Evidence map›Paper›PMID 37991839›Full record

ArticleJMIR formative research2023

Self-Guided Digital Intervention for Depression in Adolescents: Feasibility and Preliminary Efficacy Study.

Ian Miller, Emily Peake, Gabriel Strauss, Elise Vierra, Xin Koepsell, Brandon Shalchi, Aarthi Padmanabhan, Jessica Lake

Registry-linked trialAbstract read
In one paragraph

Article in JMIR formative research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04165681 (Evaluating the Feasibility of Limbix Spark), which is not on this map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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.

NCT04165681 nacompletednot on this map

Evaluating the Feasibility of Limbix Spark: a Cognitive Behavioral Therapy Based Mobile and Virtual Reality Intervention for Adolescent Depression

TypeinterventionalSponsorLimbix Health, Inc.Ran2019 to 2020Enrolled30ConditionsDepressionArmsLimbix Spark
3 · Its place in the literature

Who cites it

11 citing papers in PubMed.

  1. Article
  2. Review
  3. Review
  4. Review
  5. Observational
  6. Review
  7. Article
  8. Article
  9. Article
  10. Review
  11. 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

8 authors.

Ian Miller *Limbix Health, Inc, San Francisco, CA, United States.ORCID https://orcid.org/0000-0001-8033-2520
Emily Peake *Limbix Health, Inc, San Francisco, CA, United States.ORCID https://orcid.org/0009-0000-4359-8370
Gabriel StraussLimbix Health, Inc, San Francisco, CA, United States.ORCID https://orcid.org/0009-0006-3960-8760
Elise VierraLimbix Health, Inc, San Francisco, CA, United States.ORCID https://orcid.org/0009-0001-2062-4668
Xin KoepsellLimbix Health, Inc, San Francisco, CA, United States.ORCID https://orcid.org/0009-0000-5442-9636
Brandon ShalchiLimbix Health, Inc, San Francisco, CA, United States.ORCID https://orcid.org/0009-0005-5518-8236
Aarthi PadmanabhanLimbix Health, Inc, San Francisco, CA, United States.ORCID https://orcid.org/0000-0002-3727-5468
Jessica LakeLimbix Health, Inc, San Francisco, CA, United States.ORCID https://orcid.org/0000-0003-0682-8725

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDepression in adolescents is a large and growing problem; however, access to effective mental health care continues to be a challenge. Digitally based interventions may serve to bridge this access gap for adolescents in need of care. Digital interventions that deliver components of cognitive behavioral therapy (CBT) have been shown to reduce symptoms of depression, and virtual reality (VR) may be a promising adjunctive component. However, research on these types of treatments in adolescents and young adults is limited.

objectiveThis study aims to evaluate the feasibility, acceptability, and preliminary efficacy of Spark (v1.0), a 5-week, self-guided, CBT-based digital program using a mobile app and VR experiences to target symptoms of depression in adolescents.

methodsA single-arm, open-label study of the Spark program was conducted with a community sample of 30 adolescents and young adults aged 12 to 21 years with self-reported moderate to severe depression symptoms. Participants completed a weekly depression assessment (Patient Health Questionnaire-8) in the app during the 5-week intervention period as well as web-based baseline, postintervention, and 1-month follow-up self-report assessments. The participants also completed a qualitative postintervention interview. For participants aged <18 years, caregivers completed assessments at baseline and postintervention time points. Feasibility outcomes included recruitment rate (the proportion of participants who enrolled in the study divided by the total number of participants screened for eligibility) and retention rate (the proportion of participants who completed postintervention assessments divided by the total number of participants who received the intervention). Acceptability outcomes included engagement with the program and quantitative and qualitative feedback about the program. Preliminary efficacy was evaluated based on the Patient Health Questionnaire-8.

resultsThe study recruitment (31/66, 47%) and retention (29/30, 97%) rates were high. Participants provided higher ratings for the ease of use of the Spark program (8.76 out of 10) and their enjoyment of both the mobile app (7.00 out of 10) and VR components (7.48 out of 10) of the program, whereas they provided lower ratings for the program's ability to improve mood (4.38 out of 10) or fit into their daily routines (5.69 out of 10). We observed a clinically and statistically significant reduction in depression scores at postintervention (mean difference 5.36; P<.001) and 1-month follow-up (mean difference 6.44; P<.001) time points.

conclusionsThe Spark program was found to be a feasible and acceptable way to deliver a self-guided CBT-focused intervention to adolescents and young adults with symptoms of depression. Preliminary data also indicated that the Spark program reduced the symptoms of depression in adolescents and young adults. Future studies should evaluate the efficacy of this intervention in an adequately powered randomized controlled trial.

trial registrationClinicalTrials.gov NCT04165681; https://classic.clinicaltrials.gov/ct2/show/NCT04165681.

Indexed as

adolescentsbehavioral activationcognitive behavioral therapydepressiondigital healthmobile interventionsmobile phoneyoung adults

Identifiers

PMID37991839
PMCPMC10701656

What OpenQuestion holds

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Registered trials

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.