Evidence mapPaperPMID 42081618Full record

ArticleJournal of medical Internet research2026

Messages and Notifications for the "OA Coach" Knee Osteoarthritis Self-Management Mobile App: Codevelopment and Evaluation Using a Participatory Research Design With Focus Groups and Surveys.

Kate L Bryce, Jocelyn L Bowden, David J Hunter, Robin Huang, Naomi Bloul, Vicky Duong, Jillian Eyles

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

7 authors.

Kate L BryceSydney Musculoskeletal Research Centre, Kolling Institute, The University of Sydney, Level 10, Reserve Road, St Leonards, Sydney, NSW, 2065, Australia, 61 402446268.ORCID http://orcid.org/0009-0003-5213-7295
Jocelyn L BowdenSydney Musculoskeletal Research Centre, Kolling Institute, The University of Sydney, Level 10, Reserve Road, St Leonards, Sydney, NSW, 2065, Australia, 61 402446268.ORCID http://orcid.org/0000-0002-0340-0232
David J HunterSydney Musculoskeletal Research Centre, Kolling Institute, The University of Sydney, Level 10, Reserve Road, St Leonards, Sydney, NSW, 2065, Australia, 61 402446268.ORCID http://orcid.org/0000-0003-3197-752X
Robin HuangVulsen, Sydney, NSW, Australia.ORCID http://orcid.org/0000-0002-1529-9231
Naomi BloulSydney Musculoskeletal Research Centre, Kolling Institute, The University of Sydney, Level 10, Reserve Road, St Leonards, Sydney, NSW, 2065, Australia, 61 402446268.ORCID http://orcid.org/0009-0004-9828-3770
Vicky Duong *Sydney Musculoskeletal Research Centre, Kolling Institute, The University of Sydney, Level 10, Reserve Road, St Leonards, Sydney, NSW, 2065, Australia, 61 402446268.ORCID http://orcid.org/0000-0002-4450-8194
Jillian Eyles *Sydney Musculoskeletal Research Centre, Kolling Institute, The University of Sydney, Level 10, Reserve Road, St Leonards, Sydney, NSW, 2065, Australia, 61 402446268.ORCID http://orcid.org/0000-0002-1625-8490

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The OA Coach mobile app is a digital self-management tool designed to support people with knee osteoarthritis (OA). Objective: We aimed to enhance the digital user experience of the OA Coach app by working with consumers, health professionals, and researchers to (1) improve existing OA Coach app call-to-action and encouragement notifications by applying behavior change theory, refining, reviewing, and adapting them, and (2) co-design new educational messages based on international OA guidelines. Methods: This mixed methods study used a 3-phase process for improving existing notifications and developing new educational messages: (1) initial development and/or enhancement using behavior change techniques and accessible language, (2) expert review, and (3) refinement based on participant feedback. We enhanced the existing notifications to incorporate behavior change theory and improve readability, then we assessed ease of understanding, usefulness, and motivational impact in an online survey using 1-5 Likert scales and free-text responses. Median scores and IQRs were calculated, free-text responses were summarized using content analysis, and notifications that scored ≤12/15 and/or had 2 or more consistent recommendations in free-text responses were systematically refined. The new weekly educational messages were initially drafted based on OA clinical practice guidelines, then reviewed in 3 focus groups (in person and online) for detailed guidance on topic selection, language, and timing. Content analysis of focus group data informed systematic refinement of the messages. The refined messages were assessed for understanding and usefulness in an online survey (1-5 Likert scales), and free-text responses were refined further based on survey results. Results: Fifty-seven participants assessed the existing notifications in the survey. Consumers rated notifications relating to sleep and mood the lowest, and those encouraging logging pain scores the highest. Health professionals and researchers reported a median score of 12/15 across all notifications, with greatest variability observed for step count, activity tracker use, and pain score logging. Eighty notifications were refined to enhance clarity, engagement, and effectiveness in prompting meaningful actions by future OA Coach users. Overall, 6 consumers, 7 health professionals, and 6 researchers participated in 3 focus groups to co-design 14 educational messages. A preference for a consistent message structure emerged: a descriptive heading, a brief introductory sentence, followed by 3 or 4 key points with practical examples, and concluded with a motivating statement. Key themes guiding modifications for both notifications and educational messages included reducing technical jargon, simplifying colloquial expressions, and removing language perceived to be patronizing or frustrating. Conclusions: Through an iterative process, we used behavior change theory and worked with consumers, health professionals, and researchers to identify key preferences for message content, language, tone, and structure. These insights informed the refinement of 80 notifications and the co-design of 14 educational messages for the OA Coach app.

Indexed as

Mobile ApplicationsOsteoarthritis, KneeSelf-ManagementFocus GroupsHumansPatient Education as TopicSurveys and Questionnairesbehavior changeco-designdigital healtheducationknee osteoarthritismixed methodsmobile appnotificationsself-management

Identifiers

PMID42081618
PMCPMC13138410

What Socratic 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 Socratic graph.