Socially assistive robots: current status and future prospects for autism interventions

References

• Ferrari E, Robins B, Dautenhahn K. Therapeutic and educational objectives in robot assisted play for children with autism. Paper presented at the 18th IEEE International Workshop on Robot and Human Interactive Communication – RO-MAN 2009; 2009; Toyama, Japan.
   Google Scholar
• Barakova E, Lourens T, José Manuel Ferrández Vicente, José Ramón Álvarez Sánchez, Félix de la Paz López, Fco. Javier Toledo Moreo, editors. Interplay between natural and artificial intelligence in training autistic children with robots. In: Natural and Artificial Models in Computation and Biology. Heidelberg, Berlin: Springer-Verlag; 2013:161–170.
   Google Scholar
• Cabibihan J-J, Javed H, Ang M Jr, Aljunied SM. Why robots? A survey on the roles and benefits of social robots in the therapy of children with autism. Int J Soc Robot. 2013;5(4):593–618.
   Web of Science ®Google Scholar
• Feil-Seifer D, Matarić M. . Defining socially assistive robotics. In: Proceedings of the International Conference on Rehabilitation Robotics; June, 2005; Chicago, IL; 465–468.
   Google Scholar
• Goldsmith TR, LeBlanc LA. Use of technology in interventions for children with autism. JEIBI. 2004;1(2):166.
   Google Scholar
• Reed FDD, Hyman SR, Hirst JM. Applications of technology to teach social skills to children with autism. Res Autism Spectr Disord. 2011;5(3):1003–1010.
   Web of Science ®Google Scholar
• Grynszpan O, Weiss PL, Perez-Diaz F, Gal E. Innovative technology-based interventions for autism spectrum disorders: a meta-analysis. Autism. 2014;18(4):346–361.
   PubMed Web of Science ®Google Scholar
• Dickstein-Fischer L, Alexander E, Xiaoan Y, Hao S, Harrington K, Fischer GS. An affordable compact humanoid robot for autism spectrum disorder interventions in children. Poster presented at: The 33rd Annual International Conference of the IEEE EMBS; August, 2011; Boston, USA.
   Google Scholar
• Scassellati B, Admoni H, Matarić, M. Robots for use in autism research. Annu Rev Biomed Eng. 2012;14:275–294.
   PubMed Web of Science ®Google Scholar
• Begum M, Serna RW, Yanco HA. Are robots ready to deliver autism interventions? A comprehensive review. Int J Soc Robot. 2016;8(2):157–181.
   Web of Science ®Google Scholar
• Robins B, Dautenhahn K, Dubowski J. Does appearance matter in the interaction of children with autism with a humanoid robot? Interact Stud. 2006;7(3):509–542.
   Web of Science ®Google Scholar
• Scassellati B. How social robots will help us to diagnose, treat, and understand autism. In: Siciliano B, Khatib O, Groen F, editors, Springer Tracts in Advanced Robotics: Robotics Research, Berlin: Springer; 2007:552–563.
   Google Scholar
• Robins B, Otero N, Ferrari E, Dautenhahn K. Eliciting requirements for a robotic toy for children with autism – results from user panels. Poster presented at: The 16th IEEE International Symposium on Robot and Human Interactive Communication – RO-MAN 2007; August, 2007; Jeju Island, Korea.
   Google Scholar
• Ricks DJ, Colton MB. Trends and considerations in robot-assisted autism therapy. Poster presented at: The 2010 IEEE International Conference on Robotics and Automation (ICRA), May, 2010; Anchorage, AK.
   Google Scholar
• Diehl JJ, Schmitt LM, Villano M, Crowell CR. The clinical use of robots for individuals with autism spectrum disorders: a critical review. Res Autism Spectr Disord. 2012;6(1):249–262.
   PubMed Web of Science ®Google Scholar
• Center for Disease Control and Prevention (CDC). Prevalence of Autism Spectrum Disorder Among Children Aged 8 Years — Autism and Developmental Disabilities Monitoring Network, 11 Sites, United States, 2010. MMWR. Morbidity and Mortality Weekly Reports. 2014;63(2):1–21. Available from: https://www.cdc.gov/mmwr/preview/mmwrhtml/ss6302a1.htm. Accessed March 17, 2018.
   Google Scholar
• American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders. 5th ed. Washington, DC: American Psychiatric Association; 2013.
   Google Scholar
• Fombonne E. Epidemiology of pervasive developmentaldisorders. Pediatr Res. 2009;65:591–598.
   PubMed Web of Science ®Google Scholar
• Skuse DH. Imprinting the X chromosome, and the male brain: explaining sex differences in the liability to autism. Pediatr Res. 2000;47(1):9–16.
   Web of Science ®Google Scholar
• Jacquemont S, Coe BP, Hersch M, et al. A higher mutational burden in females supports a “Female Protective Model” in neurodevelopmental disorders. Am J Hum Genet. 2014;94(3):415–425.
