How Service Robots Facilitate User Self-Disclosure: The Roles of Personality, Animacy, and Automated Social Presence

References

• Aly, A., & Tapus, A. (2013). A model for synthesizing a combined verbal and nonverbal behavior based on personality traits in human-robot interaction [Paper presentation]. 2013 8th ACM/IEEE International Conference on Human-Robot Interaction (HRI), 325–332. https://doi.org/10.1109/HRI.2013.6483606
   Google Scholar
• Andriella, A., Siqueira, H., Fu, D., Magg, S., Barros, P., Wermter, S., Torras, C., & Alenyà, G. (2021). Do I have a personality? Endowing care robots with context-dependent personality traits. International Journal of Social Robotics, 13(8), 2081–2102. https://doi.org/10.1007/s12369-020-00690-5
   Web of Science ®Google Scholar
• Andrist, S., Mutlu, B., & Tapus, A. (2015). Look like me: Matching robot personality via gaze to increase motivation [Paper presentation]. Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 3603–3612. https://doi.org/10.1145/2702123.2702592
   Google Scholar
• Balconi, M., Fronda, G., & Bartolo, A. (2021). Affective, social, and informative gestures reproduction in human interaction: Hyperscanning and brain connectivity. Journal of Motor Behavior, 53(3), 296–315. https://doi.org/10.1080/00222895.2020.1774490
   PubMed Web of Science ®Google Scholar
• Barth, S., & de Jong, M. D. T. (2017). The privacy paradox – Investigating discrepancies between expressed privacy concerns and actual online behavior – A systematic literature review. Telematics and Informatics, 34(7), 1038–1058. https://doi.org/10.1016/j.tele.2017.04.013
   Web of Science ®Google Scholar
• Bartneck, C., Kulić, D., Croft, E., & Zoghbi, S. (2009). Measurement instruments for the anthropomorphism, animacy, likeability, perceived intelligence, and perceived safety of robots. International Journal of Social Robotics, 1(1), 71–81. https://doi.org/10.1007/s12369-008-0001-3
   Web of Science ®Google Scholar
• Bauminger, N., Finzi-Dottan, R., Chason, S., & Har-Even, D. (2008). Intimacy in adolescent friendship: The roles of attachment, coherence, and self-disclosure. Journal of Social and Personal Relationships, 25(3), 409–428. https://doi.org/10.1177/0265407508090866
   Web of Science ®Google Scholar
• Birnbaum, G. E., Mizrahi, M., Hoffman, G., Reis, H. T., Finkel, E. J., & Sass, O. (2016). What robots can teach us about intimacy: The reassuring effects of robot responsiveness to human disclosure. Computers in Human Behavior, 63, 416–423. https://doi.org/10.1016/j.chb.2016.05.064
   Web of Science ®Google Scholar
• Chang, R. C.-S., Lu, H.-P., & Yang, P. (2018). Stereotypes or golden rules? Exploring likable voice traits of social robots as active aging companions for tech-savvy baby boomers in Taiwan. Computers in Human Behavior, 84, 194–210. https://doi.org/10.1016/j.chb.2018.02.025
   Web of Science ®Google Scholar
• Collins, N. L., & Miller, L. C. (1994). Self-disclosure and liking: A meta-analytic review. Psychological Bulletin, 116(3), 457–475. https://doi.org/10.1037/0033-2909.116.3.457
   PubMed Web of Science ®Google Scholar
• Crumpton, J., & Bethel, C. L. (2016). A survey of using vocal prosody to convey emotion in robot speech. International Journal of Social Robotics, 8(2), 271–285. https://doi.org/10.1007/s12369-015-0329-4
   Web of Science ®Google Scholar
• 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: official Publication of the Society for Adolescent Medicine, 48(5), 514–519. https://doi.org/10.1016/j.jadohealth.2010.09.002
   PubMed Web of Science ®Google Scholar
• Dahlbäck, N., Jönsson, A., & Ahrenberg, L. (1993). Wizard of Oz studies: Why and how. Knowledge-Based Systems, 6(4), 258–266. https://doi.org/10.1016/0950-7051(93)90017-N
