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Article: Effect of a mobile app chatbot and an interactive small-group webinar on COVID-19 vaccine intention and confidence in Japan: a randomised controlled trial
Title | Effect of a mobile app chatbot and an interactive small-group webinar on COVID-19 vaccine intention and confidence in Japan: a randomised controlled trial |
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Authors | |
Keywords | COVID-19 SARS-CoV-2 social media vaccination vaccination hesitancy |
Issue Date | 24-Oct-2023 |
Publisher | BMJ Publishing Group Ltd |
Citation | BMJ Global Health, 2023, v. 8, n. 5 How to Cite? |
Abstract | Introduction We investigated the effect of social media-based interventions on COVID-19 vaccine intention (VI) and confidence in Japan. Methods We conducted a three-arm randomised controlled trial between 5 November 2021 and 9 January 2022 during a low incidence (<1000/day) of COVID-19 in Japan in the midst of the second and the third waves. Japanese citizens aged ≥20 who had not received any COVID-19 vaccine and did not intend to be vaccinated were randomly assigned to one of the following three groups: (1) a control group, (2) a group using a mobile app chatbot providing information on COVID-19 vaccines and (3) a group using interactive webinars with health professionals. VI and predefined Vaccine Confidence Index (VCI) measuring confidence in the importance, safety and effectiveness were compared before and after the interventions under intention-to-treat principle. Logistic regression models were used to investigate the effect of each intervention on postintervention VI and changes of VCI compared with control. Results Among 386 participants in each group, 359 (93.0%), 231 (59.8%) and 207 (53.6%) completed the postsurvey for the control, chatbot and webinar groups, respectively. The average duration between the intervention and the postsurvey was 32 days in chatbot group and 27 days in webinar group. VI increased from 0% to 18.5% (95% CI 14.5%, 22.5%) in control group, 15.4% (95% CI 10.8%, 20.1%) in chatbot group and 19.7% (95% CI 14.5%, 24.9%) in webinar group without significant difference (OR for improvement=0.8 (95% CI 0.5, 1.3), p=0.33 between chatbot and control, OR=1.1 (95% CI 0.7, 1.6), p=0.73 between webinar and control). VCI change tended to be larger in chatbot group compared with control group without significant difference (3.3% vs −2.5% in importance, OR for improvement=1.3 (95% CI 0.9, 2.0), p=0.18; 2.5% vs 1.9% in safety, OR=1.1 (95% CI 0.7, 1.9), p=0.62; −2.4% vs −7.6% in effectiveness, OR=1.4 (95% CI 0.9, 2.1), p=0.09). Improvement in VCI was larger in webinar group compared with control group for importance (7.8% vs −2.5%, OR=1.8 (95% CI 1.2, 2.8), p<0.01), effectiveness (6.4% vs −7.6%, OR=2.2 (95% CI 1.4, 3.4), p<0.01) and safety (6.0% vs 1.9%, OR=1.6 (95% CI 1.0, 2.6), p=0.08). Conclusion This study demonstrated that neither the chatbot nor the webinar changed VI importantly compared with control. Interactive webinars could be an effective tool to change vaccine confidence. Further study is needed to identify risk factors associated with decreased vaccine confidence and investigate what intervention can increase VI and vaccine confidence for COVID-19 vaccines. |
Persistent Identifier | http://hdl.handle.net/10722/343553 |
ISSN | 2023 Impact Factor: 7.1 2023 SCImago Journal Rankings: 2.449 |
DC Field | Value | Language |
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dc.contributor.author | Kobayashi, Takaaki | - |
dc.contributor.author | Tomoi, Hana | - |
dc.contributor.author | Nishina, Yuka | - |
dc.contributor.author | Harada, Ko | - |
dc.contributor.author | Tanaka, Kyuto | - |
dc.contributor.author | Sasaki, Shugo | - |
dc.contributor.author | Inaba, Kanako | - |
dc.contributor.author | Mitaka, Hayato | - |
dc.contributor.author | Takahashi, Hiromizu | - |
dc.contributor.author | Passanante, Aly | - |
dc.contributor.author | Lau, Eric H Y | - |
