Abstract
This sco** review synthesises the current research into robotics technologies for promoting social-emotional learning in children with autism spectrum disorder. It examines the types of robotics technologies employed, their applications, and the gaps in the existing literature. Our sco** review adhered to the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) reporting guidelines. The systematic search of relevant databases allowed us to identify studies that use robotics technologies for fostering social, emotional, and cognitive skills in young children with autism. Our review has revealed that various robots, such as Nao, Kaspar, and Zeno, have been used to support the development of social and emotional skills through imitation games, turn-taking, joint attention, emotional recognition, and conversation. As most of these studies were conducted in clinical settings, there is a need for further research in classroom and community-based environments. Additionally, the literature calls for more high-quality longitudinal studies to assess the long-term effectiveness and sustainability of robot-assisted therapy and to assess adaptive and personalised interventions tailored to individual needs. More emphasis is recommended on professional development for educators, parents, and health professionals to incorporate robotics technologies as evidence-based interventions as a pathway for creating inclusive learning environments for children with autism.
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Albo-Canals, J., Martelo, A. B., Relkin, E., Hannon, D., Heerink, M., Heinemann, M., Leidl, K., & Bers, M. U. (2018). A pilot study of the KIBO robot in children with severe ASD. International Journal of Social Robotics, 10, 371–383.
Anzalone, S. M., Boucenna, S., Ivaldi, S., & Chetouani, M. (2015). Evaluating the engagement with social robots. International Journal of Social Robotics, 7, 465–478. https://doi.org/10.1007/s12369-015-0298-7.
Baldassarri, S., Passerino, L., Ramis, S., Riquelme, I., & Perales, F. J. (2021). Toward emotional interactive videogames for children with autism spectrum disorder. Universal Access in the Information Society, 20, 239–254.
Begum, M., Serna, R. W., & Yanco, H. A. (2016). Are robots ready to deliver autism interventions? A comprehensive review. International Journal of Social Robotics, 8, 157–181.
Bers, M. U. (2022). Beyond coding: How children learn human values through programming. MIT Press.
Bharatharaj, J., Huang, L., Mohan, R. E., Al-Jumaily, A., & Krägeloh, C. (2017). Robot-assisted therapy for learning and social interaction of children with autism spectrum disorder. Robotics, 6(1), 4.
Black, M. H., Milbourn, B., Chen, N. T., McGarry, S., Wali, F., Ho, A. S., & Girdler, S. (2020). The use of wearable technology to measure and support abilities, disabilities and functional skills in autistic youth: A sco** review. Scandinavian Journal of Child and Adolescent Psychiatry and Psychology, 8(1), 48–69.
Cavioni, V., Grazzani, I., & Ornaghi, V. (2017). Social and emotional learning for children with learning disability: Implications for inclusion. International Journal of Emotional Education, 9(2), 100–109.
Costescu, C. A., Vanderborght, B., & David, D. O. (2017). Robot-enhanced CBT for dysfunctional emotions in social situations for children with ASD. Journal of Evidence-Based Psychotherapies, 17(2).
De Korte, M. W., van den Berk-Smeekens, I., van Dongen-Boomsma, M., Oosterling, I. J., Boer, D., Barakova, J. C., Lourens, E. I., Buitelaar, T., Glennon, J. K., J. C., & Staal, W. G. (2020). Self-initiations in young children with autism during pivotal response treatment with and without robot assistance. Autism, 24(8), 2117–2128.
Dechsling, A., Orm, S., Kalandadze, T., Sütterlin, S., Øien, R. A., Shic, F., & Nordahl-Hansen, A. (2021). Virtual and augmented reality in social skills interventions for individuals with autism spectrum disorder: A sco** review. Journal of Autism and Developmental Disorders, 1–16.
Dickstein-Fischer, L. A., Crone-Todd, D. E., Chapman, I. M., Fathima, A. T., & Fischer, G. S. (2018). Socially assistive robots: Current status and future prospects for autism interventions. Innovation and Entrepreneurship in Health, 5, 15–25.
Durlak, J. A., Weissberg, R. P., Dymnicki, A. B., Taylor, R. D., & Schellinger, K. B. (2011). The impact of enhancing students’ social and emotional learning: A meta-analysis of school-based universal interventions. Child Development, 82(1), 405–432. https://doi.org/10.1111/j.1467-8624.2010.01564.x.
Elder, A. M. (2017). Friendship, robots, and social media: False friends and second selves. Routledge.
Fachantidis, N., Syriopoulou-Delli, C. K., Vezyrtzis, I., & Zygopoulou, M. (2020). Beneficial effects of robot-mediated class activities on a child with ASD and his typical classmates. International Journal of Developmental Disabilities, 66(3), 245–253.
Giannopulu, I., & Pradel, G. (2012). From child–robot interaction to child–robot therapist interaction: A case study in autism. Applied Bionics and Biomechanics, 9(2), 173–179.
