TY - JOUR
T1 - Measuring the perceived social intelligence of robots
AU - Barchard, Kimberly A.
AU - Lapping-Carr, Leiszle
AU - Westfall, R. Shane
AU - Fink-Armold, Andrea
AU - Banisetty, Santosh Balajee
AU - Feil-Seifer, David
N1 - Funding Information:
The authors thank the Nevada Space Grant Consortium (NNX15AK48A), the National Institute for Health (P20GM103650), and the National Science Foundation (IIS-1719027) for their support of this research. Authors’ addresses: K. A. Barchard and A. Fink-Armold, Department of Psychology, University of Nevada, Las Vegas, 4505 Maryland Parkway, Las Vegas, NV, 89154-5030; emails: {kim.barchard, andrea.fink-armold}@unlv.edu; L. Lapping-Carr, Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, 446 E Ontario St, 1576, Chicago, IL 60611; email: leiszle.lapping-carr@northwestern.edu; R. S. Westfall, Psychology Department, Western Wyoming College, 2500 College Drive, Rock Spring, WY, 82901; email: rwestfall@westernwyoming.edu; S. B. Banisetty and D. Feil-Seifer, Department of Computer Science & Engineering, University of Nevada Reno, Mail Stop 0171, 1664 N Virginia St, Reno, NV 89557; emails: santoshbanisetty@nevada.unr.edu, dave@cse.unr.edu.
Publisher Copyright:
© 2020 ACM.
PY - 2020/10
Y1 - 2020/10
N2 - Robotic social intelligence is increasingly important. However, measures of human social intelligence omit basic skills, and robot-specific scales do not focus on social intelligence. We combined human robot interaction concepts of beliefs, desires, and intentions with psychology concepts of behaviors, cognitions, and emotions to create 20 Perceived Social Intelligence (PSI) Scales to comprehensively measure perceptions of robots with a wide range of embodiments and behaviors. Participants rated humanoid and non-humanoid robots interacting with people in five videos. Each scale had one factor and high internal consistency, indicating each measures a coherent construct. Scales capturing perceived social information processing skills (appearing to recognize, adapt to, and predict behaviors, cognitions, and emotions) and scales capturing perceived skills for identifying people (appearing to identify humans, individuals, and groups) correlated strongly with social competence and constituted the Mind and Behavior factors. Social presentation scales (appearing friendly, caring, helpful, trustworthy, and not rude, conceited, or hostile) relate more to Social Response to Robots Scales and Godspeed Indices, form a separate factor, and predict positive feelings about robots and wanting social interaction with them. For a comprehensive measure, researchers can use all PSI 20 scales for free. Alternatively, they can select the most relevant scales for their projects.
AB - Robotic social intelligence is increasingly important. However, measures of human social intelligence omit basic skills, and robot-specific scales do not focus on social intelligence. We combined human robot interaction concepts of beliefs, desires, and intentions with psychology concepts of behaviors, cognitions, and emotions to create 20 Perceived Social Intelligence (PSI) Scales to comprehensively measure perceptions of robots with a wide range of embodiments and behaviors. Participants rated humanoid and non-humanoid robots interacting with people in five videos. Each scale had one factor and high internal consistency, indicating each measures a coherent construct. Scales capturing perceived social information processing skills (appearing to recognize, adapt to, and predict behaviors, cognitions, and emotions) and scales capturing perceived skills for identifying people (appearing to identify humans, individuals, and groups) correlated strongly with social competence and constituted the Mind and Behavior factors. Social presentation scales (appearing friendly, caring, helpful, trustworthy, and not rude, conceited, or hostile) relate more to Social Response to Robots Scales and Godspeed Indices, form a separate factor, and predict positive feelings about robots and wanting social interaction with them. For a comprehensive measure, researchers can use all PSI 20 scales for free. Alternatively, they can select the most relevant scales for their projects.
KW - Social intelligence
KW - human-computer interaction
KW - human-robot interaction
KW - socially assistive robotics
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U2 - 10.1145/3415139
DO - 10.1145/3415139
M3 - Article
AN - SCOPUS:85092724959
SN - 2573-9522
VL - 9
JO - ACM Transactions on Human-Robot Interaction
JF - ACM Transactions on Human-Robot Interaction
IS - 4
M1 - 24
ER -