When a Talking-Face Computer Agent is Half-Human and Half-Humanoid: Human Identity and Consistency Preference
Abstract
Computer-generated anthropomorphic characters are a growing type of communicator that is deployed in digital communication environments. An essential theoretical question is how people identify humanlike but clearly artificial, hence humanoid, entities in comparison to natural human ones. This identity categorization inquiry was approached under the framework of consistency and tested through examining inconsistency effects from mismatching categories. Study 1 (N = 80), incorporating a self-disclosure task, tested participants’ responses to a talking-face agent, which varied in four combinations of human versus humanoid faces and voices. In line with the literature on inconsistency, the pairing of a human face with a humanoid voice or a humanoid face with a human voice led to longer processing time in making judgment of the agent and less trust than the pairing of a face and a voice from either the human or the humanoid category. Female users particularly showed negative attitudes toward inconsistently paired talking faces. Study 2 (N = 80), using a task that stressed comprehension demand, replicated the inconsistency effects on judging time and females’ negative attitudes but not for comprehension-related outcomes. Voice clarity overshadowed the consistency concern for comprehension-related responses. The overall inconsistency effects suggest that people treat humanoid entities in a different category from natural human ones.
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The growing variety of media agents led to research that supported different explanatory mechanisms for the effects of CASA.
“The growing variety of media agents, however, led to research that supported different explanatory mechanisms for the effects of CASA (e.g., Gong & Nass, 2007).”
From Building a Stronger CASA: Extending the Computers Are Social Actors Paradigm (2020) · cites this paper as Gong & Nass, 2007
Anthropomorphism is a key determinant of how media agents are evaluated.
“Anthropomorphism is a key determinant of how media agents are evaluated (Blascovich et al., 2002; Gong & Nass, 2007; E. J. Lee, 2010a, 2010b; Rosenthal-Von der Pütten & Krämer, 2014).”
From Building a Stronger CASA: Extending the Computers Are Social Actors Paradigm (2020) · cites this paper as Gong & Nass, 2007
Cites
Nonparametric Statistics for the Behavioral Sciences
Guitton, H., & Siegel, S. (1958) · Revue économique · doi:10.2307/3498751 · Cited by 35,281 · see citing works
Advances In Experimental Social Psychology
(2022) · Advances in experimental social psychology · doi:10.1016/s0065-2601(22)x0002-6 · Cited by 22,559 · see citing works
Studies of interference in serial verbal reactions
Stroop, J. R. (1935) · Journal of Experimental Psychology · doi:10.1037/h0054651 · Cited by 18,622 · see citing works
The Social Identity Theory of Intergroup Behavior
Tajfel, H., & Turner, J. C. (2004) · Political Psychology · doi:10.4324/9780203505984-16 · Cited by 13,467 · see citing works
Psychology of intergroup relations
Austin, W. G., & Worchel, S. (1986) · Medical Entomology and Zoology · Cited by 10,626 · see citing works
Nonparametric statistics for the behavioral sciences
McGinn, L. C. (1957) · Journal of the Franklin Institute · doi:10.1016/0016-0032(57)90766-4 · Cited by 7,284 · see citing works
Hearing lips and seeing voices
MCGURK, H., & MACDONALD, J. (1976) · Nature · doi:10.1038/264746a0 · Cited by 6,183 · see citing works
Half a century of research on the Stroop effect: An integrative review.
MacLeod, C. M. (1991) · Psychological Bulletin · doi:10.1037/0033-2909.109.2.163 · Cited by 5,500 · see citing works
Petty, R. E., & Cacioppo, J. T. (1986) · doi:10.1007/978-1-4612-4964-1 · Cited by 5,219 · see citing works
Communication and Persuasion: Central and Peripheral Routes to Attitude Change
Marquart, F., & Naderer, B. (2015) · Springer eBooks · doi:10.1007/978-3-658-09923-7_20 · Cited by 5,007 · see citing works
(1997) · Choice Reviews Online · doi:10.5860/choice.34-3702 · Cited by 4,870 · see citing works
Fiske, S. T., & Neuberg, S. L. (1990) · Advances in experimental social psychology · doi:10.1016/s0065-2601(08)60317-2 · Cited by 3,367 · see citing works
BERGER, C. R., & CALABRESE, R. J. (1975) · Human Communication Research · doi:10.1111/j.1468-2958.1975.tb00258.x · Cited by 3,006 · see citing works
Forming impressions of personality.
