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Accepted for/Published in: JMIR Infodemiology

Date Submitted: Dec 31, 2024
Date Accepted: Sep 16, 2025

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

Quality Assessment of Health Information on Social Media During a Public Health Crisis: Infodemiology Study

Haghighi R, Farhadloo M

Quality Assessment of Health Information on Social Media During a Public Health Crisis: Infodemiology Study

JMIR Infodemiology 2025;5:e70756

DOI: 10.2196/70756

PMID: 41135052

PMCID: 12551971

Warning: This is an author submission that is not peer-reviewed or edited.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.

Quality Assessment of Health-related Information on Social Media During a Public Health Crisis

  • Rozita Haghighi; 
  • Mohsen Farhadloo

ABSTRACT

Background:

The quality of health information on social media is a major concern, especially during the early stages of public health crises. While the quality of the results of the popular search engines related to particular diseases have been analyzed in the literature, the quality of health-related information on social media such as X/Twitter during the early stages of a public health crisis has not been addressed.

Objective:

This study aims to evaluate the quality of health-related information on social media during the early stages of a public health crisis.

Methods:

A cross-sectional analysis was conducted on tweets related to health in the early stages of the most recent public health crisis (COVID-19 pandemic). The study analyzed the top 100 websites that were most frequently retweeted in the early stages of the crisis, categorizing them by content type, website affiliation, and exclusivity. Quality and reliability were assessed using the DISCERN and JAMA benchmarks.

Results:

Our analyses showed that 95% of the websites met only 2 of the 4 JAMA quality criteria. DISCERN scores revealed that 81% of the websites were evaluated as low scores, and only 11% of the websites were evaluated as high scores. The analysis revealed significant disparities in the quality and reliability of health information across different website affiliations, content types, and exclusivity.

Conclusions:

This study highlights a significant issue with the quality, reliability, and transparency of online health-related information during a public health challenge. The extensive shortcomings observed across frequently shared websites on Twitter highlight the critical need for continuous evaluation and improvement of online health content during the early stages of future health crises. Without consistent oversight and improvement, we risk repeating the same shortcomings in future, potentially more challenging situations.


 Citation

Please cite as:

Haghighi R, Farhadloo M

Quality Assessment of Health Information on Social Media During a Public Health Crisis: Infodemiology Study

JMIR Infodemiology 2025;5:e70756

DOI: 10.2196/70756

PMID: 41135052

PMCID: 12551971

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© 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.