington, DC: American Psychiatric Publishing.
American Psychiatric Association (APA). (2013). Diagnostic and statistical manual of mental disorders (5th edn.). Washington, DC: American Psychiatric Publishing.
Ando, H., & Yoshimura, I. (1979). Comprehension skill levels and prevalence of maladaptive behaviors in autistic and mentally retarded children. Child Psychiatry and Human Development, 9, 131–136.
Avchen, R. N., Wiggins, L., Devine, O., Van Naarden Braun, K., Rice, C., et al. (2011). Evaluation of a records-review surveillance system used to determine the prevalence of autism spectrum disorders. Journal of Autism and Developmental Disorders, 41, 227–236.
Baghdadli, A., Grisi, C., & Aussillloux, C. (2003). Risk factors for self-injurious behaviors among 222 young children with autistic disorders. Journal of Intellectual Disability Research, 47, 622–627.
Bakian, A. V., Bilder, D. A., Carbone, P. S., Hunt, T. D., Petersen, B., et al. (2014). Brief Report: Independent validation of autism spectrum disorders case status in the Utah Autism and Developmental Disabilities Monitoring (ADDM) Network site. Journal of Autism and Developmental Disorders, 45, 873–880.
Carr, E. (1977). The motivation of self-injurious behavior: A review of some hypotheses. Psychological Bulletin, 84, 800–816.
Carroll, D., Hallett, V., McDougle, C., Aman, M. G., McCracken, J. T., et al. (2014). Examination of aggression and self-injurious in children with autism spectrum disorders and serious behaviors problems. Child and Adolescent Psychiatric Clinics of North America, 23, 57–72.
Centers for Disease Control and Prevention (CDC) (2007). Prevalence of autism spectrum disorders—Autism and Developmental Disabilities Monitoring Network, 6 sites, 2000. Mortality Morbidity Weekly Report Surveillance Summaries, 56, 1–20.
Centers for Disease Control and Prevention (CDC) (2009). Prevalence of autism spectrum disorders—Autism and Developmental Disabilities Monitoring Network, 14 sites, 2006. Mortality Morbidity Weekly Report Surveillance Summaries, 58, 1–20.
Centers for Disease Control and Prevention (CDC) (2012). Prevalence of autism spectrum disorders—Autism and Developmental Disabilities Monitoring Network, 11 sites, 2008. Mortality Morbidity Weekly Report Surveillance Summaries, 61, 1–19.
Centers for Disease Control and Prevention (CDC) (2014). Prevalence of autism spectrum disorders among children aged 8 years—Autism and Developmental Disabilities Monitoring Network, 11 sites, United States, 2010. Mortality Morbidity Weekly Report Surveillance Summaries, 63, 1–21.
Cheng, J., Edwards, L., Maldonado-Molina, M., Komro, K., & Muller, K. (2010). Real longitudinal data analysis for real people: Building a good enough mixed model. Statistics in Medicine, 20, 504–520.
Coury, D., Jones, N., Klatka, K., Winklosky, B., & Perrin, J. M. (2009). Health care for children with autism: The Autism Treatment Network. Current Opinion in Pediatrics, 21, 828–832.
Devine, D. (2014). Self-injurious behaviors in autistic children: A neuro-developmental theory of social and environment isolation. Psychopharmacology, 231, 979–997.
Duerden, E., Card, D., Roberts, S. W., Mak-Fan, K., Chakravarty, M., et al. (2014). Self-injurious behaviors are associated with alterations in the somatosensory system in children with autism spectrum disorder. Brain Structure and Function, 219, 1251–1261.
Duerden, E., Oakley, H., Mak-Fan, K., McGrath, P., Taylor, M., et al. (2012). Risk factors associated with self-injurious behaviors in children and adolescents with autism spectrum disorders. Journal of Autism and Developmental Disorders, 42, 2460–2470.
Eikeseth, S. (2009). Outcomes of comprehensive psycho-educational interventions for young children with autism spectrum disorders. Research in Developmental Disabilities, 30, 158–178.
