ArticlePloS one2023
The effects of short messages encouraging prevention behaviors early in the COVID-19 pandemic.
Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
9 citing papers in PubMed, 15 citations in OpenAlex.
- "Do Health Messages Come from Mars or Venus?" The Effectiveness of Health Communication Depends on Gender Stereotypes in Messages.Behavioral sciences (Basel, Switzerland) · 2026Article
- Framing vaccination as a collective responsibility increases intentions to vaccinate.Scandinavian journal of public health · 2026Article
- Motivational effectiveness of prosocial public health messaging to reduce respiratory infection risk: a systematic review and meta-analysis.Communications medicine · 2025Article
- LLM-generated messages can persuade humans on policy issues.Nature communications · 2025Article
- Effectiveness of text messages in the adherence to COVID-19 prevention practices: a quasi-experimental study.Revista latino-americana de enfermagem · 2025Article
- Descriptive norms can "backfire" in hyper-polarized contexts.PNAS nexus · 2024Article
- Development and Use of Mobile Messaging for Individuals With Musculoskeletal Pain Conditions: Scoping Review.JMIR mHealth and uHealth · 2024Article
- Shaping opinions in social networks with shadow banning.PloS one · 2024Article
- Persuading republicans and democrats to comply with mask wearing: An intervention tournament.Journal of experimental social psychology · 2022Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Effectively addressing public health crises like the COVID-19 pandemic requires persuading the mass public to change their behavior in significant ways. Many efforts to encourage behavior change-such as public service announcements, social media posts, and billboards-involve short, persuasive appeals, yet the effectiveness of these messages is unclear. Early in the COVID-19 pandemic, we tested whether short messages could increase intentions to comply with public health guidelines. To identify promising messages, we conducted two pretests (n = 1,596) in which participants rated the persuasiveness of 56 unique messages: 31 based on the persuasion and social influence literatures and 25 drawn from a pool of crowdsourced messages generated by online respondents. The four top-rated messages emphasized: (1) civic responsibility to reciprocate the sacrifices of health care workers, (2) caring for the elderly and vulnerable, (3) a specific, sympathetic victim, and (4) limited health care system capacity. We then conducted three well-powered, pre-registered experiments (total n = 3,719) testing whether these four top-rated messages, and a standard public health message based on language from the CDC, increased intentions to comply with public health guidelines, such as masking in public spaces. In Study 1, we found the four messages and the standard public health message significantly outperformed a null control. In Studies 2 and 3, we compared the effects of persuasive messages to the standard public health message, finding that none consistently out-performed the standard message. This is in line with other research showing minimal persuasive effects of short messages after the very early stages of the pandemic. Across our studies, we found that (1) short messages can increase intentions to comply with public health guidelines, but (2) short messages featuring persuasive techniques from the social science literature did not substantially outperform standard public health messages.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.