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Research Articles

Counseling Chatbot Design: The Effect of Anthropomorphic Chatbot Characteristics on User Self-Disclosure and Companionship

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Pages 2781-2795 | Received 26 Apr 2022, Accepted 23 Dec 2022, Published online: 17 Jan 2023

References

  • Altman, I., & Taylor, D. A. (1973). Social penetration: The development of interpersonal relationships. Rinehart & Winston.
  • Bailenson, J. N., Yee, N., Merget, D., & Schroeder, R. (2006). The effect of behavioral realism and form realism of real-time avatar faces on verbal disclosure, nonverbal disclosure, emotion recognition, and copresence in dyadic interaction. Teleoperators and Virtual Environments, 15(4), 359–372. https://doi.org/10.1162/pres.15.4.359
  • Baptist, A. P., Thompson, M., Grossman, K. S., Mohammed, L., Sy, A., & Sanders, G. M. (2011). Social media, text messaging, and email: Preferences of asthma patients between 12 and 40 years old. The Journal of Asthma, 48(8), 824–830. https://doi.org/10.3109/02770903.2011.608460
  • Bendig, E., Erb, B., Schulze-Thuesing, L., & Baumeister, H. (2019). The next generation: Chatbots in clinical psychology and psychotherapy to foster mental health – A scoping review. Verhaltenstherapie, 2019 Aug 20, 1–13. https://doi.org/10.1159/000501812
  • Beutler, L. E., Malik, M., Alimohamed, S., Harwood, T. M., Talebi, H., Noble, S., & Wong, E. (2004). Therapist variables. In M. J. Lambert, A. E. Bergin and S. L. Garfield (Eds.), Handbook of psychotherapy and behavior change (5th ed., pp. 227–306). Wiley.
  • Bickmore, T. W., Caruso, L., Clough-Gorr, K., & Heeren, T. (2005). “It’s just like you talk to a friend” Relational agents for older adults. Interacting with Computers, 17(6), 711–735. https://doi.org/10.1016/j.intcom.2005.09.002
  • Bickmore, T. W., Puskar, K., Schlenk, E. A., Pfeifer, L. M., & Sereika, S. M. (2010). Maintaining reality: Relational agents for antipsychotic medication adherence. Interacting with Computers, 22(4), 276–288. https://doi.org/10.1016/j.intcom.2010.02.001
  • Bickmore, T., Schulman, D. (2007, April). Practical approaches to comforting users with relational agents. In CHI’07 extended abstracts on Human Factors in Computing Systems (pp. 2291–2296). https://doi.org/10.1145/1240866.1240996
  • Biswas, M., Murray, J. C. (2015, September). Towards an imperfect robot for long-term companionship: Case studies using cognitive biases. In Proceedings of 2015 International Conference on Intelligent Robots and Systems (pp. 5978–5983). IEEE.
  • Blow, A. J., Sprenkle, D. H., & Davis, S. D. (2007). Is who delivers the treatment more important than the treatment itself? The role of the therapist in common factors. Journal of Marital and Family Therapy, 33(3), 298–317. https://doi.org/10.1111/j.1752-0606.2007.00029.x
  • Buhrmester, D., & Furman, W. (1987). The development of companionship and intimacy. Child development, 58(4), 1101–1113.
  • Callejas, Z., López-Cózar, R., Ábalos, N., & Griol, D. (2011). Affective conversational agents: The role of personality and emotion in spoken interactions. In Conversational agents and natural language interaction: Techniques and effective practices (pp. 203–222). IGI Global.
  • Catrambone, R., Stasko, J., Xiao, J. (2019, April). Anthropomorphic agents as a user interface paradigm: Experimental findings and a framework for research. In Proceedings of the 24th Annual Conference of the Cognitive Science Society (pp. 166–171). Routledge.
  • Chang, C. W., & Heo, J. (2014). Visiting theories that predict college students’ self-disclosure on Facebook. Computers in Human Behavior, 30(January), 79–86. https://doi.org/10.1016/j.chb.2013.07.059
  • Chatfuel. (2015). Chatfuel. https://chatfuel.com.
  • Cormier, S., & Hackney, H. L. (2013). Counseling strategies and interventions: Pearson New International Edition. Pearson Higher Education.
