社交媒体使用与COVID-19疫苗接种意向:信息暴露中介作用的探索性研究

IF 1 4区 计算机科学 Q3 COMPUTER SCIENCE, CYBERNETICS Interacting with Computers Pub Date : 2023-03-04 DOI:10.1093/iwc/iwad009
Nurul Suhaimi, Yixuan Zhang, Nutchanon Yongsatianchot, Joseph D. Gaggiano, Anne Okrah, Shivani A. Patel, S. Marsella, Miso Kim, Andrea G. Parker, Jacqueline A. Griffin
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引用次数: 1

摘要

我们每天都会偶然发现新的重复信息。由于信息来自多种来源,社交媒体在传播信息方面继续发挥主导作用,最终影响个人的感知和行为。这种影响的一个主要例子是在新冠肺炎大流行期间观察到的,社交媒体的使用影响了接种新冠肺炎疫苗的意愿。虽然对社交媒体使用和疫苗接种意向之间关系的研究已经得到了广泛的调查,但对将这两个变量联系起来的机制,特别是社交媒体平台上看到的信息类型以及这些不同类型信息的影响,知之甚少。在这项探索性研究中,我们证明了信息暴露(包括信息类型和频率)在社交媒体使用和疫苗接种意向之间的中介作用。我们的研究结果表明,不同类型的信息对这种关系的中介作用不同,并表明参与者的收入水平如何进一步调节这些关系。最后,我们总结了这些发现的含义,以及我们的发现如何为未来人机交互领域的研究方向提供信息。
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Social Media Use and COVID-19 Vaccination Intent: An Exploratory Study on the Mediating Role of Information Exposure
We stumble upon new and repeating information daily. As information comes from many sources, social media continues to play a predominant role in disseminating information, ultimately impacting individuals’ perceptions and behaviors. A prime example of this impact was observed during the COVID-19 pandemic, in which social media use was influencing willingness to receive the COVID-19 vaccine. While studies on this relationship between social media use and vaccination intent have been widely investigated, less is known about the mechanisms that link these two variables, specifically the types of information seen on social media platforms and the effects of these different types of information. In this exploratory study, we demonstrate the mediator role of information exposure (to include both types of information and frequency) between social media use and vaccination intent. Our results show that different types of information mediate this relationship differently and demonstrate how these relationships were further moderated by the income level of the participant. We conclude with the implications of these findings and how our findings can inform the direction of future research within the field of human–computer interaction.
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来源期刊
Interacting with Computers
Interacting with Computers 工程技术-计算机:控制论
CiteScore
2.70
自引率
0.00%
发文量
12
审稿时长
>12 weeks
期刊介绍: Interacting with Computers: The Interdisciplinary Journal of Human-Computer Interaction, is an official publication of BCS, The Chartered Institute for IT and the Interaction Specialist Group . Interacting with Computers (IwC) was launched in 1987 by interaction to provide access to the results of research in the field of Human-Computer Interaction (HCI) - an increasingly crucial discipline within the Computer, Information, and Design Sciences. Now one of the most highly rated journals in the field, IwC has a strong and growing Impact Factor, and a high ranking and excellent indices (h-index, SNIP, SJR).
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