The effect of medical artificial intelligence innovation locus on consumer adoption of new products

被引:5
作者
Huang, Xiaozhi [1 ,2 ]
Wu, Xitong [1 ]
Cao, Xin [3 ]
Wu, Jifei [4 ]
机构
[1] Guangxi Univ, Sch Business, Nanning, Peoples R China
[2] Guangxi Univ, Educ Dept Guangxi, Key Lab Interdisciplinary Sci Stat & Management, Nanning, Peoples R China
[3] Guangxi Univ Finance & Econ, Sch Econ & Trade, Nanning, Peoples R China
[4] Sun Yat Sen Univ, Sch Marxism, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Healthcare; Artificial intelligence; Innovation locus; Perceived risk; Consumer adoption; Tight-loose culture; CULTURAL TIGHTNESS; DECISION-MAKING; PERCEIVED RISK; ALGORITHM; TRUST; PROFESSIONALS; PREFERENCES; MEDIATION; BEHAVIOR; CANCER;
D O I
10.1016/j.techfore.2023.122902
中图分类号
F [经济];
学科分类号
02 ;
摘要
The purpose of this study is to explore the effect of innovation locus on consumers' adoption of artificial intelligence products in healthcare. Across four experiments, we demonstrate that consumers are more likely to accept medical artificial intelligence for peripheral products than for core products. This effect is mediated by perceived risk and moderated by a tight-loose culture. Specifically, perceived risk significantly mediates the effect of innovation loci on consumers' adoption of medical artificial intelligence. Loose and tight culture moderates the direct and mediating effects. These findings are important theoretical contributions to the artificial intelligence and healthcare literature. We also provide some practical implications to promote the future development of medical artificial intelligence products and to improve consumers' acceptance of medical artificial intelligence.
引用
收藏
页数:19
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共 103 条
  • [1] Pivotal trial of an autonomous AI-based diagnostic system for detection of diabetic retinopathy in primary care offices
    Abramoff, Michael D.
    Lavin, Philip T.
    Birch, Michele
    Shah, Nilay
    Folk, James C.
    [J]. NPJ DIGITAL MEDICINE, 2018, 1
  • [2] [Anonymous], 2008, Product design and development
  • [3] Association A.M., 1981, P 43 NATL C AM MARKE
  • [4] Customer satisfaction in virtual environments: A study of online investing
    Balasubramanian, S
    Konana, P
    Menon, NM
    [J]. MANAGEMENT SCIENCE, 2003, 49 (07) : 871 - 889
  • [5] Are the drivers and role of online trust the same for all Web sites and consumers? A large-scale exploratory empirical study
    Bart, Y
    Shankar, V
    Sultan, F
    Urban, GL
    [J]. JOURNAL OF MARKETING, 2005, 69 (04) : 133 - 152
  • [6] Bijker W., 1987, INT ENCY COMMUNICATI
  • [7] USE OF FORMAL METHODS IN MEDICAL DECISION-MAKING - A SURVEY AND ANALYSIS
    BOCKENHOLT, U
    WEBER, EU
    [J]. MEDICAL DECISION MAKING, 1992, 12 (04) : 298 - 306
  • [8] The dark side of choice: When choice impairs social welfare
    Botti, Simona
    Iyengar, Sheena S.
    [J]. JOURNAL OF PUBLIC POLICY & MARKETING, 2006, 25 (01) : 24 - 38
  • [9] Tragic Choices: Autonomy and Emotional Responses to Medical Decisions
    Botti, Simona
    Orfali, Kristina
    Iyengar, Sheena S.
    [J]. JOURNAL OF CONSUMER RESEARCH, 2009, 36 (03) : 337 - 352
  • [10] Understanding, explaining, and utilizing medical artificial intelligence
    Cadario, Romain
    Longoni, Chiara
    Morewedge, Carey K.
    [J]. NATURE HUMAN BEHAVIOUR, 2021, 5 (12) : 1636 - +