Evidence map›Paper›PMID 36959646›Full record

ArticleBMC medicine2023

Navigating the complexities of mobile medical app development from idea to launch, a guide for clinicians and biomedical researchers.

Robert G Mannino, Santiago J Arconada Alvarez, Morgan Greenleaf, Maren Parsell, Comfort Mwalija, Wilbur A Lam

Full text read
In one paragraph

Article in BMC medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. A standards-based approach to digital health research: implementing the people heart study.Journal of the American Medical Informatics Association : JAMIA · 2025
    Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Article
  10. 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

6 authors.

Robert G ManninoGeorgia Clinical Translational Science Alliance, Atlanta, USA. robert.mannino@emory.edu.
Santiago J Arconada AlvarezGeorgia Clinical Translational Science Alliance, Atlanta, USA.
Morgan GreenleafGeorgia Clinical Translational Science Alliance, Atlanta, USA.
Maren ParsellGeorgia Clinical Translational Science Alliance, Atlanta, USA.
Comfort MwalijaGlobal Health Informatics Institute, Lilongwe, Malawi.
Wilbur A LamGeorgia Clinical Translational Science Alliance, Atlanta, USA. wilbur.lam@emory.edu.

Funding

Implementing a Maternal health and PRegnancy Outcomes Vision for Everyone (IMPROVE)UL1TR002378 · NCATS · EMORY UNIVERSITY · PI Andres J Garcia, Elizabeth O. Ofili · 2017 to 2026
$92.1M
NCATS NIH HHS UL1 TR002378
6 · The paper itself

Abstract

With today's pace of rapid technological advancement, many patient issues in modern medicine are increasingly solvable by mobile app solutions, which also have the potential to transform how clinical research is conducted. However, many critical challenges in the app development process impede bringing these translational technologies to patients, caused in large part by the lack of knowledge among clinicians and biomedical researchers of "what it takes" to design, develop, and maintain a successful medical app. Indeed, problems requiring mobile app solutions are often nuanced, requiring more than just clinical expertise, and issues such as the cost and effort required to develop and maintain a well-designed, sustainable, and scalable mobile app are frequently underestimated. To bridge this skill set gap, we established an academic unit of designers, software engineers, and scientists that leverage human-centered design methodologies and multi-disciplinary collaboration to develop clinically viable smartphone apps. In this report, we discuss major misconceptions clinicians and biomedical researchers often hold regarding medical app development, the steps we took to establish this unit to address these issues and the best practices and lessons learned from successfully ideating, developing, and launching medical apps. Overall, this report will serve as a blueprint for clinicians and biomedical researchers looking to better benefit their patients or colleagues via medical mobile apps.

Indexed as

Mobile ApplicationsPhysiciansHumansPatientsSurveys and QuestionnairesDesign thinkingHealthcare technologyHuman-centered designSmartphone app development

Identifiers

PMID36959646
PMCPMC10035117

What OpenQuestion holds

Textfull text, public
LicenceCC BY
measurements read1
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.