Traces of Emotional Fluctuations Around the World Regarding the HPV Vaccine: a Netnographic Sentiment Analysis

Özden Tandoğan 1 * , Gözde Özsezer 2
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1 Department of Nursing, Faculty of Health Sciences, Istanbul Arel University, Istanbul, Turkey
2 Department of Public Health Nursing, Faculty of Health Sciences, Çanakkale Onsekiz Mart University, Çanakkale, Turkey
* Corresponding Author
J CLIN MED KAZ, Volume 22, Issue 4, pp. 47-53. https://doi.org/10.23950/jcmk/16590
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Author Contributions: Conceptualization,  ÖT; methodology, GÖ; validation, ÖT; GÖ; formal analysis, GÖ; investigation, ÖT; resources, ÖT; GÖ; data curation, GÖ; writing – original draft preparation, ÖT; writing – review and editing, ÖT; GÖ; visualization, ÖT; supervision, ÖT; project administration, GÖ; funding acquisition, GÖ. All authors have read and agreed to the published version of the manuscript.

ABSTRACT

Background: Human papillomavirus (HPV) is a leading cause of cervical cancer, and vaccination is a key preventive measure. Despite its proven effectiveness, discussions surrounding the HPV vaccine remain polarized on social media, reflecting varying public sentiments. Aims: The aim of this study is to examine the HPV vaccine discussions on social media platforms netnographically and to analyze sentiment with artificial intelligence. Methods: The study used data collected from various social media platforms such as Twitter, Tik Tok, YouTube, Facebook, and news sites during a one-month period between April 7 and May 7, 2024. The Brand24® tool was used for data collection, and sentiment analysis of the data was conducted netnographically. The analysis included dimensions such as mention volumes, the most influential sites, trending hashtags, and sentiment analysis. Results: The analysis showed that 79% of online discussions on HPV vaccination were neutral, 14% were positive, and 7% had negative sentiment. The most influential sites included YouTube, Facebook, Twitter, TikTok, and the CDC. The most popular hashtags included #hpvvaccine, #hpv, and #cervicalcancer. Increases in the volume of mentions were observed, especially on and after World Immunization Day. Conclusions: The results provide important clues for the development of health communication strategies and vaccination policies. In addition, analyzing the change in online discussions over time contributes to identifying awareness and current trends towards HPV vaccination.
Keywords: HPV vaccine, netnography, sentiment analysis, health communication, vaccine policies

CITATION

Tandoğan Ö, Özsezer G. Traces of Emotional Fluctuations Around the World Regarding the HPV Vaccine: a Netnographic Sentiment Analysis. J CLIN MED KAZ. 2025;22(4):47-53. https://doi.org/10.23950/jcmk/16590

