Tweeting about the COVID-19 vaccine: A content analysis

References

• Allington, D., Duffy, B., Wessely, S., Dhavan, N., & Rubin, J. (2020). Health-protective behaviour, social media usage and conspiracy belief during the COVID-19 public health emergency. Psychological Medicine, 51(10), 1763–1769. doi:10.1017/S003329172000224X
   PubMed Web of Science ®Google Scholar
• Bakshy, E., Hofman, J. M., Mason, W. A., & Watts, D. J. (2011, February). Everyone’s an influencer: Quantifying influence on twitter. In Proceedings of the fourth ACM international conference on Web search and data mining, Hong Kong, China (pp. 65–74).
   Google Scholar
• Blankenship, E. B., Goff, M. E., Yin, J., Tse, Z. T. H., Fu, K. W., Liang, H. … Fung, I. C. H. (2018). Sentiment, contents, and retweets: A study of two vaccine-related datasets. The Permanente Journal, 22(3). doi:10.7812/TPP/17-138
   PubMedGoogle Scholar
• Bond, S. (2021). Just 12 people are behind most vaccine hoaxes on social media, research shows (p. 14). NPR News: NPR All Things Considered.
   Google Scholar
• Centers for Disease Control and Prevention. (2020, December 17). EtR for Pfizer-BioNTech Covid-19 Vaccine under EUA. Centers for Disease Control and Prevention. https://www.cdc.gov/vaccines/acip/recs/grade/covid-19-pfizer-biontech-etr.html.
   Google Scholar
• Chakraborty, P., Colditz, J. B., Silvestre, A. J., Friedman, M. R., Bogen, K. W., Primack, B. A., & Lee, A. (2017). Observation of public sentiment toward human papillomavirus vaccination on Twitter. Cogent Medicine, 4(1), 1390853. doi:10.1080/2331205X.2017.1390853
   Google Scholar
• Chen, S., Xu, Q., Buchenberger, J., Bagavathi, A., Fair, G., Shaikh, S., & Krishnan, S. (2018). Dynamics of health agency response and public engagement in public health emergency: A case study of CDC tweeting patterns during the 2016 Zika epidemic. JMIR Public Health and Surveillance, 4(4), e10827.
   PubMedGoogle Scholar
• Chew, C., Eysenbach, G., & Sampson, M. (2010). Pandemics in the age of Twitter: Content analysis of tweets during the 2009 H1N1 outbreak. Plos One, 5(11), e14118. doi:10.1371/journal.pone.0014118
   PubMed Web of Science ®Google Scholar
• Cinelli, M., Quattrociocchi, W., Galeazzi, A., Valensise, C. M., Brugnoli, E., Schmidt, A. L. … Scala, A. (2020). The COVID-19 social media infodemic. Scientific Reports, 10(1). doi:10.1038/s41598-020-73510-5
   Web of Science ®Google Scholar
• Conway, B. A., Kenski, K., & Wang, D. (2015). The rise of twitter in the political campaign: Searching for intermedia agenda-setting effects in the presidential primary. Journal of Computer-Mediated Communication, 20(4), 363–380. doi:10.1111/jcc4.12124
   Web of Science ®Google Scholar
• Edo-Osagie, O., De La Iglesia, B., Lake, I., & Edeghere, O. (2020). A scoping review of the use of twitter for public health research. Computers in Biology and Medicine, 122, 103770. doi:10.1016/j.compbiomed.2020.103770
   PubMed Web of Science ®Google Scholar
• Fu, K. W., Liang, H., Saroha, N., Tse, Z. T. H., Ip, P., & Fung, I. C. H. (2016). How people react to Zika virus outbreaks on twitter? A computational content analysis. American Journal of Infection Control, 44(12), 1700–1702. doi:10.1016/j.ajic.2016.04.253
   PubMed Web of Science ®Google Scholar
• Groshek, J., & Groshek, M. C. (2010). Agenda trending: Reciprocity and the predictive capacity of social networking sites in intermedia agenda setting across topics over time. Media and Communication, 1(1), 15–27. doi:10.17645/mac.v1i1.71
   Google Scholar
• Guidry, J. P., Jin, Y., Orr, C. A., Messner, M., & Meganck, S. (2017). Ebola on Instagram and Twitter: How health organizations address the health crisis in their social media engagement. Public Relations Review, 43(3), 477–486.
