Evidence map›Paper›PMID 41146211›Full record

ArticleBMC public health2025

Place-based communication methods and prior knowledge increase public perceptions regarding West Nile virus risk and personal protective behaviors in Colorado.

Shelby M Cagle, Cheyenne M Schad, Aidan K Wolfe, Madison Bristol, Christopher M Roundy, Nicole C Kelp

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Shelby M CagleDepartment of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA.
Cheyenne M SchadColorado School of Public Health, Aurora, CO, USA.
Aidan K WolfeColorado School of Public Health, Aurora, CO, USA.
Madison BristolColorado School of Public Health, Aurora, CO, USA.
Christopher M RoundyColorado Department of Public Health and the Environment, Denver, CO, USA.
Nicole C KelpDepartment of Microbiology, Immunology, and Pathology, Colorado State University, Fort Collins, CO, USA. nicole.kelp@colostate.edu.

Funding

CSU Infectious Disease Research and Response Training ProgramT32AI162691 · NIAID · COLORADO STATE UNIVERSITY · PI DEAN, GREGG A · 2021 to 2025
$2.1M
NIAID NIH HHS T32 AI162691NIH HHS 5T32AI162691-03
6 · The paper itself

Abstract

backgroundIncidences of emerging and re-emerging infectious diseases are increasing as disease vector populations and habitats expand due to climate change. Public health organizations must communicate effectively to guide public health behaviors to safeguard against vector-borne diseases. Specifically in Colorado, West Nile virus (WNV) burden is increasing.

methodsIn this study, we used the Health Belief Model (HBM) as a theoretical framework to examine public risk perceptions and behaviors related to WNV and changes in these constructs related to different forms of messaging. We utilized a survey experiment with n = 358 participants across Colorado, testing the impact of four communication interventions spanning social media infographics, narrative messaging, and place-based risk information, including trailhead infographics and risk heatmaps.

resultsWe found that any form of messaging about WNV statistically increased some HBM constructs regarding personal protective behaviors. However, the infographic displayed at a trailhead and the heatmap interventions led to statistically significant increases in more HBM constructs. Additionally, higher pre-existing knowledge about WNV increased the magnitude of change in perceived susceptiblity induced by the interventions.

conclusionThis study suggests that public health organizations could utilize place-based information regarding real-time, real-place risk to guide public health decision-making during emergence of vector-borne infectious diseases. Additionally, there appears to be a synergy of messaging with a beneficial effect of pre-existing knowledge, highlighting the need for diverse, longitudinal messaging strategies to reach people multiple times.

Indexed as

Health CommunicationHealth Knowledge, Attitudes, PracticeWest Nile FeverAdolescentAdultColoradoFemaleHumansMaleMiddle AgedSocial MediaSurveys and QuestionnairesWest Nile virusYoung AdultHealth Belief ModelRisk communicationWest Nile virus

Identifiers

PMID41146211
PMCPMC12560437

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.