Evidence map›Paper›PMID 41042596›Full record

ArticleJournal of medical Internet research2025

Exploring Attitudes and Obstacles Around Digital Public Health Tools: Insights From a Statewide Cross-Sectional Survey on Washington's Vaccine Verification System.

Andrea R Molino, Debra Revere, Rebecca A Hills, Adam S Elder, Laura M West, Bryant T Karras, Chris Baumgartner, Janet G Baseman

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

8 authors.

Andrea R MolinoDepartment of Epidemiology, School of Public Health, University of Washington, Seattle, WA, United States.ORCID https://orcid.org/0000-0002-7656-4289
Debra RevereDepartment of Health Systems and Population Health, School of Public Health, University of Washington, Seattle, WA, United States.ORCID https://orcid.org/0000-0002-3863-7774
Rebecca A HillsDepartment of Epidemiology, School of Public Health, University of Washington, Seattle, WA, United States.ORCID https://orcid.org/0000-0002-4305-5373
Adam S ElderDepartment of Epidemiology, School of Public Health, University of Washington, Seattle, WA, United States.ORCID https://orcid.org/0000-0003-1665-2639
Laura M WestDepartment of Health, Washington State, Tumwater, WA, United States.ORCID https://orcid.org/0009-0002-0340-0352
Bryant T KarrasDepartment of Health Systems and Population Health, School of Public Health, University of Washington, Seattle, WA, United States.ORCID https://orcid.org/0000-0001-5452-9362
Chris BaumgartnerDepartment of Health, Washington State, Tumwater, WA, United States.ORCID https://orcid.org/0009-0000-7807-2467
Janet G BasemanDepartment of Epidemiology, School of Public Health, University of Washington, Seattle, WA, United States.ORCID https://orcid.org/0000-0002-1974-8196

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDevelopment and use of digital public health tools surged during the COVID-19 pandemic. Among these tools, vaccine verification systems emerged as alternatives to paper vaccine records, aiming to help limit the spread of disease. In November 2021, the Washington State Department of Health launched "WA Verify," a QR code-based vaccine verification system built on the SMART Health Card framework, providing residents with a convenient way to store and share proof of vaccination digitally. However, WA Verify was developed and deployed before assessments and public input regarding potential adoption challenges-such as concerns about privacy, surveillance, data sharing, trust in the technology, and the managing organizations-could be completed.

objectiveThis analysis used statewide survey data from Washington to identify and characterize barriers and facilitators to the adoption of WA Verify, and to understand how factors such as data privacy, security, attitudes toward public health policies and communication, and technological proficiency may influence acceptance and uptake of digital public health tools.

methodsA cross-sectional statewide survey was distributed between September 2022 and January 2023 to a random sample of 5000 Washington households. Respondents were categorized into 3 groups based on their responses indicating WA Verify "users," "potential users," or "unlikely users." Comparisons were made between groups regarding experiences with and opinions on COVID-19 vaccine and test verification, public health policies, communication, digital tools, technological proficiency, sociodemographic characteristics, and health history. Poststratification weights were applied to reduce nonresponse bias.

resultsOf the 1401 respondents, 359 (25.6% unweighted, 25.8% weighted) were users, 662 (47.3% unweighted, 49.8% weighted) were potential users, and 380 (27.1% unweighted, 24.4% weighted) were unlikely users. All percentages reported are based on weighted data. Compared with users and potential users, unlikely users were more likely to oppose policies requiring proof of COVID-19 vaccination or negative test results (users: 6.0%, potential users: 13.6%, unlikely users: 65.9%). Unlikely users were more likely to cite concerns about personal health data security and phone hacking or tracking, though these concerns were also notable among potential users and users. Users and potential users were more likely to perceive a digital vaccine verification system as convenient (users: 96.5%, potential users: 92.3%, unlikely users: 38.1%) and indicated openness to receiving relevant information from a range of sources. Unlikely users were more likely to report not owning a smartphone and demonstrated lower technological proficiency (users: 12.3%, potential users: 15.9%, unlikely users: 32.3%), indicating a technological divide between groups.

conclusionsWhile nearly three-quarters of respondents had either already adopted or were willing to adopt a tool like WA Verify, concerns about data security, lower technological proficiency, and distrust of public health characterized those least likely to adopt such tools. Identifying barriers to adoption among "unlikely users" is essential for developing effective communication strategies-such as targeted marketing and community engagement-to improve adoption and ensure equitable access to public health technologies.

Indexed as

COVID-19COVID-19 VaccinesPublic HealthVaccinationAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedPandemicsSARS-CoV-2Surveys and QuestionnairesWashingtonCOVID-19 Vaccinesadoptionattitudesbeliefsdigital health technologyevaluationpublic health informaticspublic health practicetrustuser surveyvaccine

Identifiers

PMID41042596
PMCPMC12534757

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.