Asch, S. E. (1946) · Journal of Abnormal & Social Psychology · doi:10.1037/h0055756 · Cited by 2,697 · see citing works
Agents that reduce work and information overload
Maes, P. (1994) · Communications of the ACM · doi:10.1145/176789.176792 · Cited by 2,365 · see citing works
FORMING IMPRESSIONS OF PERSONALITY
Asch, S. E. (1961) · University of California Press eBooks · doi:10.1525/9780520313514-018 · Cited by 2,100 · see citing works
Journal of Computer-Mediated Communication
(2018) · Journal of Computer-Mediated Communication · doi:10.1111/(issn)1083-6101 · Cited by 1,894 · see citing works
Nonverbal Leakage and Clues to Deception <sup>†</sup>
Ekman, P., & Friesen, W. V. (1969) · Psychiatry · doi:10.1080/00332747.1969.11023575 · Cited by 1,854 · see citing works
Embodied Conversational Agents
(2000) · The MIT Press eBooks · doi:10.7551/mitpress/2697.001.0001 · Cited by 1,817 · see citing works
Journal of Computer-Mediated Communication
Troy, J. (2005) · VS Verlag für Sozialwissenschaften eBooks · doi:10.1007/978-3-322-80802-8_11 · Cited by 1,654 · see citing works
Slater, M. D., & Rouner, D. (2002) · Communication Theory · doi:10.1111/j.1468-2885.2002.tb00265.x · Cited by 1,458 · see citing works
Journal of Experimental Research in Personality
(1965) · Nature · doi:10.1038/2061296c0 · Cited by 1,426 · see citing works
The Cyborg's Dilemma: Progressive Embodiment in Virtual Environments [1]
Biocca, F. A. (2006) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.1997.tb00070.x · Cited by 1,228 · see citing works
Gender effects in decoding nonverbal cues.
Hall, J. A. (1978) · Psychological Bulletin · doi:10.1037/0033-2909.85.4.845 · Cited by 1,142 · see citing works
Intimate Exchanges: Using Computers to Elicit Self-Disclosure from Consumers
Moon, Y. (2000) · Journal of Consumer Research · doi:10.1086/209566 · Cited by 842 · see citing works
Empirical research in on-line trust: a review and critical assessment
Grabner‐Kräuter, S., & Kaluscha, E. A. (2003) · International Journal of Human-Computer Studies · doi:10.1016/s1071-5819(03)00043-0 · Cited by 831 · see citing works
Detecting deception from the body or face.
Ekman, P., & Friesen, W. V. (1974) · Journal of Personality and Social Psychology · doi:10.1037/h0036006 · Cited by 739 · see citing works
(1984) · Johns Hopkins University Press eBooks · Cited by 733 · see citing works
Gibbs, J. L., Ellison, N. B., & Heino, R. D. (2006) · Communication Research · doi:10.1177/0093650205285368 · Cited by 701 · see citing works
International Communication Association (2018) · Human Communication Research · doi:10.1111/(issn)1468-2958 · Cited by 673 · see citing works
Perceiving talking faces: from speech perception to a behavioral principle
Massaro, D. W. (1997) · Medical Entomology and Zoology · Cited by 619 · see citing works
Hall, J. G. (1990) · Johns Hopkins University Press eBooks · doi:10.56021/9780801824401 · Cited by 606 · see citing works
Computer Facial Animation, Second Edition
Parke, F. I., & Waters, K. (1996) · Medical Entomology and Zoology · Cited by 582 · see citing works
Nass, C., & Lee, K. M. (2001) · Journal of Experimental Psychology: Applied · doi:10.1037/1076-898x.7.3.171 · Cited by 522 · see citing works
Self-citation(2005) · Cited by 505 · see citing works
Self-citationRelational agents: a model and implementation of building user trust
Bickmore, T., & Cassell, J. (2001) · Proceedings of the SIGCHI Conference on Human Factors in Computing Systems · doi:10.1145/365024.365304 · Cited by 479 · see citing works
THE MEASUREMENT OF TRUST AND ITS RELATIONSHIP TO SELF-DISCLOSURE
Wheeless, L. R., & Grotz, J. (1977) · Human Communication Research · doi:10.1111/j.1468-2958.1977.tb00523.x · Cited by 475 · see citing works
A FOLLOW-UP STUDY OF THE RELATIONSHIPS AMONG TRUST, DISCLOSURE, AND INTERPERSONAL SOLIDARITY
Wheeless, L. R. (1978) · Human Communication Research · doi:10.1111/j.1468-2958.1978.tb00604.x · Cited by 417 · see citing works
Wired for Speech: How Voice Activates and Advances the Human-Computer Relationship
Callaway, C. B., & Sima’an, K. (2006) · Computational Linguistics · doi:10.1162/coli.2006.32.3.451 · Cited by 407 · see citing works
Sproull, L., Subramani, M., Kiesler, S., Walker, J., & Waters, K. (1996) · Human-Computer Interaction · doi:10.1207/s15327051hci1102_1 · Cited by 399 · see citing works
Interactivity in human–computer interaction: a study of credibility, understanding, and influence
Burgoon, J. K., Bonito, J. A., Bengtsson, B., Cederberg, C., Lundeberg, M., & Allspach, L. E. (2000) · Computers in Human Behavior · doi:10.1016/s0747-5632(00)00029-7 · Cited by 385 · see citing works
