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Published in: Journal of Computers in Education 3/2021

13-01-2021

A scalable and customizable multimedia framework for behavioral intervention

Authors: Diogo Fernando Trevisan, Fernanda A. B. de Araujo, Priscila Benitez, João Paulo Gois

Published in: Journal of Computers in Education | Issue 3/2021

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Abstract

We present a novel web-based computational framework to aid behavioral interventions for people with autism spectrum disorder (ASD). The development of the framework aims on providing resources for creating, editing, storing, and applying multimedia activities, as well as tools for tracking and analyzing the students’ progress. We have conducted the design and development of our framework based on principles from applied behavior analysis and behavioral psychology. We evaluated our framework, testing it with five professionals (participants) that freely explored it. During the tests, we tackled minor adjustments pointed by them, while the users’ general suggestions are assisting us to further improvements. The participants answered two questionnaires about their profiles, as well as how they explored the framework. After the tests, we observed that the use of the framework can be positive for the interventions, considering both the activities created by each professional and their reports. Last but not least, the user tests were conducted, in Brazil, during the period of social isolation due to Sars-cov-2 pandemic, where the participants had the opportunity to explicit how technologies, in particular our framework, can benefit their work.

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Footnotes
1
All speeches were freely translated from Brazilian Portuguese. JECRIPE is an educational game (Brandão et al. 2010) and mTea is a tool for configuring MTS activities that the participant had used.
 
