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Age-Related Differences in the Perception of Robotic Referential Gaze in Human-Robot Interaction
Örebro University, School of Science and Technology. (Centre for Applied Autonomous Sensor Systems)ORCID iD: 0000-0001-7339-8118
Örebro University, School of Law, Psychology and Social Work.ORCID iD: 0000-0002-9462-0256
Örebro University, School of Science and Technology. (Centre for Applied Autonomous Sensor Systems)ORCID iD: 0000-0002-3122-693X
Örebro University, School of Science and Technology. (Centre for Applied Autonomous Sensor Systems)ORCID iD: 0000-0002-3908-4921
2024 (English)In: International Journal of Social Robotics, ISSN 1875-4791, E-ISSN 1875-4805, Vol. 16, no 6, p. 1069-1081Article in journal (Refereed) Published
Abstract [en]

There is an increased interest in using social robots to assist older adults during their daily life activities. As social robots are designed to interact with older users, it becomes relevant to study these interactions under the lens of social cognition. Gaze following, the social ability to infer where other people are looking at, deteriorates with older age. Therefore, the referential gaze from robots might not be an effective social cue to indicate spatial locations to older users. In this study, we explored the performance of older adults, middle-aged adults, and younger controls in a task assisted by the referential gaze of a Pepper robot. We examined age-related differences in task performance, and in self-reported social perception of the robot. Our main findings show that referential gaze from a robot benefited task performance, although the magnitude of this facilitation was lower for older participants. Moreover, perceived anthropomorphism of the robot varied less as a result of its referential gaze in older adults. This research supports that social robots, even if limited in their gazing capabilities, can be effectively perceived as social entities. Additionally, this research suggests that robotic social cues, usually validated with young participants, might be less optimal signs for older adults.

Supplementary Information: The online version contains supplementary material available at 10.1007/s12369-022-00926-6.

Place, publisher, year, edition, pages
Springer, 2024. Vol. 16, no 6, p. 1069-1081
Keywords [en]
Aging, Gaze following, Human-robot interaction, Non-verbal cues, Referential gaze, Social cues
National Category
Gerontology, specialising in Medical and Health Sciences Robotics and automation
Identifiers
URN: urn:nbn:se:oru:diva-101615DOI: 10.1007/s12369-022-00926-6ISI: 000857896500001PubMedID: 36185773Scopus ID: 2-s2.0-85138680591OAI: oai:DiVA.org:oru-101615DiVA, id: diva2:1700911
Funder
European Commission, 754285Wallenberg AI, Autonomous Systems and Software Program (WASP)
Note

Funding agency:

RobWell project - Spanish Ministerio de Ciencia, Innovacion y Universidades RTI2018-095599-A-C22

Available from: 2022-10-04 Created: 2022-10-04 Last updated: 2025-02-05Bibliographically approved
In thesis
1. SOCIAL ROBOTS / SOCIAL COGNITION: Robots' Gaze Effects in Older and Younger Adults
Open this publication in new window or tab >>SOCIAL ROBOTS / SOCIAL COGNITION: Robots' Gaze Effects in Older and Younger Adults
2023 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

This dissertation presents advances in social human-robot interaction (HRI) and human social cognition through a series of experiments in which humans face a robot. A predominant approach to studying the human factor in HRI consists of placing the human in the role of a user to explore potential factors affecting the acceptance or usability of a robot. This work takes a broader perspective and investigates if social robots are perceived as social agents, irrespective of their final role or usefulness in a particular interaction. To do so, it adopts methodologies and theories from cognitive and experimental psychology, such as the use of behavioral paradigms involving gaze following and a framework of more than twenty years of research employing gaze to explore social cognition. The communicative role of gaze in robots is used to explore their essential effectiveness and as a tool to learn how humans perceive them. Studying how certain social robots are perceived through the lens of research in social cognition is the central contribution of this dissertation.

This thesis presents empirical research and the multidisciplinary literature on (robotic) gaze following, aging, and their relation with social cognition. Papers I and II investigate the decline in gaze following associated with aging, linked with a broader decline in social cognition, in scenarios with robots as gazing agents. In addition to the participants' self-reported perception of the robots, their reaction times were also measured to reflect their internal cognitive processes. Overall, this decline seems to persist when the gazing Overall, this decline seems to persist when the gazing agent is a robot, highlighting our depiction of robots as social agents. Paper IV explores the theories behind this decline using a robot, emphasizing how these theories extend to non-human agents. This work also investigates motion as a competing cue to gaze in social robots (Paper III), and mentalizing in robotic gaze following (Paper V).

Through experiments with participants and within the scope of HRI and social cognition studies, this thesis presents a joint framework highlighting that robots are depicted as social agents. This finding emphasizes the importance of fundamental insights from social cognition when designing robot behaviors. Additionally, it promotes and supports the use of robots as valuable tools to explore the robustness of current theories in cognitive psychology to expand the field in parallel.

Place, publisher, year, edition, pages
Örebro: Örebro University, 2023. p. 87
Series
Örebro Studies in Technology, ISSN 1650-8580 ; 98
National Category
Computer Sciences
Identifiers
urn:nbn:se:oru:diva-108225 (URN)9789175295213 (ISBN)
Public defence
2023-10-13, Örebro universitet, Forumhuset, Hörsal F, Fakultetsgatan 1, Örebro, 09:00 (English)
Opponent
Supervisors
Available from: 2023-09-12 Created: 2023-09-12 Last updated: 2023-09-28Bibliographically approved

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Morillo-Mendez, LucasSchrooten, Martien G. S.Loutfi, AmyMartinez Mozos, Oscar

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International Journal of Social Robotics
Gerontology, specialising in Medical and Health SciencesRobotics and automation

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