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The imprinting effect of SARS experience on the fear of COVID-19: The role of AI and big data
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 experience...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8154185/ https://www.ncbi.nlm.nih.gov/pubmed/34079148 http://dx.doi.org/10.1016/j.seps.2021.101086 |
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author | Yao, Haitang Liu, Wei Wu, Chia-Huei Yuan, Yu-Hsi |
author_facet | Yao, Haitang Liu, Wei Wu, Chia-Huei Yuan, Yu-Hsi |
author_sort | Yao, Haitang |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8154185 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81541852021-05-28 The imprinting effect of SARS experience on the fear of COVID-19: The role of AI and big data Yao, Haitang Liu, Wei Wu, Chia-Huei Yuan, Yu-Hsi Socioecon Plann Sci Article 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. Elsevier Ltd. 2022-03 2021-05-27 /pmc/articles/PMC8154185/ /pubmed/34079148 http://dx.doi.org/10.1016/j.seps.2021.101086 Text en © 2021 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Yao, Haitang Liu, Wei Wu, Chia-Huei Yuan, Yu-Hsi The imprinting effect of SARS experience on the fear of COVID-19: The role of AI and big data |
title | The imprinting effect of SARS experience on the fear of COVID-19: The role of AI and big data |
title_full | The imprinting effect of SARS experience on the fear of COVID-19: The role of AI and big data |
title_fullStr | The imprinting effect of SARS experience on the fear of COVID-19: The role of AI and big data |
title_full_unstemmed | The imprinting effect of SARS experience on the fear of COVID-19: The role of AI and big data |
title_short | The imprinting effect of SARS experience on the fear of COVID-19: The role of AI and big data |
title_sort | imprinting effect of sars experience on the fear of covid-19: the role of ai and big data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8154185/ https://www.ncbi.nlm.nih.gov/pubmed/34079148 http://dx.doi.org/10.1016/j.seps.2021.101086 |
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