ICT Framework for Supporting Applied Behavior Analysis in the Social Inclusion of Children with Neurodevelopmental Disorders

Author:

Jayousi Sara1,Martinelli Alessio2ORCID,Lucattini Paolo3,Mucchi Lorenzo4ORCID

Affiliation:

1. Department of Information Engineering, Polo Universitario “Città di Prato”, 59100 Prato, Italy

2. Telespazio (Leonardo & Thales Company), 00156 Rome, Italy

3. Department of Movement, Human and Health Sciences, University of Rome “Foro Italico”, 00135 Rome, Italy

4. Department of Information Engineering, University of Florence, 50139 Florence, Italy

Abstract

The applied behavior analysis (ABA) model emphasizes observable and measurable behaviors by carrying out decision making using experimental data (behavioral observation assessment strategies). In this framework, information and communication technology (ICT) becomes highly suitable for enhancing the efficiency and effectiveness of the methodology. This paper aims to delve into the potential of ICT in providing innovative solutions to support ABA applications. It focuses on how ICT can contribute to fostering social inclusion with respect to children with neurodevelopmental disorders. ICT offers advanced solutions for continuous and context-aware monitoring, as well as automatic real-time behavior assessments. Wireless sensor systems (wearable perceptual, biomedical, motion, location, and environmental sensors) facilitate real-time behavioral monitoring in various contexts, enabling the collection of behavior-related data that may not be readily evident in traditional observational studies. Moreover, the incorporation of artificial intelligence algorithms that are appropriately trained can further assist therapists throughout the different phases of ABA therapy. These algorithms can provide intervention guidelines and deliver an automatic behavioral analysis that is personalized to the child’s unique profile. By leveraging the power of ICT, ABA practitioners can benefit from cutting-edge technological advancements to optimize their therapeutic interventions and outcomes for children with neurodevelopmental disorders, ultimately contributing to their social inclusion and overall wellbeing.

Funder

European Telecommunications Standards Institute (ETSI) SmartBAN

European Union’s Horizon 2020 Research and Innovation Programme

Fondazione Cassa di Risparmio di Firenze

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry

Reference127 articles.

1. Lucattini, P., Jayousi, S., Martinelli, A., Mucchi, L., and Lombardi, G. (2019). Body Area Networks: Smart IoT and Big Data for Intelligent Health Management: 14th EAI International Conference, BODYNETS 2019, Florence, Italy, 2–3 October 2019, Springer International Publishing.

2. American Psychiatric Association (2013). Diagnostic and Statistical Manual of Mental Disorders, American Psychiatric Association. [5th ed.].

3. American Psychiatric Association (1994). Diagnostic and Statistical Manual of Mental Disorders, American Psychiatric Association. [4th ed.].

4. DSM-5 and psychiatric disorders: What is new? What has changed?;Eapen;Asian J. Psychiatry,2014

5. Doernberg, E., and Hollander, E. (2016). Neurodevelopmental Disorders (ASD and ADHD): DSM-5, ICD-10, and ICD-11CNS Spectrums, Cambridge University Press.

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