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

Infodemiology and Infoveillance (1558) JMIR Theme Issue: COVID-19 Special Issue (2554) Early Results from COVID-19 Studies (363) Theme Issue: Novel Coronavirus (COVID-19) Outbreak Rapid Reports (1542) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1139) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1911) Information Quality in Digital Media (407) Vaccination and Immunization in the Digital Age (442) Infodemic Management (60)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/49061, first published .
Exploring YouTube’s Recommendation System in the Context of COVID-19 Vaccines: Computational and Comparative Analysis of Video Trajectories

Exploring YouTube’s Recommendation System in the Context of COVID-19 Vaccines: Computational and Comparative Analysis of Video Trajectories

Exploring YouTube’s Recommendation System in the Context of COVID-19 Vaccines: Computational and Comparative Analysis of Video Trajectories

Authors of this article:

Yee Man Margaret Ng1, 2 Author Orcid Image ;   Katherine Hoffmann Pham1 Author Orcid Image ;   Miguel Luengo-Oroz1, 3 Author Orcid Image
Article Authors Cited by (11) Tweetations (11) Metrics

Journals

  1. Pedreschi D, Pappalardo L, Ferragina E, Baeza-Yates R, Barabási A, Dignum F, Dignum V, Eliassi-Rad T, Giannotti F, Kertész J, Knott A, Ioannidis Y, Lukowicz P, Passarella A, Pentland A, Shawe-Taylor J, Vespignani A. Human-AI coevolution. Artificial Intelligence 2025;339:104244 View
  2. Ahmed S, Sakib M, Dey S. Understanding the Impact of YouTube Videos on Parents of Children with Developmental Delay and Disabilities. Proceedings of the ACM on Human-Computer Interaction 2025;9(1):1 View
  3. Ng Y, Freedman V, Kratz A, Birditt K, Schafer M. Beyond Caregiving: Daily Pleasant Activities Among Caregivers to Older Adults With and Without Dementia. The Journals of Gerontology, Series B: Psychological Sciences and Social Sciences 2025;80(2) View
  4. Ng Y, Kratz A, Turkelson A, Birditt K. Daily interactions with care recipients and cardiovascular reactivity among dementia caregivers: The buffering role of friend interactions. Alzheimer's & Dementia 2025;21(5) View
  5. Ng Y, Chopik W, Birditt K, Fingerman K. Daily Support to Close Friends and Mood Among Older Men and Women. Research on Aging 2025 View
  6. Reardon L, Gawel E, Sharma S, Akella D, Riccio D, Carr M. Misinformation in YouTube Videos About Chiropractic Treatment for Otitis Media. Cureus 2025 View
  7. Andreadis K, Buderer N, Langford A. Investigating the Association of Subjective Numeracy, Interpersonal Communication, and Perceived Discrimination With Watching Health-Related Videos on Social Media Platforms: Cross-Sectional Analysis. JMIR Formative Research 2025;9:e71971 View
  8. Zorlular A, Zorlular R. Evaluating online video platforms for dynamic balance exercises: a focus on YouTube. The Physician and Sportsmedicine 2025:1 View

Conference Proceedings

  1. La Marca D, Poon P, Wibowo S. 2024 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES). COVID-19: A Literature Review on Leveraging IT to Improve the Effectiveness of Vaccination Systems View
  2. Urman A, Makhortykh M, Hannak A. Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency. WEIRD Audits? Research Trends, Linguistic and Geographical Disparities in the Algorithm Audits of Online Platforms - A Systematic Literature Review View
  3. Mejova Y, Tizzani M. 2025 10th International Digital Public Health Conference (DPH). Vaccine Hesitancy on YouTube: A Competition Between Health and Politics View