Skip to main content
Log in

Using Wearable Biosensor Technology in Behavioral Assessment for Individuals with Autism Spectrum Disorders and Intellectual Disabilities Who Experience Anxiety

  • ORIGINAL PAPER
  • Published:
Advances in Neurodevelopmental Disorders Aims and scope Submit manuscript

Abstract

Objectives

The purpose of this paper is to describe a behavioral assessment process that involved the use of interviews, direct observation, and wearable physiological biosensor technology to measure stress-related behaviors and responses of five young adults with autism spectrum disorders (ASD) and intellectual disabilities (ID) in a community-based transition program.

Methods

The research team conducted a pre-assessment/screening phase using direct observation and wearable biomarker technology (i.e., Spire Stone) to identify potential environmental conditions and/or activities associated with tension or stress during daily routines of students nominated for participation. Information from the screening phase was then used to conduct further targeted assessments for participants who demonstrated higher levels of anxiety/stress.

Results

Results of the pre-assessment/screening phase indicated that only two of five participants demonstrated anxiety-related behaviors and/or internal physiological stress responses as measured by wearable biomarker technology. The research team then conducted targeted observations of the two participants who demonstrated increased tension and/or stress responses under specific environmental conditions. The second phase of the assessment process identified bus riding during community-based instruction as anxiety producing for one participant and transfers to and from a positioning table for the other participant.

Conclusions

Wearable physiological biomarker technology can be a useful and complementary tool when conducting behavioral assessments, particularly for individuals with limited verbal repertoires. Information obtained from these devices can assist in identifying internal tension, and/or anxiety-related responses and identify environmental conditions that may elicit those responses. This information can then be used to inform and develop interventions.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Bakken, T. L., Helverschou, S. B., Eilertsen, D. E., Heggelund, T., Myrbakk, E., & Martinsen, H. (2010). Psychiatric disorders in adolescents and adults with autism and intellectual disability: a representative study in one county in Norway. Research in Developmental Disabilities, 31(6), 1669–1677. https://doi.org/10.1016/j.ridd.2010.04.009.

    Article  PubMed  Google Scholar 

  • Bellini, S. (2006). The development of social anxiety in adolescents with autism spectrum disorders. Focus on Autism and Other Developmental Disabilities, 21(3), 138–145. https://doi.org/10.1177/10883576060210030201.

    Article  Google Scholar 

  • Ben-Sasson, A., Cermak, S. A., Orsmond, G. I., Tager-Flusberg, H., Kadlec, M. B., & Carter, A. S. (2008). Sensory clusters of toddlers with autism spectrum disorders: differences in affective symptoms. Journal of Child Psychology and Psychiatry, 49(8), 817–817. https://doi.org/10.1111/j.1469-7610.2008.01899.x.

    Article  PubMed  Google Scholar 

  • Choi, J., & Gutierrez-Osuna, R. (2009). Using heart rate monitors to detect mental stress (pp. 219–223). Body Sensor Networks: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/bsn.2009.13.

    Book  Google Scholar 

  • Chok, J. T., Demanche, J., Kennedy, A., & Studer, L. (2010). Utilizing physiological measures to facilitate phobia treatment with individuals with autism and intellectual disability: a case study. Behavioral Interventions, 25(4), 325–337. https://doi.org/10.1002/bin.312.

    Article  Google Scholar 

  • Davis III, T. E., Hess, J. A., Moree, B. N., Fodstad, J. C., Dempsey, T., Jenkins, W. S., et al. (2011). Anxiety symptoms across the lifespan in people diagnosed with autistic disorder. Research in Autism Spectrum Disorders, 5(1), 112–118. https://doi.org/10.1016/j.rasd.2010.02.006.

    Article  Google Scholar 

  • Gotham, K., Brunwasser, S. M., & Lord, C. (2015). Depressive and anxiety symptom trajectories from school age through young adulthood in samples with autism spectrum disorder and developmental delay. Journal of the American Academy of Child & Adolescent Psychiatry, 54(5), 369–376. https://doi.org/10.1016/j.jaac.2015.02.005.

    Article  Google Scholar 

  • Hagopian, L. P., & Jennett, H. K. (2008). Behavioral assessment and treatment of anxiety in individuals with intellectual disabilities and autism. Journal of Developmental and Physical Disabilities, 20(5), 467–483. https://doi.org/10.1007/s10882-008-9114-8.

    Article  Google Scholar 

  • Hagopian, L. P., & Jennett, H. K. (2014). Behavioral assessment and treatment of anxiety for those with autism spectrum disorder. In T. Davis III & T. Ollendick (Eds.), Handbook of autism and anxiety (pp. 155–169). Cham: Springer. https://doi.org/10.1007/978-3-319-06796-4_11.