Esbensen, A., Seltzer, M. M., Lam, K. S., & Bodfish, J. W. (2009). Age-related differences in restricted repetitive behaviors in autism spectrum disorders. Journal of Autism and Developmental Disorders, 39, 57–66.
Fee, V. E., & Matson, J. L. (1992). Definition, classification, and taxonomy. In J. K. Luiselli, J. L. Matson & N. Singh (Eds.), Self-injurious behavior: Analysis, assessment, and treatment (pp. 3–20). New York: Springer-Verlag.
Goldman, S. (1998). Multiple comparisons explained. American Journal of Epidemiology, 147, 807–811.
Goldman, S., McGrew, S., Johnson, K., Richdale, A., Clemons, T., et al. (2011). Sleep is associated with problem behaviors in children and adolescents with autism spectrum disorders. Research in Autism Spectrum Disorders, 5, 1223–1229.
Gotham, K., Pickles, A., & Lord, C. (2009). Standardizing ADOS-G scores for a measure of severity in autism spectrum disorders. Journal of Autism and Developmental Disorders, 39, 693–705.
Greenland, S. (2008). Multiple comparisons and association selection in general epidemiology. International Journal of Epidemiology, 37, 430–434.
Guess, D., & Carr, E. G. (1991). Emergence and maintenance of stereotypy and self-injury. American Journal on Mental Retardation, 96, 299–319.
Hattier, M., Matson, J., Belva, B., & Adams, H. (2013). The effects of informant age and education on childhood ASD. Research in Autism Spectrum Disorders, 7, 398–404.
Horovitz, M., Matson, J., Rieske, R., Kozolowski, A., & Sipes, M. (2011). The relationship between race and challenging behaviors in infants and toddlers with autistic disorder and pervasive developmental disorder-not otherwise specified. Developmental Neurorehabilitation, 14, 208–214.
Hus, V., & Lord, C. (2014). The Autism Diagnostic Observation Schedule, Module 4: Revised algorithm and standardized severity scores. Journal of Autism and Developmental Disorders, 44, 1996–2012.
Ianuzzi, D., Cheng, E., Broder-fingert, S., & Bauman, M. (2015). Emergency department utilization by individuals with autism. Journal of Autism and Developmental Disorders, 45, 1096–1102.
Irvin, D., McBee, M., Boyd, B., Hume, K., & Odom, S. (2012). Child and family factors associated with the use of services for preschoolers with autism spectrum disorders. Research in Autism Spectrum Disorders, 6, 565–572.
Isaksen, J., Bryn, V., Diseth, T., Heiberg, A., Schjolberg, S., et al. (2013). Children with autism spectrum disorders—The importance of medical investigations. European Journal of Paediatric Neurology, 17, 68–76.
Janssen, K., Donders, A. R., Harrell, F., Vergouwe, Y., Chen, Q., et al. (2010). Missing covariate data in medical research: To impute is better than ignore. Journal of Clinical Epidemiology, 63, 721–727.
Kalb, L. G., Stuart, E., Freedman, B., Zablotsky, B., & Vasa, R. (2012). Psychiatric-related emergency department visits among children with an autism spectrum disorder. Pediatric Emergency Care, 28, 1269–1275.
Kalkbrenner, A., Braun, J., Durkin, M., Maenner, M., Cunniff, C., et al. (2012). Maternal smoking during pregnancy and the prevalence of autism spectrum disorders, using data from the Autism and Developmental Disabilities Monitoring Network. Environmental Health Perspectives, 120, 1042–1048.
Kanne, S. M., & Mazurek, M. (2011). Aggression in children and adolescents with ASD: Prevalence and risk factors. Journal of Autism and Developmental Disorders, 41, 926–937.
Kanne, S. M., Mazurek, M., Sikora, D., Bellando, J., Branum-Martin, L., et al. (2014). The Autism Impact Measure: Initial development of a new tool for treatment outcome measurement. Journal of Autism and Developmental Disorders, 44, 168–179.
Kozlowski, A., Matson, J., & Rieske, R. (2012). Gender effects on challenging behaviors in children with autism spectrum disorders. Research in Autism Spectrum Disorders, 6, 958–964.
