This paper is in the following e-collection/theme issue:

Infodemiology and Infoveillance (1565) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1142) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1924) Public (e)Health, Digital Epidemiology and Public Health Informatics (1021) Information Seeking, Information Needs (561)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/44586, first published .
Analysis of Fluoride-Free Content on Twitter: Topic Modeling Study

Analysis of Fluoride-Free Content on Twitter: Topic Modeling Study

Analysis of Fluoride-Free Content on Twitter: Topic Modeling Study

Authors of this article:

Matheus Lotto1, 2 Author Orcid Image ;   Irfhana Zakir Hussain2, 3 Author Orcid Image ;   Jasleen Kaur2 Author Orcid Image ;   Zahid Ahmad Butt2 Author Orcid Image ;   Thiago Cruvinel1 Author Orcid Image ;   Plinio P Morita2, 4, 5, 6, 7 Author Orcid Image
Article Authors Cited by (12) Tweetations (9) Metrics

Journals

  1. Geiken A, Kock M, Banz L, Schwendicke F, Graetz C. Dental Practice Websites in Germany—How Do They Inform about Fluoridation?. Dentistry Journal 2024;12(3):65 View
  2. Jucá A, Santana Jorge O, Moreira Y, Lotto M, Sá Menezes T, Cruvinel T. Uncovering a pseudoscience: an analysis of ‘biological dentistry’ Instagram posts. Acta Odontologica Scandinavica 2024:180 View
  3. Fernández C, Gatica C, Valdebenito A, Vargas C. Fluoride concentration and pH in bottled waters commercialized in Chile: Implications for oral health. Journal of Food Composition and Analysis 2024;133:106440 View
  4. Esmaeilzadeh F, Movahhed T, Hasani Yaghooti M, Hoseinzadeh M, Babazadeh S. Content analysis of fluoride-related posts on Instagram. BMC Oral Health 2024;24(1) View
  5. LOTTO M, JORGE O, CRUVINEL A, CRUVINEL T. Implications of the health information pollution for society, health professionals, and science. Journal of Applied Oral Science 2024;32 View
  6. Sun H, Zhang R, Li X, Tang K. Mapping the AIDS Week Health Campaign on Social Media in China: A Mixed-Method Study. Health Communication 2025;40(10):2071 View
  7. Torwane N, Lalloo R, Ha D, Do L. Tracking the Debate: Geo‐Temporal Sentiment Analysis of Community Water Fluoridation on ‘X’ (Formerly Twitter) With Five‐Year Forecast. Community Dentistry and Oral Epidemiology 2025 View
  8. Machado V, Rodrigues S, Canales G, Delgado A. Evaluation of Oral hygiene Awareness and health-promoting behaviors Among Adults in the Masovian Region of Poland: A Cross-Sectional Survey Study. Annals Journal of Dental and Medical Assisting 2025;5(1):92 View
  9. Nagao H, Okuhara T, Suzuki-Chiba H, Okada H, Kiuchi T. Pro- and anti-fluoride use messages on YouTube in Japan: A content analysis (Preprint). JMIR Formative Research 2025 View
  10. Di Profio B, Lotto M, das Graças Y, Aguirre P, Villar C, Romito G, Cruvinel T, Pannuti C. Decoding the Web for Quality Insights on Mouthwash Information in Brazilian Websites. International Journal of Dental Hygiene 2025 View
  11. Hálek J, Řezáčová E, Marek P. DENTAL STATUS AND LEVEL OF RESTORATION IN CHILDREN UNDER 18 YEARS OF AGE IN THE ORTHODONTIST'S OFFICE. Česká stomatologie a praktické zubní lékařství 2025;125(4):81 View

Books/Policy Documents

  1. Madzík P, Falát L. Text Mining in Educational Research. View