   Web of Science ®Google Scholar
• Doorn, J., Van, Mende, M., Noble, S. M., Hulland, J., Ostrom, A. L., Grewal, D., & Petersen, J. A. (2017). Domo Arigato Mr. Roboto: Emergence of automated social presence in organizational frontlines and customers’ service experiences. Journal of Service Research, 20(1), 43–58. https://doi.org/10.1177/1094670516679272
   Web of Science ®Google Scholar
• Dwivedi, Y. K., Hughes, L., Ismagilova, E., Aarts, G., Coombs, C., Crick, T., Duan, Y., Dwivedi, R., Edwards, J., Eirug, A., Galanos, V., Ilavarasan, P. V., Janssen, M., Jones, P., Kar, A. K., Kizgin, H., Kronemann, B., Lal, B., Lucini, B., … Williams, M. D. (2021). Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy. International Journal of Information Management, 57, 101994. https://doi.org/10.1016/j.ijinfomgt.2019.08.002
   Web of Science ®Google Scholar
• 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
   PubMed Web of Science ®Google Scholar
• Esteban, P. G., Bagheri, E., Elprama, S. A., Jewell, C. I. C., Cao, H.-L., De Beir, A., Jacobs, A., & Vanderborght, B. (2022). Should I be introvert or extrovert? A pairwise robot comparison assessing the perception of personality-based social robot behaviors. International Journal of Social Robotics, 14(1), 115–125. https://doi.org/10.1007/s12369-020-00715-z
   Web of Science ®Google Scholar
• Esterwood, C., Essenmacher, K., Yang, H., Zeng, F., & Robert, L. P. (2022). A personable robot: Meta-analysis of robot personality and human acceptance. IEEE Robotics and Automation Letters, 7(3), 6918–6925. https://doi.org/10.1109/LRA.2022.3178795
   Web of Science ®Google Scholar
• Fan, S., Blanco-Davis, E., Zhang, J., Bury, A., Warren, J., Yang, Z., Yan, X., Wang, J., & Fairclough, S. (2021). The role of the prefrontal cortex and functional connectivity during maritime operations: An fNIRS study. Brain and Behavior, 11(1), e01910. https://doi.org/10.1002/brb3.1910
   PubMed Web of Science ®Google Scholar
• 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
   PubMed Web of Science ®Google Scholar
• Forgas-Coll, S., Huertas-Garcia, R., Andriella, A., & Alenyà, G. (2022). The effects of gender and personality of robot assistants on customers’ acceptance of their service. Service Business, 16(2), 359–389. https://doi.org/10.1007/s11628-022-00492-x
   Web of Science ®Google Scholar
• Gouthier, M. H. J., Nennstiel, C., Kern, N., & Wendel, L. (2022). The more the better? Data disclosure between the conflicting priorities of privacy concerns, information sensitivity and personalization in e-commerce. Journal of Business Research, 148, 174–189. https://doi.org/10.1016/j.jbusres.2022.04.034
   Web of Science ®Google Scholar
• Hlee, S., Park, J., Park, H., Koo, C., & Chang, Y. (2022). Understanding customer’s meaningful engagement with AI-powered service robots. Information Technology & People, 36(3), 1020–1047. https://doi.org/10.1108/ITP-10-2020-0740
   Web of Science ®Google Scholar
• Ho, A., Hancock, J., & Miner, A. S. (2018). Psychological, relational, and emotional effects of self-disclosure after conversations with a chatbot. The Journal of Communication, 68(4), 712–733. https://doi.org/10.1093/joc/jqy026
   PubMed Web of Science ®Google Scholar
• Hu, X., Zhuang, C., Wang, F., Liu, Y.-J., Im, C.-H., & Zhang, D. (2019). fNIRS evidence for recognizably different positive emotions. Frontiers in Human Neuroscience, 13, 120. https://doi.org/10.3389/fnhum.2019.00120
   PubMed Web of Science ®Google Scholar
• Huang, M.-H., & Rust, R. T. (2018). Artificial intelligence in service. Journal of Service Research, 21(2), 155–172. https://doi.org/10.1177/1094670517752459
   Web of Science ®Google Scholar
