Evidence map›Paper›PMID 41564295›Full record

ArticleJMIR formative research2026

Involving End Users in Co-Designing Mobile Health Interventions for Hypertension Self-Management: Formative Study.

Amber Johnson, Priya Nair, Deekshita Behara, Alexis Aranda-Hernadez, Jamil Bey, Christina N Harrington, Elizabeth Miller, Monica E Peek, Spyros Kitsiou, Jared W Magnani

Abstract read
In one paragraph

Article in JMIR formative research, 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

10 authors.

Amber JohnsonSchool of Medicine, University of Chicago, 5841 South Maryland Avenue, Chicago, IL, 60637, United States, 1 773-702-7769, 1 773-702-8875.ORCID 0000-0003-1252-0735
Priya NairSchool of Medicine, University of Chicago, 5841 South Maryland Avenue, Chicago, IL, 60637, United States, 1 773-702-7769, 1 773-702-8875.ORCID 0009-0009-1011-1955
Deekshita BeharaSchool of Medicine, University of Pittsburgh, Pittsburgh, PA, United States.ORCID 0009-0001-0158-2300
Alexis Aranda-HernadezIllinois Wesleyan University, Chicago, IL, United States.ORCID 0009-0007-3733-1312
Jamil BeyUrbanKind Institute, Pittsburgh, PA, United States.ORCID 0000-0001-6452-0767
Christina N HarringtonHuman-Computer Interaction Institute, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, United States.ORCID 0000-0003-1850-6459
Elizabeth MillerSchool of Medicine, University of Pittsburgh, Pittsburgh, PA, United States.ORCID 0000-0002-7266-7766
Monica E PeekSchool of Medicine, University of Chicago, 5841 South Maryland Avenue, Chicago, IL, 60637, United States, 1 773-702-7769, 1 773-702-8875.ORCID 0000-0003-0434-7231
Spyros KitsiouCollege of Applied Health Sciences, Department of Biomedical and Health Information Sciences, University of Illinois Chicago, Chicago, IL, United States.ORCID 0000-0002-5281-321X
Jared W MagnaniSchool of Medicine, University of Pittsburgh, Pittsburgh, PA, United States.ORCID 0000-0002-5075-3604

Funding

Multilevel mobile health program to improve rural hypertensionR01HL160749 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI MATTHEW F MULDOON, Jared W. Magnani · 2022 to 2026
$3.5M
Mobile Health for Enhanced Hypertension Self-Management in Underserved Urban ResidentsK23HL165110 · NHLBI · UNIVERSITY OF CHICAGO · PI Amber Elaine Johnson · 2023 to 2026
$699k
Patient-oriented research mentoring in access and adherence to anticoagulation for atrial fibrillationK24HL160527 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Jared W. Magnani · 2022 to 2026
$602k
NHLBI NIH HHS K23 HL165110NHLBI NIH HHS K24 HL160527NHLBI NIH HHS R01 HL160749
6 · The paper itself

Abstract

Background: Mobile health (mHealth) interventions are prevalent, yet people from marginalized communities are less likely to use digital health technologies to support self-management behaviors. Community engagement can inform health care design to enhance a hypertension self-management mHealth intervention. Objective: We applied human-centered design (HCD) to determine appropriate iterations of an existing hypertension intervention. Methods: Through an equity-focused, community-centered approach, we strove to optimize an mHealth app. We used validated theories and frameworks as well as an HCD methodology organized into three fundamental design skills: (1) methods to directly observe user experiences, (2) methods to analyze barriers to ideal intervention use, and (3) methods to design future iterations. Results: In October 2023, we conducted a series of HCD activities with a community advisory board (n=8) to refine an mHealth intervention for hypertension. Participants tested app prototypes with blood pressure monitors and suggested content modifications to enhance intervention fidelity. Among 6 participants, usability testing scored 67.5 (benchmark 68, "above average"), with all users finding the tool easy to use. Feedback identified critical needs, barriers, and work-arounds for future mHealth iterations. Conclusions: This study was a novel use case example of HCD as a patient-centered methodology to improve a hypertension management tool.

Indexed as

HypertensionMobile ApplicationsSelf-ManagementTelemedicineAdherence InterventionsDigital HealthFemaleHumansMaleMiddle Agedcommunity-engaged researchhuman-centered designhypertensionintervention designmHealthmobile health

Identifiers

PMID41564295
PMCPMC12822873

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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.