dc.contributor.author | Naito, Toshio | - |
dc.contributor.author | Larson, Heidi | - |
dc.contributor.author | Wu, Joseph | - |
dc.contributor.author | Lin, Leesa | - |
dc.contributor.author | Yamada, Yuji | - |
dc.date.accessioned | 2024-05-14T05:21:24Z | - |
dc.date.available | 2024-05-14T05:21:24Z | - |
dc.date.issued | 2023-10-24 | - |
dc.identifier.citation | BMJ Global Health, 2023, v. 8, n. 5 | - |
dc.identifier.issn | 2059-7908 | - |
dc.identifier.uri | http://hdl.handle.net/10722/343553 | - |
dc.description.abstract | <p><strong>Introduction</strong> We investigated the effect of social media-based interventions on COVID-19 vaccine intention (VI) and confidence in Japan.</p><p><strong>Methods</strong> We conducted a three-arm randomised controlled trial between 5 November 2021 and 9 January 2022 during a low incidence (<1000/day) of COVID-19 in Japan in the midst of the second and the third waves. Japanese citizens aged ≥20 who had not received any COVID-19 vaccine and did not intend to be vaccinated were randomly assigned to one of the following three groups: (1) a control group, (2) a group using a mobile app chatbot providing information on COVID-19 vaccines and (3) a group using interactive webinars with health professionals. VI and predefined Vaccine Confidence Index (VCI) measuring confidence in the importance, safety and effectiveness were compared before and after the interventions under intention-to-treat principle. Logistic regression models were used to investigate the effect of each intervention on postintervention VI and changes of VCI compared with control.</p><p><strong>Results</strong> Among 386 participants in each group, 359 (93.0%), 231 (59.8%) and 207 (53.6%) completed the postsurvey for the control, chatbot and webinar groups, respectively. The average duration between the intervention and the postsurvey was 32 days in chatbot group and 27 days in webinar group. VI increased from 0% to 18.5% (95% CI 14.5%, 22.5%) in control group, 15.4% (95% CI 10.8%, 20.1%) in chatbot group and 19.7% (95% CI 14.5%, 24.9%) in webinar group without significant difference (OR for improvement=0.8 (95% CI 0.5, 1.3), p=0.33 between chatbot and control, OR=1.1 (95% CI 0.7, 1.6), p=0.73 between webinar and control). VCI change tended to be larger in chatbot group compared with control group without significant difference (3.3% vs −2.5% in importance, OR for improvement=1.3 (95% CI 0.9, 2.0), p=0.18; 2.5% vs 1.9% in safety, OR=1.1 (95% CI 0.7, 1.9), p=0.62; −2.4% vs −7.6% in effectiveness, OR=1.4 (95% CI 0.9, 2.1), p=0.09). Improvement in VCI was larger in webinar group compared with control group for importance (7.8% vs −2.5%, OR=1.8 (95% CI 1.2, 2.8), p<0.01), effectiveness (6.4% vs −7.6%, OR=2.2 (95% CI 1.4, 3.4), p<0.01) and safety (6.0% vs 1.9%, OR=1.6 (95% CI 1.0, 2.6), p=0.08).</p><p><strong>Conclusion</strong> This study demonstrated that neither the chatbot nor the webinar changed VI importantly compared with control. Interactive webinars could be an effective tool to change vaccine confidence. Further study is needed to identify risk factors associated with decreased vaccine confidence and investigate what intervention can increase VI and vaccine confidence for COVID-19 vaccines.</p> | - |
dc.language | eng | - |
dc.publisher | BMJ Publishing Group Ltd | - |
dc.relation.ispartof | BMJ Global Health | - |
dc.rights | This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. | - |
dc.subject | COVID-19 | - |
dc.subject | SARS-CoV-2 | - |
dc.subject | social media | - |
dc.subject | vaccination | - |
dc.subject | vaccination hesitancy | - |
dc.title | Effect of a mobile app chatbot and an interactive small-group webinar on COVID-19 vaccine intention and confidence in Japan: a randomised controlled trial | - |
dc.type | Article | - |
dc.identifier.doi | 10.1136/bmjgh-2022-010370 | - |
dc.identifier.scopus | eid_2-s2.0-85161316075 | - |
dc.identifier.volume | 8 | - |
dc.identifier.issue | 5 | - |
dc.identifier.issnl | 2059-7908 | - |