  • Cozby, P. C. (1973). Self-disclosure: A literature review. Psychological bulletin, 79(2), 73–91. https://doi.org/10.1037/h0033950
  • Crowther, B., & More, D. M. (1972). Occupational stereotyping on initial impressions. Journal of Vocational Behavior, 2(1), 87–94. https://doi.org/10.1016/0001-8791(72)90010-3
  • Crutzen, R., Peters, G. J. Y., Portugal, S. D., Fisser, E. M., & Grolleman, J. J. (2011). An artificially intelligent chat agent that answers adolescents’ questions related to sex, drugs, and alcohol: An exploratory study. The Journal of Adolescent Health, 48(5), 514–519. https://doi.org/10.1016/j.jadohealth.2010.09.002
  • Cui, L., Huang, S., Wei, F., Tan, C., Duan, C., Zhou, M. (2017, July). Superagent: A customer service chatbot for e-commerce websites. In Proceedings of ACL 2017, System Demonstrations (pp. 97–102). https://doi.org/10.18653/v1/P17-4017
  • De Visser, E. J., Monfort, S. S., McKendrick, R., Smith, M. A., McKnight, P. E., Krueger, F., & Parasuraman, R. (2016). Almost human: Anthropomorphism increases trust resilience in cognitive agents. Journal of Experimental Psychology, 22(3), 331–349. https://doi.org/10.1037/xap0000092
  • Digman, J. M. (1989). Five robust trait dimensions: Development, stability, and utility. Journal of Personality, 57(2), 195–214. https://doi.org/10.1111/j.1467-6494.1989.tb00480.x
  • Eagly, A. H., & Wood, W. (2012, January). Social role theory. Handbook of Theories of Social Psychology, 2, 458–476.
  • Epley, N., Waytz, A., & Cacioppo, J. T. (2007). On seeing human: A three-factor theory of anthropomorphism. Psychological Review, 114(4), 864–886. https://doi.org/10.1037/0033-295X.114.4.864
  • Eysenck, H. J. (1967). The biological basis of personality (Vol. 689). Transaction Publishers.
  • Eysenck, H. J., & Eysenck, S. B. G. (1975). Manual of the Eysenck personality questionnaire (junior & adult). Hodder and Stoughton Educational.
  • Faul, F., Erdfelder, E., Buchner, A., & Lang, A. G. (2009). Statistical power analyses using G* Power 3.1: Tests for correlation and regression analyses. Behavior Research Methods, 41(4), 1149–1160. https://doi.org/10.3758/BRM.41.4.1149
  • Feine, J., Gnewuch, U., Morana, S., & Maedche, A. (2020). Gender bias in chatbot design [Paper presentation]. International Workshop on Chatbot Research and Design (pp. 79–93), Amsterdam, The Netherlands.
  • Gabrielli, S., Rizzi, S., Bassi, G., Carbone, S., Maimone, R., Marchesoni, M., & Forti, S. (2021). Engagement and effectiveness of a healthy-coping intervention via chatbot for university students during the covid-19 pandemic: Mixed methods proof-of-concept study. JMIR mHealth and uHealth, 9(5), e27965. https://doi.org/10.2196/27965
  • Gibbs, J. L., Ellison, N. B., & Heino, R. D. (2006). Self-presentation in online personals: The role of anticipated future interaction, self-disclosure, and perceived success in Internet dating. Communication Research, 33(2), 152–177. https://doi.org/10.1177/0093650205285368
  • Gong, L. (2008). How social is social responses to computers? The function of the degree of anthropomorphism in computer representations. Computers in Human Behavior, 24(4), 1494–1509. https://doi.org/10.1016/j.chb.2007.05.007
  • Gratch, J., Kang, S. H., & Wang, N. (2013). Using social agents to explore theories of rapport and emotional resonance. In J. Gratch, & S. Marsella (Eds.), Social emotions in nature and artifact (pp. 181–197). OUP.
  • Guo, Y., Yin, X., Liu, D., & Xu, S. X. (2020). “She is not just a computer”: Gender role of AI chatbots in debt collection [Paper presentation]. ICIS 2020 Proceedings. https://aisel.aisnet.org/icis2020/hci_artintel/hci_artintel/20
  • Heckman, C. E., Wobbrock, J. O. (2000, June). Put your best face forward: Anthropomorphic agents, e-commerce consumers, and the law. In Proceedings of the 4th International Conference on Autonomous Agents (pp. 435–442).
  • Heppner, P. P., Wampold, B. E., Owen, J., & Wang, K. T. (2015). Research design in counseling. Cengage Learning.