Isbister, K., & Nass, C. (2000) · International Journal of Human-Computer Studies · doi:10.1006/ijhc.2000.0368 · Cited by 380 · see citing works
Self-citationRosenblum, L. D., Schmuckler, M. A., & Johnson, J. A. (1997) · Perception & Psychophysics · doi:10.3758/bf03211902 · Cited by 367 · see citing works
BURGOON, J. K., & Le POIRE, B. A. (1993) · Human Communication Research · doi:10.1111/j.1468-2958.1993.tb00316.x · Cited by 359 · see citing works
Perceiving Talking Faces: From Speech Perception to a Behavioral Principle
Plant, G. (1999) · Ear and Hearing · doi:10.1097/00003446-199904000-00011 · Cited by 329 · see citing works
Parke, F. I. (1997) · PsycEXTRA Dataset · doi:10.1037/e526112012-055 · Cited by 310 · see citing works
The Communication of Inferior and Superior Attitudes by Verbal and Non‐verbal Signals*
Argyle, M., Salter, V., Nicholson, H., Williams, M., & Burgess, P. K. (1970) · British Journal of Social and Clinical Psychology · doi:10.1111/j.2044-8260.1970.tb00668.x · Cited by 244 · see citing works
The communication of friendly and hostile attitudes by verbal and non‐verbal signals
Argyle, M., Alkema, F., & Gilmour, R. E. (1971) · European Journal of Social Psychology · doi:10.1002/ejsp.2420010307 · Cited by 206 · see citing works
A prisoner's dilemma experiment on cooperation with people and human-like computers.
Kiesler, S. B., Sproull, L. S., & Waters, K. (1996) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.70.1.47 · Cited by 202 · see citing works
Uncertain Outcome Values in Predicted Relationships Uncertainty Reduction Theory Then and Now
Berger, C. R. (1986) · Human Communication Research · doi:10.1111/j.1468-2958.1986.tb00093.x · Cited by 187 · see citing works
Interpersonal Communication: Theoretical Perspectives, Future Prospects
Berger, C. R. (2005) · Journal of Communication · doi:10.1093/joc/55.3.415 · Cited by 184 · see citing works
HAL's legacy; 2001's computer as dream and reality
Dawden, D. (1997) · International Journal of Information Management · doi:10.1016/s0268-4012(97)80886-9 · Cited by 170 · see citing works
The Influence of Anthropomorphism and Agency on Social Judgment in Virtual Environments
Nowak, K. L. (2006) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2004.tb00284.x · Cited by 168 · see citing works
Speech interfaces from an evolutionary perspective
Nass, C., & Gong, L. (2000) · Communications of the ACM · doi:10.1145/348941.348976 · Cited by 142 · see citing works
Self-citationDecoding, Semantic Processing, and Reading Comprehension Skill
Golinkoff, R. M., & Rosinski, R. R. (1976) · Child Development · doi:10.2307/1128308 · Cited by 142 · see citing works
Effects of Visual Representation on Social Influence in Computer-Mediated Communication.
Lee, E.-J. (2004) · Human Communication Research · doi:10.1111/j.1468-2958.2004.tb00732.x · Cited by 135 · see citing works
Lee, E.-J., & Nass, C. (2002) · Human Communication Research · doi:10.1111/j.1468-2958.2002.tb00812.x · Cited by 111 · see citing works
Self-citationSelf-Disclosure in Spouse and Stranger Interaction A Social Relations Analysis
Dindia, K., Fitzpatrick, M. A., & Kenny, D. A. (1997) · Human Communication Research · doi:10.1111/j.1468-2958.1997.tb00402.x · Cited by 90 · see citing works
Bilingual interdependencies in auditory perception
Hamers, J. F., & Lambert, W. E. (1972) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(72)80091-4 · Cited by 87 · see citing works
An auditory Stroop effect with judgments of speaker gender
Green, E. J., & BARBER, P. J. (1981) · Perception & Psychophysics · doi:10.3758/bf03204842 · Cited by 71 · see citing works
Proxemic behavior as a function of inconsistent verbal and nonverbal messages.
Graves, J. R., & Robinson, J. D. (1976) · Journal of Counseling Psychology · doi:10.1037/0022-0167.23.4.333 · Cited by 54 · see citing works
The Role of Gender and Ethnicity in Pedagogical Agent Perception
Baylor, A. L., & Kim, Y. A. (2003) · Digital Commons - USU (Utah State University) · Cited by 54 · see citing works
Lai, J., Cheng, K. K. Y., Green, P., & Tsimhoni, O. (2001) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/365024.365100 · Cited by 42 · see citing works
Gong, L., & Lai, J. (2003) · International Journal of Speech Technology · doi:10.1023/a:1022382413579 · Cited by 37 · see citing works
Self-citationMaximized Modality or constrained consistency
Nass, C., & Gong, L. (1999) · AVSP · Cited by 35 · see citing works
Self-citationEffects of salience of stimulus inconsistency on impression formation.
