Sensing Interpersonal Synchrony between Actors and Autistic Children in Theatre Using Wrist-worn Accelerometers
Ward, Jamie A; Richardson, Daniel C.; Orgs, Guido; Hunter, Kelly and Hamilton, Antonia. 2018. 'Sensing Interpersonal Synchrony between Actors and Autistic Children in Theatre Using Wrist-worn Accelerometers'. In: International Symposium on Wearable Computers (ISWC). Singapore, Singapore 8-12 October 2018. [Conference or Workshop Item]
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sensing-interpersonal-synchrony - camera.pdf - Accepted Version Available under License Creative Commons Attribution Non-commercial. Download (3MB) | Preview |
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ISWC_2018_autism_wearables_PREPRINT (1).pdf - Accepted Version Available under License Creative Commons Attribution Non-commercial. Download (6MB) | Preview |
Abstract or Description
We introduce a method of using wrist-worn accelerometers to measure non-verbal social coordination within a group that includes autistic children. Our goal was to record and chart the children’s social engagement – measured using interpersonal movement synchrony – as they took part in a theatrical work- shop that was specifically designed to enhance their social skills. Interpersonal synchrony, an important factor of social engagement that is known to be impaired in autism, is cal- culated using a cross-wavelet similarity comparison between participants’ movement data. We evaluate the feasibility of the approach over 3 live performances, each lasting 2 hours, using 6 actors and a total of 10 autistic children. We show that by visualising each child’s engagement over the course of a performance, it is possible to highlight subtle moments of social coordination that might otherwise be lost when review- ing video footage alone. This is important because it points the way to a new method for people who work with autistic children to be able to monitor the development of those in their care, and to adapt their therapeutic activities accordingly.
Item Type: |
Conference or Workshop Item (Paper) |
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Identification Number (DOI): |
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Keywords: |
computer systems organization, embedded systems, redundancy, robotics, networks, network reliability, wearable sensing, accelerometers, theatre, autism, interpersonal synchrony, wavelets |
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Dates: |
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Event Location: |
Singapore, Singapore |
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Date range: |
8-12 October 2018 |
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Item ID: |
24390 |
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Date Deposited: |
10 Oct 2018 09:43 |
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Last Modified: |
11 Jun 2021 19:16 |
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URI: |
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