Evidence map›Paper›PMID 28490417›Full record

ArticleJournal of medical Internet research2017

Accelerating Digital Mental Health Research From Early Design and Creation to Successful Implementation and Sustainment.

David C Mohr, Aaron R Lyon, Emily G Lattie, Madhu Reddy, Stephen M Schueller

2 registry-linked trialsAbstract read
In one paragraph

Article in Journal of medical Internet research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 223 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
223citing papers in PubMed, 3 pooled it
–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.

NCT04948996 naterminatednot on this mapstarted 2021, after this paper: background citation

Effectiveness of Group Versus Individual Self-management of Depression Using a Mobile App to Increase Treatment Adherence Among Users of a University-based Helpline in the Dominican Republic.

TypeinterventionalSponsorNorthern Illinois UniversityRan2021 to 2021Enrolled27ConditionsDepression Mild, Depression ModerateArmsEl Buen Consejo Móvil- Group (EBCM-G), El Buen Consejo Móvil- Individual (EBCM-I)
NCT05746767 naenrolling by invitationnot on this mapstarted 2024, after this paper: background citation

SUPERA: Supporting Peer Interactions to Expand Access to Digital Cognitive Behavioral Therapy for Spanish-speaking Safety-Net Patients in Primary Care

TypeinterventionalSponsorUniversity of California, IrvineRan2024 to 2028Enrolled426ConditionsDepression, AnxietyArmsSupported dCBT, Unsupported dCBT
3 · Its place in the literature

Who cites it

223 citing papers in PubMed, 3 syntheses or guidelines pooled it.

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163 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

5 authors.

David C MohrCenter for Behavioral Intervention Technologies, Department of Preventive Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0002-5443-7596
Aaron R LyonDepartment of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States.ORCID 0000-0003-3657-5060
Emily G LattieCenter for Behavioral Intervention Technologies, Department of Preventive Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0002-3069-5996
Madhu ReddyDepartment of Communication Studies, Northwestern University, Evanston, IL, United States.ORCID 0000-0002-6330-3637
Stephen M SchuellerCenter for Behavioral Intervention Technologies, Department of Preventive Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0002-1003-0399

Funding

Northwestern University Clinical and Translational Science Institute (NUCATS)UL1TR001422 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI D'AQUILA, RICHARD · 2015 to 2023
$56.8M
Technology Assisted intervention for the Treatment and Prevention of DepressionP20MH090318 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI MOHR, DAVID CURTIS · 2011 to 2015
$4.7M
Stepped Telemental Health Care Intervention for DepressionR01MH095753 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI MOHR, DAVID CURTIS · 2012 to 2016
$3.4M
Artificial Intelligence in a Mobile Intervention for Depression (AIM)R01MH100482 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI MOHR, DAVID CURTIS · 2013 to 2017
$3.1M
Implementation of a Measurement Feedback System in School Mental HealthK08MH095939 · NIMH · UNIVERSITY OF WASHINGTON · PI LYON, AARON ROBERT · 2012 to 2016
$787k
Connecting Patients and Therapists Using a Tech-Based Treatment Support SystemK08MH102336 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI SCHUELLER, STEPHEN · 2014 to 2017
$678k
NIMH NIH HHS K08 MH095939NIMH NIH HHS K08 MH102336NIMH NIH HHS P20 MH090318NIMH NIH HHS R01 MH095753NIMH NIH HHS R01 MH100482
6 · The paper itself

Abstract

Mental health problems are common and pose a tremendous societal burden in terms of cost, morbidity, quality of life, and mortality. The great majority of people experience barriers that prevent access to treatment, aggravated by a lack of mental health specialists. Digital mental health is potentially useful in meeting the treatment needs of large numbers of people. A growing number of efficacy trials have shown strong outcomes for digital mental health treatments. Yet despite their positive findings, there are very few examples of successful implementations and many failures. Although the research-to-practice gap is not unique to digital mental health, the inclusion of technology poses unique challenges. We outline some of the reasons for this gap and propose a collection of methods that can result in sustainable digital mental health interventions. These methods draw from human-computer interaction and implementation science and are integrated into an Accelerated Creation-to-Sustainment (ACTS) model. The ACTS model uses an iterative process that includes 2 basic functions (design and evaluate) across 3 general phases (Create, Trial, and Sustain). The ultimate goal in using the ACTS model is to produce a functioning technology-enabled service (TES) that is sustainable in a real-world treatment setting. We emphasize the importance of the service component because evidence from both research and practice has suggested that human touch is a critical ingredient in the most efficacious and used digital mental health treatments. The Create phase results in at least a minimally viable TES and an implementation blueprint. The Trial phase requires evaluation of both effectiveness and implementation while allowing optimization and continuous quality improvement of the TES and implementation plan. Finally, the Sustainment phase involves the withdrawal of research or donor support, while leaving a functioning, continuously improving TES in place. The ACTS model is a step toward bringing implementation and sustainment into the design and evaluation of TESs, public health into clinical research, research into clinics, and treatment into the lives of our patients.

Indexed as

HumansMental HealthQuality of LifeTelemedicineeHealthmethodologymHealth

Identifiers

PMID28490417
PMCPMC5443926

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.