Hendrick, C. (1972) · Journal of Personality and Social Psychology · doi:10.1037/h0032599 · Cited by 35 · see citing works
Cognitive integration of verbal and vocal information in spoken sentences
Zahn, G. L. (1973) · Journal of Experimental Social Psychology · doi:10.1016/0022-1031(73)90069-3 · Cited by 21 · see citing works
Sex Factors and Allocation of Attention in Observing Persons
Mazanec, N., & McCall, G. J. (1976) · The Journal of Psychology · doi:10.1080/00223980.1976.9915810 · Cited by 18 · see citing works
YOUNG CHILDREN'S RESPONSES TO DISCREPANT SOCIAL COMMUNICATIONS*
Volkmar, F. R., & Siegel, A. E. (1979) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.1979.tb00494.x · Cited by 17 · see citing works
Face Translation: A Multimodal Translation Agent
Ritter, M., Meier, U., Yang, J., & Waibel, A. (1999) · KITopen · doi:10.5445/ir/1000166524 · Cited by 12 · see citing works
Schul, Y., Burnstein, E., & Martinez, J. (1983) · European Journal of Social Psychology · doi:10.1002/ejsp.2420130205 · Cited by 9 · see citing works
Interpreting Subtle Inconsistency and Consistency: A Developmental-Clinical Perspective
Roy, L., & Sawyers, J. K. (1990) · The Journal of Genetic Psychology · doi:10.1080/00221325.1990.9914636 · Cited by 6 · see citing works
When will synthetic speech sound human: role of rules and data
van Santen, J. P. H., Macon, M. W., Cronk, A., Hosom, J.-P., Kain, A. B., Pagel, V., & Wouters, J. (2000) · International Conference on Spoken Language Processing (ICSLP) · doi:10.21437/icslp.2000-560 · Cited by 4 · see citing works
Flagged first, then by citations
2 of the 75 references couldn’t be matched to a known paper.
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Go, E., & Sundar, S. S. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.01.020 · Cited by 1,089 · see citing works
Service robot implementation: a theoretical framework and research agenda
Belanche, D., Casaló, L. V., Flavián, C., & Schepers, J. (2019) · Service Industries Journal · doi:10.1080/02642069.2019.1672666 · Cited by 759 · see citing works
Ho, A., Hancock, J., & Miner, A. S. (2018) · Journal of Communication · doi:10.1093/joc/jqy026 · Cited by 629 · see citing works
“…on the work of communication scholars who have either focused on resulting perceptions but not bene fi cial outcomes of disclosure (Birnbaum et al., 2016; Gong & Nass, 2007) or on bene fi cial outcomes when the listener is always human, but not when the listener is a computer (Jones & Wirtz, 2006).”
BackgroundBuilding a Stronger CASA: Extending the Computers Are Social Actors Paradigm
Gambino, A., Fox, J., & Ratan, R. (2020) · Human-Machine Communication · doi:10.30658/hmc.1.5 · Cited by 626 · see citing works
“Anthropomorphism is a key determinant of how media agents are evaluated (Blascovich et al., 2002; Gong & Nass, 2007; E. J. Lee, 2010a, 2010b; Rosenthal-Von der Pütten & Krämer, 2014).”
BackgroundAnthropomorphism of computers: Is it mindful or mindless?
Kim, Y., & Sundar, S. S. (2012) · Computers in Human Behavior · doi:10.1016/j.chb.2011.09.006 · Cited by 462 · see citing works
Walters, M. L., Syrdal, D. S., Dautenhahn, K., Boekhorst, R. T., & Koay, K. L. (2007) · Autonomous Robots · doi:10.1007/s10514-007-9058-3 · Cited by 449 · see citing works
Roy, R., & Naidoo, V. (2020) · Journal of Business Research · doi:10.1016/j.jbusres.2020.12.051 · Cited by 404 · see citing works
Systematic Review: Trust-Building Factors and Implications for Conversational Agent Design
Rheu, M., Shin, J. Y., Peng, W., & Huh-Yoo, J. (2021) · International Journal of Human–Computer Interaction · doi:10.1080/10447318.2020.1807710 · Cited by 360 · see citing works
Gong, L. (2008) · Computers in Human Behavior · doi:10.1016/j.chb.2007.05.007 · Cited by 338 · see citing works
Self-citationKASPAR – A Minimally Expressive Humanoid Robot for Human–Robot Interaction Research
Dautenhahn, K., Nehaniv, C. L., Walters, M. L., Robins, B., Köse, H., Mirza, N. A., & Blow, M. (2009) · Applied Bionics and Biomechanics · doi:10.1080/11762320903123567 · Cited by 334 · see citing works
Avatars Versus Agents: A Meta-Analysis Quantifying the Effect of Agency on Social Influence
Fox, J., Ahn, S. J. (., Janssen, J. H., Yeykelis, L., Segovia, K. Y., & Bailenson, J. N. (2015) · Human–Computer Interaction · doi:10.1080/07370024.2014.921494 · Cited by 320 · see citing works
Frontline robots in tourism and hospitality: service enhancement or cost reduction?