   Web of Science ®Google Scholar
• Hart, M., Stetten, N., Islam, S., & Pizarro, K. (2017). Twitter and public health (part 2): Qualitative analysis of how individual health professionals outside organizations use microblogging to promote and disseminate health-related information. JMIR Public Health and Surveillance, 3(4), e6796. doi:10.2196/publichealth.6796
   Google Scholar
• Heaivilin, N., Gerbert, B., Page, J. E., & Gibbs, J. L. (2011). Public health surveillance of dental pain via twitter. Journal of Dental Research, 90(9), 1047–1051. doi:10.1177/0022034511415273
   PubMed Web of Science ®Google Scholar
• Holton, A. E., Baek, K., Mark Coddington, M., & Yaschur, C. (2014). Seeking and sharing: Motivations for linking on twitter. Communication Research Reports, 31(1), 33–40. doi:10.1080/08824096.2013.843165
   Google Scholar
• Jordan, S. E., Hovet, S. E., Fung, I.C. -H., Liang, H., Fu, K. -W., & Tse, Z. T. H. (2019). Using twitter for public health surveillance from monitoring and prediction to public response. Data, 4(1), 6. doi:10.3390/data4010006
   Web of Science ®Google Scholar
• Kaiser Health News. (2020, December 15). Meet the first person in the US to get COVID vaccine. https://khn.org/morning-breakout/meet-the-first-person-in-the-us-to-get-covid-vaccine/.
   Google Scholar
• Kalsnes, B., & Olof Larsson, A. (2018). Understanding news sharing across social media. Journalism Studies, 19(11), 1669–1688. doi:10.1080/1461670X.2017.1297686
   Web of Science ®Google Scholar
• Kearney, M. D., Selvan, P., Hauer, M. K., Leader, A. E., & Massey, P. M. (2019). Characterizing HPV vaccine sentiments and content on Instagram. Health Education & Behavior, 46(2_suppl), 37S–48S.
   PubMed Web of Science ®Google Scholar
• Kim, H., Jang, S. M., Kim, S. H., & Wan, A. (2018). Evaluating sampling methods for content analysis of twitter data. DOI: 2056305118772836 Social Media+ Society, 4(2), 205630511877283. doi:10.1177/2056305118772836
   Web of Science ®Google Scholar
• Li, Y., Twersky, S., Ignace, K., Zhao, M., Purandare, R., Bennett-Jones, B., & Weaver, S. R. (2020). Constructing and communicating COVID-19 stigma on twitter: A content analysis of tweets during the early stage of the COVID-19 outbreak. International Journal of Environmental Research and Public Health, 17(18), 6847. doi:10.3390/ijerph17186847
   PubMed Web of Science ®Google Scholar
• Malecki, K. M., Keating, J. A., & Safdar, N. (2020). Crisis communication and public perception of COVID-19 risk in the era of social media. Clinical Infectious Diseases: An Official Publication of the Infectious Diseases Society of America, 72(4), 697–702. doi:10.1093/cid/ciaa758
   Web of Science ®Google Scholar
• Massey, P. M., Leader, A., Yom-Tov, E., Budenz, A., Fisher, K., & Klassen, A. C. (2016). Applying multiple data collection tools to quantify human papillomavirus vaccine communication on Twitter. Journal of Medical Internet Research, 18(12), e6670. doi:10.2196/jmir.6670
   Web of Science ®Google Scholar
• Meadows, C. W., Meadows, C. Z., Tang, L., & Liu, W. (2019). Unraveling public health crises across stages: Understanding twitter emotions and message types during the California measles outbreak. Communication Studies, 70(4), 453–469. doi:10.1080/10510974.2019.1582546
   Web of Science ®Google Scholar
• Moorhead, S. A., Hazlett, D. E., Harrison, L., Carroll, J. K., Irwin, A., & Hoving, C. (2013). A new dimension of health care: Systematic review of the uses, benefits, and limitations of social media for health communication. Journal of Medical Internet Research, 15(4), e1933. doi:10.2196/jmir.1933
   Web of Science ®Google Scholar
• Odlum, M., & Yoon, S. (2016, November). World AIDS Day Twitter Chat: A Public Sentiment Analysis. In APHA 2016 Annual Meeting & Expo (Oct. 29-Nov. 2, 2016). APHA.
