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Narrative versus statistical messages: The interplay of perceived susceptibility and misperceptions on vaccine intention.

Porismita BorahXizhu XiaoAnastasia VishnevskayaYan Su
Published in: Current psychology (New Brunswick, N.J.) (2023)
Although there is enough scientific evidence to show the benefits and safety of vaccines, vaccine rates are low, while misperceptions about vaccines are on the rise. The main purposes of the current study are to 1) examine the effects of narrative vs. statistical messages on vaccine intention, 2) test the mediating role of perceived expectancies, and 3) examine the moderating roles of perceived susceptibility and misperceptions on vaccine intention. Data were collected with an online experiment through Amazon Mturk. The online experiment was conducted via Qualtrics once the study was considered exempt by the Institutional Research Board of a large University in the U.S. A total of 300 participants aged 18 and above completed the survey. Findings show that perceived expectancies mediate the relationship between message manipulation and vaccine intention. Our findings also show a three-way interaction which indicates that among individuals with high misperceptions, statistical messages are more persuasive for individuals with high perceived susceptibility, while narrative messages are more influential for individuals with low perceived susceptibility.
Keyphrases
  • social support
  • depressive symptoms
  • physical activity
  • mental health
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  • machine learning
  • cross sectional
  • social media
  • electronic health record
  • data analysis