Evidence map›Paper›PMID 35357313›Full record

ArticleJMIR formative research2022

Cost and Effort Considerations for the Development of Intervention Studies Using Mobile Health Platforms: Pragmatic Case Study.

Dan Thorpe, John Fouyaxis, Jessica M Lipschitz, Amy Nielson, Wenhao Li, Susan A Murphy, Niranjan Bidargaddi

Abstract read
In one paragraph

Article in JMIR formative research, 2022. 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

7 authors.

Dan Thorpe *Flinders Digital Health Research Lab, College of Medicine and Public Health, Flinders University, Clovelly Park, Australia.ORCID https://orcid.org/0000-0001-7625-5251
John FouyaxisFlinders Digital Health Research Lab, College of Medicine and Public Health, Flinders University, Clovelly Park, Australia.ORCID https://orcid.org/0000-0002-9537-523X
Jessica M LipschitzBrigham and Women's Hospital, Harvard, Boston, MA, United States.ORCID https://orcid.org/0000-0002-4085-0507
Amy NielsonFlinders Digital Health Research Lab, College of Medicine and Public Health, Flinders University, Clovelly Park, Australia.ORCID https://orcid.org/0000-0001-6690-0464
Wenhao LiFlinders Digital Health Research Lab, College of Medicine and Public Health, Flinders University, Clovelly Park, Australia.ORCID https://orcid.org/0000-0001-6680-865X
Susan A MurphyRadcliffe Institute, Harvard University, Boston, MA, United States.ORCID https://orcid.org/0000-0002-2032-4286
Niranjan BidargaddiFlinders Digital Health Research Lab, College of Medicine and Public Health, Flinders University, Clovelly Park, Australia.ORCID https://orcid.org/0000-0003-2868-9260

Funding

Toward optimizing digital mental health interventions: A clinical trial aimed at understanding what drives patient engagement.K23MH120324 · NIMH · BRIGHAM AND WOMEN'S HOSPITAL · PI LIPSCHITZ, JESSICA MORROW · 2020 to 2024
$960k
NIMH NIH HHS K23 MH120324
6 · The paper itself

Abstract

backgroundThe research marketplace has seen a flood of open-source or commercial mobile health (mHealth) platforms that can collect and use user data in real time. However, there is a lack of practical literature on how these platforms are developed, integrated into study designs, and adopted, including important information around cost and effort considerations.

objectiveWe intend to build critical literacy in the clinician-researcher readership into the cost, effort, and processes involved in developing and operationalizing an mHealth platform, focusing on Intui, an mHealth platform that we developed.

methodsWe describe the development of the Intui mHealth platform and general principles of its operationalization across sites.

resultsWe provide a worked example in the form of a case study. Intui was operationalized in the design of a behavioral activation intervention in collaboration with a mental health service provider. We describe the design specifications of the study site, the developed software, and the cost and effort required to build the final product.

conclusionsStudy designs, researcher needs, and technical considerations can impact effort and costs associated with the use of mHealth platforms. Greater transparency from platform developers about the impact of these factors on practical considerations relevant to end users such as clinician-researchers is crucial to increasing critical literacy around mHealth, thereby aiding in the widespread use of these potentially beneficial technologies and building clinician confidence in these tools.

Indexed as

behavioral activationdigital healthecological momentary assessmentecological momentary interventionhealth informaticshuman computer interactioninterventional researchmobile healthmobile health costs

Identifiers

PMID35357313
PMCPMC9015742

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.