Literature
go back to reference American Psychological Association. (2019). Publication Manual of the American Psychological Association. American Psychological Association: Publication Manual of the American Psychological Association. American Psychological Association. (2019). Publication Manual of the American Psychological Association. American Psychological Association: Publication Manual of the American Psychological Association.
go back to reference Artoni, S., Bastiani, L., Buzzi, M., Buzzi, M., Curzio, O., Pelagatti, S., et al. (2018). Technology-enhanced aba intervention in children with autism: A pilot study. Universal Access in the Information Society, 17(1), 191–210. CrossRef Artoni, S., Bastiani, L., Buzzi, M., Buzzi, M., Curzio, O., Pelagatti, S., et al. (2018). Technology-enhanced aba intervention in children with autism: A pilot study. Universal Access in the Information Society, 17(1), 191–210. CrossRef
go back to reference Bradshaw, J., Shic, F., Holden, A. N., Horowitz, E. J., Barrett, A. C., German, T. C., et al. (2019). The use of eye tracking as a biomarker of treatment outcome in a pilot randomized clinical trial for young children with autism. Autism Research, 12(5), 779–793. CrossRef Bradshaw, J., Shic, F., Holden, A. N., Horowitz, E. J., Barrett, A. C., German, T. C., et al. (2019). The use of eye tracking as a biomarker of treatment outcome in a pilot randomized clinical trial for young children with autism. Autism Research, 12(5), 779–793. CrossRef
go back to reference Brandão, A., Brandão, L., Taveira, G., Moreira, B., Vasconcelos, C., and Clua, E. (2010). Jecripe: stimulating cognitive abilities of children with down syndrome in pre-scholar age using a game approach. pp. 15–18. Brandão, A., Brandão, L., Taveira, G., Moreira, B., Vasconcelos, C., and Clua, E. (2010). Jecripe: stimulating cognitive abilities of children with down syndrome in pre-scholar age using a game approach. pp. 15–18.
go back to reference Cheng, S.-C., & Lai, C.-L. (2019). Facilitating learning for students with special needs: A review of technology-supported special education studies. Journal of Computers in Education, 7(2), 131–153. CrossRef Cheng, S.-C., & Lai, C.-L. (2019). Facilitating learning for students with special needs: A review of technology-supported special education studies. Journal of Computers in Education, 7(2), 131–153. CrossRef
go back to reference Chien, M.-E., Jheng, C.-M., Lin, N.-M., Tang, H.-H., Taele, P., Tseng, W.-S., et al. (2015). ican: A tablet-based pedagogical system for improving communication skills of children with autism. International Journal of Human-Computer Studies, 73, 79–90. CrossRef Chien, M.-E., Jheng, C.-M., Lin, N.-M., Tang, H.-H., Taele, P., Tseng, W.-S., et al. (2015). ican: A tablet-based pedagogical system for improving communication skills of children with autism. International Journal of Human-Computer Studies, 73, 79–90. CrossRef
go back to reference Constantin, A., Johnson, H., Smith, E., Lengyel, D., & Brosnan, M. (2017). Designing computer-based rewards with and for children with autism spectrum disorder and/or intellectual disability. Computers in Human Behavior, 75, 404–414. CrossRef Constantin, A., Johnson, H., Smith, E., Lengyel, D., & Brosnan, M. (2017). Designing computer-based rewards with and for children with autism spectrum disorder and/or intellectual disability. Computers in Human Behavior, 75, 404–414. CrossRef
go back to reference Cooper, J., Heron, T., & Heward, W. (2007). Applied behavior analysis. Upper Saddle River: Pearson/Merrill-Prentice Hall. Cooper, J., Heron, T., & Heward, W. (2007). Applied behavior analysis. Upper Saddle River: Pearson/Merrill-Prentice Hall.
go back to reference Cunningham, D., McMahon, H., & O’Neill, B. (1992). Bubble dialogue: A new tool for instruction and assessment. Educational Technology Research and Development, 40(2), 59–67. CrossRef Cunningham, D., McMahon, H., & O’Neill, B. (1992). Bubble dialogue: A new tool for instruction and assessment. Educational Technology Research and Development, 40(2), 59–67. CrossRef
go back to reference de Souza Junior, G. N., Monteiro, D. C., Pereira, A. B. C., Barros, E. S., and Marques, L. B. (2012). Learning machine as an aid tool in behavioral analysis in the teaching of reading. ( Máquina de aprendizagem como ferramenta de auxílio na análise comportamental no ensino da leitura). RENOTE, 10(1). Original document in Portuguese. de Souza Junior, G. N., Monteiro, D. C., Pereira, A. B. C., Barros, E. S., and Marques, L. B. (2012). Learning machine as an aid tool in behavioral analysis in the teaching of reading. ( Máquina de aprendizagem como ferramenta de auxílio na análise comportamental no ensino da leitura). RENOTE, 10(1). Original document in Portuguese.
