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Effect of Robot’s Whispering Behavior on People’s Motivation

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Abstract

This paper presents the effect of a robot’s whispering behavior on people’s motivation. Here, “whispering behavior” consists of a whispering cue and a small voice, which provides a natural sense of physical proximity in a context of confidentiality, thus increasing intimacy. A laboratory experiment was conducted to investigate this effect. In the experiment, a robot requested the participants to perform an annoying task that involved writing as many equations in a 9×9 multiplication table as possible. The result showed that the whispering cue improved task performance as measured by the number of written equations and writing time. The small voice, however, had no effect. Furthermore, to investigate the effectiveness of a robot’s whispering behavior on recommendations, we conducted a field trial in a shopping mall. The results showed the effectiveness of whispering on recommendations, suggesting that whispering behaviors are useful for various services that aim to build motivation, such as advertisements, sales promotions, and encouragement to study.

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Notes

  1. This paper is an extended version of previous work [12], and additionally contains the results of a preliminary experiment, a report on a field trial in a shopping mall, and more detailed discussions.

References

  1. Reeves B, Nass C (1996) The media equation: how people treat computers, television, and new media like real people and places. University of Chicago Press, Chicago

    Google Scholar 

  2. Fogg BJ (2002) Persuasive technology: using computers to change what we think and do. Morgan Kaufmann, San Mateo

    Google Scholar 

  3. Shinozawa K, Naya F, Yamato J, Kogure K (2005) Differences in effect of robot and screen agent recommendations on human decision-making. Int J Hum-Comput Stud 62(2):267–279

    Article  Google Scholar 

  4. Gross HM, Boehme HJ, Schroeter Ch, Mueller St, Koenig A, Martin Ch, Merten M, Bley A (2008) ShopBot: progress in developing an interactive mobile shopping assistant for everyday use. In: IEEE international conference on systems, man and cybernetics, pp 3471–3478

    Google Scholar 

  5. Shiomi M, Kanda T, Glas DF, Satake S, Ishiguro H, Hagita N (2009) Field trial of networked social robots in a shopping mall. In: Proceedings of the IEEE/RSJ international conference on intelligent robots and systems

    Google Scholar 

  6. Kelman HC (1961) Processes of opinion change. Public Opin Q 25(1):57–78

    Article  Google Scholar 

  7. Hall ET (1990) The hidden dimension. Anchor Books

  8. Argyle M, Dean J (1965) Eye-contact distance and affiliation. Sociometry 28(3):289–304

    Article  Google Scholar 

  9. Haase RF, Tepper DT (1972) Nonverbal components of empathic communication. J Couns Psychol 19(5):417–424

    Article  Google Scholar 

  10. Fogg BJ (2010) Behavior wizard: a method for matching target behaviors with solutions. Persuas Technol 6137:117–131

    Article  Google Scholar 

  11. McGuire WJ (1985) Handbook of social psychology, Chapter: Attitudes and attitude change, pp 233–346. Random House, New York

    Google Scholar 

  12. Shiomi M, Nakagawa K, Matsumura R, Shinozawa K, Ishiguro H, Hagita N (2010) “Could I have a word?” Effects of robot’s whisper. In: 2010 IEEE/RSJ international conference on intelligent robots and systems

    Google Scholar 

  13. Petty RE, Cacioppo JT (1986) Communication and persuasion: central and peripheral routes to attitude change. Springer, Berlin

    Google Scholar 

  14. Bickman L (1971) The effect of social status on the honesty of others. J Soc Psychol 85:87–92

    Article  Google Scholar 

  15. Bickman L (1974) The social power of a uniform. J Appl Soc Psychol 4:47–61

    Google Scholar 

  16. Pallak SR (1983) Salience of a communicator’s physical attractiveness and persuasion: a heuristic versus systematic processing interpretation. Social Cogn 2:158–170

    Article  Google Scholar 

  17. Pallak SR, Murroni E, Koch J (1983) Communicator effectiveness and expertise, emotional versus rational appeals, and persuasion: a heuristic versus systematic processing interpretation. Social Cogn 2:122–141

    Article  Google Scholar 

  18. Kanda T, Miyashita T, Osada T, Haikawa Y, Ishiguro H (2008) Analysis of humanoid appearances in human-robot interaction. IEEE Trans Robot 24(3):725–735

    Article  Google Scholar 

  19. Siegel M, Breazeal C, Norton MI (2009) Persuasive robotics: The influence of robot gender on human behavior. In: Proceedings of the IEEE/RSJ international conference on intelligent robots and systems, pp 2563–2568

    Google Scholar 

  20. Kidd CD, Breazeal C (2004) Effect of a robot on user perceptions. In: Proceedings of the IEEE/RSJ international conference on intelligent robots and systems, pp 3559–3564

    Google Scholar 

  21. Powers A, Kiesler S, Fussell S, Torrey C (2007) Comparing a computer agent with a humanoid robot. In: Proceedings of the ACM/IEEE international conference on human-robot interaction, pp 145–152

    Chapter  Google Scholar 

  22. Bainbridge WA, Hart J, Kim ES, Scassellati B (2008) The effect of presence on human-robot interaction. In: IEEE international symposium on robot and human interactive communication, pp 701–706

    Chapter  Google Scholar 

  23. Mehrabian A (1968) Inference of attitude from the posture orientation, and distance of a communication. J Couns Clin Psychol 32:296–308