  • Jones, E. E., & Zoppel, C. L. (1982). Impact of client and therapist gender on psychotherapy process and outcome. Journal of Consulting and Clinical Psychology, 50(2), 259–272. https://doi.org/10.1037//0022-006x.50.2.259
  • Jourard, S. M., & Lasakow, P. (1958). Some factors in self-disclosure. The Journal of Abnormal and Social Psychology, 56(1), 91–98. https://doi.org/10.1037/h0043357
  • Kim, D. M., Wampold, B. E., & Bolt, D. M. (2006). Therapist effects in psychotherapy: A random-effects modeling of the National Institute of Mental Health Treatment of Depression Collaborative Research Program data. Psychotherapy Research, 16(2), 161–172. https://doi.org/10.1080/10503300500264911
  • Kim, S., Zhang, K., & Park, D. (2018). Don’t want to look dumb? The role of theories of intelligence and humanlike features in online help seeking. Psychological Science, 29(2), 171–180. https://doi.org/10.1177/0956797617730595
  • Kim, Y. K. (2013). The dimensionality of clients’ perceptions of counselor’s factors as therapeutic factors. The Korean Journal of Counseling and Psychotherapy, 25(2), 203–226. https://kiss.kstudy.com/thesis/thesis-view.asp?key=3144279
  • Koda, T. (1996). Agents with faces: A study on the effects of personification of software agents (Doctoral dissertation). Massachusetts Institute of Technology.
  • Lee, K. M., Peng, W., Jin, S. A., & Yan, C. (2006). Can robots manifest personality? An empirical test of personality recognition, social responses, and social presence in human–robot interaction. Journal of Communication, 56(4), 754–772. https://doi.org/10.1111/j.1460-2466.2006.00318.x
  • Lee, Y. C., Yamashita, N., Huang, Y., Fu, W. (2020, April 25–30). “I Hear You, I Feel You”: Encouraging deep self-disclosure through a chatbot [Paper presentation]. Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (pp. 1–12), Honolulu, HI, USA.
  • Li, J., Zhou, M. X., Yang, H., Mark, G. (2017, March). Confiding in and listening to virtual agents: The effect of personality. In Proceedings of the 22nd International Conference on Intelligent User Interfaces (pp. 275–286).
  • Lutz, W., Leon, S. C., Martinovich, Z., Lyons, J. S., & Stiles, W. B. (2007). Therapist effects in outpatient psychotherapy: A three-level growth curve approach. Journal of Counseling Psychology, 54(1), 32–39. https://doi.org/10.1037/0022-0167.54.1.32
  • Ma, M. L. Y., & Leung, L. (2006). Unwillingness-to-communicate, perceptions of the Internet and self-disclosure in ICQ. Telematics and Informatics, 23(1), 22–37. https://doi.org/10.1016/j.tele.2005.01.001
  • Mairesse, F., Walker, M. (2007, June). PERSONAGE: Personality generation for dialogue. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics (pp. 496–503).
  • McTear, M., Callejas, Z., & Griol, D. (2016). Affective conversational interfaces. In The conversational interface (pp. 329–357). Springer.
  • Moon, Y. (2000). Intimate exchanges: Using computers to elicit self-disclosure from consumers. Journal of Consumer Research, 26(4), 323–339. https://doi.org/10.1086/209566
  • Nass, C., & Lee, K. M. (2001). Does computer-synthesized speech manifest personality? Experimental tests of recognition, similarity-attraction, and consistency-attraction. Journal of Experimental Psychology, 7(3), 171–181.
  • Nass, C., & Moon, Y. (2000). Machines and mindlessness: Social responses to computers. Journal of Social Issues, 56(1), 81–103. https://doi.org/10.1111/0022-4537.00153
  • Oberlander, J., & Gill, A. J. (2006). Language with character: A stratified corpus comparison of individual differences in e-mail communication. Discourse Processes, 42(3), 239–270. https://doi.org/10.1207/s15326950dp4203_1
  • Oost, E. V., & Reed, D. (2010). June Towards a sociological understanding of robots as companions. In International conference on human-robot personal relationship (pp. 11–18). Springer.
  • Park, H.-J., & Kim, K.-W. (2013). A review of the literature on the concept and content of intake interview. Korean Journal of Play Therapy, 16(2), 107–123. https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART001772092
  • Pennebaker, J. W., & King, L. A. (1999). Linguistic styles: Language use as an individual difference. Journal of Personality and Social Psychology, 77(6), 1296–1312. https://doi.org/10.1037//0022-3514.77.6.1296
  • Reeves, B., & Nass, C. (1996). The media equation: How people treat computers, television, and new media like real people. Cambridge University Press.
