The imprinting effect of SARS experience on the fear of COVID-19: The role of AI and big data

被引:22
作者
Yao, Haitang [1 ]
Liu, Wei [1 ]
Wu, Chia-Huei [2 ]
Yuan, Yu-Hsi [3 ]
机构
[1] Qingdao Univ, Sch Business, Qingdao 266110, Peoples R China
[2] Minghsin Univ Sci & Technol, Dept Hotel Management & Culinary Creat, Hsinchu 304, Taiwan
[3] Chinese Culture Univ, Dept Labor & Human Resources, Taipei 11114, Taiwan
关键词
COVID-19; SARS; Imprinting theory; Public health; Artificial intelligence; Big data; IMPACT; EVOLUTION; DEPENDENCE; FRAMEWORK; FUTURE; FIRMS;
D O I
10.1016/j.seps.2021.101086
中图分类号
F [经济];
学科分类号
02 ;
摘要
The worldwide outbreak of the COVID-19 has significantly increased the fear of individuals, which brings severe psychosocial stress and adverse psychological consequences, and become a serious public health problem. Based on the imprinting theory, this study investigates whether childhood experiences of SARS have an imprinting effect that significantly influences the fear of COVID-19. Furthermore, we propose that this effect is contingent on the applications of AI and big data. We test our framework with a sample of 1871 questionnaires that covered students in universities across all provincial regions in China, and the results suggest that the imprinting of SARS increases the individuals' fear of COVID-19, and this effect is reduced with the applications of AI and big data. Overall, this study provides a novel insight of the fear caused by the childhood experience of the similar health crisis and the unique role of AI and big data applications into fighting against COVID-19.
引用
收藏
页数:7
相关论文
共 60 条
  • [1] The Fear of COVID-19 Scale: Development and Initial Validation
    Ahorsu, Daniel Kwasi
    Lin, Chung-Ying
    Imani, Vida
    Saffari, Mohsen
    Griffiths, Mark D.
    Pakpour, Amir H.
    [J]. INTERNATIONAL JOURNAL OF MENTAL HEALTH AND ADDICTION, 2022, 20 (03) : 1537 - 1545
  • [2] ANDERSON JA, 1984, J R STAT SOC B, V46, P1
  • [3] [Anonymous], 1965, Handbook of Organizations
  • [4] [Anonymous], 2004, DEMOGRAPHY CORPORATI
  • [5] [Anonymous], Contact Tracing in the context of COVID 19. Interim Guidance
  • [6] Coronaphobia: Fear and the 2019-nCoV outbreak
    Asmundson, Gordon J. G.
    Taylor, Steven
    [J]. JOURNAL OF ANXIETY DISORDERS, 2020, 70
  • [7] Social Influence Given (Partially) Deliberate Matching: Career Imprints in the Creation of Academic Entrepreneurs
    Azoulay, Pierre
    Liu, Christopher C.
    Stuart, Toby E.
    [J]. AMERICAN JOURNAL OF SOCIOLOGY, 2017, 122 (04) : 1223 - 1271
  • [8] Domestic versus foreign listing: Does a CEO's educational experience matter?
    Bai, Xiaoou
    Tsang, Eric W. K.
    Xia, Wei
    [J]. JOURNAL OF BUSINESS VENTURING, 2020, 35 (01)
  • [9] Fear of COVID-19 and Positivity: Mediating Role of Intolerance of Uncertainty, Depression, Anxiety, and Stress
    Bakioglu, Fuad
    Korkmaz, Ozan
    Ercan, Hulya
    [J]. INTERNATIONAL JOURNAL OF MENTAL HEALTH AND ADDICTION, 2021, 19 (06) : 2369 - 2382
  • [10] An examination of the impact of initial founding conditions and decisions upon the performance of new bank start-ups
    Bamford, CE
    Dean, TJ
    McDougall, PP
    [J]. JOURNAL OF BUSINESS VENTURING, 2000, 15 (03) : 253 - 277