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Impact of social media news on COVID-19 vaccine hesitancy and vaccination behavior.
Zhang, Qianyao; Zhang, Runtong; Wu, Wen; Liu, Yang; Zhou, Yu.
  • Zhang Q; Department of Information Management, School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China.
  • Zhang R; Department of Information Management, School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China.
  • Wu W; Department of Business Management, School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China.
  • Liu Y; School of Mechanical, Electronic and Control Engineering, Beijing Jiaotong University, Beijing 100044, China.
  • Zhou Y; Department of Information Management, School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China.
Telemat Inform ; 80: 101983, 2023 May.
Article in English | MEDLINE | ID: covidwho-2306445
ABSTRACT
In order to take advantage of the power of social media to promote vaccination, this study reveals the mechanisms of positive and negative impacts of social media news on vaccine hesitancy and vaccination behavior. Based on the stimulus-organism-response (S-O-R) framework, we developed a research model to understand the effects of vaccine safety news and risk news from social media (external stimuli) on individuals' psychological organism (i.e., safety perception and risk perception) and consequent behavioral response, vaccine hesitancy and vaccination behavior. The proposed model was tested by partial least square structural equation modeling (PLS-SEM) on a sample gathered in China from September 2021 to November 2021 and from February 2022 to April 2022 (valid responses = 1579). The results found that the relationship between vaccine risk news from social media and risk perception was higher than the relationship between vaccine safety news from social media and safety perception. Individuals are more sensitive to vaccine risk news than safety news on social media. Moreover, both safety perception and risk perception explained the critical psychological mechanisms behind vaccine hesitancy. Interestingly, ego network density mitigated the effect of safety news on safety perception and the effect of risk news on risk perception. The findings contribute to the S-O-R model, the research on social media effects, and the literature on vaccination attitudes and behaviors. This study also informs public health officials about leveraging the power of social media to motivate the public to accept the COVID-19 vaccines.
Keywords

Full text: Available Collection: International databases Database: MEDLINE Type of study: Experimental Studies / Prognostic study Topics: Vaccines Language: English Journal: Telemat Inform Year: 2023 Document Type: Article Affiliation country: J.tele.2023.101983

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Full text: Available Collection: International databases Database: MEDLINE Type of study: Experimental Studies / Prognostic study Topics: Vaccines Language: English Journal: Telemat Inform Year: 2023 Document Type: Article Affiliation country: J.tele.2023.101983