Kuhlthau, K., Orlich, F., Hall, T., Sikora, D., Kovacs, E., et al. (2010). Health-related quality of life in children with autism spectrum disorders: Results from the Autism Treatment Network. Journal of Autism and Developmental Disorders, 40, 721–729.
Kurtz, P., Chin, M., Huete, J., & Cataldo, M. (2012). Identification of emerging of self-injurious behaviors in young children: A preliminary study. Journal of Mental Health Research in Intellectual Disabilities, 1, 260–285.
Kurtz, P., Chin, M., Huete, J., Tarbox, R., O’Connor, J., et al. (2003). Functional analysis and treatment of self-injurious behaviors in young children: A Summary of 30 cases. Journal of Applied Behavior Analysis, 36, 205–219.
Lajonchere, C., Jones, N., Coury, D., & Perrin, J. M. (2012). Leadership in health care, research, quality improvement for children and adolescents with autism spectrum disorders: The Autism Treatment Network and Autism Intervention. Pediatrics, 130, 1–9.
Lance, E., York, J., Lee, L. C., & Zimmerman, A. W. (2014). Association between regression and self-injurious behaviors among children with ASD. Research in Developmental Disabilities, 35, 408–413.
Langkamp, D., Lehman, A., & Lemeshow, S. (2010). Techniques for handling missing data in secondary analyses of large surveys. Academic Pediatrics, 10, 205–210.
Lee, K., & Carlin, J. (2010). Multiple imputation for missing data: Fully conditional specification versus multivariate normal imputation. American Journal of Epidemiology, 171, 624–632.
Liptak, G., Benzoni, L., Mruzek, D., Nolan, K., Thingvoll, M., et al. (2008). Disparities in diagnosis and access to health services for children with autism: Data from the National Survey of Children’s Health. Journal of Developmental and Behavioral Pediatrics, 29, 152–160.
Lord, C., Risi, S., Lambrecht, L., Cook, E. H., Leventhal, B. L., et al. (2000a). “The Autism Diagnostic Observation Schedule-Generic: A standard measure of social and communication deficits associated with the spectrum of autism”. Journal of Autism and Developmental Disorders, 30, 205–223.
MacLean, W. E. Jr., & Symons, F. (2002). Self-injury behaviors in infancy and young childhood. Infants and Young Children, 14, 31–41.
Maenner, M., Arneson, C., Levy, S., Kirby, R., Nicholas, J., et al. (2012). Brief report: Association between behavioral features and gastrointestinal problems among children with autism spectrum disorder. Journal of Autism and Developmental Disorders, 42, 1520–1525.
Malow, B. A., Adkins, K. W., Reynolds, A., Weiss, S.K., Loh, A., Fawkes, D., Katz, T., et al. (2014). Parent-based sleep education for children with autism spectrum disorders. Journal Autism and Developmental Disorders, 44, 216–228.
Mandell, D. (2008). Psychiatric hospitalization among children with autism spectrum disorders. Journal of Autism and Developmental Disorders, 38, 1059–1065.
Matson, J., Cooper, C., Malone, C., & Moskow, S. (2008). The relationship of self-injurious behaviors and other maladaptive behaviors among individuals with severe and profound intellectual disabilities. Research in Developmental Disabilities, 29, 141–148.
McGrew, S., Malow, B., Henderson, L., Wang, L., Song, Y., et al. (2007). Developmental and behavioral questionnaire for autism spectrum disorders. Pediatric Neurology, 37, 108–116.
Minshawi, N., Hurtwitz, S., Morriss, D., & McDougle, C. (2014b). Multidisciplinary assessment and treatment of self-injurious behaviors in autism spectrum disorders and intellectual disability: Integration of psychological and biological theory and approach. Journal of Autism and Developmental Disorders, 45, 1541–1568.
Minshawi, N., Hurwitz, S., Fodstad, J., Biebl, S., Morris, D., et al. (2014a). The association between self-injurious behaviors and autism spectrum disorders. Psychology Research and Behavior Management, 7, 125–136.
