Evidence map›Paper›PMID 41989979›Full record

ArticleJMIR human factors2026

Interactive, Personalized Patient Decision Aid for COVID-19 Vaccination in Canada: User-Centered Design Approach.

Doriane Etienne, Patrick M Archambault, Isaac I Bogoch, Christine T Chambers, Andrea D Chittle, Juliette Demers, S Michelle Driedger, Ève Dubé, Marie-Pierre Gagnon, Teresa Gavaruzzi and 21 more

Abstract read
In one paragraph

Article in JMIR human factors, 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

31 authors.

Doriane EtienneDepartment of Family and Emergency Medicine, Faculty of Medicine, Laval University, Québec City, QC, Canada.ORCID 0000-0003-2414-2591
Patrick M ArchambaultDepartment of Family and Emergency Medicine, Faculty of Medicine, Laval University, Québec City, QC, Canada.ORCID 0000-0002-5090-6439
Isaac I BogochDivisions of General Internal Medicine & Infectious Diseases, Toronto General Hospital, University Health Network, Toronto, ON, Canada.ORCID 0000-0003-1590-6748
Christine T ChambersDepartments of Psychology and Neuroscience & Pediatrics, Faculties of Science and Medicine, Dalhousie University, Halifax, NS, Canada.ORCID 0000-0002-7138-916X
Andrea D ChittleDepartment of Family Medicine, McMaster University, Hamilton, ON, Canada.ORCID 0000-0002-0749-9612
Juliette DemersDepartment of Biochemistry, Faculty of Science, McGill University, Montréal, QC, Canada.ORCID 0009-0005-4445-4607
S Michelle DriedgerCollege of Community and Global Health, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.ORCID 0000-0003-3769-5785
Ève DubéResearch Centre of the CHU de Québec, Laval University, Québec City, QC, Canada.ORCID 0000-0003-1336-1510
Marie-Pierre GagnonVITAM - Centre de recherche en santé durable, Université Laval, 2480 Chemin de la Canardière, Québec City, QC, G1J 2G1, Canada, 1 418 663-5313 ext 12286.ORCID 0000-0002-0782-5457
Teresa GavaruzziDepartment of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.ORCID 0000-0001-6389-2550
Anik GiguèreDepartment of Family and Emergency Medicine, Faculty of Medicine, Laval University, Québec City, QC, Canada.ORCID 0000-0001-9928-7395
Nathalie GrandvauxDepartment of Biochemistry and Molecular Medicine, Faculty of Medicine, Université de Montréal, Montréal, QC, Canada.ORCID 0000-0003-0567-0284
Kelly GrindrodSchool of Pharmacy, Faculty of Science, University of Waterloo, Waterloo, ON, Canada.ORCID 0000-0003-1135-0391
Hina HakimDepartment of Family and Emergency Medicine, Faculty of Medicine, Laval University, Québec City, QC, Canada.ORCID 0000-0003-0517-2621
Samira JeimyDivision of Clinical Immunology and Allergy, Department of Medicine, Western University, London, ON, Canada.ORCID 0000-0002-3425-1874
Jason KindrachukDepartment of Medical Microbiology & Infectious Diseases, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB, Canada.ORCID 0000-0002-3305-7084
Annie LeBlancDepartment of Family and Emergency Medicine, Faculty of Medicine, Laval University, Québec City, QC, Canada.ORCID 0000-0002-5377-8102
Shannon E MacDonaldFaculty of Nursing, University of Alberta, Edmonton, AB, Canada.ORCID 0000-0003-4675-4433
Ruth NdjaboueFaculty of Letter and Human Sciences, School of Social Work, Université de Sherbrooke, Sherbrooke, QC, Canada.ORCID 0000-0002-4716-6505
Magniol NoubiDepartment of Family and Emergency Medicine, Faculty of Medicine, Laval University, Québec City, QC, Canada.ORCID 0000-0002-3040-0326
Rita OrjiFaculty of Computer Science, Dalhousie University, Halifax, NS, Canada.ORCID 0000-0001-6152-8034
Jean-Sébastien PaquetteDepartment of Family and Emergency Medicine, Faculty of Medicine, Laval University, Québec City, QC, Canada.ORCID 0000-0002-9524-6761
Elizabeth ParentDepartment of Family and Emergency Medicine, Faculty of Medicine, Laval University, Québec City, QC, Canada.ORCID 0000-0001-8332-9538
Jean-Sébastien RenaudDepartment of Family and Emergency Medicine, Faculty of Medicine, Laval University, Québec City, QC, Canada.ORCID 0000-0002-2816-0773
Beate SanderHealth Systems and Policy Research Collaborative Centre, University Health Network, Toronto, ON, Canada.ORCID 0000-0003-2128-9133
Monica TaljaardMethodological and Implementation Research, Ottawa Hospital Research Institute, Ottawa, ON, Canada.ORCID 0000-0002-3978-8961
Dana Tannenbaum GreenbergDiabetes Action Canada, Toronto, ON, Canada.ORCID 0000-0002-1501-4267
Marie-Claude TremblayDepartment of Family and Emergency Medicine, Faculty of Medicine, Laval University, Québec City, QC, Canada.ORCID 0000-0002-4965-2515
Sabina Vohra-MillerDalla Lana School of Public Health, Division of Clinical Public Health, University of Toronto, Toronto, ON, Canada.ORCID 0009-0009-7650-7602
Vivian A WelchBruyere Health Research Institute, Ottawa, ON, Canada.ORCID 0000-0002-5238-7097
Holly O WittemanDepartment of Family and Emergency Medicine, Faculty of Medicine, Laval University, Québec City, QC, Canada.ORCID 0000-0003-4192-0682