Giannopulu, I., Terada, K., & Watanabe, T. (2018). Emotional empathy as a mechanism of synchronisation in child–robot interaction. Frontiers in Psychology, 9, 1852.
Greenberg, M. T., Domitrovich, C. E., Weissberg, R. P., & Durlak, J. A. (2017). Social and emotional learning as a public health approach to education. The Future of Children, 13–32.
Hoorn, J. F. (2020). Theory of robot communication: I. The medium is the communication partner. International Journal of Humanoid Robotics, 17(06), 2050026.
Huijnen, C. A., Lexis, M. A., & de Witte, L. P. (2016). Matching robot KASPAR to autism spectrum disorder (ASD) therapy and educational goals. International Journal of Social Robotics, 8, 445–455.
Kahveci, G., Bulut Serin, N., & Akkus, O. (2023). Using a tablet-mediated intervention for teaching pre-addition skills to children with autism. Journal of Education and Learning (EduLearn), 17(1), 35–43.
Kewalramani, S., Palaiologou, I., Dardanou, M., Allen, K. A., & Phillipson, S. (2021). Using robotic toys in early childhood education to support children’s social and emotional competencies. Australasian Journal of Early Childhood. https://doi.org/10.1177/18369391211056668
Kewalramani, S., Palaiologou, I., & Dardanou, M. (2023). The integration of internet of toys in early childhood education: Research from Australia, Norway, and England. Routledge. https://doi.org/10.4324/9781003185840
Kim, E. S., Berkovits, L. D., Bernier, E. P., Leyzberg, D., Shic, F., Paul, R., & Scassellati, B. (2013). Social robots as embedded reinforcers of social behavior in children with autism. Journal of Autism and Developmental Disorders, 43, 1038–1049.
Koch, A., Cascorbi, I., Westhofen, M., Dafotakis, M., Klapa, S., & Kuhtz-Buschbeck, J. P. (2018). The neurophysiology and treatment of motion sickness. Deutsches Ärzteblatt International. https://doi.org/10.3238/arztebl.2018.0687
Koch, S. A., Stevens, C. E., Clesi, C. D., Lebersfeld, J. B., Sellers, A. G., McNew, M. E., Biasini, F. J., Amthor, F. R., & Hopkins, M. I. (2017). A feasibility study evaluating the emotionally expressive robot SAM. International Journal of Social Robotics, 9, 601–613.
Kozima, H., Nakagawa, C., & Yasuda, Y. (2007). Children–robot interaction: A pilot study in autism therapy. Progress in Brain Research, 164, 385–400.
Lecciso, F., Levante, A., Fabio, R. A., Caprì, T., Leo, M., Carcagnì, P., Distante, C., Mazzeo, P. L., Spagnolo, P., & Petrocchi, S. (2021). Emotional expression in children with ASD: A pre-study on a two-group pre-post-test design comparing robot-based and computer-based training. Frontiers in Psychology, 2826.
Lord, C., Elsabbagh, M., Baird, G., & Veenstra-Vanderweele, J. (2018). Autism spectrum disorder. The Lancet, 392(10146), 508–520. https://doi.org/10.1016/S0140-6736(18)31129-2.
Marino, C., Canale, N., Melodia, F., Spada, M. M., & Vieno, A. (2021). The overlap between problematic smartphone use and problematic social media use: A systematic review. Current Addiction Reports, 8, 469–480. https://doi.org/10.1007/s40429-021-00398-0
Marino, F., Chilà, P., Sfrazzetto, S. T., Carrozza, C., Crimi, I., Failla, C., Busà, M., Bernava, G., Tartarisco, G., & Vagni, D. (2020). Outcomes of a robot-assisted social-emotional understanding intervention for young children with autism spectrum disorders. Journal of Autism and Developmental Disorders, 50, 1973–1987.
Mazefsky, C. A., Herrington, J., Siegel, M., Scarpa, A., Maddox, B. B., Scahill, L., & White, S. W. (2013). The role of emotion regulation in autism spectrum disorder. Journal of the American Academy of Child & Adolescent Psychiatry, 52(7), 679–688. https://doi.org/10.1016/j.jaac.2013.05.006.
McReynolds, E., Hubbard, S., Lau, T., Saraf, A., Cakmak, M., & Roesner, F. (2017). Toys that listen: A study of parents, children, and internet-connected toys. Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 5197–5207.
Mondi, C. F., Giovanelli, A., & Reynolds, A. J. (2021). Fostering socio-emotional learning through early childhood intervention. International Journal of Child Care and Education Policy, 15(1), 1–43.
Munn, Z., Peters, M. D., Stern, C., Tufanaru, C., McArthur, A., & Aromataris, E. (2018). Systematic review or sco** review? Guidance for authors when choosing between a systematic or sco** review approach. BMC Medical Research Methodology, 18, 1–7.