• Ischen, C., Butler, J., & Ohme, J. (2023). Chatting about the unaccepted: Self-disclosure of unaccepted news exposure behaviour to a chatbot. Behaviour & Information Technology, 1–13. https://doi.org/10.1080/0144929X.2023.2237605
   Web of Science ®Google Scholar
• Jin, S. V., & Youn, S. (2023). Social presence and imagery processing as predictors of chatbot continuance intention in human-AI-interaction. International Journal of Human–Computer Interaction, 39(9), 1874–1886. https://doi.org/10.1080/10447318.2022.2129277
   Web of Science ®Google Scholar
• Kang, E., & Kang, Y. A. (2023). Counseling chatbot design: The effect of anthropomorphic chatbot characteristics on user self-disclosure and companionship. International Journal of Human–Computer Interaction, 1–15. https://doi.org/10.1080/10447318.2022.2163775
   Web of Science ®Google Scholar
• Kim, T. W., Jiang, L., Duhachek, A., Lee, H., & Garvey, A. (2022). Do you mind if I ask you a personal question? How AI service agents alter consumer self-disclosure. Journal of Service Research, 25(4), 649–666. https://doi.org/10.1177/10946705221120232
   Web of Science ®Google Scholar
• Kreplin, U., & Fairclough, S. (2013). Activation of the rostromedial prefrontal cortex during the experience of positive emotion in the context of esthetic experience. An fNIRS study. Frontiers in Human Neuroscience, 7, 879. https://doi.org/10.3389/fnhum.2013.00879
   PubMed Web of Science ®Google Scholar
• Laurenceau, J.-P., Barrett, L. F., & Pietromonaco, P. R. (1998). Intimacy as an interpersonal process: The importance of self-disclosure, partner disclosure, and perceived partner responsiveness in interpersonal exchanges. Journal of Personality and Social Psychology, 74(5), 1238–1251. https://doi.org/10.1037/0022-3514.74.5.1238
   PubMed Web of Science ®Google Scholar
• Lawrence, M. A. (2016). ez: Easy analysis and visualization of factorial experiments. R package version 4.4-0. 4(2).
   Google Scholar
• Lee, J., & Lee, D. (2023). User perception and self-disclosure towards an AI psychotherapy chatbot according to the anthropomorphism of its profile picture. Telematics and Informatics, 85, 102052. https://doi.org/10.1016/j.tele.2023.102052
   Web of Science ®Google Scholar
• Lee, J., Lee, D., & Lee, J. (2022). Influence of rapport and social presence with an AI psychotherapy chatbot on users’ self-disclosure. International Journal of Human–Computer Interaction, 1–12. https://doi.org/10.1080/10447318.2022.2146227
   Web of Science ®Google Scholar
• Lee, K. M., Peng, W., Jin, S.-A 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
   Web of Science ®Google Scholar
• Lee, S., & Choi, J. (2017). Enhancing user experience with conversational agent for movie recommendation: Effects of self-disclosure and reciprocity. International Journal of Human-Computer Studies, 103, 95–105. https://doi.org/10.1016/j.ijhcs.2017.02.005
   Web of Science ®Google Scholar
• Lei, X., & Rau, P.-L P. (2023). Emotional responses to performance feedback in an educational game during cooperation and competition with a robot: Evidence from fNIRS. Computers in Human Behavior, 138, 107496. https://doi.org/10.1016/j.chb.2022.107496
   Web of Science ®Google Scholar
• Li, M., Guo, F., Wang, X., Chen, J., & Ham, J. (2023). Effects of robot gaze and voice human-likeness on users’ subjective perception, visual attention, and cerebral activity in voice conversations. Computers in Human Behavior, 141, 107645. https://doi.org/10.1016/j.chb.2022.107645
   Web of Science ®Google Scholar
• Li, S., Feng, B., Li, N., & Tan, X. (2015). How social context cues in online support-seeking influence self-disclosure in support provision. Communication Quarterly, 63(5), 586–602. https://doi.org/10.1080/01463373.2015.1078389
   Web of Science ®Google Scholar
