» Articles » PMID: 34285423

Misinformation Making a Disease Outbreak Worse: Outcomes Compared for Influenza, Monkeypox, and Norovirus

Overview
Journal Simulation
Publisher Sage Publications
Date 2021 Jul 21
PMID 34285423
Citations 36
Authors
Affiliations
Soon will be listed here.
Abstract

Health misinformation can exacerbate infectious disease outbreaks. Especially pernicious advice could be classified as "fake news": manufactured with no respect for accuracy and often integrated with emotive or conspiracy-framed narratives. We built an agent-based model that simulated separate but linked circulating contagious disease and sharing of health advice (classified as useful or harmful). Such advice has potential to influence human risk-taking behavior and therefore the risk of acquiring infection, especially as people are more likely in observed social networks to share bad advice. We test strategies proposed in the recent literature for countering misinformation. Reducing harmful advice from 50% to 40% of circulating information, or making at least 20% of the population unable to share or believe harmful advice, mitigated the influence of bad advice in the disease outbreak outcomes. How feasible it is to try to make people "immune" to misinformation or control spread of harmful advice should be explored.

Citing Articles

Adaptive behaviour during epidemics: a social risk appraisal approach to modelling dynamics.

OGara D, Kasman M, Hebert-Dufresne L, Hammond R J R Soc Interface. 2025; 22(222):20240363.

PMID: 39809333 PMC: 11732433. DOI: 10.1098/rsif.2024.0363.


BharatSim: An agent-based modelling framework for India.

Cherian P, Kshirsagar J, Neekhra B, Deshkar G, Hayatnagarkar H, Kapoor K PLoS Comput Biol. 2025; 20(12):e1012682.

PMID: 39775067 PMC: 11750085. DOI: 10.1371/journal.pcbi.1012682.


Social and Behavioural Change Communication Challenges, Opportunities and Lessons from Past Public Health Emergencies and Disease Outbreaks: A Scoping Review.

Gonah L, Nomatshila S Ann Glob Health. 2024; 90(1):62.

PMID: 39464416 PMC: 11505028. DOI: 10.5334/aogh.4418.


The role of social media on COVID-19 preventive behaviors worldwide, systematic review.

Fenta E, Bogale E, Anagaw T PLoS One. 2024; 19(7):e0306284.

PMID: 38985700 PMC: 11236194. DOI: 10.1371/journal.pone.0306284.


Modelling the impact of human behavior using a two-layer Watts-Strogatz network for transmission and control of Mpox.

Jia Q, Xue L, Sui R, Huo J BMC Infect Dis. 2024; 24(1):351.

PMID: 38532346 PMC: 10964561. DOI: 10.1186/s12879-024-09239-7.


References
1.
Fu F, Rosenbloom D, Wang L, Nowak M . Imitation dynamics of vaccination behaviour on social networks. Proc Biol Sci. 2010; 278(1702):42-9. PMC: 2992723. DOI: 10.1098/rspb.2010.1107. View

2.
Surgeoner B, Chapman B, Powell D . University students' hand hygiene practice during a gastrointestinal outbreak in residence: what they say they do and what they actually do. J Environ Health. 2009; 72(2):24-8. View

3.
Tenkorang E . Effect of knowledge and perceptions of risks on Ebola-preventive behaviours in Ghana. Int Health. 2018; 10(3):202-210. DOI: 10.1093/inthealth/ihy009. View

4.
Blumberg S, Lloyd-Smith J . Inference of R(0) and transmission heterogeneity from the size distribution of stuttering chains. PLoS Comput Biol. 2013; 9(5):e1002993. PMC: 3642075. DOI: 10.1371/journal.pcbi.1002993. View

5.
Gerdil C . The annual production cycle for influenza vaccine. Vaccine. 2003; 21(16):1776-9. DOI: 10.1016/s0264-410x(03)00071-9. View