  • Hanley, G. P., Iwata, B. A., & McCord, B. E. (2003). Functional analysis of problem behavior: a review. Journal of Applied Behavior Analysis, 36(2), 147–185. https://doi.org/10.1901/jaba.2003.36-147.

    Article  PubMed  PubMed Central  Google Scholar 

  • Hare, D. J., Gracey, C., & Wood, C. (2016). Anxiety in high-functioning autism: a pilot study of experience sampling using a mobile platform. Autism, 20(6), 730–743. https://doi.org/10.1177/1362361315604817.

    Article  PubMed  Google Scholar 

  • Hofmann, S. G., Sawyer, A. T., Witt, A. A., & Oh, D. (2010). The effect of mindfulness-based therapy on anxiety and depression: a meta-analytic review. Journal of Consulting and Clinical Psychology, 78(2), 169–183. https://doi.org/10.1037/a0018555.

    Article  PubMed  PubMed Central  Google Scholar 

  • Holt, M., Yule, B., Jackson, D., Zhu, M., & Moraveji, N. (2018). Ambulatory monitoring of respiratory effort using a clothing-adhered biosensor. In 2018 IEEE International Symposium on Medical Measurements and Applications (MeMeA) (pp. 1–6).

  • Iwata, B. A., DeLeon, I. G., & Roscoe, E. M. (2013). Reliability and validity of the functional analysis screening tool. Journal of Applied Behavior Analysis, 46(1), 271–284. https://doi.org/10.1002/jaba.31.

    Article  PubMed  Google Scholar 

  • Kerns, C. M., Kendall, P. C., Zickgraf, H., Franklin, M. E., Miller, J., & Herrington, J. (2015). Not to be overshadowed or overlooked: functional impairments associated with comorbid anxiety disorders in youth with ASD. Behavior Therapy, 46(1), 29–39. https://doi.org/10.1016/j.beth.2014.03.005.

    Article  PubMed  Google Scholar 

  • Kerns, C. M., Rump, K., Worley, J., Kratz, H., McVey, A., Herrington, J., & Miller, J. (2016). The differential diagnosis of anxiety disorders in cognitively-able youth with autism. Cognitive and Behavioral Practice, 23(4), 530–547. https://doi.org/10.1016/j.cbpra.2015.11.004.

    Article  Google Scholar 

  • Kessler, R. C., Berglund, P., Demler, O., Jin, R., Merikangas, K., & Walters, E. (2005). Lifetime prevalence and age-of-onset distributions of DSM-IV disorders in the national comorbidity survey replication. Archives of General Psychiatry, 62(6), 593–602. https://doi.org/10.1001/archpsyc.62.6.593.

    Article  PubMed  Google Scholar 

  • Kuusikko-Gauffin, S., Pollock-Wurman, R. A., Jussila, K., Carter, A. S., Mattila, M. L., Ebeling, H., Pauls, D. L., & Moilanen, I. (2008). Social anxiety in high-functioning children and adolescents with autism and Asgerger syndrome. Journal of Autism and Developmental Disorders, 38(9), 1697–1709. https://doi.org/10.1007/s10803-008-0555-9.

    Article  Google Scholar 

  • Lakudzode, S., & Rajbhoj, S. M. (2016). Review on human stress monitoring system using wearable sensors. International Research Journal of Engineering and Technology, 3(4), 735–738.

    Google Scholar 

  • Leyfer, O. T., Folstein, S. E., Bacalman, S., Davis, N. O., Dinh, E., Morgan, J., Tager-Flusberg, H., & Lainhart, J. E. (2006). Comorbid psychiatric disorders in children with autism: Interview development and rates of disorders. Journal of Autism and Developmental Disorders, 36(7), 849–861. https://doi.org/10.1007/s10803-006-0123-0.

    Article  PubMed  Google Scholar 

  • Moskowitz, L. J., Mulder, E., Walsh, C. E., Magito McLaughlin, D., Zarcone, J. R., Hajcak Proudfit, G., & Carr, E. G. (2013). A multimethod assessment of anxiety and problem behavior in children with autism spectrum disorders and intellectual disability. American Journal on Intellectual and Developmental Disabilities, 118(6), 419–434. https://doi.org/10.1352/1944.7558.118.6.419.

    Article  PubMed  Google Scholar 

  • Moskowitz, L. J., Rosen, T., Lerner, M. D., & Levine, K. (2017). Assessment of anxiety in youth with autism spectrum disorder. In C. Kerns, E. Storch, P. Kendall, J. J. Wood, & P. Renno (Eds.), Evidence based assessment and treatment of anxiety in children and adolescents with autism spectrum disorder. Amsterdam: Elsevier. https://doi.org/10.1016/B978-0-12-805122-1.00005-3.

