Abstract
The present study investigated whether a smart voice assistant can induce social facilitation effect. We designed a 3 (social presence: alone, smart voice assistant, human assistant) × 2 (task difficulty: easy, difficult) within-subject experiment. Sixteen university students participated in the experiment. The results showed that a smart voice assistant could induce social facilitation effect when participants performed modular arithmetic tasks, i.e., the response time of easy tasks was shortened while that of difficult tasks was lengthened. No significant difference in accuracy rates was found among three social presence conditions. Intensities of social facilitation effect between smart voice assistant present and human assistant present showed similar strength. These findings provide practical implications in designing work organization modes involving smart voice assistants.
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References
Dousay, T.A., Hall, C.: Alexa, tell me about using a virtual assistant in the classroom. In: EdMedia + Innovate Learning, pp. 1413–1419. Association for the Advancement of Computing in Education (AACE) (2018)
Accenture: Reshape Relevance (2019). https://www.accenture.com/us-en/insights/high-tech/reshape-relevance
Hoy, M.B.: Alexa, Siri, Cortana, and more: an introduction to voice assistants. Med. Ref. Serv. Q. 37(1), 81–88 (2018)
Nass, C., Moon, Y.: Machines and mindlessness: social responses to computers. J. Soc. Issues 56(1), 81–103 (2000)
Reeves, B., Nass, C.: The Media Equation: How People Treat Computers, Television, and New Media Like Real People and Places. CSLI Publications and Cambridge University Press, Cambridge (1996)
Chattaraman, V., Kwon, W.S., Gilbert, J.E., Ross, K.: Should AI-Based, conversational digital assistants employ social- or task-oriented interaction style? A task-competency and reciprocity perspective for older adults. Comput. Hum. Behav. 90, 315–330 (2019)
Aiello, J.R., Douthitt, E.A.: Social facilitation from Triplett to electronic performance monitoring. Group Dyn. Theory Res. Pract. 5(3), 163–180 (2001)
Kiesler, S., Hinds, P.: Introduction to this special issue on human-robot interaction. Hum. Comput. Interact. 19(1–2), 1–8 (2004)
Park, S., Catrambone, R.: Social facilitation effects of virtual humans. Hum. Factors 49(6), 1054–1060 (2007)
Riether, N., Hegel, F., Wrede, B., Horstmann, G.: Social facilitation with social robots? In: Proceedings of the Seventh Annual ACM/IEEE International Conference on Human-Robot Interaction, pp. 41–48. ACM (2012)
Zanbaka, C.A., Ulinski, A.C., Goolkasian, P., Hodges, L.F.: Social responses to virtual humans: Implications for future interface design. In: Proceedings of the SIGCHI Conference on Human factors in Computing Systems, pp. 1561–1570. ACM (2007)
Guerin, B.: Social Facilitation. Wiley Online Library (2010)
Zajonc, R.B.: Social facilitation. Science 149(3681), 269–274 (1965)
Cottrell, N.B.: Social facilitation. In: McClintock, C.G. (ed.) Experimental Social Psychology, pp. 185–236. Holt, Rinehart & Winston, New York (1972)
Bond, C.F.: Social facilitation: a self-presentational view. J. Pers. Soc. Psychol. 42(6), 1042–1050 (1982)
Carver, C.S., Scheier, M.F.: The self-attention-induced feedback loop and social facilitation. J. Exp. Soc. Psychol. 17(6), 545–568 (1981)
Baron, R.S.: Distraction-conflict theory: Progress and problems. Adv. Exp. Soc. Psychol. 19, 1–40 (1986)
Baron, R.S., Moore, D., Sanders, G.S.: Distraction as a source of drive in social facilitation research. J. Pers. Soc. Psychol. 36(8), 816–824 (1978)
Groff, B.D., Baron, R.S., Moore, D.L.: Distraction, attentional conflict, and drivelike behavior. J. Exp. Soc. Psychol. 19(4), 359–380 (1983)
Sanders, G.S., Baron, R.S., Moore, D.L.: Distraction and social comparison as mediators of social facilitation effects. J. Exp. Soc. Psychol. 14(3), 291–303 (1978)
Olejnik, S., Algina, J.: Generalized eta and omega squared statistics: measures of effect size for some common research designs. Psychol. Methods 8(4), 434–447 (2003)
Liu, N., Yu, R., Yang, L., Lin, X.: Gender composition mediates social facilitation effect in co-action condition. Sci. Rep. 7(1), 15073 (2017)
Hayashi, Y.: Social facilitation effects by pedagogical conversational agent: lexical network analysis in an online explanation task. In: Proceedings of the 18th International Conference on Educational Data Mining, pp. 484–487. Madrid, Spain (2015)
Lee, K.M.: Presence, explicated. Commun. Theory 14(1), 27–50 (2004)
Pereira, A., Martinho, C., Leite, I., Paiva, A.: iCat, the chess player: the influence of embodiment in the enjoyment of a game. In: 7th International Conference on Autonomous. Agents and Multiagent System, IFAAMAS, pp. 1253–1256 (2008)
Kennedy, J., Baxter, P., Belpaeme, T.: Comparing robot embodiments in a guided discovery learning interaction with children. Int. J. Soc. Robots 7(2), 293–308 (2015)
Min Lee, K., Jung, Y., Kim, J., Kim, S.R.: Are physically embodied social agents better than disembodied social agents?: The effects of physical embodiment, tactile interaction, and people’s loneliness in human–robot interaction. Int. J. Hum Comput Stud. 64(10), 962–973 (2006)
Antheunis, M.L., Schouten, A.P., Valkenburg, P.M., Peter, J.: Interactive uncertainty reduction strategies and verbal affection in computer-mediated communication. Commun. Res. 39(6), 757–780 (2012)
Brown, S.A., Fuller, R.M., Vician, C.: Who’s afraid of the virtual world? Anxiety and computer-mediated communication. J. Assoc. Inf. Syst. 5(2), 79–107 (2004)
Rickenberg, R., Reeves, B.: The effects of animated characters on anxiety, task performance, and evaluations of user interfaces. In: Proceedings of the SIGCHI conference on Human Factors in Computing Systems, pp. 49–56. ACM (2000)
Acknowledgements
This work was supported by grants from Natural Science Foundation of China (Project No. 71901033), Beijing Natural Science Foundation (Project No. 9204029) and Chinese Fundamental Research Funds for the Central Universities (Project No. 2482019RC43).
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Liu, N., Pu, Q. (2020). Can Smart Voice Assistant Induce Social Facilitation Effect? A Preliminary Study. In: Rau, PL. (eds) Cross-Cultural Design. User Experience of Products, Services, and Intelligent Environments. HCII 2020. Lecture Notes in Computer Science(), vol 12192. Springer, Cham. https://doi.org/10.1007/978-3-030-49788-0_47
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