[1] St Petersburg University, Department of Sociology, viktoria_dudina@mail.ru
[2] LLC „Disrapp”, vosayfulina@gmail.com
Abstract
Doubts about vaccination in spite of the availability of vaccines are called “vaccine hesitancy”. In the digital age vaccine hesitancy is significantly influenced by information from the Internet, online communication and discussions on social media. The research of the language of such discussion is very important for understanding attitudes of people towards vaccination. The vaccine hesitancy discourse varies from country to country due to its social context, but also has many similarities. The aim of the research was to describe the thematic structure of the online discourse of vaccine hesitancy in social media. We analyzed Russian language social media discussions around COVID-19 vaccination. Comments were selected from four most active discussion groups. Thematic analysis was implemented for data organization and interpretation. Main themes identified are as follows: doubts about the safety of vaccination; doubts about the effectiveness of vaccination; doubts about the need for vaccination; doubts about the fairness of vaccination. The study of discourses of vaccine hesitancy in different languages makes a significant contribution to understanding the general patterns of functioning of discourse in the field of health, in particular, discourse about vaccination. The research was supported by RSF (project No 22-18-00261).
Keywords: discourse, social media, vaccine hesitancy, thematic analysis, COVID-19
References
Abric, J. C. (1993). “Central system, peripheral system: their functions and roles in the dynamics of social representations”. Papers on social representations, 2, 75-78.
Aechtner, T. (2021). “Distrust, danger, and confidence: A content analysis of the Australian Vaccina- tion-Risks Network Blog”. Public Understanding of Science, 30 (1), 16-35.
Ahmed, N. et al. (2018) “Social media use and influenza vaccine uptake among White and African American adults”. Vaccine, 36(49), 7556-7561.
Al-Jayyousi, G. F., Sherbash, M. A. M., Ali, L. A. M., El-Heneidy, A., Alhussaini, N. W. Z., Elhassan, M. E. A., Nazzal, M. A. (2021). Factors influencing public attitudes towards COVID-19 vaccination: A scoping review informed by the socio-ecological model. Vaccines, 9(6), 548.
Betsch, C. et al. (2010). “The influence of vaccine-critical websites on perceiving vaccination risks”. Jour- nal of health psychology, 15(3), 446-455.
Brennan, O. C., Moore, J. E., Moore, P. J., & Millar, B. C. (2022). Vaccination terminology: A revised glossary of key terms including lay person’s definitions. Journal of clinical pharmacy and thera- peutics, 47(3), 369-382.
Chen, Q., Croitoru, A., Crooks, A. (2023). A comparison between online social media discussions and vac- cination rates: A tale of four vaccines. Digital Health, 9, 20552076231155682.
Clarke, V., Braun, V. and Hayfield, N. (2015) Thematic Analysis. In: Smith, J.A., Ed., Qualitative Psychol- ogy: A Practical Guide to Research Methods, London: SAGE, 222-248.
Cordina, M., Lauri, M. A. (2021). Attitudes towards COVID-19 vaccination, vaccine hesitancy and inten- tion to take the vaccine. Pharmacy Practice (Granada), 19(1).
Dudina, V., Judina, D., Platonov, K. (2019). Personal illness experience in Russian social media: Between willingness to share and stigmatization. In Internet Science: 6th International Conference, INSCI 2019, Perpignan, France, December 2–5, 2019, Proceedings 6 (pp. 47-58). Springer International Publishing.
Dudina, V., Ruppel, A. F. (2020) “Every little thing makes me mad”: self-medicalization of stress and the patterns of taking pharmaceuticals in a digital society. Monitoring of Public Opinion: Economic and Social Changes. No. 2. P. 312—330.
Griffith, J., Marani, H, Monkman, H. (2021). COVID-19 Vaccine Hesitancy in Canada: Content Analysis of Tweets Using the Theoretical Domains Framework. Journal of Medical Internet Research, 23(4): e26874.
Hwang, J., Su M.-H., Jiang, X., Lian, R, Tveleneva, A., Shah, D. (2022). “Vaccine discourse during the on- set of the COVID-19 pandemic: Topical structure and source patterns informing efforts to combat vaccine hesitancy”. PLoS ONE 17(7): e0271394.
Jennings, W., Stoker, G., Bunting, H., Valgarðsson, V., Gaskell, J., Devine, D., Mills, M. (2021). Lack of trust, conspiracy beliefs, and social media use predict COVID-19 vaccine hesitancy. Vaccines, 9(6), 593.