Mullen, E. (1995). Mullen scales of early learning. Circle Pines, MN: American Guidance Service Inc.
Murphy, O., Healy, O., & Leader, G. (2009). Risk factors for challenging behaviors among 157 children with autism spectrum disorders in Ireland. Research in Autism Spectrum Disorders, 3, 474–482.
Nikolov, R., Bearss, K., Lettinga, J., Erickson, C., Rodowski, M., et al. (2009). Gastrointestinal symptoms in a sample of children with pervasive developmental disorders. Journal of Autism and Developmental Disorders, 39, 405–413.
Perrin, J. M., Coury, D. M., Jones, N., & Lajonchere, C. (2012). The Autism Treatment Network and Autism Intervention Research Network on physical health: Future directions. Pediatrics, 130, 198–201.
Prizant, B. M., & Laurent, A. (2011). Behavior is not the issue: An emotional regulation perspective on problem behavior-Part one of part-two article. Autism Spectrum Quarterly, 1, 29–30.
Quek, L. H., Sofronoff, K., Sheffield, J., White, A., & Kelly, A. (2012). Co-occurring anger in young people with Asperger’s syndrome. Journal of Clinical Psychology, 68, 1142–1148.
Rao, P., & Landa, R. (2014). Association between severity of behavioral phenotype comorbid attention deficit hyperactivity disorder symptoms in children with autism spectrum disorder. Autism: The International Journal of Research and Practice, 18, 272–280.
Rattaz, C., Michelon, C., & Baghdadli, A. (2015). Symptom severity as a risk factor for self-injurious behaviours in adolescents with autism spectrum disorders. Journal of Intellectual Disability Research, 59, 730–740.
Rice, C., Baio, J., Van Naarden Braun, K., Doernberg, N., Meaney, J., et al. (2007). A public health collaboration for the surveillance of autism spectrum disorders. Pediatric and Perinatal Epidemiology, 21, 179–190.
Richman, D. (2008). Early intervention and prevention of self-injurious behaviours exhibited by young children with developmental disabilities. Journal of Intellectual Disability Research, 52, 3–17.
Roid, G. (2003). Stanford-binet intelligence scales (5th edn.). Itasca, IL: Riverside Publishing.
Rubin, D. B. (1987). Multiple imputation for nonresponse in surveys. J. New York: Wiley and Sons.
Schreck, K. A., Mulick, J. A., & Smith, A. F. (2004). Sleep problems as possible predictors of intensified symptoms of autism. Research in Developmental Disabilities, 25, 57–66.
Schroeder, S., Marquis, J. G., Reese, R. M., Richman, D., Mayo-Ortega, L., et al. (2014). Risk factors for self-injurious, aggression, stereotyped behavior among young children at risk for intellectual and developmental disabilities. American Journal on Intellectual and Developmental Disabilities, 119, 351–370.
Sell, N. K., Giarelli, E., Blum, N., Hanlon, A., & Levy, S. (2012). A comparison of Autism Spectrum Disorder DSM-IV criteria and associated features among African American and White children in Philadelphia County. Disability and Health Journal, 5, 9–17.
Sikora, D. M., Johnson, K., Clemons, T., & Katz, T. (2012). The association between sleep problems and daytime behaviors in children of different ages with autism spectrum disorders. Pediatrics, 130, 83–90.
Soke, GN., Rosenberg, SA., Hamman, R., Fingerlin, T., Robinson, C. et al. (2016). Brief report: Prevalence of self-injurious behaviors among children with Autism Spectrum Disorder—A population-based study. Journal of Autism and Developmental Disorders, 46, 3607–3614.
Sparrow, S. S., Cicchetti, D. V., & Balla, D. A. (2005). The Vineland adaptive behavior scales-2 (survey form). Circle Pines, MN: American Guidance Service.
Symons, F., Davis, M., & Thompson, T. (2000). Self-injurious behavior and sleep disturbance in adults with developmental disabilities. Research in Developmental Disabilities, 21, 115–123.
