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Exploring relationships between electrodermal activity, skin temperature, and performance during

Authors :
Idalis Villanueva
Jenefer Husman
Paul Vicioso
Tarique Hasan Khan
Source :
FIE
Publication Year :
2019
Publisher :
IEEE, 2019.

Abstract

Students’ academic learning, performance, and motivation are ongoing topics in engineering education. Those studies that have attempted to understand the mechanisms of motivation in authentic classroom settings and scenarios are few and limited to the methods used (e.g., self-reports, observations). This Work-in-Progress study explores the utility of electrodermal activity (EDA) and temperature sensors in accurately informing scholars about student performance during an exam in real-time. Correlations between each factor were analyzed. Initial results suggest that peripheral skin temperature has a weak, positive but significant correlation to exam question difficulty r=0.08; p

Details

Database :
OpenAIRE
Journal :
2019 IEEE Frontiers in Education Conference (FIE)
Accession number :
edsair.doi...........53b7330d786f2250e209c4fc3525c0a4
Full Text :
https://doi.org/10.1109/fie43999.2019.9028625