• Li, Z., & Rau, P.-L P. (2019). Effects of self-disclosure on attributions in human–IoT conversational agent interaction. Interacting with Computers, 31(1), 13–26. https://doi.org/10.1093/iwc/iwz002
   Web of Science ®Google Scholar
• Li, Z., Rau, P.-L P., & Huang, D. (2019). Self-disclosure to an IoT conversational agent: Effects of space and user context on users’ willingness to self-disclose personal information. Applied Sciences, 9(9), 1887. https://doi.org/10.3390/app9091887
   Google Scholar
• Lim, G., & Kim, H. (2022). Distinctive roles of mPFC subregions in forming impressions and guiding social interaction based on others’ social behaviour. Social Cognitive and Affective Neuroscience, 17(12), 1118–1130. https://doi.org/10.1093/scan/nsac037
   PubMed Web of Science ®Google Scholar
• Lippa, R. A., & Dietz, J. K. (2000). The relation of gender, personality, and intelligence to judges’ accuracy in judging strangers’ personality from brief video segments. Journal of Nonverbal Behavior, 24(1), 25–43. https://doi.org/10.1023/A:1006610805385
   Web of Science ®Google Scholar
• Lohse, M., Hanheide, M., Wrede, B., Walters, M. L., Koay, K. L., Syrdal, D. S., Green, A., Huttenrauch, H., Dautenhahn, K., Sagerer, G., & Severinson-Eklundh, K. (2008). Evaluating extrovert and introvert behaviour of a domestic robot—A video study [Paper presentation]. RO-MAN 2008 - The 17th IEEE International Symposium on Robot and Human Interactive Communication, 488–493. https://doi.org/10.1109/ROMAN.2008.4600714
   Google Scholar
• Lucas, G. M., Gratch, J., King, A., & Morency, L.-P. (2014). It’s only a computer: Virtual humans increase willingness to disclose. Computers in Human Behavior, 37, 94–100. https://doi.org/10.1016/j.chb.2014.04.043
   Web of Science ®Google Scholar
• Meerbeek, B., Hoonhout, J., Bingley, P., & Terken, J. M. B. (2008). The influence of robot personality on perceived and preferred level of user control. Interaction Studies. Social Behaviour and Communication in Biological and Artificial Systems, 9(2), 204–229. https://doi.org/10.1075/is.9.2.04mee
   Web of Science ®Google Scholar
• Meng, J., & Dai, Y. (2021). Emotional support from AI chatbots: Should a supportive partner self-disclose or not? Journal of Computer-Mediated Communication, 26(4), 207–222. https://doi.org/10.1093/jcmc/zmab005
   Web of Science ®Google Scholar
• Midha, S., Maior, H. A., Wilson, M. L., & Sharples, S. (2021). Measuring mental workload variations in office work tasks using fNIRS. International Journal of Human-Computer Studies, 147, 102580. https://doi.org/10.1016/j.ijhcs.2020.102580
   Web of Science ®Google Scholar
• Mileounis, A., Cuijpers, R. H., & Barakova, E. I. (2015). Creating robots with personality: The effect of personality on social intelligence. In J. M. Ferrández Vicente, J. R. Álvarez-Sánchez, F. de la Paz López, Fco. J. Toledo-Moreo, & H. Adeli (Eds.), Artificial computation in biology and medicine (pp. 119–132). Springer International Publishing. https://doi.org/10.1007/978-3-319-18914-7_13
   Google Scholar
• Mou, Y., Shi, C., Shen, T., & Xu, K. (2020). A systematic review of the personality of robot: Mapping its conceptualization, operationalization, contextualization and effects. International Journal of Human–Computer Interaction, 36(6), 591–605. https://doi.org/10.1080/10447318.2019.1663008
   Web of Science ®Google Scholar
• Mou, Y., Zhang, L., Wu, Y., Pan, S., & Ye, X. (2023). Does self-disclosing to a robot induce liking for the robot? Testing the disclosure and liking hypotheses in human–robot interaction. International Journal of Human–Computer Interaction, 1–12. https://doi.org/10.1080/10447318.2022.2163350
   Web of Science ®Google Scholar
