Abstract
The sensibility to deictic gaze declines naturally with age and often results in reduced social perception. Thus, the increasing efforts in developing social robots that assist older adults during daily life tasks need to consider the effects of aging. In this context, as non-verbal cues such as deictic gaze are important in natural communication in human-robot interaction, this paper investigates the performance of older adults, as compared to younger adults, during a controlled, online (visual search) task inspired by daily life activities, while assisted by a social robot. This paper also examines age-related differences in social perception. Our results showed a significant facilitation effect of head movement representing deictic gaze from a Pepper robot on task performance. This facilitation effect was not significantly different between the age groups. However, social perception of the robot was less influenced by its deictic gaze behavior in older adults, as compared to younger adults. This line of research may ultimately help informing the design of adaptive non-verbal cues from social robots for a wide range of end users.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Admoni, H., Scassellati, B.: Social eye gaze in human-robot interaction: a review. J. Hum. Rob. Interact. 6(1), 25–63 (2017)
Admoni, H., Weng, T., Hayes, B., Scassellati, B.: Robot nonverbal behavior improves task performance in difficult collaborations. In: Proceedings ACM/IEEE International Conference HRI (HRI 2016), Christchurch, New Zealand, pp. 51–58 (2016)
Andrist, S., Tan, X.Z., Gleicher, M., Mutlu, B.: Conversational gaze aversion for humanlike robots. In: Proceedings ACM/IEEE International Conference HRI (HRI 2014), Bielefeld, Germany, pp. 25–32 (2014)
Baron-Cohen, S.: Mindblindness: An Essay on Autism and Theory of Mind. The MIT Press, Cambridge (1995)
Bartneck, C., Kulić, D., Croft, E., Zoghbi, S.: Measurement instruments for the anthropomorphism, animacy, likeability, perceived intelligence, and perceived safety of robots. Int. J. Soc. Robot. 1(1), 71–81 (2009)
Carpinella, C.M., Wyman, A.B., Perez, M.A., Stroessner, S.J.: The robotic social attributes scale (RoSAS): development and validation. In: Proceedings ACM/IEEE International Conference HRI (HRI 2017), New York, USA, pp. 254–262 (2017)
Cañigueral, R., Hamilton, A.F.C.: The role of eye gaze during natural social interactions in typical and autistic people. Frontiers Psychol. 10 (2019)
Faul, F., Erdfelder, E., Lang, A.G., Buchner, A.: G*Power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav. Res. Methods 39(2), 175–191 (2007)
Feingold-Polak, R., Elishay, A., Shahar, Y., Stein, M., Edan, Y., Levy-Tzedek, S.: Differences between young and old users when interacting with a humanoid robot: a qualitative usability study. Paladyn 9(1), 183–192 (2018)
Finger, H., Goeke, C., Diekamp, D., Standvoß, K., König, P.: LabVanced: a unified Javascript framework for online studies. In: Proceedings International Conference IC2S2 (IC2S2 2017), Cologne, Germany (2017)
Harada, C.N., Love, M.C.N., Triebel, K.: Normal cognitive aging. Clin. Geriatr. Med. 29, 737 (2013)
Hart, S.G., Staveland, L.E.: Development of NASA-TLX (Task Load Index): results of empirical and theoretical research. Adv. Psychol. 52, 139–183 (1988)
Kiilavuori, H., Sariola, V., Peltola, M.J., Hietanen, J.K.: Making eye contact with a robot: psychophysiological responses to eye contact with a human and with a humanoid robot. Biolog. Psychol. 158, 107989 (2021)
Kontogiorgos, D., et al.: The effects of anthropomorphism and non-verbal social behaviour in virtual assistants. In: Proceedings ACM International Conference IVA (IVA 2019), Paris, France, pp. 133–140 (2019)
Morillo-Mendez, L., Mozos, O.M.: Towards human-based models of behaviour in social robots: exploring age-related differences in the processing of gaze cues in human-robot interaction. In: Starting Artificial Intelligence Researchers Symposium (STAIRS 2020), Santiago de Compostela, Spain (2020)
Mutlu, B., Forlizzi, J., Hodgins, J.: A storytelling robot: Modeling and evaluation of human-like gaze behavior. In: Proceedings IEEE-RAS International Conference HUMANOIDS, Genoa, Italy, pp. 518–523 (2006)
Mutlu, B., Shiwa, T., Kanda, T., Ishiguro, H., Hagita, N.: Footing in human-robot conversations. In: Proceedings ACM/IEEE International Conference HRI (HRI 2009), La Jolla, California, USA, p. 61 (2009)
Mwangi, E., Barakova, E.I., Díaz-Boladeras, M., Mallofré, A.C., Rauterberg, M.: Directing attention through gaze hints improves task solving in human-humanoid interaction. Int. J. Soc. Robot. 10(3), 343–355 (2018)
Pino, M., Boulay, M., Jouen, F., Rigaud, A.S.: “Are we ready for robots that care for us?” Attitudes and opinions of older adults toward socially assistive robots. Frontiers Aging Neurosci. 7 (2015)
Pu, L., Moyle, W., Jones, C., Todorovic, M.: The effectiveness of social robots for older adults: a systematic review and meta-analysis of randomized controlled studies. Gerontologist 59, 37–51 (2019)
Slessor, G., Venturini, C., Bonny, E.J., Insch, P.M., Rokaszewicz, A., Finnerty, A.N.: Specificity of age-related differences in eye-gaze following: evidence from social and nonsocial stimuli. J. Gerontol. Series B 71, 11–22 (2016)
Zafrani, O., Nimrod, G.: Towards a holistic approach to studying human-robot interaction in later life. Gerontologist 59, 26–36 (2019)
Acknowledgments
This work is funded by the EU Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 754285, by the Wallenberg AI, Autonomous Systems and Software Program (WASP) funded by the Knut and Alice Wallenberg Foundation, and by the RobWellproject (No RTI2018-095599-A-C22) funded by the Spanish Ministerio de Ciencia, Innovación y Universidades. We want to thank the universities that helped us with the sample recruiting process: Complutense University of Madrid, University Carlos III of Madrid, University of Murcia and University of Alicante. The authors thank Neziha Akalin and Estefanía Sánchez-Pastor for their support in the initial stages of this study.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 Springer Nature Switzerland AG
About this paper
Cite this paper
Morillo-Mendez, L., Schrooten, M.G.S., Loutfi, A., Mozos, O.M. (2021). Age-Related Differences in the Perception of Eye-Gaze from a Social Robot. In: Li, H., et al. Social Robotics. ICSR 2021. Lecture Notes in Computer Science(), vol 13086. Springer, Cham. https://doi.org/10.1007/978-3-030-90525-5_30
Download citation
DOI: https://doi.org/10.1007/978-3-030-90525-5_30
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-90524-8
Online ISBN: 978-3-030-90525-5
eBook Packages: Computer ScienceComputer Science (R0)