Evidence map›Paper›PMID 33705457›Full record

ArticlePloS one2021

Ecological momentary interventions for mental health: A scoping review.

Andreas Balaskas, Stephen M Schueller, Anna L Cox, Gavin Doherty

Registry-linked trialOpen access · goldAbstract readScoping Review
In one paragraph

Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07420426 (Instant Message-delivered Personalised Acceptance and Commitment Therapy), which is not on this map. Cited by 117 papers, 10 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
117citing papers in PubMed, 10 pooled it
18.6field-weighted citation impact, top 1% 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.

NCT07420426 narecruitingnot on this mapstarted 2025, after this paper: background citation

Instant Message-delivered Personalised Acceptance and Commitment Therapy (IMPACT) for Neuropsychiatric Symptoms in Persons With Mild Cognitive Impairment: a Mixed Methods Study

TypeinterventionalSponsorThe University of Hong KongRan2025 to 2026Enrolled160ConditionsMild Cognitive Impairment (MCI)Armsautomated instant message-guided neuropsychiatric symptoms management, general mental health management
3 · Its place in the literature

Who cites it

117 citing papers in PubMed, 10 syntheses or guidelines pooled it, 206 citations in OpenAlex.

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57 more citing papers are in PubMed but not listed here.

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

4 authors at 3 institutions in 3 countries.

Andreas BalaskasSchool of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland.
Stephen M SchuellerDepartment of Psychological Science, University of California, Irvine, Irvine, CA, United States of America.
Anna L CoxUCLIC, University College London, London, United Kingdom.
Gavin DohertySchool of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland.ORCID 0000-0002-9617-7008
Trinity College Dublin · IEUniversity College London · GBUniversity of California, Irvine · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe development of mobile computing technology has enabled the delivery of psychological interventions while people go about their everyday lives. The original visions of the potential of these "ecological momentary interventions" were presented over a decade ago, and the widespread adoption of smartphones in the intervening years has led to a variety of research studies exploring the feasibility of these aspirations. However, there is a dearth of research describing the different dimensions, characteristics, and features of these interventions, as constructed.

objectiveTo provide an overview of the definitions given for "ecological momentary interventions" in the treatment of common mental health disorders, and describe the set of technological and interaction possibilities which have been used in the design of these interventions.

methodsA systematic search identified relevant literature published between 2009 and 2020 in the PubMed, PsycInfo, and ACM Guide to the Computing Literature databases. Following screening, data were extracted from eligible articles using a standardized extraction worksheet. Selected articles were then thematically categorized.

resultsThe search identified 583 articles of which 64 met the inclusion criteria. The interventions target a range of mental health problems, with diverse aims, intervention designs and evaluation approaches. The studies employed a variety of features for intervention delivery, but recent research is overwhelmingly comprised of studies based on smartphone apps (30 of 42 papers that described an intervention). Twenty two studies employed sensors for the collection of data in order to provide just-in-time support or predict psychological states.

conclusionsWith the shift towards smartphone apps, the vision for EMIs has begun to be realised. Recent years have seen increased exploration of the use of sensors and machine learning, but the role of humans in the delivery of EMI is also varied. The variety of capabilities exhibited by EMIs motivates development of a more precise vocabulary for capturing both automatic and human tailoring of these interventions.

Indexed as

Ecological Momentary AssessmentMobile ApplicationsSmartphoneHumansMental DisordersPsychotherapy, Brief

Identifiers

PMID33705457
PMCPMC7951936
OpenAlexW3135402573

What OpenQuestion holds

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LicenceCC BY
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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.