go back to reference Dehkordi, S. R. & Rias, R. M. (2014). Using mobile game application to teach children with autism spectrum disorder (asd) multiple cues responding: A pilot study. In 2014 3rd International Conference on User Science and Engineering (i-USEr), pp. 216–220. Dehkordi, S. R. & Rias, R. M. (2014). Using mobile game application to teach children with autism spectrum disorder (asd) multiple cues responding: A pilot study. In 2014 3rd International Conference on User Science and Engineering (i-USEr), pp. 216–220.
go back to reference Dillon, G., & Underwood, J. (2012). Computer mediated imaginative storytelling in children with autism. International Journal of Human-Computer Studies, 70, 169–178. CrossRef Dillon, G., & Underwood, J. (2012). Computer mediated imaginative storytelling in children with autism. International Journal of Human-Computer Studies, 70, 169–178. CrossRef
go back to reference Dunn, R., Elgart, J., Lokshina, L., Faisman, A., Waslick, M., Gankin, Y., et al. (2017). Tablet-based cognitive exercises as an early parent-administered intervention tool for toddlers with autism—Evidence from a field study. Clinical Psychiatry, 3, 1–8. CrossRef Dunn, R., Elgart, J., Lokshina, L., Faisman, A., Waslick, M., Gankin, Y., et al. (2017). Tablet-based cognitive exercises as an early parent-administered intervention tool for toddlers with autism—Evidence from a field study. Clinical Psychiatry, 3, 1–8. CrossRef
go back to reference Higbee, T. S., Aporta, A. P., Resende, A., Nogueira, M., Goyos, C., & Pollard, J. S. (2016). Interactive computer training to teach discrete-trial instruction to undergraduates and special educators in brazil: A replication and extension. Journal of Applied Behavior Analysis, 49(4), 780–793. CrossRef Higbee, T. S., Aporta, A. P., Resende, A., Nogueira, M., Goyos, C., & Pollard, J. S. (2016). Interactive computer training to teach discrete-trial instruction to undergraduates and special educators in brazil: A replication and extension. Journal of Applied Behavior Analysis, 49(4), 780–793. CrossRef
go back to reference Lerman, D. V., Valentino, A. L., & LeBlanc, L. A. (2016). Discrete trial training (pp. 47–83). Cham: Springer International Publishing. Lerman, D. V., Valentino, A. L., & LeBlanc, L. A. (2016). Discrete trial training (pp. 47–83). Cham: Springer International Publishing.
go back to reference Lovaas, O. I. (1987). Behavioral treatment and normal educational and intellectual functioning in young autistic children. Journal of Consulting and Clinical Psychology, 55(1), 3–9. CrossRef Lovaas, O. I. (1987). Behavioral treatment and normal educational and intellectual functioning in young autistic children. Journal of Consulting and Clinical Psychology, 55(1), 3–9. CrossRef
go back to reference Maenner, M. J., Shaw, K. A., Baio, J., Washington, A., Patrick, M., DiRienzo, M., et al. (2020). Prevalence of autism spectrum disorder among children aged 8 years—Autism and developmental disabilities monitoring network, 11 sites, united states, 2016. MMWR. Surveillance Summaries, 69(4), 1–12. CrossRef Maenner, M. J., Shaw, K. A., Baio, J., Washington, A., Patrick, M., DiRienzo, M., et al. (2020). Prevalence of autism spectrum disorder among children aged 8 years—Autism and developmental disabilities monitoring network, 11 sites, united states, 2016. MMWR. Surveillance Summaries, 69(4), 1–12. CrossRef
go back to reference Manske, S., Werneburg, S., & Hoppe, H. (2019). Learner modeling and learning analytics in computational thinking games for education, p. 187–212. Manske, S., Werneburg, S., & Hoppe, H. (2019). Learner modeling and learning analytics in computational thinking games for education, p. 187–212.
go back to reference Medavarapu, S., Marella, L. L., Sangem, A., & Kairam, R. (2019). Where is the evidence? a narrative literature review of the treatment modalities for autism spectrum disorders. Cureus. Medavarapu, S., Marella, L. L., Sangem, A., & Kairam, R. (2019). Where is the evidence? a narrative literature review of the treatment modalities for autism spectrum disorders. Cureus.
go back to reference Pimentel, E., Baldani, D., Piccolo, G., & Hubner, M. (2009). An environment for the teaching of reading based on research in equivalence and control by minimum units. ( Um Ambiente para o Ensino de Leitura baseado na Pesquisa em Equivalência e Controle por Unidades Mínimas). In XX Simpósio Brasileiro de Informática na Educação, Florianópolis-SC, Brasil. Original document in Portuguese. Pimentel, E., Baldani, D., Piccolo, G., & Hubner, M. (2009). An environment for the teaching of reading based on research in equivalence and control by minimum units. ( Um Ambiente para o Ensino de Leitura baseado na Pesquisa em Equivalência e Controle por Unidades Mínimas). In XX Simpósio Brasileiro de Informática na Educação, Florianópolis-SC, Brasil. Original document in Portuguese.
