Computer programming a chatbot to improve social-communication skills in autistic children: A feasibility study

Author:

Halabieh Sarah1,Lai Meng-Chuan23456ORCID,Lin Hsiang-Yuan23,Shu L. H.1

Affiliation:

1. Department of Mechanical and Industrial Engineering, Faculty of Applied Science and Engineering, University of Toronto, Toronto, Ontario, Canada

2. Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, Ontario, Canada

3. Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada

4. Department of Psychology, Faculty of Arts and Science, University of Toronto, Toronto, Ontario, Canada

5. Autism Research Centre, Department of Psychiatry, University of Cambridge, Cambridge, UK

6. Department of Psychiatry, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan

Abstract

Purpose A pilot study evaluated the feasibility of a curriculum that overtly teaches computer programming while covertly scaffolding social-communication skills for autistic children aged 8–12 years. Methods Participants were taught the Python programming language so they could program their own chatbots to greet a human user and discuss different topics, taking turns during the discussion, as though the chatbot were a human itself. The students were challenged with creating chatbots that pass the ‘Turing Test’, where a human evaluator would not be able to tell whether their chatbots were humans or computer programs. The curriculum included didactic instruction, peer-group discussion, homework and the chatbot project. Six autistic children participated in the six-session program. Feasibility was assessed using questionnaires and qualitative feedback. Results The curriculum is deemed feasible and desirable. There was no measurable change in social-communication skills immediately following the six-session program. Participants and their parents were highly interested in similar programs in the future, suggesting promising potential for further development and refinement. Conclusion A curriculum of programming a chatbot that also covertly scaffolds social communication is feasible for autistic children who are interested in computer programming.

Funder

Social Sciences and Humanities Research Council of Canada

Natural Sciences and Engineering Research Council of Canada

Publisher

SAGE Publications

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