Accepted for/Published in: Journal of Medical Internet Research
Date Submitted: Oct 29, 2020
Date Accepted: Aug 12, 2021
Date Submitted to PubMed: Nov 24, 2021
Warning: This is an author submission that is not peer-reviewed or edited.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.
Understanding the Relationship Between Official and Social Information about Infectious Disease: An Experimental Analysis
ABSTRACT
Background:
Communicating official public health information about infectious disease is complicated by the reality that individuals receive much of their information from their social contacts, either via interpersonal interaction or social media, which can be prone to bias and misconception.
Objective:
While extant literature addresses the effect of one source of information (official or social) or the other, it has not addressed the simultaneous interaction of official and social information in an experimental setting. This paper evaluates the effect of public health campaigns and the effect of socially communicated health information on learning about disease simultaneously.
Methods:
We utilized a series of experiments that exposed participants to both official information and structured social information about the symptoms and spread of Hepatitis C over a series of ten rounds of computer-based interactions. Participants were randomly assigned to receive a high, low, or control intensity of official information (OI) and to receive accurate or inaccurate social information (SI) about the disease.
Results:
In total, there were 195 participants. 186 of these respondents had complete responses across all ten experimental rounds, which corresponds to a 4.6% nonresponse rate. The official information high intensity treatment increases learning over the control condition for all symptom and contagion questions where individuals have lower levels of baseline knowledge (p-values ≤ 0.04). The accurate social information condition increased learning across experimental rounds over the inaccurate condition (p-values all ≤ 0.01). We find limited evidence of an interaction between official and social information about infectious disease.
Conclusions:
This project demonstrates that exposure to official public health information does increase individuals’ knowledge about the spread and symptoms of disease. Socially shared information also facilitates learning of accurate and inaccurate information, though to a lesser magnitude than exposure to official information. While the effect of official information does persist, preliminary results suggest it can be degraded by persistent contradictory social information over time.
Citation
Request queued. Please wait while the file is being generated. It may take some time.
Copyright
© 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.