Parsons, D., Wilson, N. J., Vaz, S., Lee, H., & Cordier, R. (2019). Appropriateness of the TOBY application, an iPad intervention for children with autism spectrum disorder: A thematic approach. Journal of Autism and Developmental Disorders, 49(10), 4053–4066.
Pennisi, P., Tonacci, A., Tartarisco, G., Billeci, L., Ruta, L., Gangemi, S., & Pioggia, G. (2016). Autism and Social Robotics: A systematic review. Autism Research. https://doi.org/10.1002/aur.1527.
Pop, C. A., Simut, R., Pintea, S., Saldien, J., Rusu, A., David, D., Vanderfaeillie, J., Lefeber, D., & Vanderborght, B. (2013). Can the social robot Probo help children with autism to identify situation-based emotions? A series of single case experiments. International Journal of Humanoid Robotics, 10(03), 1350025. https://doi.org/10.1142/S0219843613500254
Saldana, J. (2021). The coding manual for qualitative researchers (4 ed.). Sage Publications.
Saleh, M. A., Hanapiah, F. A., & Hashim, H. (2021). Robot applications for autism: A comprehensive review. Disability and Rehabilitation: Assistive Technology, 16(6), 580–602.
Scassellati, B., Boccanfuso, L., Huang, C. M., Mademtzi, M., Qin, M., Salomons, N., Ventola, P., & Shic, F. (2018). Improving social skills in children with ASD using a long-term, in-home social robot. Science Robotics, 3(21), eaat7544.
Shamsuddin, S., Yussof, H., Ismail, L. I., Mohamed, S., Hanapiah, F. A., & Zahari, N. I. (2012a). Humanoid robot NAO interacting with autistic children of moderately impaired intelligence to augment communication skills. Procedia Engineering, 41, 1533–1538.
Shamsuddin, S., Yussof, H., Ismail, L. I., Mohamed, S., Hanapiah, F. A., & Zahari, N. I. (2012b). Initial response in HRI-a case study on evaluation of child with autism spectrum disorders interacting with a humanoid robot Nao. Procedia Engineering, 41, 1448–1455.
So, W. C., Wong, M. K. Y., Lam, W. Y., Cheng, C. H., Yang, J. H., Huang, Y., Ng, P., Wong, W. L., Ho, C. L., & Yeung, K. L. (2018). Robot-based intervention may reduce delay in the production of intransitive gestures in chinese-speaking preschoolers with autism spectrum disorder. Molecular Autism, 9(1), 1–16.
Soares, F. O., Costa, S. C., Santos, C. P., Pereira, A. P. S., Hiolle, A. R., & Silva, V. (2019). Socio-emotional development in high functioning children with autism spectrum disorders using a humanoid robot. Interaction Studies, 20(2), 205–233.
Strauss, A. (1987). Qualitative analysis for social scientists. Cambridge University Press.
Syriopoulou-Delli, C. K., & Gkiolnta, E. (2022). Review of assistive technology in the training of children with autism spectrum disorders. International Journal of Developmental Disabilities, 68(2), 73–85.
van den Berk-Smeekens, I., van Dongen-Boomsma, M., De Korte, M. W., Boer, D., Oosterling, J. C., Peters-Scheffer, I. J., & Glennon, N. C., J. C (2020). Adherence and acceptability of a robot-assisted pivotal response treatment protocol for children with autism spectrum disorder. Scientific Reports, 10(1), 1–11.
Vanderborght, B., Simut, R., Saldien, J., Pop, C., Rusu, A. S., Pintea, S., Lefeber, D., & David, D. O. (2012). Interaction Studies, 13(3), 348–372.
Whitehouse, A., Varcin, K., Waddington, H., Sulek, R., Bent, C., Ashburner, J., Eapen, V., Goodall, E., Hudry, K., Roberts, J., Silove, N., & Trembath, D. (2020). Interventions for children on the autism spectrum: A synthesis of research evidence. Autism CRC, Brisbane, 2020.
Yun, S. S., Choi, J., Park, S. K., Bong, G. Y., & Yoo, H. (2017). Social skills training for children with autism spectrum disorder using a robotic behavioral intervention system. Autism Research, 10(7), 1306–1323.
Zorcec, T., Robins, B., & Dautenhahn, K. (2018). Getting engaged: Assisted play with a humanoid robot Kaspar for children with severe autism. ICT Innovations 2018. Engineering and Life Sciences: 10th International Conference, ICT Innovations 2018, Ohrid, Macedonia, September 17–19, 2018, Proceedings 10, 198–207.
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Kewalramani, S., Allen, KA., Leif, E. et al. A Sco** Review of the Use of Robotics Technologies for Supporting Social-Emotional Learning in Children with Autism. J Autism Dev Disord (2023). https://doi.org/10.1007/s10803-023-06193-2
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DOI: https://doi.org/10.1007/s10803-023-06193-2