Human vs. machine-like representation in chatbot mental health counseling: the serial mediation of psychological distance and trust on compliance intention

被引:30
作者
Park, Gain [1 ]
Chung, Jiyun [2 ]
Lee, Seyoung [3 ]
机构
[1] New Mexico State Univ, Dept Journalism & Media Studies, 2915 McFie Circle,Milton Hall 158, Las Cruces, NM USA
[2] Sungkyunkwan Univ, Convergence & Open Sharing Syst Artificial Intelli, 25-2 Sungkyunkwan Ro,50212, 50212 Hoam Hall, Seoul 03063, South Korea
[3] Sungkyunkwan Univ, Dept Media & Commun, 25-2 Sungkyunkwan Ro,Hoam Hall 50505, Seoul 03063, South Korea
基金
新加坡国家研究基金会;
关键词
Chatbot; Emotional disclosure; Mental health; Intimacy; User satisfaction; Intention to reuse; SOCIAL DISTANCE; UNCANNY VALLEY; SELF-DISCLOSURE; INITIAL TRUST; ANTHROPOMORPHISM; COMMUNICATION; AVATAR; RECOMMENDATIONS; CREDIBILITY; INFORMATION;
D O I
10.1007/s12144-023-04653-7
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
This study examined a serial mediation mechanism to test the effect of chatbots' human representation on the intention to comply with health recommendations through psychological distance and trust towards the chatbot counselor. The sample of the study comprised 385 adults from the USA. Two artificial intelligence chatbots either with human or machine-like representation were developed. Participants had a short conversation with either of the chatbots to simulate an online mental health counseling session and reported their experience in an online survey. The results showed that participants in the human representation condition reported a higher intention to comply with chatbot-generated mental health recommendations than those in the machine-like representation condition. Furthermore, the results supported that both psychological distance and perceived trust towards the chatbot mediated the relationship between human representation and compliance intention, respectively. The serial mediation through psychological distance and trust in the relationship between human representation and compliance intention was also supported. These findings provide practical guidance for healthcare chatbot developers and theoretical implications for human-computer interaction research.
引用
收藏
页码:4352 / 4363
页数:12
相关论文
共 89 条
[1]   AI-powered recommendations: the roles of perceived similarity and psychological distance on persuasion [J].
Ahn, Jungyong ;
Kim, Jungwon ;
Sung, Yongjun .
INTERNATIONAL JOURNAL OF ADVERTISING, 2021, 40 (08) :1366-1384
[2]   Brand anthropomorphism, love and defense: does attitude towards social distancing matter? [J].
Ali, Faizan ;
Dogan, Seden ;
Amin, Muslim ;
Hussain, Kashif ;
Ryu, Kisang .
SERVICE INDUSTRIES JOURNAL, 2021, 41 (1-2) :58-83
[3]  
Almalki Manal, 2020, Acta Inform Med, V28, P241, DOI 10.5455/aim.2020.28.241-247
[4]   "Do We Believe in TripAdvisor?" Examining Credibility Perceptions and Online Travelers' Attitude toward Using User-Generated Content [J].
Ayeh, Julian K. ;
Au, Norman ;
Law, Rob .
JOURNAL OF TRAVEL RESEARCH, 2013, 52 (04) :437-452
[5]   A Novel Method of Exploring the Uncanny Valley in Avatar Gender(Sex) and Realism Using Electromyography [J].
Bailey, Jacqueline D. ;
Blackmore, Karen L. .
BIG DATA AND COGNITIVE COMPUTING, 2022, 6 (02)
[6]  
Bakshy Eytan, 2012, Proceedings of the 21st international conference on World Wide Web, P519, DOI DOI 10.1145/2187836.2187907
[7]   Avatar-mediated networking:: Increasing social presence and interpersonal trust in net-based collaborations [J].
Bente, Gary ;
Rueggenberg, Sabine ;
Kraemer, Nicole C. ;
Eschenburg, Felix .
HUMAN COMMUNICATION RESEARCH, 2008, 34 (02) :287-U30
[8]  
Berger CR, 1974, Hum Commun Res, V1, P99, DOI [10.1111/j.1468-2958.1975.tb00258.x, DOI 10.1111/J.1468-2958.1975.TB00258.X]
[9]   The boundaries of trust: own and others' actions in the US and China [J].
Buchan, N ;
Croson, R .
JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION, 2004, 55 (04) :485-504
[10]   Let's get personal: An international examination of the influence of communication, culture and social distance on other regarding preferences [J].
Buchan, Nancy R. ;
Johnson, Eric J. ;
Croson, Rachel T. A. .
JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION, 2006, 60 (03) :373-398