TY - JOUR
T1 - A Motivational Approach to Support Healthy Habits in Long-term Child–Robot Interaction
AU - Ros, Raquel
AU - Oleari, Elettra
AU - Pozzi, Clara
AU - Sacchitelli, Francesca
AU - Baranzini, Daniele
AU - Bagherzadhalimi, Anahita
AU - Sanna, Alberto
AU - Demiris, Yiannis
N1 - Publisher Copyright:
© 2016, Springer Science+Business Media Dordrecht.
PY - 2016/11/1
Y1 - 2016/11/1
N2 - We examine the use of role-switching as an intrinsic motivational mechanism to increase engagement in long-term child–robot interaction. The present study describes a learning framework where children between 9 and 11-years-old interact with a robot to improve their knowledge and habits with regards to healthy life-styles. Experiments were carried out in Italy where 41 children were divided in three groups interacting with: (i) a robot with a role-switching mechanism, (ii) a robot without a role-switching mechanism and (iii) an interactive video. Additionally, a control group composed of 43 more children, who were not exposed to any interactive approach, was used as a baseline of the study. During the intervention period, the three groups were exposed to three interactive sessions once a week. The aim of the study was to find any difference in healthy-habits acquisition based on alternative interactive systems, and to evaluate the effectiveness of the role-switch approach as a trigger for engagement and motivation while interacting with a robot. The results provide evidence that the rate of children adopting healthy habits during the intervention period was higher for those interacting with a robot. Moreover, alignment with the robot behaviour and achievement of higher engagement levels were also observed for those children interacting with the robot that used the role-switching mechanism. This supports the notion that role-switching facilitates sustained long-interactions between a child and a robot.
AB - We examine the use of role-switching as an intrinsic motivational mechanism to increase engagement in long-term child–robot interaction. The present study describes a learning framework where children between 9 and 11-years-old interact with a robot to improve their knowledge and habits with regards to healthy life-styles. Experiments were carried out in Italy where 41 children were divided in three groups interacting with: (i) a robot with a role-switching mechanism, (ii) a robot without a role-switching mechanism and (iii) an interactive video. Additionally, a control group composed of 43 more children, who were not exposed to any interactive approach, was used as a baseline of the study. During the intervention period, the three groups were exposed to three interactive sessions once a week. The aim of the study was to find any difference in healthy-habits acquisition based on alternative interactive systems, and to evaluate the effectiveness of the role-switch approach as a trigger for engagement and motivation while interacting with a robot. The results provide evidence that the rate of children adopting healthy habits during the intervention period was higher for those interacting with a robot. Moreover, alignment with the robot behaviour and achievement of higher engagement levels were also observed for those children interacting with the robot that used the role-switching mechanism. This supports the notion that role-switching facilitates sustained long-interactions between a child and a robot.
KW - Child–robot interaction
KW - Creative dance
KW - Engagement
KW - Long-term interaction
KW - Motivational support
UR - http://www.scopus.com/inward/record.url?scp=84997112336&partnerID=8YFLogxK
U2 - 10.1007/s12369-016-0356-9
DO - 10.1007/s12369-016-0356-9
M3 - Article
AN - SCOPUS:84997112336
SN - 1875-4791
VL - 8
SP - 599
EP - 617
JO - International Journal of Social Robotics
JF - International Journal of Social Robotics
IS - 5
ER -