Papers
Topics
Authors
Recent
Gemini 2.5 Flash
Gemini 2.5 Flash
143 tokens/sec
GPT-4o
7 tokens/sec
Gemini 2.5 Pro Pro
46 tokens/sec
o3 Pro
4 tokens/sec
GPT-4.1 Pro
38 tokens/sec
DeepSeek R1 via Azure Pro
28 tokens/sec
2000 character limit reached

A Gamified Framework to Assist Therapists with the ABA Therapy for Autism (2401.00200v1)

Published 30 Dec 2023 in cs.HC

Abstract: We present a framework to assist therapists and children with autism spectrum disorder in their Applied Behavioral Analysis (ABA) therapy. The framework was designed in collaboration with Spazio Autismo, an autism center in Mantova, Italy. The framework is a first step toward transitioning from the current paper-based to fully digital-supported therapy. We evaluated the framework over four months with 18 children diagnosed with classic autism, ranging from 4 to 7 years old. The framework integrates a mobile app that children and therapists use during the sessions with a backend for managing therapy workflow and monitoring progress. Our preliminary results show that the framework can improve the efficacy of the therapy sessions, reducing non-therapeutic time, increasing patient focus, and quickening the completion of the assigned objectives. It can also support therapists in preparing learning materials, data acquisition, and reporting. Finally, the framework demonstrated improved privacy and security of patients' data while maintaining reliability.

Definition Search Book Streamline Icon: https://streamlinehq.com
References (12)
  1. K. Hume, R. Loftin, and J. Lantz, “Increasing independence in autism spectrum disorders: A review of three focused interventions,” Journal of autism and developmental disorders, vol. 39, pp. 1329–1338, 2009.
  2. C. for Disease Control and Prevention. (2023) Treatment and intervention services for autism spectrum disorder. [Online]. Available: https://www.cdc.gov/ncbddd/autism/treatment.html
  3. A. Hassan, N. Pinkwart, and M. Shafi, “Serious games to improve social and emotional intelligence in children with autism,” Entertainment Computing, vol. 38, p. 100417, 2021. [Online]. Available: https://www.sciencedirect.com/science/article/pii/S1875952121000148
  4. A. P. de Carvalho, C. S. Braz, S. M. dos Santos, R. A. C. Ferreira, and R. O. Prates, “Serious games for children with autism spectrum disorder: A systematic literature review,” International Journal of Human–Computer Interaction, vol. 0, no. 0, pp. 1–28, 2023. [Online]. Available: https://doi.org/10.1080/10447318.2023.2194051
  5. C. Lord, E. H. Cook, B. L. Leventhal, and D. G. Amaral, “Autism spectrum disorders,” Neuron, vol. 28, no. 2, pp. 355–363, 2000.
  6. M. Rutter, “Diagnosis and definition of childhood autism,” Journal of autism and childhood schizophrenia, vol. 8, pp. 139–161, 1978.
  7. Q. Yu, E. Li, L. Li, and W. Liang, “Efficacy of interventions based on applied behavior analysis for autism spectrum disorder: A meta-analysis,” Psychiatry Investig, pp. 432–443, 2020.
  8. E. Linstead, D. Dixon, E. Hong, C. Burns, R. F. M. Novack, and D. Granpeesheh, “An evaluation of the effects of intensity and duration on outcomes across treatment domains for children with autism spectrum disorder,” Translational Psychiatry, pp. 7, e1234, 2017.
  9. K. L. Montallana, “Inter-rater agreement for the milestones and barriers assessments of the verbal behavior milestones assessment and placement program (vb-mapp),” Journal of Autism and Developmental Disorders, vol. 49, 2019.
  10. I. D. P. Limited. (2021) Autispark: Kids autism games. [Online]. Available: https://play.google.com/store/apps/detailsid=com.iz.autispark.kids.autism.games.special.needs.educational.learning.therapy.social.skills.speech
  11. W. Hub. (2022) Autism basics: Learning app. [Online]. Available: https://play.google.com/store/apps/details?id=in.mywellnesshub.autismbasicsunity
  12. Lollipapps. (2020) Autismo abc app. [Online]. Available: https://play.google.com/store/apps/details?id=air.com.lollipapps.games

Summary

We haven't generated a summary for this paper yet.