Kafadar, A. H., Tekeli, G. G., Jones, K. A., Stephan, B., & Dening, T. (2023). Determinants for COVID-19 vaccine hesitancy in the general population: a systematic review of reviews. Journal of Public Health, 31(11), 1829-1845.
King, E., Dudina, V. (2021). COVID-19 in Russia: Should we expect a novel response to the novel corona- virus? Global Public Health, 16(8-9), 1237-1250.
MacDonald, N. E. et al. (2015). “Vaccine hesitancy: Definition, scope and determinants”. Vaccine, 33(34), 4161-4164.
Martin, S. et al. (2020) “Vaccines for pregnant women…?! Absurd”–Mapping maternal vaccination dis- course and stance on social media over six months”. Vaccine. 38(42). P. 6627-6637.
Moscovici, S. (2000). “The phenomenon of social representations”. In: Duveen, G. ed. Social representa- tions: Explorations in social psychology. New York: New York University Press. Pp. 18–77.
Moscovici, S. (2001). “Why a theory of social representations?” In: Deaux, K. and Philogène, G. eds 2001. Representations of the social: bridging theoretical traditions. Oxford: Blackwell Publichers. Pp. 18–61.
Moscovici, S., Herzlich, C. (1973). “Health and illness: A social psychological analysis”. The Journal of Community and Applied Social Psychology. 9, 1099-1298.
Nan, X., Madden, K. (2012). “HPV vaccine information in the blogosphere: how positive and negative blogs influence vaccine-related risk perceptions, attitudes, and behavioral intentions”. Health communication. 27(8), 829-836.
Nerlich, B., Jaspal, R. (2021). “Social representations of ‘social distancing’ in response to COVID-19 in the UK media”. Current Sociology, 69(4), 566–583.
Nuti, S.V., Armstrong, K. (2021). Lay Epidemiology and Vaccine Acceptance. JAMA, 326(4), 301–302. Opel, D. J. et al. (2011). “Validity and reliability of a survey to identify vaccine-hesitant parents”. Vaccine. 29(38), 6598-6605.
Paul, E., Steptoe, A., Fancourt, D. (2021). Attitudes towards vaccines and intention to vaccinate against COVID-19: Implications for public health communications. The Lancet Regional Health–Eu- rope, 1.
Piedrahita-Valdés, H. et al. (2021) “Vaccine hesitancy on social media: Sentiment analysis from June 2011 to April 2019”. Vaccines. 9(1), 28.
Platonov, K., Svetlov, K., Saifulina, V. (2022). Discourse on Vaccination on Russian Social Media: Topics and Controversy. In 2022 32nd Conference of Open Innovations Association (FRUCT) (pp. 1-7). IEEE.
Potter, J., Edwards, D. (1999). “Social representations and discursive psychology: From cognition to ac- tion”. Culture & Psychology. 5(4), 447-458.
Puri, N., Coomes, E. A., Haghbayan, H., Gunaratne, K. (2020). Social media and vaccine hesitancy: new updates for the era of COVID-19 and globalized infectious diseases. Human vaccines & immu- notherapeutics, 16(11), 2586-2593.
Rotolo, B., Dubé, E., Vivion, M., MacDonald, S. E., Meyer, S. B. (2022). “Hesitancy towards COVID-19 vaccines on social media in Canada”. Vaccine. 40(19), 2790–2796.
Samal, J. (2021). “Impact of COVID-19 infodemic on psychological wellbeing and vaccine hesitancy”. Egypt Journal of Bronchology, 15(1),14.
Schernhammer, E., Weitzer, J., Laubichler, M., Birmann, B., Bertau, M. (2022) “Correlates of COVID-19 vaccine hesitancy in Austria: trust and the government”. Journal of Public Health. 44(1), e106-e116.
Veselov, Y., Sinyutin, M., Kapustkina, E. (2016). Trust, morality, and markets. Rethinking economy and society via the Russian case. Peter Lang Gmbh.
World Health Organization. (2019). Top ten threats to global health in 2019. [accessed 2023 Dec 12]. https:// www.who.int/emergen cies/ten-threats-to-global-health-in-2019.
Yang, X., Shi, N., Liu, C., Zhang, J., Miao, R., Jin, H. (2023). Relationship between vaccine hesitancy and vaccination behaviors: Systematic review and meta-analysis of observational studies. Vaccine.
Zimand-Sheiner, D., Kol, O., Frydman, S., Levy, S. (2021). To be (vaccinated) or not to be: the effect of media exposure, institutional trust, and incentives on attitudes toward COVID-19 vaccination. International Journal of Environmental Research and Public Health, 18(24), 12894.