Evidence map›Paper›PMID 39810410›Full record

ArticleJMIR formative research2025

Considering Comorbidities and Individual Differences in Testing a Gaming Behavioral Activation App for Perinatal Depression and Anxiety: Open Trial Pilot Intervention Study.

Gabriella E Hamlett, Chloe Schrader, Craig Ferguson, Lauren A Kobylski, Rosalind Picard, Joseph J Locascio, Richard J McNally, Lee S Cohen, Rachel Vanderkruik

Abstract read
In one paragraph

Article in JMIR formative research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Gabriella E HamlettCenter for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States.ORCID 0000-0003-3764-2966
Chloe SchraderCenter for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States.ORCID 0009-0002-3822-4221
Craig FergusonMIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United States.ORCID 0000-0003-0053-024X
Lauren A KobylskiCenter for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States.ORCID 0000-0002-0035-0516
Rosalind PicardMIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United States.ORCID 0000-0002-5661-0022
Joseph J LocascioHarvard Catalyst Biostatistical Consulting Group and Department of Neurology, Massachusetts General Hospital, Boston, MA, United States.ORCID 0000-0003-3439-1209
Richard J McNallyDepartment of Psychology, Harvard University, Cambridge, MA, United States.ORCID 0000-0002-5228-8777
Lee S CohenCenter for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States.ORCID 0009-0003-6201-8150
Rachel VanderkruikCenter for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States.ORCID 0000-0002-6997-7894

Funding

NIH HHSNIMH NIH HHS
6 · The paper itself

Abstract

Background: There is increasing interest in the development of scalable digital mental health interventions for perinatal populations to increase accessibility. Mobile behavioral activation (BA) is efficacious for the treatment of perinatal depression; however, the effect of comorbid anxiety and depression (CAD) on symptom trajectories remains underexplored. This is important given that at least 10% of women in the perinatal period experience CAD. Objective: We assessed whether there were differences in symptom trajectories in pregnant participants with CAD as compared to those with depression only (ie, major depressive disorder [MDD]) during intervention with a BA mobile gaming app. Methods: Pregnant adults with either CAD (n=10) or MDD (n=7) used a BA app for 10 weeks and completed biweekly symptom severity questionnaires for depression and anxiety. We assessed whether baseline diagnoses were associated with differential symptom trajectories across the study with mixed effects longitudinal models. Results: When controlling for baseline symptoms, results revealed a significant interaction between baseline diagnosis and the quadratic component of study week on anxiety (β=.18, SE 0.07; t62=2.61; P=.01), revealing a tendency for anxiety in the CAD group to increase initially and then decrease at an accelerated rate, whereas MDD symptoms were relatively stable across time. There was a significant effect of linear time on depression (β=-.39, SE 0.11; t68=-3.51; P=.001), showing that depression declined steadily across time for both groups. There was a significant effect of baseline diagnosis on depression (β=-8.53, SE 3.93; t13=-2.17; P=.05), suggesting that those with MDD had higher follow-up depression compared to those with CAD when holding other predictors constant. Conclusions: The app was beneficial in reducing depression symptoms in perinatal individuals with different comorbidity profiles. With respect to anxiety symptom trajectories, however, there was more variability. The app may be especially effective for the treatment of anxiety symptoms among individuals with CAD, as it encourages in-the-moment ecologically relevant exposure to anxiety-provoking stimuli. Despite no significant group difference in baseline anxiety symptoms, the MDD group did not have a significant reduction in their anxiety symptoms across the study period, and some individuals had an increase in anxiety. Findings may point to opportunities for the augmentation of BA gaming apps for those with MDD to more effectively target anxiety symptoms. Overall, findings suggest there may be value in considering comorbidities and individual variations in participants when developing scalable mobile interventions for perinatal populations.

Indexed as

AnxietyDepressionMajor Depressive DisorderMobile ApplicationsPregnancy ComplicationsVideo GamesAdultComorbidityFemaleHumansPilot ProjectsPregnancySurveys and Questionnairesbehavioral activationdigital mental healthmobile phoneperinatal anxietyperinatal depression

Identifiers

PMID39810410
PMCPMC11750158

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Registered trials

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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.