Evidence map›Paper›PMID 41308191›Full record

ArticleJMIR formative research2025

Using Human-Centered Design and Development to Create a Digital Sick Day Medication Guidance Application for People With Diabetes, Cardiovascular Disease, or Chronic Kidney Disease: Mixed Methods Study.

Julie Babione, Sarah Gil, Chidera Okemeziem, Taylor Palechuk, Kaitlyn E Watson, Sandra Robertshaw, Nancy Verdin, Kerry McBrien, David J T Campbell, Ross Tsuyuki and 3 more

Abstract read
In one paragraph

Article in JMIR formative research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

13 authors.

Julie Babione *Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0000-0002-2489-3697
Sarah Gil *Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0000-0002-2517-2912
Chidera OkemeziemDepartment of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0009-0002-4839-4777
Taylor PalechukEPICORE Centre, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada.ORCID 0000-0002-5830-8054
Kaitlyn E WatsonEPICORE Centre, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada.ORCID 0000-0001-6617-9398
Sandra RobertshawDepartment of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0009-0007-9725-8911
Nancy VerdinDepartment of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0000-0001-9617-8281
Kerry McBrienDepartment of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0000-0002-6024-7828
David J T CampbellDepartment of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0000-0002-5570-3630
Ross TsuyukiEPICORE Centre, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada.ORCID 0000-0002-3724-598X
Neesh PannuDepartment of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada.ORCID 0000-0002-8626-8504
Matthew JamesDepartment of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0000-0002-1876-3917
Maoliosa DonaldDepartment of Medicine, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.ORCID 0000-0002-8484-8361

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDiabetes, cardiovascular disease, and chronic kidney disease are associated with high morbidity and costs of care. Medications can reduce long-term complications but may contribute to complications such as hypoglycemia and acute kidney injury during acute illnesses. Sick day medication guidance (SDMG) could help prevent these adverse events, but evidence for effective strategies to deliver this guidance is lacking.

objectiveWe iteratively designed and developed a digital prototype user interface (UI) to deliver SDMG for patient self-management. The application, called "Preventing medication complications during AcUte illness through Symptom Evaluation and sick day guidance" (PAUSE), delivers personalized knowledge and self-management guidance directly to patients to enhance medication self-management during acute illness, with the goal of reducing preventable emergency visits and hospitalizations and improving patient outcomes during acute illness.

methodsUsing a human-centered design (HCD) approach, we conducted iterative heuristic evaluation and usability testing paired with prototype revisions. Heuristic evaluation involved our team members evaluating the prototype's UI against established criteria. We also conducted formative usability testing with 6 patients (including a patient-caregiver dyad) to provide subjective lived experience perspectives. We analyzed data deductively and pragmatically to rapidly inform subsequent iterations.

resultsWe identified 21 and 44 design issues through heuristics evaluation and usability testing, respectively. The development team iteratively revised the PAUSE UI prototype between evaluations, with the final design providing key user flows and integrated supports and reminders for acting on severe acute illness situations that recommend pausing certain medications.

conclusionsUsing an iterative HCD approach, we designed and developed a digital health application to deliver SDMG for patient self-management. We addressed feasible technical and workflow barriers using iterative heuristic evaluations and usability testing resulting in a refined SDMG self-management prototype app for patients taking medications commonly used to treat diabetes, cardiovascular disease, and chronic kidney disease. Further research is needed to test the effectiveness of the current PAUSE app in helping people with these chronic conditions self-manage their medications during acute illness and evaluate the feasibility of integrating the app into community-based chronic disease care.

Indexed as

Cardiovascular DiseasesDiabetes MellitusMobile ApplicationsRenal Insufficiency, ChronicSelf-ManagementUser-Centered DesignAdultAgedFemaleHumansMaleMiddle AgedUser-Computer Interfacecardiovascular diseasechronic kidney diseasediabetesdigital healthhuman-centred designsick day medication guidanceusability

Identifiers

PMID41308191
PMCPMC12778901

What OpenQuestion holds

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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.