   Google Scholar
• Odlum, M., & Yoon, S. (2018). Health information needs and health seeking behavior during the 2014-2016 Ebola outbreak: A Twitter content analysis. PLoS Currents, 10. doi:10.1371/currents.outbreaks.fa814fb2bec36e29b718ab6af66124fa
   Google Scholar
• Paul, M. J., & Dredze, M. (2012). A model for mining public health topics from twitter. Health, 11(16–16), 1.
   Google Scholar
• Quinn, S. C., & Andrasik, M. P. (2021). Addressing vaccine hesitancy in BIPOC communities—toward trustworthiness, partnership, and reciprocity. The New England Journal of Medicine, 385(2), 97–100.
   PubMed Web of Science ®Google Scholar
• Rogstad, I. (2016). Is twitter just rehashing? Intermedia agenda-setting between twitter and mainstream media. Journal of Information Technology & Politics, 13(2), 142–158. doi:10.1080/19331681.2016.1160263
   Web of Science ®Google Scholar
• Rosenberg, H., Syed, S., & Rezaie, S. (2020). The twitter pandemic: The critical role of twitter in the dissemination of medical information and misinformation during the COVID-19 pandemic. CJEM, 22(4), 418–421. doi:10.1017/cem.2020.361
   PubMedGoogle Scholar
• Rudat, A., & Buder, J. (2015). Making retweeting social: The influence of content and context information on sharing news in twitter. Computers in Human Behavior, 46, 75–84. doi:10.1016/j.chb.2015.01.005
   Web of Science ®Google Scholar
• Signorini, A., Segre, A. M., Polgreen, P. M., & Galvani, A. P. (2011). The use of twitter to track levels of disease activity and public concern in the US during the influenza a H1N1 pandemic. Plos One, 6(5), e19467. doi:10.1371/journal.pone.0019467
   PubMed Web of Science ®Google Scholar
• Sim, J., & Wright, C. C. (2005). The kappa statistic in reliability studies: Use, interpretation, and sample size requirements. Physical Therapy, 85(3), 257–268.
   PubMed Web of Science ®Google Scholar
• Wang, Y., Mckee, M., Torbica, A., & Stuckler, D. (2019). Systematic literature review on the spread of health-related misinformation on social media. Social Science & Medicine, 240, 112552. doi:10.1016/j.socscimed.2019.112552
   PubMed Web of Science ®Google Scholar
• Wilson, S. L., & Wiysonge, C. S. (2020). Social media and vaccine hesitancy. BMJ Global Health, 5(10), e004206. doi:10.1136/bmjgh-2020-004206
   PubMed Web of Science ®Google Scholar
• Yousefinaghani, S., Dara, R., Mubareka, S., Papadopoulos, A., & Sharif, S. (2021). An analysis of COVID-19 vaccine sentiments and opinions on twitter. International Journal of Infectious Diseases, 108, 256–262. doi:10.1016/j.ijid.2021.05.059
   PubMed Web of Science ®Google Scholar