  • Rogler, L. H., & Cortes, D. E. (1993). Help-seeking pathways: A unifying concept in mental health care. The American Journal of Psychiatry, 150(4), 554–561. https://doi.org/10.1176/ajp.150.4.554
  • Savin-Baden, M., Tombs, G., & Bhakta, R. (2015). Beyond robotic wastelands of time: Abandoned pedagogical agents and new pedalled pedagogies. E-Learning and Digital Media, 12(3–4), 295–314. https://doi.org/10.1177/2042753015571835
  • Seeger, A. M., Pfeiffer, J., & Heinzl, A. (2017, December). When do we need a human? Anthropomorphic design and trustworthiness of conversational agents. In Proceedings of the Sixteenth Annual Pre-ICIS Workshop on HCI Research in MIS (Vol 10). AISeL.
  • Shumanov, M., & Johnson, L. (2021). Making conversations with chatbots more personalized. Computers in Human Behavior, 117(April), 106627. https://doi.org/10.1016/j.chb.2020.106627
  • Siegel, M., Breazeal, C., Norton, M. I. (2009, October). Persuasive robotics: The influence of robot gender on human behavior. In 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems (pp. 2563–2568). IEEE.
  • Silvervarg, A., Raukola, K., Haake, M., Gulz, A. (2012, September). The effect of visual gender on abuse in conversation with ECAs. In Proceedings of the International Conference on Intelligent Virtual Agents (pp. 153–160). Springer.
  • Snell, W. E. Jr., Hampton, B. R., & McManus, P. (1992). The impact of counselor and participant gender on willingness to discuss relational topics: Development of the relationship disclosure scale. Journal of Counseling & Development, 70(3), 409–416. https://doi.org/10.1002/j.1556-6676.1992.tb01625.x
  • Tay, B., Jung, Y., & Park, T. (2014). When stereotypes meet robots: The double-edge sword of robot gender and personality in human–robot interaction. Computers in Human Behavior, 38(September), 75–84. https://doi.org/10.1016/j.chb.2014.05.014
  • Terada, K., Jing, L., Yamada, S. (2015, April). Effects of agent appearance on customer buying motivations on online shopping sites. In Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems (pp. 929–934).
  • Thorne, A. (1987). The press of personality: A study of conversations between introverts and extraverts. Journal of Personality and Social Psychology, 53(4), 718–726. https://doi.org/10.1037/0022-3514.53.4.718
  • Tracey, T. J. (1986). The stages of influence in counseling and psychotherapy. In F. J. Dorn (Ed.), The social influence process in counseling and psychotherapy (pp. 107–116). Charles C Thomas, Publisher.
  • Urbanbrush. (2019). Urbanbrush. https://www.urbanbrush.net/.
  • Vaidyam, A. N., Wisniewski, H., Halamka, J. D., Kashavan, M. S., & Torous, J. B. (2019). Chatbots and conversational agents in mental health: A review of the psychiatric landscape. The Canadian Journal of Psychiatry, 64(7), 456–464. https://doi.org/10.1177/0706743719828977
  • Van der Lee, C., Croes, E., de Wit, J., & Antheunis, M. (2019). Digital confessions: Exploring the role of chatbots in self-disclosure. In Proceeding of Third International Workshop, CONVERSATIONS 2019 (p. 21). https://conversations2019.files.wordpress.com/2019/11/conversations_2019_position-paper_21_web.pdf
  • Wampold, B. E., & Brown, G. S. J. (2005). Estimating variability in outcomes attributable to therapists: A naturalistic study of outcomes in managed care. Journal of Consulting and Clinical Psychology, 73(5), 914–923. https://doi.org/10.1037/0022-006X.73.5.914
  • Waytz, A., Heafner, J., & Epley, N. (2014). The mind in the machine: Anthropomorphism increases trust in an autonomous vehicle. Journal of Experimental Social Psychology, 52(May), 113–117. https://doi.org/10.1016/j.jesp.2014.01.005
  • Welfel, E. R., & Patterson, L. E. (2005). The counseling process: A multitheoretical integrative approach. Brooks/Cole Publishing Company.
  • Wheeless, L. R. (1976). Self‐disclosure and interpersonal solidarity: Measurement, validation, and relationships. Human Communication Research, 3(1), 47–61. https://doi.org/10.1111/j.1468-2958.1976.tb00503.x
  • Zanbaka, C., Goolkasian, P., Hodges, L. (2006, April). Can a virtual cat persuade you? The role of gender and realism in speaker persuasiveness. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 1153–1162).

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