• Munnukka, J., Talvitie-Lamberg, K., & Maity, D. (2022). Anthropomorphism and social presence in Human–Virtual service assistant interactions: The role of dialog length and attitudes. Computers in Human Behavior, 135, 107343. https://doi.org/10.1016/j.chb.2022.107343
   Web of Science ®Google Scholar
• 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: Applied, 7(3), 171–181. https://doi.org/10.1037/1076-898X.7.3.171
   PubMed Web of Science ®Google Scholar
• 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
   Web of Science ®Google Scholar
• Nass, C., Steuer, J., & Tauber, E. R. (1994). Computers are social actors [Paper presentation]. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 72–78. https://doi.org/10.1145/191666.191703
   Google Scholar
• Neerincx, A., Edens, C., Broz, F., Li, Y., & Neerincx, M. (2022). Self-Disclosure to a Robot “In-the-Wild”: Category, Human Personality and Robot Identity [Paper presentation]. 2022 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 584–591. https://doi.org/10.1109/RO-MAN53752.2022.9900566
   Google Scholar
• Ozawa, S., Matsuda, G., & Hiraki, K. (2014). Negative emotion modulates prefrontal cortex activity during a working memory task: A NIRS study. Frontiers in Human Neuroscience, 8, 46. https://doi.org/10.3389/fnhum.2014.00046
   PubMed Web of Science ®Google Scholar
• Paetzel-Prüsmann, M., Perugia, G., & Castellano, G. (2021). The influence of robot personality on the development of uncanny feelings. Computers in Human Behavior, 120, 106756. https://doi.org/10.1016/j.chb.2021.106756
   Web of Science ®Google Scholar
• Pearce, W. B., & Sharp, S. M. (1973). Self-disclosing communication. The Journal of Communication, 23(4), 409–425. https://doi.org/10.1111/j.1460-2466.1973.tb00958.x
   PubMed Web of Science ®Google Scholar
• Perello-March, J., Burns, C. G., Woodman, R., Birrell, S., & Elliott, M. T. (2023). How do drivers perceive risks during automated driving scenarios? An fNIRS neuroimaging study. Human Factors, 187208231185705. https://doi.org/10.1177/00187208231185705
   PubMed Web of Science ®Google Scholar
• Pickard, M. D., & Roster, C. A. (2020). Using computer automated systems to conduct personal interviews: Does the mere presence of a human face inhibit disclosure? Computers in Human Behavior, 105, 106197. https://doi.org/10.1016/j.chb.2019.106197
   Web of Science ®Google Scholar
• Pizzi, G., Vannucci, V., Mazzoli, V., & Donvito, R. (2023). I, chatbot! The impact of anthropomorphism and gaze direction on willingness to disclose personal information and behavioral intentions. Psychology & Marketing, 40(7), 1372–1387. https://doi.org/10.1002/mar.21813
   Web of Science ®Google Scholar
• Powers, A., Kiesler, S., Fussell, S., & Torrey, C. (2007). Comparing a computer agent with a humanoid robot [Paper presentation]. Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 145–152. https://doi.org/10.1145/1228716.1228736
   Google Scholar
• Robert, L. P., Alahmad, R., Esterwood, C., Kim, S., You, S., & Zhang, Q. (2020). A review of personality in human–robot interactions. Foundations and Trends® in Information Systems, 4(2), 107–212. https://doi.org/10.1561/2900000018
   Google Scholar
• Roesler, E., Manzey, D., & Onnasch, L. (2021). A meta-analysis on the effectiveness of anthropomorphism in human-robot interaction. Science Robotics, 6(58), eabj5425. https://doi.org/10.1126/scirobotics.abj5425
   PubMed Web of Science ®Google Scholar
• Rosenthal-von der Pütten, A. M., Krämer, N. C., & Herrmann, J. (2018). The effects of humanlike and robot-specific affective nonverbal behavior on perception, emotion, and behavior. International Journal of Social Robotics, 10(5), 569–582. https://doi.org/10.1007/s12369-018-0466-7
   Web of Science ®Google Scholar
