Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Accepted for/Published in: Journal of Medical Internet Research

Date Submitted: Jun 1, 2022
Date Accepted: Oct 20, 2022

The final, peer-reviewed published version of this preprint can be found here:

Understanding the Social Mechanism of Cancer Misinformation Spread on YouTube and Lessons Learned: Infodemiological Study

Yoon HY, You KH, Kwon JH, Kim JS, Rha SY, Chang YJ, Lee SC

Understanding the Social Mechanism of Cancer Misinformation Spread on YouTube and Lessons Learned: Infodemiological Study

J Med Internet Res 2022;24(11):e39571

DOI: 10.2196/39571

PMID: 36374534

PMCID: 9699593

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

The Spread of Cancer Misinformation via YouTube and how to Stop It: A Study on the Self-Administration of Anthelmintic for dogs as cancer medicine

  • Ho Young Yoon; 
  • Kyung Han You; 
  • Jung Hye Kwon; 
  • Jung Sun Kim; 
  • Sun Young Rha; 
  • Yoon Jung Chang; 
  • Sang-Cheol Lee

ABSTRACT

Background:

A knowledge gap exists between the list of required actions and the action plan for countering cancer misinformation on social media. A social media strategy to deliver factual information while also disrupting disinformation on a social media network has garnered little attention

Objective:

This study is intended, first, to identify the spread structure of cancer misinformation on YouTube. How do YouTube videos play an important role to spread the self-administration of Anthelmintic for dogs as cancer medicine? Second, the study is intended to suggest the action strategy for stopping misinformation on YouTube by exploiting the logic of YouTube information flow and recommender system. What would be the effective strategy to stop cancer misinformation on YouTube?

Methods:

The study used the YouTube case on the Self-Administration of Anthelmintic for dogs as alternative cancer medicine in South Korea. We gathered the Korean YouTube videos on the self-administration of Fenbendazole. It was retrieved using YouTube API for the query "Fenbendazole" and 702 videos from 227 channels were compiled. Then, at least 50,000 views and uploaded between September 2019 and September 2020 were chosen from the collection. Finally, the 10 suggested videos for each video were compiled, totaling 573 videos. Social network visualization for 573 recommended videos is used to identify three intervention strategies for disrupting the The study found the evidence of so-called ‘complex contagion’ by human and recommender system. By exposing stakeholders to multiple information sources on Fenbendazole self-administration personal reviews and linking them via recommender algorithm, YouTube has become the perfect infrastructure for reinforcing the belief that Fenbendazole can cure cancer, despite government warnings of self-administration risks and dangers.YouTube misinformation network.

Results:

The study found the evidence of so-called ‘complex contagion’ by human and recommender system. By exposing stakeholders to multiple information sources on Fenbendazole self-administration personal reviews and linking them via recommender algorithm, YouTube has become the perfect infrastructure for reinforcing the belief that Fenbendazole can cure cancer, despite government warnings of self-administration risks and dangers.

Conclusions:

Health authority should upload pertinent information through ‘multiple’ channels and should exploit existing YouTube recommendation algorithm to disrupt misinformation network. Considering the viewing habits of patients and caregivers, the direct use of hospital channels is more effective than the indirect use of news media channels through public announcement and statement or government channels. Reinforcing through multiple channels is the key.


 Citation

Please cite as:

Yoon HY, You KH, Kwon JH, Kim JS, Rha SY, Chang YJ, Lee SC

Understanding the Social Mechanism of Cancer Misinformation Spread on YouTube and Lessons Learned: Infodemiological Study

J Med Internet Res 2022;24(11):e39571

DOI: 10.2196/39571

PMID: 36374534

PMCID: 9699593

Download PDF


Request queued. Please wait while the file is being generated. It may take some time.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.