   PubMed Web of Science ®Google Scholar
• Werling DM, Geschwind DH. Sex differences in autism spectrum disorders. Curr Opin Neurol. 2013;26(2):146–153.
   PubMed Web of Science ®Google Scholar
• Dawson M, Gernsbacher MA. Effectiveness of intensive autism programmes. Lancet. 2010;375(9716):722.
   PubMed Web of Science ®Google Scholar
• Wheeler JJ, Mayton MR, Carter SL. Methods for Teaching Students with Autism Spectrum Disorders: evidence-Based Practices. Pearson. 2014.
   Google Scholar
• DeMyer MK, Hingtgen JN, Jackson RK. Infantile autism reviewed: a decade of research. Schizophr Bull. 1981;7(3):388–451.
   PubMed Web of Science ®Google Scholar
• Kasari C, Lawton K. New directions in behavioral treatment of autism spectrum disorders. Curr Opin Neurol. 2010;23(2):137–143.
   Web of Science ®Google Scholar
• Weitlauf AS, McPheeters ML, Peters B, et al. Therapies for Children with Autism Spectrum Disorder: Behavioral Interventions Update. Rockville, MD: US Department of Health and Human Services; 2014.
   Google Scholar
• Baer DM, Wolf MM, Risley TR. Some current dimensions of applied behavior analysis. J Appl Behav Anal. 1968;1(1):91–97.
   PubMed Web of Science ®Google Scholar
• Baer DM, Wolf MM, Risley TR. Some still-current dimensions of applied behavior analysis. J Appl Behav Anal. 1987;20:313–327.
   PubMed Web of Science ®Google Scholar
• Buescher AVS, Cidav Z, Knapp M, Mandell DS. Costs of autism spectrum disorders in the united kingdom and the united states. JAMA Pediatrics. 2014;168(8):721–728.
   PubMed Web of Science ®Google Scholar
• Chasson GS, Harris GE, Neely WJ. Cost comparison of early intensive behavioral intervention and special education for children with autism. J Child Fam Stud. 2007;16(3):401–413.
   Google Scholar
• Zane T, Davis C, Rosswurm M. The cost of fad treatments in autism. J Early Intensive Behav Interv. 2008;5(2):44–51.
   Google Scholar
• Special Learning, Inc. Funding Overview. 2011. Avaiable from: https://www.special-learning.com/article/funding_overview. Accessed March 17, 2018.
   Google Scholar
• Hastings RP, Symes MD. Early intensive behavioral intervention for children with autism: parental therapeutic self-efficacy. Res Dev Disabil. 2002;23(5):332–341.
   Web of Science ®Google Scholar
• Jennett HK, Harris SL, Mesibov GB. Commitment to philosophy, teacher efficacy, and burnout among teachers of children with autism. J Autism Dev Disord. 2003;33(6):583–593.
   PubMed Web of Science ®Google Scholar
• Gibson JA, Grey IM, Hastings RP. Supervisor support as a predictor of burnout and therapeutic self-efficacy in therapists working in ABA schools. J Autism Dev Disord. 2009;39(7):1024–1030.
   PubMed Web of Science ®Google Scholar
• LeBlanc LA, Gravina N, Carr JE. . Training issues unique to autism spectrum disorders. In: Maston JL. editor, Applied Behavior Analysis for Children with Autism Spectrum Disorders. New York, NY: Springer Science+Business Media, LLC; 2009:225–235.
   Google Scholar
• Grindle CF, Kovshoff H, Hastings RP, Remington B. Parents’ experiences of home-based applied behavior analysis programs for young children with autism. J Autism Dev Disord. 2009;39(1):42–56.
   PubMed Web of Science ®Google Scholar
• Hurt AA, Grist CL, Malesky LA, McCord DM. Personality traits associated with occupational ‘burnout’ in ABA therapists. J Appl Res Intellect Disabil. 2013;26(4):299–308.
   Web of Science ®Google Scholar
• Kim E, Paul R, Shic F, Scassellati B. Bridging the research gap: making HRI useful to individuals with autism. JHRI. 2012;26–54.
   Google Scholar
• Dautenhahn K, Werry I. Towards interactive robots in autism therapy: background, motivation and challenges. Pragmatics and Cognition. 2004;12(1):1–35.
   Google Scholar
• Moon A. NAO Next Gen now available for a wider audience. 2014. Available from: http://robohub.org/nao-next-gen-now-available- for-the-consumer-market/. Accessed March 17, 2018.
   Google Scholar
• Robotlab. Engage! K12 transforms every class into a stem-class. 2016. Available from: http://www.robotlab.com. Accessed March 17, 2018.
   Google Scholar
• Robots For Autism. (n.d.). About Milo. Available from: https:// robotsforautism.weebly.com/about-milo.html. Accessed March 17, 2018.