Thomas, P., Zahorodny, W., Peng, B., Soyeon, K., Nisha, J., et al. (2012). The association of autism diagnosis with socioeconomic status. Autism: The International Journal of Research and Practice, 16, 201–213.
Van Buuren, S. (2007). Multiple imputation of discrete and continuous data by Fully Conditional Specification. Statistical Methods in Medical Research, 16, 219–242.
Van Naarden Braun, K., Pettygrove, S., Daniels, J., Miller, L., Nicholas, J., et al. (2007). Evaluation of a methodology for a collaborative multiple source surveillance network for autism spectrum disorders-autism and developmental disabilities monitoring network, 14 sites, United States, 2002. MMWR, 56, 29–40.
Viscidi, E., Johnson, A. L., Spence, S. J., Buka, S. L., Morrow, E. M., et al. (2014). The Association between epilepsy, autistic symptoms and maladaptive behaviors in children with autism spectrum disorder. Autism: The International Journal of Research and Practice, 18, 996–1006.
Weiss, J. (2002). Self-injurious behaviors in autism: A literature review. Journal on Developmental Disabilities, 9, 129–143.
Wiggins, L., Baio, J., Schieve, L., Lee, L. C., Nicholas, J., et al. (2012). Retention of autism spectrum diagnoses by community professionals: Findings from the Autism and Developmental Disabilities Monitoring Network, 2000, 2006. Journal of Developmental and Behavioral Pediatrics, 33, 387–395.
Wiggins, L., Rice, C., & Baio, J. (2009). Developmental regression in children with autism spectrum disorders identified by a population-based surveillance system. Autism: The International Journal of Research and Practice, 13, 357–374.
Yu, S. H., Park, C. H., & Schwalberg, R. H. (2002). Factors associated with smoking cessation among US pregnant women. Maternal and Child Health Journal, 6, 89–97.
Acknowledgements
We acknowledge CDC ADDM project personnel, ADDM projects coordinators, clinician reviewers, abstractors, data managers, and ADDM investigators at each site who contributed to the ADDM surveillance project and data collection. We acknowledge AS-ATN project coordinators and all families who provided data into the AS-ATN registry. This Network activity was supported by Autism Speaks and cooperative agreement UA3 MC11054 through the U.S. Department of Health and Human Services, Health Resources and Services Administration, Maternal and Child Health Research Program to the Massachusetts General Hospital. This work was conducted through the Autism Speaks-Autism Treatment Network.
Author contributions
Dr. Gnakub N. Soke conceptualized and drafted the original proposal of the study, carried out the analyses, drafted the original manuscript, revised the manuscript, and approved the submission of the final manuscript; Drs. Steven A. Rosenberg, Richard F. Hamman supervised the initial manuscript, reviewed and revised the manuscript and approved the submission of the final manuscript; Drs. Cordelia Robinson and Ann Reynolds supervised the initial manuscript, contributed to data acquisition, reviewed and revised the manuscript and approved the submission of the final manuscript; Drs. Tasha Fingerlin and Carolyn DiGuiseppi supervised the initial manuscript, supervised the analyses, reviewed and revised the manuscript and approved the submission of the final manuscript; Drs. Maureen S. Durkin and Lisa Wiggins played prominent roles in reviewing and revising the manuscript and approved the submission of the final version; Drs. Laura Carpenter, Ellen Giarelli, and Li-Ching Lee reviewed and revised the manuscript and approved the submission of the final version provided feed-back on.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
All procedures performed in studies involving human participants were in accordance with ethical standards of the institutional and /or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. This study is a secondary data analysis of unidentified data previously collected in a surveillance system. Therefore, formal consent is not required.
Additional information
The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the Centers for Disease Control and Prevention. The views expressed in this publication do not necessarily reflect the views of Autism Speaks, Inc.
Electronic Supplementary Material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Soke, G., Rosenberg, S., Hamman, R. et al. Factors Associated with Self-Injurious Behaviors in Children with Autism Spectrum Disorder: Findings from Two Large National Samples. J Autism Dev Disord 47, 285–296 (2017). https://doi.org/10.1007/s10803-016-2951-x
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10803-016-2951-x