Belanche, D., Casaló, L. V., & Flavián, C. (2020) · Electronic Markets · doi:10.1007/s12525-020-00432-5 · Cited by 339 · see citing works
Tiwari, C. K., Bhat, M. A., Khan, S. T., Subramaniam, R., & Khan, M. A. I. (2024) · Interactive Technology and Smart Education · doi:10.1108/itse-04-2023-0061 · Cited by 315 · see citing works
Kim, D. Y., Lee, H. K., & Chung, K. (2023) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2023.103382 · Cited by 290 · see citing works
Voice in Human–Agent Interaction: A Survey
Seaborn, K., Miyake, N. P., Pennefather, P., & Otake-Matsuura, M. (2022) · ACM Computing Surveys · doi:10.1145/3386867 · Cited by 249 · see citing works
Song, S. W., & Shin, M. (2024) · International Journal of Human–Computer Interaction · doi:10.1080/10447318.2022.2121038 · Cited by 244 · see citing works
Service robots in the hospitality industry: The case of Henn-na hotel, Japan
dos Reis, J. C. G., Melão, N. F., Salvadorinho, J. P., Soares, B., & Rosete, A. (2020) · Technology in Society · doi:10.1016/j.techsoc.2020.101423 · Cited by 244 · see citing works
Deceitful Media: Artificial Intelligence and Social Life after the Turing Test
Natale, S. (2021) · doi:10.1093/oso/9780190080365.001.0001 · Cited by 209 · see citing works
Tsiourti, C., Weiss, A., Wac, K., & Vincze, M. (2019) · International Journal of Social Robotics · doi:10.1007/s12369-019-00524-z · Cited by 182 · see citing works
Kim, J., Merrill, K., Xu, K., & Kelly, S. E. (2022) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107383 · Cited by 147 · see citing works
Evaluating the effects of behavioral realism in embodied agents
Groom, V., Nass, C., Chen, T., Nielsen, A., Scarborough, J. K., & Robles, E. (2009) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2009.07.001 · Cited by 128 · see citing works
Self-citationActing Like Humans? Anthropomorphism and Consumer’s Willingness to Pay in Electronic Commerce
Yuan, L., & Dennis, A. R. (2019) · Journal of Management Information Systems · doi:10.1080/07421222.2019.1598691 · Cited by 132 · see citing works
Sah, Y. J., & Peng, W. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2014.12.055 · Cited by 113 · see citing works
Chérif, E., & Lemoine, J.-F. (2019) · Recherche et Applications en Marketing (English Edition) · doi:10.1177/2051570719829432 · Cited by 113 · see citing works
Social interactions and relationships with an intelligent virtual agent
Lee, S. K., Kavya, P., & Lasser, S. C. (2021) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2021.102608 · Cited by 108 · see citing works
Kim, T., & Song, H. (2021) · Telematics and Informatics · doi:10.1016/j.tele.2021.101595 · Cited by 101 · see citing works
Demeure, V., Niewiadomski, R., & Pélachaud, C. (2011) · PRESENCE Virtual and Augmented Reality · doi:10.1162/pres_a_00065 · Cited by 102 · see citing works
Assessing the hotel service robot interaction on tourists' behaviour: the role of anthropomorphism
Jia, J. W., Chung, N., & Hwang, J. (2021) · Industrial Management & Data Systems · doi:10.1108/imds-11-2020-0664 · Cited by 99 · see citing works
Lee, E. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.01.003 · Cited by 94 · see citing works
An Exploration of Why People Participate in Second Life Social Support Groups
Green-Hamann, S., Eichhorn, K. C., & Sherblom, J. C. (2011) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2011.01543.x · Cited by 93 · see citing works
Li, Q., Luximon, Y., & Zhang, J. (2023) · Journal of Medical Internet Research · doi:10.2196/44479 · Cited by 102 · see citing works
Lee, J.-E. R., & Nass, C. (2010) · IGI Global eBooks · doi:10.4018/978-1-61520-901-9.ch001 · Cited by 93 · see citing works
Self-citationAre consumers more attracted to restaurants featuring humanoid or non-humanoid service robots?
