Skin Conductance as an In Situ Marker for Emotional Arousal in Children with Neurodevelopmental Communication Impairments

Author:

Betancourt Mariana Aparicio1,Dethorne Laura S.1,Karahalios Karrie2,Kim Jennifer G.2

Affiliation:

1. University of Illinois at Urbana-Champaign, Champaign, IL

2. University of Illinois at Urbana-Champaign, Urbana, IL

Abstract

Even though electrodermal activity has been widely used in the study of psychological states and processes for over 130 years, the use of such technology in situ, within the context of daily activities, remains a major challenge. Recent technological advancements have led to the development of wearable biosensors that noninvasively measure electrical conductance across the skin. These biosensors represent a new approach for skin conductance assessment, as a proxy for emotional arousal, in children with neurodevelopmental communication impairments who are often described as having difficulties with emotional regulation, expressing thoughts and feelings, and present a higher prevalence of challenging behaviors. Here we provide an overview of skin conductance and explore the benefits of recent technological advancements for applied research and clinical practice. We draw on user experience from two experimental interventions involving eight children with neurodevelopmental impairments. In both cases investigators monitored phasic and tonic EDA measures in situ using wearable biosensors. We share the behavioral and technical challenges experienced across these two experimental contexts, and propose associated considerations for future use. Specifically, sensor functioning, synchronization, and data preprocessing/analysis difficulties, as well as behavioral findings related to developmental differences, sensor tolerance over time, and sensor placement are discussed.

Funder

Autism Speaks

The Autism Program of Illinois

Neuroscience Program Fellowship 8 the Goldstick Family Doctoral Fellowship for the study of communication disorders

Computation Behavioral Science: Modeling, Analysis, and Visualization of Social and Communicative Behavior, NSF Expeditions

the OT-EDA study

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Science Applications,Human-Computer Interaction

Reference92 articles.

1. Affectiva. 2012. Q Sensor 2.0. Retrieved from http://www.affectiva.com/q-sensor/. Affectiva. 2012. Q Sensor 2.0. Retrieved from http://www.affectiva.com/q-sensor/.

2. Affectiva. 2013. Q User Manual. Retrieved from http://qsensor-support.affectiva.com/customer/en/portal/articles/1539375-q-user-manual. Affectiva. 2013. Q User Manual. Retrieved from http://qsensor-support.affectiva.com/customer/en/portal/articles/1539375-q-user-manual.

3. APA (American Psychiatric Association). 2013. Diagnostic and Statistical Manual of Mental Disorders (DSM-5®). Arlington Virginia: American Psychiatric Publishing. APA (American Psychiatric Association). 2013. Diagnostic and Statistical Manual of Mental Disorders (DSM-5®). Arlington Virginia: American Psychiatric Publishing.

4. Aparicio Betancourt Mariana Laura DeThorne and Karrie Karahalios. 2013. Facilitating multisyllabic productions 8 assessing sympathetic arousal in children with developmental disorders. Poster Presented at the Society for Neuroscience Conference San Diego California November 9--13. http://hdl.handle.net/2142/78186. Aparicio Betancourt Mariana Laura DeThorne and Karrie Karahalios. 2013. Facilitating multisyllabic productions 8 assessing sympathetic arousal in children with developmental disorders. Poster Presented at the Society for Neuroscience Conference San Diego California November 9--13. http://hdl.handle.net/2142/78186.

5. ASHA (American Speech-Language-Hearing Association). 2014. New pediatrics study reveals dramatic increase in speech problems in children over past decade. Retrieved from http://www.asha.org/About/news/Press-Releases/2014/New-Pediatrics-Study-Reveals-Dramatic-Increase-in-Speech-Problems-in-Children-Over-Past-Decade.htm. ASHA (American Speech-Language-Hearing Association). 2014. New pediatrics study reveals dramatic increase in speech problems in children over past decade. Retrieved from http://www.asha.org/About/news/Press-Releases/2014/New-Pediatrics-Study-Reveals-Dramatic-Increase-in-Speech-Problems-in-Children-Over-Past-Decade.htm.

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