• Saffarizadeh, K., Keil, M., Boodraj, M., & Alashoor, T. (2023). My name is Alexa. What’s your name?” The impact of reciprocal self-disclosure on post-interaction trust in conversational agents. Journal of the Association for Information Systems. https://doi.org/10.17705/1jais.00839
   Google Scholar
• Sah, Y. J., & Peng, W. (2015). Effects of visual and linguistic anthropomorphic cues on social perception, self-awareness, and information disclosure in a health website. Computers in Human Behavior, 45, 392–401. https://doi.org/10.1016/j.chb.2014.12.055
   Web of Science ®Google Scholar
• Soleymani, M., Stefanov, K., Kang, S.-H., Ondras, J., & Gratch, J. (2019). Multimodal analysis and estimation of intimate self-disclosure [Paper presentation]. 2019 International Conference on Multimodal Interaction, 59–68. https://doi.org/10.1145/3340555.3353737
   Google Scholar
• Staffa, M., Rossi, A., Bucci, B., Russo, D., & Rossi, S. (2021). Shall I be like you? Investigating robot’s personalities and occupational roles for personalised HRI. In H. Li, S. S. Ge, Y. Wu, A. Wykowska, H. He, X. Liu, D. Li, & J. Perez-Osorio (Eds.), Social robotics (pp. 718–728). Springer International Publishing. https://doi.org/10.1007/978-3-030-90525-5_63
   Google Scholar
• Sundar, S. S., Jung, E. H., Waddell, T. F., & Kim, K. J. (2017). Cheery companions or serious assistants? Role and demeanor congruity as predictors of robot attraction and use intentions among senior citizens. International Journal of Human-Computer Studies, 97, 88–97. https://doi.org/10.1016/j.ijhcs.2016.08.006
   Web of Science ®Google Scholar
• Szczepanski, S. M., & Knight, R. T. (2014). Insights into human behavior from lesions to the prefrontal cortex. Neuron, 83(5), 1002–1018. https://doi.org/10.1016/j.neuron.2014.08.011
   PubMed Web of Science ®Google Scholar
• Tausczik, Y., & Pennebaker, J. (2010). The psychological meaning of words: LIWC and computerized text analysis methods. Journal of Language and Social Psychology, 29(1), 24–54. https://doi.org/10.1177/0261927X09351676
   Web of Science ®Google Scholar
• Verhagen, T., van Nes, J., Feldberg, F., & van Dolen, W. (2014). Virtual customer service agents: Using social presence and personalization to shape online service encounters. Journal of Computer-Mediated Communication, 19(3), 529–545. https://doi.org/10.1111/jcc4.12066
   Web of Science ®Google Scholar
• Widener, A., & Lim, S. (2020). Need to belong, privacy concerns and self-disclosure in AI chatbot interaction. Journal of Digital Contents Society, 21(12), 2203–2210. https://doi.org/10.9728/dcs.2020.21.12.2203
   Google Scholar
• Yoganathan, V., Osburg, V.-S., Kunz, W. H., & Toporowski, W. (2021). Check-in at the Robo-desk: Effects of automated social presence on social cognition and service implications. Tourism Management, 85, 104309. https://doi.org/10.1016/j.tourman.2021.104309
   Web of Science ®Google Scholar
• Yorgancigil, E., Yildirim, F., Urgen, B. A., & Erdogan, S. B. (2022). An exploratory analysis of the neural correlates of human-robot interactions with functional near infrared spectroscopy. Frontiers in Human Neuroscience, 16, 883905. https://doi.org/10.3389/fnhum.2022.883905
   PubMed Web of Science ®Google Scholar
• Yu, Q., Nguyen, T., Prakkamakul, S., & Salehi, N. (2019). “I almost fell in love with a machine”: Speaking with computers affects self-disclosure [Paper presentation]. Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 1–6. https://doi.org/10.1145/3290607.3312918
   Google Scholar
• Zhang, A., & Rau, P.-L P. (2023). Tools or peers? Impacts of anthropomorphism level and social role on emotional attachment and disclosure tendency towards intelligent agents. Computers in Human Behavior, 138, 107415. https://doi.org/10.1016/j.chb.2022.107415
   Web of Science ®Google Scholar