go back to reference Robacker, C., Rivera, C., & Warren, S. (2016). A token economy made easy through classdojo. intervention in school and clinic. Intervention in School and Clinic, 52. Robacker, C., Rivera, C., & Warren, S. (2016). A token economy made easy through classdojo. intervention in school and clinic. Intervention in School and Clinic, 52.
go back to reference Sarokoff, R. A., & Sturmey, P. (2004). The effects of behavioral skills training on staff implementation of discrete-trial teaching. Journal of Applied Behavior Analysis, 37(4), 535–538. CrossRef Sarokoff, R. A., & Sturmey, P. (2004). The effects of behavioral skills training on staff implementation of discrete-trial teaching. Journal of Applied Behavior Analysis, 37(4), 535–538. CrossRef
go back to reference Siemens, G. & Baker, R. S. J. d. (2012). Learning analytics and educational data mining: Towards communication and collaboration. In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge, LAK ’12, pp. 252–254, New York, NY, USA. Association for Computing Machinery. Siemens, G. & Baker, R. S. J. d. (2012). Learning analytics and educational data mining: Towards communication and collaboration. In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge, LAK ’12, pp. 252–254, New York, NY, USA. Association for Computing Machinery.
go back to reference Stenhoff, D. M., Pennington, R. C., & Tapp, M. C. (2020). Distance education support for students with autism spectrum disorder and complex needs during covid-19 and school closures. Rural Special Education Quarterly, 39(4), 211–219. CrossRef Stenhoff, D. M., Pennington, R. C., & Tapp, M. C. (2020). Distance education support for students with autism spectrum disorder and complex needs during covid-19 and school closures. Rural Special Education Quarterly, 39(4), 211–219. CrossRef
go back to reference Trevisan, D. F., Becerra, L., Highbee, T. S., Benitez, P., & Gois, J. P. (2019). A review of the use of computational technology in applied behavior analysis. Adaptive Behavior. Trevisan, D. F., Becerra, L., Highbee, T. S., Benitez, P., & Gois, J. P. (2019). A review of the use of computational technology in applied behavior analysis. Adaptive Behavior.
go back to reference Trevisan, D. F., Benitez, P., & Gois, G. P. (2020). A web framework for configurable games with application to autistic children (pp. 520–527). Recife - PE - Brazil.: In Proceedings of SBGames 2020. Trevisan, D. F., Benitez, P., & Gois, G. P. (2020). A web framework for configurable games with application to autistic children (pp. 520–527). Recife - PE - Brazil.: In Proceedings of SBGames 2020.
go back to reference Trevisan, D. F., Benitez, P., Sandoval, P., & Gois, J. P. (2018). Using the coji robot to teach pre-verbal abilities for an autistic student. ( “Uso do Robô Coji Para Ensino de Habilidades Pré-verbais Para Estudante com Autismo). In Anais do 8 Congresso Brasileiro de Educação Especial. Original document in Portuguese. Trevisan, D. F., Benitez, P., Sandoval, P., & Gois, J. P. (2018). Using the coji robot to teach pre-verbal abilities for an autistic student. ( “Uso do Robô Coji Para Ensino de Habilidades Pré-verbais Para Estudante com Autismo). In Anais do 8 Congresso Brasileiro de Educação Especial. Original document in Portuguese.
go back to reference Vivanti, G., & Pellecchia, M. (2020). Applied behavior analytic approaches to early intervention for children with autism (pp. 79–91). Cham: Springer International Publishing. Vivanti, G., & Pellecchia, M. (2020). Applied behavior analytic approaches to early intervention for children with autism (pp. 79–91). Cham: Springer International Publishing.
go back to reference Yuan, J., Chen, C., Yang, W., Liu, M., Xia, J., & Liu, S. (2020). A survey of visual analytics techniques for machine learning. Computational Visual Media. Yuan, J., Chen, C., Yang, W., Liu, M., Xia, J., & Liu, S. (2020). A survey of visual analytics techniques for machine learning. Computational Visual Media.
Metadata
Title
A scalable and customizable multimedia framework for behavioral intervention
Authors
Diogo Fernando Trevisan
Fernanda A. B. de Araujo
Priscila Benitez
João Paulo Gois
Publication date
13-01-2021
Publisher
Springer Berlin Heidelberg
Published in
Journal of Computers in Education / Issue 3/2021
Print ISSN: 2197-9987
Electronic ISSN: 2197-9995
DOI
https://doi.org/10.1007/s40692-020-00181-6

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