Huang, H., & Liu, S. Q. (2022) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2022.103310 · Cited by 94 · see citing works
Effects of Anthropomorphic Design Cues of Chatbots on Users’ Perception and Visual Behaviors
Chen, J., Guo, F., Ren, Z., Li, M., & Ham, J. R. C. (2023) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2023.2193514 · Cited by 96 · see citing works
Appearance of a Robot Affects the Impact of its Behaviour on Perceived Trustworthiness and Empathy
Złotowski, J. A., Sumioka, H., Nishio, S., Glas, D. F., Bartneck, C., & Ishiguro, H. (2016) · Paladyn Journal of Behavioral Robotics · doi:10.1515/pjbr-2016-0005 · Cited by 87 · see citing works
Guingrich, R. E., & Graziano, M. S. A. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1322781 · Cited by 87 · see citing works
Xu, K. (2019) · New Media & Society · doi:10.1177/1461444819851479 · Cited by 88 · see citing works
Higgins, D., Zibrek, K., Cabral, J. P., Egan, D., & McDonnell, R. (2022) · Computers & Graphics · doi:10.1016/j.cag.2022.03.009 · Cited by 82 · see citing works
Intelligent Physical Robots in Health Care: Systematic Literature Review
Huang, R., Li, H., Suomi, R., Li, C., & Peltoniemi, T. (2022) · Journal of Medical Internet Research · doi:10.2196/39786 · Cited by 83 · see citing works
Martínez-Miranda, J., Martínez, A., Ramos, R., Aguilar, H., Jiménez, L., Arias, H., Rosales, G., & Valencia, E. (2019) · Journal of Medical Systems · doi:10.1007/s10916-019-1387-1 · Cited by 79 · see citing works
Sherblom, J. C. (2010) · Communication Education · doi:10.1080/03634523.2010.486440 · Cited by 78 · see citing works
Schreibelmayr, S., & Mara, M. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.787499 · Cited by 75 · see citing works
The role of chatbots’ human-like characteristics in online shopping
Fu, J., Mouakket, S., & Sun, Y. (2023) · Electronic Commerce Research and Applications · doi:10.1016/j.elerap.2023.101304 · Cited by 78 · see citing works
Xu, T., Liu, Y., Jin, Y., Qu, Y.-Y., Bai, J., Zhang, W., & Zhou, Y. (2024) · British Journal of Educational Technology · doi:10.1111/bjet.13530 · Cited by 95 · see citing works
Choi, S., & Zhou, J. (2023) · Journal of Business Research · doi:10.1016/j.jbusres.2023.114127 · Cited by 58 · see citing works
Ochi, P., Rao, S., Takayama, L. A., & Nass, C. (2009) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2009.10.005 · Cited by 54 · see citing works
Self-citationHow do Consumers’ Gender and Rational Thinking Affect the Acceptance of Entertainment Social Robots?
Forgas‐Coll, S., Huertas-García, R., Andriella, A., & Alenyà, G. (2021) · International Journal of Social Robotics · doi:10.1007/s12369-021-00845-y · Cited by 49 · see citing works
The Influence of Synthetic Voice on the Evaluation of a Virtual Character
Cabral, J. P., Cowan, B. R., Zibrek, K., & McDonnell, R. (2017) · Interspeech (USB) · doi:10.21437/interspeech.2017-325 · Cited by 44 · see citing works
The Design Space for Robot Appearance and Behaviour for Social Robot Companions
Walters, M. L. (2008) · University of Hertfordshire Research Archive (University of Hertfordshire) · Cited by 43 · see citing works
Saffarizadeh, K., University of Texas at Arlington, Keil, M., Georgia State University, Boodraj, M., Boise State University, Alashoor, T., & University of Navarra (2024) · Journal of the Association for Information Systems · doi:10.17705/1jais.00839 · Cited by 41 · see citing works
Is Natural Necessary? Human Voice versus Synthetic Voice for Intelligent Virtual Agents
Abdulrahman, A., & Richards, D. (2022) · Multimodal Technologies and Interaction · doi:10.3390/mti6070051 · Cited by 45 · see citing works
Lee, S., Park, G., & Chung, J. (2023) · Telematics and Informatics · doi:10.1016/j.tele.2023.102009 · Cited by 41 · see citing works
Man vs. machine: Human responses to an AI newscaster and the role of social presence
Kim, J., Xu, K., & Merrill, K. (2022) · The Social science journal (Fort Collins) · doi:10.1080/03623319.2022.2027163 · Cited by 41 · see citing works
Emerging Opportunities and Challenges in Optimal Aging with Virtual Personal Assistants
Dahlke, D. V., & Ory, M. G. (2017) · Public Policy & Aging Report · doi:10.1093/ppar/prx004 · Cited by 39 · see citing works
Review of Virtual Environment Studies on Social and Group Phenomena
Sivunen, A. E., & Hakonen, M. (2011) · Small Group Research · doi:10.1177/1046496410388946 · Cited by 35 · see citing works
Intelligent autonomous agents and trust in virtual reality
Sun, N., & Botev, J. (2021) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2021.100146 · Cited by 34 · see citing works
Love, marriage, pregnancy: Commitment processes in romantic relationships with AI chatbots
Djufril, R., Frampton, J. R., & Knobloch-Westerwick, S. (2025) · Computers in Human Behavior: Artificial Humans · doi:10.1016/j.chbah.2025.100155 · Cited by 33 · see citing works
Insta-fame or insta-flop? The pitfalls of using virtual influencers in tourism marketing
Xie-Carson, L., & Benckendorff, P. J. (2024) · Journal of Hospitality and Tourism Management · doi:10.1016/j.jhtm.2024.06.014 · Cited by 32 · see citing works
Li, J., Wu, H.-Y., Zhang, R.-X., & Wu, T. (2025) · The International Journal of Human Resource Management · doi:10.1080/09585192.2025.2512555 · Cited by 32 · see citing works
Do Prosody and Embodiment Influence the Perceived Naturalness of Conversational Agents' Speech?
