Abstract
Increasingly researchers are attempting to develop robotic technologies for children with autism spectrum disorder (ASD). This pilot study investigated the development and application of a novel robotic system capable of dynamic, adaptive, and autonomous interaction during imitation tasks with embedded real-time performance evaluation and feedback. The system was designed to incorporate both a humanoid robot and a human examiner. We compared child performance within system across these conditions in a sample of preschool children with ASD (n = 8) and a control sample of typically developing children (n = 8). The system was well-tolerated in the sample, children with ASD exhibited greater attention to the robotic system than the human administrator, and for children with ASD imitation performance appeared superior during the robotic interaction.
References
Aldebaran Robotics. (2014). http://www.aldebaran-robotics.com/en/.
Amendah, D., Grosse, S. D., Peacock, G., & Mandell, D. S. (2011). Economic costs of autism: A review. In D. Amaral, D. Geschwind, & G. Dawson (Eds.), Autism spectrum disorders (pp. 1347–1360). New York, NY: Oxford University Press.
American Psychiatric Associate (APA). (2000). Diagnostic and statistical manual of mental disorders—fourth edition. Washington, DC.
Annaz, D., Campbell, R., Coleman, M., Milne, E., & Sweetenham, J. (2012). Young children with autism spectrum disorder do not preferentially attend to biological motion. Journal of Autism and Developmental Disorders, 42, 401–408.
Bekele, E., Lahiri, U., Swanson, A., Davidson, J., Warren, Z. E., & Sarkar, N. (2012). A step towards developing adaptive robot-mediated intervention architecture (ARIA) for children with autism. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 21(2), 289–299.
Centers for Disease Control and Prevention. (2014). MMWR weekly: Prevalence of autism spectrum disorders. Autism and developmental disabilities monitoring network. Retrieved May 4, 2014. http://www.cdc.gov/mmwr/preview/mmwrhtml/ss6103a1.htm.
Constantino, J., & Gruber, C. (2002). The Social Responsiveness Scale. Los Angeles: Western Psychological Services, 2002.
Diehl, J., Schmitt, L., Villano, M., & Crowell, C. (2012). The clinical use of robots for individuals with autism spectrum disorders: A critical review. Research in Autism Spectrum Disorders, 6(1), 249–262.
Falck-Ytter, T., Bölte, S., & Gredebäck, G. (2013). Eye tracking in early autism research. Journal of Neurodevelopmental Disorders, 5(1), 28. doi:10.1186/1866-1955-5-28.
Feil-Seifer, D., & Matarić, M. (2011). Automated detection and classification of positive vs. negative robot interactions with children with autism using distance-based features. In Proceedings of the 6th international conference on human–robot interaction (pp. 323–330). New York, NY: ACM Press.
Ingersoll, B. (2012). Effect of a focused imitation intervention on social functioning in children with autism. Journal of Autism and Developmental Disorders, 42, 1768–1773.
Lord, C., Rutter, M., DiLavore, P. C., Risi, S., Gotham, K., & Bishop, S. (2012). Autism diagnostic observation schedule, second edition (ADOS-2). Torrance, CA: Western Psychological Services.
Mullen, E. M. (1995). Mullen scales of early learning. Circle Pines, MN: American Guidance Services Inc.
Rutter, M., Bailey, A., & Lord, C. (2010). The Social Communication Questionnaire. Los Angeles, CA: Western Psychological Services.
Scassellati, B., Admoni, H., & Mataric, M. (2012). Robots for use in autism research. Annual Review of Biomedical Engineering, 14, 275–294.
Warren, Z. E., Zheng, Z., Swanson, A., Bekele, E., Zhang, L., Crittendon, J., …, & Sarkar, N. (2013). Can robotic interaction improve joint attention skills? Journal of Autism and Developmental Disorders. doi:10.1007/s10803-013-1918-4
Yoder, P. J., & McDuffie, A. S. (2006). Treatment of responding to and initiating joint attention. In T. Charman & W. Stone (Eds.), Social and communication development in autism spectrum disorders: Early identification, diagnosis, and intervention (pp. 88–114). New York, NY: Guilford.
Zheng, Z., Das, S., Young, E., Swanson, A., Warren, Z. E., & Sarkar, N. (2014). Autonomous robot-mediated imitation learning for children with autism. In Proceedings of IEEE international conference on robotics and automation (ICRA 2014), June 5, 2014. Hong Kong, China. doi:10.1109/ICRA.2014.6907247
Acknowledgments
This study was supported by in part by a Grant from the Vanderbilt Kennedy Center (Hobbs Grant), a Vanderbilt University Innovation and Discovery in Engineering and Science (IDEAS) Grant, the National Science Foundation under Grants 0967170 and 1264462, and the National Institute of Health under Grants 1R01MH091102-01A1 and R21 MH103518. Work also includes core support from NICHD (P30HD15052) and NCATS (UL1TR000445-06). The authors would also express great appreciation to the participants and their families for assisting in this research.
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Warren, Z., Zheng, Z., Das, S. et al. Brief Report: Development of a Robotic Intervention Platform for Young Children with ASD. J Autism Dev Disord 45, 3870–3876 (2015). https://doi.org/10.1007/s10803-014-2334-0
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DOI: https://doi.org/10.1007/s10803-014-2334-0