Evidence map›Paper›PMID 41661232›Full record

ArticleHealth literacy research and practice2026

Health Literacy and Usability of Public Health Websites for COVID-19 Vaccine Search.

Farnaz Nouraei, Timothy Bickmore, Michael K Paasche-Orlow

Abstract read
In one paragraph

Article in Health literacy research and practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Farnaz NouraeiNortheastern University, Boston, Massachusetts.
Timothy BickmoreNortheastern University, Boston, Massachusetts.
Michael K Paasche-OrlowTufts Medical Center, Boston, Massachusetts.

Funding

Community-based Design and Evaluation of a Conversational Agent to Promote SARS-COV2 Vaccination in Black ChurchesR01MD016882 · NIMHD · NORTHEASTERN UNIVERSITY · PI BICKMORE, TIMOTHY W., PAASCHE-ORLOW, MICHAEL · 2021 to 2024
$2.9M
NIMHD NIH HHS R01 MD016882
6 · The paper itself

Abstract

backgroundMillions of United States residents made use of public health websites during the coronavirus disease 2019 (COVID-19) pandemic to obtain information about vaccines and determine vaccine eligibility.

objectiveFor public health websites to be effective, they must be usable. This study aimed to evaluate the usability of government websites for vaccine information, by examining whether these platforms helped users determine COVID-19 vaccine eligibility accurately and satisfactorily, as well as how health literacy (HL) plays a role in accurate eligibility judgments and satisfaction with the media.

methodsA within-subject experiment was conducted ( KEY

resultsParticipants' estimate of vaccine eligibility was generally inaccurate for all website conditions, with an overall rate of 53.8% for correct responses. Participants with low HL had more incorrect responses and confusion, and HL was found to be a significant predictor of eligibility correctness when they were determining their own vaccine eligibility using the CDC website. Participants also reported having a significantly higher ability to find information and were more satisfied when interacting with the embodied conversational agent system, compared to the websites.

conclusionsGovernment websites-particularly the CDC website-were found to lack usability, especially for those with low HL. High error rates and low satisfaction underscore the need for simplification of public health site content and design and motivate the development of novel education methods for public health communication.

Indexed as

COVID-19COVID-19 VaccinesHealth LiteracyInternetPublic HealthAdultConsumer Health InformationFemaleHumansMaleMiddle AgedSARS-CoV-2United StatesCOVID-19 Vaccines

Identifiers

PMID41661232
PMCPMC12867515

What OpenQuestion holds

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LicenceCC BY-NC
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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.