REFERENCES

  • Arbyn M, Xu L, Simoens C, Martin-Hirsch PPL. Prophylactic vaccination against human papillomaviruses to prevent cervical cancer and its precursors. Cochrane Database of Systematic Reviews 2018; 5(5): CD009069. https://doi.org/10.1002/14651858.CD009069.pub3.
  • WHO. Human papillomavirus (HPV) and cervical cancer [Internet]. Geneva: World Health Organization; [cited 2021 Feb 20]. Available from: https://www.who.int/news-room/fact-sheets/detail/human-papillomavirus-(hpv)-and-cervical-cancer. Accessed May 12, 2024.
  • Sabeena S, Bhat P, Kamath V, Asad M. Human papilloma virus vaccination: understanding and addressing the sociocultural barriers faced by parents in low socioeconomic urban areas of Mangalore city, India. J Obstet Gynecol India. 2017; 67(3): 191–196.
  • Gürsoy MY, Sağtaş F. Human papillomavirus vaccination in male university students in turkey: coverage rate, barriers, and associated factors. J Prev 2023; 44(2): 181–191. https://doi.org/10.1007/s10935-022-00711-1.
  • Hakimi S, Lami F, Allahqoli L, Alkatout I. Barriers to the HPV vaccination program in the Eastern Mediterranean region: a narrative review. J Turk Ger Gynecol Assoc. 2023; 24(1): 48–56. https://doi.org/10.4274/jtgga.galenos.2022.2022-6-6.
  • Thomson Reuters Foundatın News. Turkish women fight in court for free HPV vaccine against cancer Accessed: https://news.trust.org/item/20220405153933-52jc0/. Accessed May 20, 2024.
  • Çalışkan ZK, Ergör G. HPV vaccine and the responsibility to inform: the role of health authorities as a medical ethics problematic. Journal Of Medical Ethics Law. 2020; 17(64): 59–71
  • Boucher JC, Kim SY, Jessiman-Perreault G, Edwards J, Smith H, Frenette N, Badami A, Scott LA. HPV vaccine narratives on Twitter during the COVID-19 pandemic: a social network, thematic, and sentiment analysis. BMC Public Health. 2023; 23(1): 694. https://doi.org/10.1186/s12889-023-15615-w.
  • Terada M, Okuhara T, Nagasawa T, Okada H, Goto E, Kiuchi T. Public perception of the resumption of HPV vaccine recommendation in Japan: Twitter content analysis. Health Promot Int. 2023; 38(6): 153. https://doi.org/10.1093/heapro/daad153.
  • Dyda A, Shah Z, Surian D, Martin P, Coiera E, Dey A, Leask J, Dunn, A. HPV vaccine coverage in Australia and associations with HPV vaccine information exposure among Australian Twitter users. Human Vaccines & Immunotherapeutics. 2019; 15: 1488–1495. https://doi.org/10.1080/21645515.2019.1596712.
  • Deiner MS, Fathy C, Kim J, Niemeyer K, Ramirez D, Ackley S, Liu F, Lietman T, Porco, T. Facebook and Twitter vaccine sentiment in response to measles outbreaks. Health Informatics Journal. 2019; 25(3): 1116–1132. https://doi.org/10.1177/1460458217740723
  • Jun J, Wickersham K, Zain A, Ford R, Zhang N, Ciccarelli C, Kim S, Liang, C. Cancer and COVID-19 Vaccines on Twitter: The Voice and Vaccine Attitude of Cancer Community. Journal of Health Communication. 2023; 28(1): 1–14. https://doi.org/10.1080/10810730.2023.2168800.
  • Cervivor. (n.d.). Cervivor (@iamcervivor) • Instagram photos and videos. Instagram. Retrieved August 21, 2024, from https://www.instagram.com/IamCervivor/. Accessed June 1 2024.
  • Gholami A, Khajavi Z, Shahandeh Z, Leila AT. Mothers' engagement with social media for child vaccination: an examination of facebook and instagram. Journal of Medication and Life. 2022; 15(2): 257.
  • Karafillakis E, Simas C, Jarrett C, Verger P, Peretti-Watel P, Dib F, De Angelis S, Takács J, Ali K, Celentano P, Larson H. HPV vaccination in a context of public mistrust and uncertainty: a systematic literature review of determinants of HPV vaccine hesitancy in Europe. Hum Vaccin Immunother. 2019; 15(7–8): 1615–1627. https://doi.org/10.1080/21645515.2018.1564436.
  • National Cancer Institute. (2021, May 25). Human papillomavirus (HPV) vaccines. https://www.cancer.gov/about-cancer/causes-prevention/risk/infectious-agents/hpv-vaccine-fact-sheet Accessed June 1 2024.
  • Malik A, Pathania S, Daadouche H, Bowers A. Analyzing HPV vaccine-related posts on social media platforms in India. Health Promotion International. 2020; 35(6): 1354–1362.
  • Katzman JG, Cruz TH, Katzman AW, Wallace SP. Visual analysis of human papillomavirus (HPV) vaccine content on Instagram. Vaccine. 2021; 39(13): 1848–1855.
  • Smith N, Graham T. Mapping the anti-vaccination movement on Facebook. Information, Communication & Society. 2019; 22(9): 1310–1327. https://doi.org/10.1080/1369118X.2017.1418406.