    Article  Google Scholar 

  24. Byrne D, Ervin CR, Lamberth J (1970) Continuity between the experimental study of attraction and real-life computer dating. J Pers Soc Psychol 16:157–165

    Article  Google Scholar 

  25. Gueguen N (2002) Touch, awareness of touch, and compliance with a request. Percept Mot Skills 95(2):355–360

    Article  Google Scholar 

  26. Fisher JD, Rytting M, Heslin R (1976) Hands touching hands: affective and evaluative effects of an interpersonal touch. Sociometry 39:416–421

    Article  Google Scholar 

  27. Siegman AW (1987) Nonverbal behaviors and communication, Chapter: The telltale voice: nonverbal messages of verbal communication, pp 351–434. Erlbaum, Hilsdale

    Google Scholar 

  28. Pope B, Siegman AW (1966) Ambiguity and verbal fluency in the TAT. J Consult Psychol 30:239–245

    Article  Google Scholar 

  29. Kanda T, Sato R, Saiwaki N, Ishiguro H (2004) Friendly social robot that understands human’s friendly relationships. In: Proceedings of the IEEE/RSJ international conference on intelligent robots and systems, pp 2215–2222

    Google Scholar 

  30. Collins NL, Miller LC (1994) Self-disclosure and liking: a meta-analytic review. Psychol Bull 116(3):457–475

    Article  Google Scholar 

  31. Reis HT, Shaver P (1988) Handbook of personal relationships, Chapter: Intimacy as an interpersonal process, pp 367–389. Wiley, Chichester

    Google Scholar 

  32. Kawai H, Toda T, Ni J, Tsuzaki M, Tokuda K (2004) XIMERA: a new TTS from ATR based on corpus-based technologies. In: Proceedings of fifth ISCA workshop on speech synthesis, pp 179–184

    Google Scholar 

  33. Dahlback D, Jonsson A, Ahrenberg L (1993) Wizard of oz studies-why and how. Knowl-Based Syst 6(4):258–266

    Article  Google Scholar 

  34. Kanda T, Shiomi M, Miyashita Z, Ishiguro H, Hagita N (2010) A communication robot in a shopping mall. IEEE Trans Robot 26:897–913

    Article  Google Scholar 

  35. Gross H-M, Boehme H, Schroeter Ch, Mueller S, Koenig A, Einhorn E, Martin Ch, Merten M, Bley A (2009) Toomas: interactive shopping guide robots in everyday use—final implementation and experiences from long-term field trials. In: IROS’09: Proceedings of the 2009 IEEE/RSJ international conference on intelligent robots and systems, pp 2005–2012. IEEE Press, New York

    Chapter  Google Scholar 

  36. Freedman J, Fraser S (1966) Compliance without pressure: the foot-in-the-door technique. J Pers Soc Psychol 4:195–202

    Article  Google Scholar 

  37. Sugiyama O, Shinozawa K, Akimoto T, Hagita N (2010) Inheritance of personal factors among multi-robot healthcare system. In: Proceedings of workshop on ubiquitous networking robotics: an approach for human-robot interaction in the IEEE/RSJ international conference on intelligent robots and systems

    Google Scholar 

  38. Kanda T, Ishiguro H, Imai M, Ono T (2004) Development and evaluation of interactive humanoid robots. Proc IEEE 92(11):1839–1850 (Special issue on human interactive robot for psychological enrichment)

    Article  Google Scholar 

  39. Hosoda Y, Egawa S, Tamamoto J, Yamamoto K, Nakamura R, Togami M (2006) Basic design of human-symbiotic robot emiew. In: Proceedings of the IEEE/RSJ international conference on intelligent robots and systems, pp 5079–5084

    Chapter  Google Scholar 

  40. Kato S, Ohshiro S, Itoh H, Kimura K (2004) Development of a communication robot ifbot. In: IEEE international conference on robotics and automation, pp 697–702

    Google Scholar 

  41. Kanda T, Sato R, Saiwaki N, Ishiguro H (2007) A two-month field trial in an elementary school for long-term human-robot interaction. IEEE Trans Robot, 23(5):962–971 (Special issue on human-robot interaction)

    Article  Google Scholar 

  42. Nakagawa K, Shinozawa K, Matsumura R, Ishiguro H, Hagita N (2010) Emotional motion modification method using subtle expressions for humanoid robots. The Transaction of Human Interface Society, 12(3) (in Japanese)

  43. Nakagawa K, Shiomi M, Shinozawa K, Matsumura R, Ishiguro H, Hagita N (2011) Effect of robot’s active touch on people’s motivation. In: 6th ACM/IEEE international conference on human-robot interaction (HRI2011), pp 465–472

    Google Scholar 

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Acknowledgements

We thank the staff of the Asia and Pacific Trade Center Co., Ltd. for their kind cooperation. We also thank Yoshifumi Nakagawa, Seiji Tachibana, Hiroshi Atsuta, Guan Wenjiao, and Tong Mingyu of the Kiban-PP project at Osaka University for their help. This research was supported by the Ministry of Internal Affairs and Communications of Japan.

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Correspondence to Kayako Nakagawa.

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Nakagawa, K., Shiomi, M., Shinozawa, K. et al. Effect of Robot’s Whispering Behavior on People’s Motivation. Int J of Soc Robotics 5, 5–16 (2013). https://doi.org/10.1007/s12369-012-0141-3

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  • DOI: https://doi.org/10.1007/s12369-012-0141-3

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