Ehret, J., Bönsch, A., Aspöck, L., Röhr, C. T., Baumann, S., Grice, M., Fels, J., & Kuhlen, T. (2021) · ACM Transactions on Applied Perception · doi:10.1145/3486580 · Cited by 53 · see citing works
Effects of Strength of Ethnic Identity and Product Presenter Race on Black Consumer Attitudes
Elias, T., Appiah, O., & Gong, L. (2011) · Journal of Interactive Advertising · doi:10.1080/15252019.2011.10722182 · Cited by 32 · see citing works
Self-citationNi, B., Wu, F., & Huang, Q. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20043772 · Cited by 29 · see citing works
Yuan, J., Peng, X., Liu, Y. H., & Wang, Q. (2024) · Computers in Human Behavior · doi:10.1016/j.chb.2024.108501 · Cited by 28 · see citing works
Feng, Y., Meng, J., & Cheah, J. (2024) · Psychology and Marketing · doi:10.1002/mar.22154 · Cited by 27 · see citing works
Understanding voice naturalness
Nussbaum, C., Frühholz, S., & Schweinberger, S. R. (2025) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2025.01.010 · Cited by 27 · see citing works
Xu, K. (2020) · Telematics and Informatics · doi:10.1016/j.tele.2020.101344 · Cited by 30 · see citing works
Lind, S. J. (2024) · Journal of Workplace Learning · doi:10.1108/jwl-04-2024-0075 · Cited by 26 · see citing works
Do, T. D., McMahan, R. P., & Wisniewski, P. (2022) · International Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3517564 · Cited by 30 · see citing works
Hu, Y., & Sun, Y. (2023) · Data and Information Management · doi:10.1016/j.dim.2023.100047 · Cited by 26 · see citing works
Technology socialness and Web site satisfaction
Barnes, S. J., & Vidgen, R. T. (2014) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2014.08.017 · Cited by 23 · see citing works
von der Pütten, A. M., Hoffmann, L., Klatt, J., & Krämer, N. C. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-23974-8_20 · Cited by 23 · see citing works
Doyle, P. R., Gessinger, I., Edwards, J., Clark, L., Dumbleton, O., Garaialde, D., Rough, D. J., Bleakley, A., Branigan, H. P., & Cowan, B. R. (2025) · ACM Transactions on Computer-Human Interaction · doi:10.1145/3729170 · Cited by 40 · see citing works
Stein, J., & Ohler, P. (2018) · Interacting with Computers · doi:10.1093/iwc/iwy023 · Cited by 22 · see citing works
Chérif, E., & Lemoine, J.-F. (2018) · Recherche et Applications en Marketing (French Edition) · doi:10.1177/0767370118775963 · Cited by 23 · see citing works
Virtual Social Identity and Consumer Behavior
Wood, N. T., Solomon, M. R., & Solomon, M. R. (2014) · Routledge eBooks · doi:10.4324/9781315698342 · Cited by 22 · see citing works
The Past, Present, and Future of Human Communication and Technology Research: An Introduction
D’Urso, S. C. (2009) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2009.01459.x · Cited by 20 · see citing works
Trust Me on This One: Conforming to Conversational Assistants
Schreuter, D., van der Putten, P., & Lamers, M. H. (2021) · Minds and Machines · doi:10.1007/s11023-021-09581-8 · Cited by 18 · see citing works
Pelău, C., Pop, M.-I., Ene, I., & Lazăr, L. (2021) · Journal of theoretical and applied electronic commerce research · doi:10.3390/jtaer16050069 · Cited by 18 · see citing works
Chatbot-fictionalism and empathetic AI: Should we worry about AI when AI worries about us?
