2023
DOI: 10.2196/40533
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Usability and Credibility of a COVID-19 Vaccine Chatbot for Young Adults and Health Workers in the United States: Formative Mixed Methods Study

Abstract: Background The COVID-19 pandemic raised novel challenges in communicating reliable, continually changing health information to a broad and sometimes skeptical public, particularly around COVID-19 vaccines, which, despite being comprehensively studied, were the subject of viral misinformation. Chatbots are a promising technology to reach and engage populations during the pandemic. To inform and communicate effectively with users, chatbots must be highly usable and credible. … Show more

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Cited by 16 publications
(13 citation statements)
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“…ChatGPT can address common concerns and misconceptions related to vaccines and provide personalized recommendations based on individual circumstances [ 41 ]. This technology can be integrated into healthcare systems, websites, and mobile applications to reach a wider audience and provide support and education on vaccine uptake, but this needs further research [ 42 ].…”
Section: Discussionmentioning
confidence: 99%
“…ChatGPT can address common concerns and misconceptions related to vaccines and provide personalized recommendations based on individual circumstances [ 41 ]. This technology can be integrated into healthcare systems, websites, and mobile applications to reach a wider audience and provide support and education on vaccine uptake, but this needs further research [ 42 ].…”
Section: Discussionmentioning
confidence: 99%
“…Some of these tools were chatbots that were programmed to answer common questions. VIRA, for instance, is a chatbot developed by the Johns Hopkins International Vaccine Access Center that uses artificial intelligence (AI) to answer common questions about the COVID-19 vaccines [ 29 ]. Other approaches relied on human interaction rather than AI.…”
Section: Resultsmentioning
confidence: 99%
“…Machine learning–based models use algorithms to learn from data and make decisions based on that learning experience [ 9 ]. Natural language processing (NLP) techniques are common for building machine learning–based chatbots [ 13 , 14 ]. NLP models can analyze and understand human language to generate human-like responses [ 15 , 16 ].…”
Section: How Do Chatbots Work?mentioning
confidence: 99%
“…Symptom checkers use machine learning algorithms to provide personalized health recommendations based on symptoms and other user information provided [ 23 ]. For infectious diseases, studies that use symptom checkers have focused on triaging COVID-19 [ 14 , 24 ]. Ada Health is a symptom checker with class II certification under the EU medical device regulation.…”
Section: What Medical Chatbots Are Available?mentioning
confidence: 99%