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The COVID-19 pandemic highlighted the need for practical digital health tools to support informed decision-making amid rapidly evolving evidence and widespread misinformation. Objective: We iteratively developed and refined VaxDA-C19, a bilingual (English and French) web-based patient decision aid designed to support informed decision-making in Canada about COVID-19 vaccination. VaxDA-C19 integrates interactive and personalized features aimed to enhance vaccine confidence, reduce cognitive overload, and respond to diverse informational needs. Methods: VaxDA-C19 was developed using an iterative, user-centered design approach. Throughout the development process, we involved a citizen panel, health care professionals, user experience designers, and scientific experts to guide refinements. We also conducted usability testing sessions with adults in Canada, using semistructured interviews, comparative testing, and think-aloud protocols with thematic analysis. We ultimately conducted 4 design cycles in total with adults in Canada (users) and expert reviewers (experts). Cycle 1 involved 9 people (9 users), cycle 2 involved 22 people (22 users), cycle 3 involved 9 people (3 users and 6 experts), and cycle 4 involved 9 people (9 experts). Results: In cycle 1, user feedback guided design decisions about how to present quantitative information and technical vaccine descriptions more simply. In cycle 2, while most users (9/11, 82%) favored in-depth explanations of vaccine development, a few raised concerns about content that could be perceived as politically charged. Cycle 3 identified usability improvements, including more explicit navigation controls, simplified medical terminology, and optimized interactive components (avatars and sliders). Expert reviews in cycle 4 refined linguistic consistency, mobile responsiveness, content transparency, and scientific accuracy, emphasizing explicit instructional guidance and bilingual accessibility. Conclusions: Our iterative process produced a personalized, bilingual digital decision aid to support evidence-informed, values-congruent decisions about COVID-19 vaccination. A randomized controlled trial will further evaluate VaxDA-C19's impact on vaccination intentions, knowledge retention, emotional responses, decisional conflict, and decisional regret. If it proves effective, the patient decision aid may also be used as a platform to support other vaccine decisions, namely, influenza, measles, shingles, pertussis, and potentially other emerging infectious diseases.

Indexed as

COVID-19COVID-19 VaccinesDecision Support TechniquesUser-Centered DesignVaccinationAdultCanadaDecision MakingFemaleHumansMaleMiddle AgedCOVID-19 VaccinesCOVID-19 vaccinationdata visualizationdigital healthhealth literacyiterative human-centered designpatient decision aidpersonalized avatarpublic health communicationuser engagementweb-based tool

Identifiers

PMID41989979
PMCPMC13086185

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.