Evidence map›Paper›PMID 38277191›Full record

ArticleJMIR formative research2024

Testing a Behavioral Activation Gaming App for Depression During Pregnancy: Multimethod Pilot Study.

Rachel C Vanderkruik, Craig Ferguson, Lauren A Kobylski, Joseph J Locascio, Gabriella E Hamlett, Parker C Killenberg, Robert Lewis, Noah Jones, Ella T Rossa, Hannah Dineen and 2 more

Open access · goldAbstract read
In one paragraph

Article in JMIR formative research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
3.8field-weighted citation impact, top 7% 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

5 citing papers in PubMed, 7 citations in OpenAlex.

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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

12 authors at 4 institutions in 1 country.

Rachel C VanderkruikCenter for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States.ORCID https://orcid.org/0000-0002-6997-7894
Craig FergusonMIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United States.ORCID https://orcid.org/0000-0003-0053-024X
Lauren A KobylskiCenter for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States.ORCID https://orcid.org/0000-0002-0035-0516
Joseph J LocascioDepartment of Neurology, Harvard Medical School, Boston, MA, United States.ORCID https://orcid.org/0000-0003-3439-1209
Gabriella E HamlettDepartment of Psychology, Harvard University, Cambridge, MA, United States.ORCID https://orcid.org/0000-0003-3764-2966
Parker C KillenbergCenter for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States.ORCID https://orcid.org/0009-0009-9747-1485
Robert LewisMIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United States.ORCID https://orcid.org/0000-0002-3843-7537
Noah JonesMIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United States.ORCID https://orcid.org/0000-0003-4915-4142
Ella T RossaCenter for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States.ORCID https://orcid.org/0000-0002-2865-559X
Hannah DineenCenter for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States.ORCID https://orcid.org/0009-0009-0632-6363
Rosalind PicardMIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United States.ORCID https://orcid.org/0000-0002-5661-0022
Lee S CohenCenter for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States.ORCID https://orcid.org/0000-0003-0489-1093
Harvard University · USMassachusetts Institute of Technology · USMassachusetts General Hospital · USGeorge Washington University · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDepression during pregnancy is increasingly recognized as a worldwide public health problem. If untreated, there can be detrimental outcomes for the mother and child. Anxiety is also often comorbid with depression. Although effective treatments exist, most women do not receive treatment. Technology is a mechanism to increase access to and engagement in mental health services.

objectiveThe Guardians is a mobile app, grounded in behavioral activation principles, which seeks to leverage mobile game mechanics and in-game rewards to encourage user engagement. This study seeks to assess app satisfaction and engagement and to explore changes in clinical symptoms of depression and anxiety among a sample of pregnant women with elevated depressive symptoms.

methodsThis multimethod pilot test consisted of a single-arm, proof-of-concept trial to examine the feasibility and acceptability of The Guardians among a pregnant sample with depression (N=18). Participation included two web-based study visits: (1) a baseline assessment to collect demographic and obstetric information and to assess clinical symptoms and (2) an exit interview to administer follow-up measures and explore user experience. Participants completed biweekly questionnaires (ie, Patient Health Questionnaire-9 and Generalized Anxiety Disorder-7) during the trial to assess depression and anxiety symptom severity. App satisfaction was measured using 2 self-report scales (ie, Mobile Application Rating Scale and Player Experience of Needs Satisfaction scale). Engagement with The Guardians was captured using game interaction metric data. We used backward-eliminated mixed effects longitudinal models to examine the effects of app engagement and satisfaction and length of time in the study on symptoms of depression and anxiety. Content analysis was conducted on qualitative data from exit interviews.

resultsThe 15-day and 30-day overall app retention rates were 26.6% and 15.1%, respectively. Mixed effects models found significant negative main effects of week in study (β=-.35; t

conclusionsPreliminary results from this multimethod study of The Guardians indicate feasibility and acceptability among pregnant women with depression. Retention and engagement levels were more than double those of previous public mental health apps, and use of the app was associated with significant decrease in depressive symptom scores over the 10-week trial. The Guardians shows promise as an effective and scalable digital intervention to support women experiencing depression.

Indexed as

behavioral activationdigital interventionmobile appmobile phoneperinatal depressionpregnancy

Identifiers

PMID38277191
PMCPMC10858420
OpenAlexW4391255671

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.