    Chapter  Google Scholar 

  • Moskowitz, L. J., Walsh, C. E., Mulder, E., Magito McLaughlin, D., Hajcak, G., Carr, E. G., & Zarcone, J. R. (2017). Intervention for anxiety and problem behavior in children with autism spectrum disorder and intellectual disability. Journal of Autism and Developmental Disorders, 47, 3930–3948. https://doi.org/10.1007/s10803-017-3070-z.

    Article  PubMed  Google Scholar 

  • O’Neill, R. E., Horner, R. H., Albin, R. W., Storey, K., & Sprague, J. R. (2014). Functional analysis of problem behavior: a practical handbook. Stanford: Cengage.

    Google Scholar 

  • Rosen, T. E., & Lerner, M. D. (2017). Error-related brain activity and anxiety symptoms in youth with autism spectrum disorder. Autism Research, 11(2), 342–354. https://doi.org/10.1002/aur.1898.

    Article  PubMed  Google Scholar 

  • Simonoff, E., Pickles, A., Charman, T., Chandler, S., Loucas, T., & Baird, G. (2008). Psychiatric disorders in children with autism spectrum disorders: prevalence, comorbidity, and associated factors in a population-derived sample. Journal of the American Academy of Child and Adolescent Psychiatry, 47(8), 921–929. https://doi.org/10.1097/CHI.0b013e318179964f.

    Article  PubMed  Google Scholar 

  • Singh, N., Lancioni, G. E., Manikam, R., Winton, A. S. W., Singh, A. N. A., Singh, J., & Singh, A. D. A. (2011). A mindfulness-based strategy for self-management of aggressive behavior in adolescents with autism. Research in Autism Spectrum Disorders, 5(3), 1153–1158. https://doi.org/10.1016/j.rasd.2010.12.012.

    Article  Google Scholar 

  • Smith, E. N., Santoro, E., Moraveji, N., Susi, M., & Crum, A. J. (2020). Integrating wearables in stress management interventions: promising evidence from a randomized trial. International Journal of Stress Management, 27(2), 172–182. https://doi.org/10.1037/str0000137.

    Article  Google Scholar 

  • van Steensel, F. J. A., Bogels, S. M., & Perrin, S. (2011). Anxiety disorders in children and adolescents with autistic spectrum disorders: A meta-analysis. Clinical Child and Family Psycholov Review, 14(3), 302–317. https://doi.org/10.1007/s10567-011-0097-0.

    Article  Google Scholar 

  • van Steensel, F. J. A., & Heeman, E. J. (2017). Anxiety levels in children with autism spectrum disorder: a meta-analysis. Journal of Child and Family Studies, 26, 1753–7967. https://doi.org/10.1007/s10826-017-0687-7.

  • White, S. W., Oswald, D., Ollendick, T., & Scahill, L. (2009). Anxiety in children and adolescents with autism spectrum disorders. Clinical Psychology Review, 29(3), 216–229. https://doi.org/10.1016/j.cpr.2009.01.003.

    Article  PubMed  PubMed Central  Google Scholar 

  • Zandt, F., Prior, M., & Kyrios, M. (2007). Repetitive behavior in children with high functioning autism and obsessive-compulsive disorder. Journal of Autism and Developmental Disorders, 37(2), 251–259. https://doi.org/10.1007/s10803-006-0158-2.

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Contributions

TV: Designed and executed the study, collected and analyzed data, and wrote paper. JJ: Assisted in design of study, collected and analyzed data, and wrote parts of paper. NA: Assisted in design of data collection systems, collected data, and wrote parts of paper. LF: Assisted in design of data collection system and collected data. MA: Assisted with functional analysis interviews, identification of participants, intervention development, and device management. MW: Assisted with functional analysis interviews, identification of participants, and intervention development. KM: Assisted with functional analysis interviews and identification of participants. VC: Assisted with data analysis. GW: Assisted with data collection. HK: Assisted with data collection.

Corresponding author

Correspondence to Toni R. Van Laarhoven.

Ethics declarations

Conflict of Interest

The authors declare that they have no conflicts of interest.

Ethics Approval

This study was performed in line with the principles of the Declaration of Helsinki. Approval was granted by the Institutional Review Board at Northern Illinois University, USA.

Consent to Participate

Informed consent was obtained from legal guardians.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Van Laarhoven, T.R., Johnson, J.W., Andzik, N.R. et al. Using Wearable Biosensor Technology in Behavioral Assessment for Individuals with Autism Spectrum Disorders and Intellectual Disabilities Who Experience Anxiety. Adv Neurodev Disord 5, 156–169 (2021). https://doi.org/10.1007/s41252-020-00191-6

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s41252-020-00191-6

Keywords

Navigation