   Google Scholar
• Welch KC, Lahiri U, Warren Z, Sarkar N. An approach to the design of socially acceptable robots for children with autism spectrum disorders. Int J Soc Robot. 2010;2(4):391–403.
   Web of Science ®Google Scholar
• Tariq S, Baber S, Ashfaq A, Ayaz Y, Naveed M, Mohsin S. . Interactive therapy approach through collaborative physical play between a socially assistive humanoid robot and children with autism spectrum disorder. In: International Conference on Social Robotics; November, 2016:561–570; Kansas City, MO.
   Google Scholar
• Giullian N, Ricks D, Atherton A, Colton M, Goodrich MA, Brinton B. Detailed requirements for robots in autism therapy. Poster presented at: The IEEE International Conference on Systems, Man and Cybernetics (SMC); October, 2010; Istanbul, Turkey.
   Google Scholar
• Curtis A, Shim J, Gargas E, Srinivasan A, Howard AM. Dance dance Pleo: developing a low-cost learning robotic dance therapy aid. Poster presented at: The Proceedings of the 10th International Conference on Interaction Design and Children; June, 2011; Ann Arbor, Michigan.
   Google Scholar
• Kozima H, Michalowski MP, Nakagawa C. Keepon: a playful robot for research, therapy, and entertainment. Int J Soc Robot. 2009; 1(1):3–18.
   Web of Science ®Google Scholar
• Shibata T, Kawaguchi Y, Wada K. Investigation on people living with seal robot at home: analysis of owners’ gender differences and pet ownership experience. Int J Soc Robot. 2011;4(1):53–63.
   Web of Science ®Google Scholar
• Jentsch E. Zur Psychologie des Unheimlichen. Psychiatrisch-Neurologische Wochenschrift. 1906;8(22):195–198.
   Google Scholar
• Mori M. The uncanny valley. Energy. 1970;7(4):33–35.
   Google Scholar
• Publications – Ask Nao. 2017. Available from: https://asknao.aldebaran.com/publications. Accessed March 17, 2018.
   Google Scholar
• Salvador M, Marsh AS, Gutierrez A, Mahoor MH. . Development of an ABA autism intervention delivered by a humanoid robot. In: International Conference on Social Robotics; November 2016; 551–560; Kansas City, MO.
   Google Scholar
• Skinner BF. Teaching machines: from the experimental study of learning come devices which arrange optimal conditions for self-instruction. Science. 1958;128(3330):969–977.
   PubMed Web of Science ®Google Scholar
• Keller F. Good-bye teacher. J Appl Behav Anal. 1968:1(1):79–89.
   PubMed Web of Science ®Google Scholar
• Pear JJ, Crone-Todd DE. Personalized system of instruction in cyberspace. J Appl Behav Anal. 1999;32(2):205–209. doi:10.1901/jaba.1999.32-205
   Web of Science ®Google Scholar
• Ortega JV, Iwata BA, Nogales-González C, Frades B. Assessment of preference for edible and leisure items in individuals with dementia. J Appl Behav Anal. 2012;45(4):839–844.
   Web of Science ®Google Scholar
• Laraway S, Snycerski S, Michael J, Poling A. Motivating operations and terms to describe them: some further refinements. J Appl Behav Anal. 2003;36(3):407–414.
   PubMed Web of Science ®Google Scholar
• Michael J. Distinguishing between discriminative and motivational functions of stimuli. J Exp Anal Behav. 1982;37(1):149–155.
   PubMed Web of Science ®Google Scholar
• Shogren KA, Faggella-Luby MN, Bae SJ, Wehmeyer ML. The effect of choice-making as an intervention for problem behavior a meta-analysis. J Posit Behav Interv. 2004;6(4):228–237.
   Web of Science ®Google Scholar
• Dautenhahn K. Roles and functions of robots in human society: implications from research in autism therapy. Robotica. 2003;21(04):443–452.
   Google Scholar
• Dickstein-Fischer L, Fischer GS. Combining psychological and engineering approaches to utilizing social robots with children with Autism. Poster presented at: The 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC); August, 2014; Chicago, IL.
   Google Scholar
• Dickstein-Fischer LA, Pereira RH, Gandomi KY, Fathima AT, Fischer GS. . Interactive tracking for robot-assisted autism therapy. In: Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction; March 2017; 107–108; Vienna, Austria.
   Google Scholar
• Corsello CM. Early intervention in autism. Infants and Young Children. 2005;18(2):74–85.
   Web of Science ®Google Scholar
• Pipkin CSP, Vollmer TR, Sloman KN. Effects of treatment integrity failures during differential reinforcement of alternative behavior: a translational model. J Appl Behav Anal. 2010;43(1):47–70.
   PubMed Web of Science ®Google Scholar
• Symes MD, Remington B, Brown T, Hastings RP. Early intensive behavioral intervention for children with autism: therapists’ perspectives on achieving procedural fidelity. Res Dev Disabil. 2006;27(1):30–42.
   PubMed Web of Science ®Google Scholar