Evidence map›Paper›PMID 35394434›Full record

ArticleJournal of medical Internet research2022

Human Support in App-Based Cognitive Behavioral Therapies for Emotional Disorders: Scoping Review.

Emily E Bernstein, Hilary Weingarden, Emma C Wolfe, Margaret D Hall, Ivar Snorrason, Sabine Wilhelm

Open access · goldAbstract readScoping Review
In one paragraph

Article in Journal of medical Internet research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 5 pooled it
7.6field-weighted citation impact, top 2% 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

32 citing papers in PubMed, 5 syntheses or guidelines pooled it, 53 citations in OpenAlex.

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  11. Increased prevalence of depressive symptoms and stress in patients with chronic bothersome tinnitus during the COVID-19 pandemic.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2026
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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

6 authors at 2 institutions in 1 country.

Emily E BernsteinMassachusetts General Hospital, Boston, MA, United States.ORCID 0000-0001-8609-3153
Hilary WeingardenMassachusetts General Hospital, Boston, MA, United States.ORCID 0000-0002-3448-3755
Emma C WolfeMassachusetts General Hospital, Boston, MA, United States.ORCID 0000-0001-9183-1026
Margaret D HallMassachusetts General Hospital, Boston, MA, United States.ORCID 0000-0001-6683-2254
Ivar SnorrasonMassachusetts General Hospital, Boston, MA, United States.ORCID 0000-0002-5979-3151
Sabine WilhelmMassachusetts General Hospital, Boston, MA, United States.ORCID 0000-0002-5316-2711
Harvard University · USMassachusetts General Hospital · US

Funding

Smartphone-based digital phenotyping to detect high-risk affect states in body dysmorphic disorderK23MH119372 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI WEINGARDEN, HILARY · 2019 to 2024
$922k
NIMH NIH HHS K23 MH119372
6 · The paper itself

Abstract

backgroundSmartphone app-based therapies offer clear promise for reducing the gap in available mental health care for people at risk for or people with mental illness. To this end, as smartphone ownership has become widespread, app-based therapies have become increasingly common. However, the research on app-based therapies is lagging behind. In particular, although experts suggest that human support may be critical for increasing engagement and effectiveness, we have little systematic knowledge about the role that human support plays in app-based therapy. It is critical to address these open questions to optimally design and scale these interventions.

objectiveThe purpose of this study is to provide a scoping review of the use of human support or coaching in app-based cognitive behavioral therapy for emotional disorders, identify critical knowledge gaps, and offer recommendations for future research. Cognitive behavioral therapy is the most well-researched treatment for a wide range of concerns and is understood to be particularly well suited to digital implementations, given its structured, skill-based approach.

methodsWe conducted systematic searches of 3 databases (PubMed, PsycINFO, and Embase). Broadly, eligible articles described a cognitive behavioral intervention delivered via smartphone app whose primary target was an emotional disorder or problem and included some level of human involvement or support (coaching). All records were reviewed by 2 authors. Information regarding the qualifications and training of coaches, stated purpose and content of the coaching, method and frequency of communication with users, and relationship between coaching and outcomes was recorded.

resultsOf the 2940 titles returned by the searches, 64 (2.18%) were eligible for inclusion. This review found significant heterogeneity across all of the dimensions of coaching considered as well as considerable missing information in the published articles. Moreover, few studies had qualitatively or quantitatively evaluated how the level of coaching impacts treatment engagement or outcomes. Although users tend to self-report that coaching improves their engagement and outcomes, there is limited and mixed supporting quantitative evidence at present.

conclusionsDigital mental health is a young but rapidly expanding field with great potential to improve the reach of evidence-based care. Researchers across the reviewed articles offered numerous approaches to encouraging and guiding users. However, with the relative infancy of these treatment approaches, this review found that the field has yet to develop standards or consensus for implementing coaching protocols, let alone those for measuring and reporting on the impact. We conclude that coaching remains a significant hole in the growing digital mental health literature and lay out recommendations for future data collection, reporting, experimentation, and analysis.

Indexed as

Cognitive Behavioral TherapyMobile ApplicationsHumansMental HealthMood DisordersSmartphonecoachingcognitive behavioral therapydigital healthemotional disorderguidedmental healthmobile appmobile phone

Identifiers

PMID35394434
PMCPMC9034419
OpenAlexW4223483364

What OpenQuestion 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 OpenQuestion graph.