Evidence map›Paper›PMID 40652288›Full record

ArticleBMC nutrition2025

A mobile app intervention to support nutrition education for heart failure management: co-design, development and user-testing.

Bridve Sivakumar, Maria Ricupero, Anisha Mahajan, Katherine Jefferson, John Wenger, Jillianne Code, Alex Theodorou, JoAnne Arcand

Abstract read
In one paragraph

Article in BMC nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 2 pooled it
–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

2 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
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.

Bridve SivakumarFaculty of Health Science, Ontario Tech University, Oshawa, Canada.
Maria RicuperoUniversity of Toronto, Dalla Lana School of Public Health, Toronto, Canada.
Anisha MahajanFaculty of Health Science, Ontario Tech University, Oshawa, Canada.
Katherine JeffersonFaculty of Health Science, Ontario Tech University, Oshawa, Canada.
John WengerFaculty of Health Science, Ontario Tech University, Oshawa, Canada.
Jillianne CodeFaculty of Education, University of British Columbia, Vancouver, Canada.
Alex TheodorouNeurofit VR Inc, Toronto, Canada.
JoAnne ArcandFaculty of Health Science, Ontario Tech University, Oshawa, Canada. joanne.arcand@ontariotechu.ca.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMobile apps show promise in supporting patients with heart failure (HF) in adhering to dietary guidelines for sodium and fluid. Though numerous apps to support HF management exist, only a few have dedicated features to support dietary adherence.

objectivesTo describe the process and outcomes from the development and testing of Sodium Navigator

methodsBackground research in app development, behaviour change, nutrition and qualitative interviews with patients and healthcare providers informed app content and design. Weekly team meetings were held to establish learning objectives, content, and features of the app until a prototype was developed and approved by the research team. Using a quasi-experimental mixed-methods design, patients with HF (≥ 18 years) evaluated the prototype via one-on-one online user-testing sessions. App engagement, satisfaction, and usability were measured using a 12-question patient-reported Likert-scale questionnaire. Participant feedback on app content and features was gathered using qualitative interviews.

resultsSix educational modules (dietary sodium recommendations, contributors of sodium in the diet, nutrition labelling, lowering dietary sodium, fluid restriction and goal setting), ten behaviour change techniques (e.g., feedback on behaviour, social support) and gamified components (i.e., avatar, point-system) were integrated into the app. Participants with HF (n = 10, 56±15 years, 80% women) enjoyed using the app (90%), strongly agreed that the information was meaningful and useful for their general health (80%) and was easy to use (70%).

conclusionResults demonstrate the potential of Sodium Navigator

Indexed as

AdherenceDieteHealthHeart failuremHealthMobile appsNutritionSelf-manageSodium

Identifiers

PMID40652288
PMCPMC12255088

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.