Friend, S., & Goffin, K. (2025) · Philosophical Psychology · doi:10.1080/09515089.2025.2525320 · Cited by 18 · see citing works
Esposito, A. A., Amorese, T., Cuciniello, M., Esposito, A. M., & Cordasco, G. (2023) · Frontiers in Computer Science · doi:10.3389/fcomp.2023.1138501 · Cited by 17 · see citing works
Gilles, M., & Bevacqua, E. (2021) · Journal of Computing and Information Science in Engineering · doi:10.1115/1.4053369 · Cited by 16 · see citing works
Head and Face Design for a New Humanoid Service Robot
Lehmann, H., Sureshbabu, A. V., Parmiggiani, A., & Giorgio Metta, B. (2016) · Lecture notes in computer science · doi:10.1007/978-3-319-47437-3_37 · Cited by 16 · see citing works
Yuan, L., & Dennis, A. R. (2017) · Hawaii International Conference on System Sciences (HICSS) · doi:10.24251/hicss.2017.066 · Cited by 16 · see citing works
Quality of talking heads in different interaction and media contexts
Weiß, B., Kühnel, C., Wechsung, I., Fagel, S., & Möller, S. (2010) · Speech Communication · doi:10.1016/j.specom.2010.02.011 · Cited by 16 · see citing works
Cui, J., Zhang, M., & Zhong, J. (2023) · Journal of Service Theory and Practice · doi:10.1108/jstp-10-2022-0238 · Cited by 15 · see citing works
Reuter, M., Kirchhoff, B. M., Franke, T., Radüntz, T., & Peifer, C. (2025) · Zeitschrift für Arbeitswissenschaft · doi:10.1007/s41449-025-00481-6 · Cited by 15 · see citing works
Experimental Operationalizations of Anthropomorphism in HCI Contexts: A Scoping Review
Frazer, R. (2022) · Communication Reports · doi:10.1080/08934215.2022.2108472 · Cited by 13 · see citing works
Poushneh, A., & Gearhart, R. S. (2025) · Journal of Consumer Behaviour · doi:10.1002/cb.2496 · Cited by 14 · see citing works
Do people intend to use AI Voice Assistants? An empirical study in Vietnam
Thi, T. D. P., & Duong, N. T. (2022) · Journal of Human Behavior in the Social Environment · doi:10.1080/10911359.2022.2106003 · Cited by 12 · see citing works
Mindful and Mindless Anthropomorphism: How to Facilitate Consumer Comprehension Towards New Products
Esfahani, M. S., Reynolds, N. L., & Ashleigh, M. (2020) · International Journal of Innovation and Technology Management · doi:10.1142/s0219877020500169 · Cited by 11 · see citing works
Xu, K., Chen, X., Liu, F., & Huang, L. (2024) · New Media & Society · doi:10.1177/14614448241256899 · Cited by 11 · see citing works
The Impact of Self-Representation and Consistency in Collaborative Virtual Environments
Collingwoode-Williams, T., O’Shea, Z., Gillies, M. F. P., & Pan, X. (2021) · Frontiers in Virtual Reality · doi:10.3389/frvir.2021.648601 · Cited by 10 · see citing works
Chong, K. L., & Zhang, G. (2024) · Journal of Hospitality and Tourism Insights · doi:10.1108/jhti-01-2024-0126 · Cited by 10 · see citing works
Menhart, S., & Cummings, J. J. (2022) · Technology Mind and Behavior · doi:10.1037/tmb0000089 · Cited by 10 · see citing works
Natale, S. (2021) · Oxford University Press eBooks · doi:10.1093/oso/9780190080365.003.0007 · Cited by 9 · see citing works
Natale, S. (2021) · Oxford University Press eBooks · doi:10.1093/oso/9780190080365.003.0004 · Cited by 7 · see citing works
Talking to a pedagogical agent in a smart TV: modality matching effect in human-TV interaction
Sah, Y. J. (2019) · Behaviour and Information Technology · doi:10.1080/0144929x.2019.1685003 · Cited by 8 · see citing works
The Cognitive Theory of Multimedia Learning: The Impact of Social Cues
Bechtold, S. W. (2023) · Springer eBooks · doi:10.1007/978-3-319-17461-7_60 · Cited by 8 · see citing works
Ge, Q., Liu, S., & Han, T. (2025) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2025.2534070 · Cited by 6 · see citing works
Jans, M., Meyers, M., & Fricker, S. S. (2015) · Survey Practice · doi:10.29115/sp-2015-0007 · Cited by 6 · see citing works
- Authors
- Gong, L., & Nass, C.
- Affiliations
- The Ohio State University (US)
- Stanford University (US)
- Venue
- Human Communication Research
- Publisher
- Oxford University Press (OUP)
- Published
- 2007-04
- Volume
- 33
- Issue
- 2
- Pages
- 163-193
- ISSN
- 0360-3989 (ISSN-L)
- 1468-2958
- OpenAlex
- W2001429584
- Cited by
- 168
- References
- 75
- Citations by year
- 2026: 17 · 2025: 18 · 2024: 12 · 2023: 15 · 2022: 16 · 2021: 28 · 2020: 8 · 2019: 10 · 2018: 3 · 2017: 4 · 2016: 3 · 2015: 5 · 2014: 4 · 2013: 3
- FWCI
- 7.34
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Human Communication Research (publishedVersion)
- Topics
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Physical Sciences › Computer Science › Artificial Intelligence › AI in Service Interactions
- Physical Sciences › Computer Science › Artificial Intelligence › Speech and dialogue systems
- Keywords
- anthropomorphic characters, consistency effect, self-disclosure, voice clarity, gender differences, digital communication environment
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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