Evidence map›Paper›PMID 38416858›Full record

ArticleInteractive journal of medical research2024

Designing mHealth Apps to Incorporate Evidence-Based Techniques for Prolonging User Engagement.

Rebecca Monachelli, Sharon Watkins Davis, Allison Barnard, Michelle Longmire, John P Docherty, Ingrid Oakley-Girvan

Open access · goldAbstract read
In one paragraph

Article in Interactive journal of medical research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
6.8field-weighted citation impact, top 3% of its field
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

7 citing papers in PubMed, 8 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. [Digital treatment of fibromyalgia].Zeitschrift fur Rheumatologie · 2025
    Review
  6. Unlocking the Potential of mHealth: Integrating Behaviour Change Techniques in Hypertension App Design.International journal of environmental research and public health · 2025
    Article
  7. Review
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

6 authors at 2 institutions in 1 country.

Rebecca MonachelliMedable Inc, Palo Alto, CA, United States.ORCID https://orcid.org/0009-0007-9234-866X
Sharon Watkins DavisMedable Inc, Palo Alto, CA, United States.ORCID https://orcid.org/0000-0001-6290-5196
Allison BarnardMedable Inc, Palo Alto, CA, United States.ORCID https://orcid.org/0009-0009-9630-7173
Michelle LongmireMedable Inc, Palo Alto, CA, United States.ORCID https://orcid.org/0000-0003-2717-4900
John P DochertyWeill Cornell Medical College, White Plains, NY, United States.ORCID https://orcid.org/0000-0002-7400-8326
Ingrid Oakley-GirvanMedable Inc, Palo Alto, CA, United States.ORCID https://orcid.org/0000-0003-0328-921X
Albemarle (United States) · USCornell University · US

Funding

NCI NIH HHS HHSN261201700030CNCI NIH HHS HHSN261201800010CNCI NIH HHS HHSN261201800010I
6 · The paper itself

Abstract

Maintaining user engagement with mobile health (mHealth) apps can be a challenge. Previously, we developed a conceptual model to optimize patient engagement in mHealth apps by incorporating multiple evidence-based methods, including increasing health literacy, enhancing technical competence, and improving feelings about participation in clinical trials. This viewpoint aims to report on a series of exploratory mini-experiments demonstrating the feasibility of testing our previously published engagement conceptual model. We collected data from 6 participants using an app that showed a series of educational videos and obtained additional data via questionnaires to illustrate and pilot the approach. The videos addressed 3 elements shown to relate to engagement in health care app use: increasing health literacy, enhancing technical competence, and improving positive feelings about participation in clinical trials. We measured changes in participants' knowledge and feelings, collected feedback on the videos and content, made revisions based on this feedback, and conducted participant reassessments. The findings support the feasibility of an iterative approach to creating and refining engagement enhancements in mHealth apps. Systematically identifying the key evidence-based elements intended to be included in an app's design and then systematically testing the implantation of each element separately until a satisfactory level of positive impact is achieved is feasible and should be incorporated into standard app design. While mHealth apps have shown promise, participants are more likely to drop out than to be retained. This viewpoint highlights the potential for mHealth researchers to test and refine mHealth apps using approaches to better engage users.

Indexed as

adherenceapp designattritionmHealthproof-of-conceptuser engagementuser experience

Identifiers

PMID38416858
PMCPMC11005439
OpenAlexW4392230119

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.