Evidence map›Paper›PMID 33252946›Full record

ArticleThe American psychologist2020

Implementation strategies for digital mental health interventions in health care settings.

Andrea K Graham, Emily G Lattie, Byron J Powell, Aaron R Lyon, Justin D Smith, Stephen M Schueller, Nicole A Stadnick, C Hendricks Brown, David C Mohr

2 registry-linked trialsAbstract read
In one paragraph

Article in The American psychologist, 2020. 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 132 papers, 12 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
132citing papers in PubMed, 12 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.

NCT05375851 nacompletednot on this mapstarted 2022, after this paper: background citation

Digital Interventions As an Add-on Tool in Generalized Anxiety Disorder Treatment: a Randomized Clinical Trial

TypeinterventionalSponsorHospital de Clinicas de Porto AlegreRan2022 to 2024Enrolled60ConditionsGeneralized Anxiety DisorderArmsDigital Interventions, Treatment as Usual
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

132 citing papers in PubMed, 12 syntheses or guidelines pooled it.

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  3. Implementing PTSD interventions for hospital nurses and physicians during COVID-19: A scoping review.Archives of public health = Archives belges de sante publique · 2025
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  12. Evidence Base on Outpatient Behavioral Treatments for Adolescent Substance Use, Update 2018-2023: Current Status, Best Practices, and Opportunities for Advancing the Science.Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53
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72 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

9 authors.

Andrea K GrahamCenter for Behavioral Intervention Technologies, Northwestern University.ORCID 0000-0002-9736-8906
Emily G LattieCenter for Behavioral Intervention Technologies, Northwestern University.ORCID 0000-0002-3069-5996
Byron J PowellBrown School, Washington University in St. Louis.
Aaron R LyonDepartment of Psychiatry and Behavioral Sciences, University of Washington.
Justin D SmithCenter for Prevention Implementation Methodology, Northwestern University.ORCID 0000-0003-3264-8082
Stephen M SchuellerCenter for Behavioral Intervention Technologies, Northwestern University.ORCID 0000-0002-1003-0399
Nicole A StadnickDepartment of Psychiatry, University of California, San Diego.ORCID 0000-0001-6520-2920
C Hendricks BrownCenter for Prevention Implementation Methodology, Northwestern University.
David C MohrCenter for Behavioral Intervention Technologies, Northwestern University.ORCID 0000-0002-5443-7596

Funding

Northwestern University Clinical and Translational Science Institute (NUCATS)UL1TR001422 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI D'AQUILA, RICHARD · 2015 to 2023
$56.8M
INNOVATIVE IMPLEMENTATION RESEARCH METHODS COREP30DA027828 · NIDA · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI BROWN, C. HENDRICKS, MUSTANSKI, BRIAN · 2011 to 2020
$11.4M
IMPLEMENTATION RESEARCH INSTITUTE FOR MENTAL HEALTH SERVICES IRI-MHSR25MH080916 · NIMH · WASHINGTON UNIVERSITY · PI Byron James Powell · 2009 to 2026
$3.7M
LifeSense: Transforming Behavioral Assessment of Depression Using Personal Sensing TechnologyR01MH111610 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI KORDING, KONRAD P., MOHR, DAVID CURTIS · 2017 to 2020
$3.2M
Artificial Intelligence in a Mobile Intervention for Depression (AIM)R01MH100482 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI MOHR, DAVID CURTIS · 2013 to 2017
$3.1M
Adapting and Implementing an Integrated Care Model for Youth with Autism Spectrum Disorder and Psychiatric ComorbidityK23MH110602 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI STADNICK, NICOLE A · 2017 to 2020
$813k
Testing Intervention Strategies for Addressing Obesity and Binge EatingK01DK116925 · NIDDK · NORTHWESTERN UNIVERSITY AT CHICAGO · PI GRAHAM, ANDREA KASS · 2018 to 2022
$799k
Expanding College Student Mental Health with Stress Management Mobile TechnologiesK08MH112878 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LATTIE, EMILY GARDINER · 2017 to 2021
$746k
Optimizing the Implementation of a Population Panel Management Intervention in Safety-Net Clinics for Childhood HypertensionR56HL148192 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI SMITH, JUSTIN D · 2019 to 2019
$738k
Refining and Implementing Technology-Enhanced Family Navigation to Promote Early Access and Engagement with Mental Health Services for Youth with AutismR34MH120190 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI STADNICK, NICOLE A · 2020 to 2022
$710k
IMPROVING THE IMPLEMENTATION AND SUSTAINMENT OF EBPS IN MENTAL HEALTH: DEVELOPING AND PILOTING THE COLLABORATIVE ORGANIZATIONAL APPROACH TO SELECTING AND TAILORING IMPLEMENTATION STRATEGIES (COAST-ISK01MH113806 · NIMH · WASHINGTON UNIVERSITY · PI POWELL, BYRON JAMES · 2017 to 2020
$697k
NCATS NIH HHS UL1 TR001422NHLBI NIH HHS R56 HL148192NIDA NIH HHS P30 DA027828NIDDK NIH HHS K01 DK116925NIMH NIH HHS K01 MH113806NIMH NIH HHS K08 MH112878NIMH NIH HHS K23 MH110602NIMH NIH HHS R01 MH100482NIMH NIH HHS R01 MH111610NIMH NIH HHS R25 MH080916NIMH NIH HHS R34 MH120190
6 · The paper itself

Abstract

U.S. health care systems are tasked with alleviating the burden of mental health, but are frequently underprepared and lack workforce and resource capacity to deliver services to all in need. Digital mental health interventions (DMHIs) can increase access to evidence-based mental health care. However, DMHIs commonly do not fit into the day-to-day activities of the people who engage with them, resulting in a research-to-practice gap for DMHI implementation. For health care settings, differences between digital and traditional mental health services make alignment and integration challenging. Specialized attention is needed to improve the implementation of DMHIs in health care settings so that these services yield high uptake, engagement, and sustainment. The purpose of this article is to enhance efforts to integrate DMHIs in health care settings by proposing implementation strategies, selected and operationalized based on the discrete strategies established in the Expert Recommendations for Implementing Change project, that align to DMHI-specific barriers in these settings. Guidance is offered in how these strategies can be applied to DMHI implementation across four phases commonly distinguished in implementation science using the Exploration, Preparation, Implementation, Sustainment Framework. Next steps to advance research in this area and improve the research-to-practice gap for implementing DMHIs are recommended. Applying implementation strategies to DMHI implementation will enable psychologists to systematically evaluate this process, which can yield an enhanced understanding of the factors that facilitate implementation success and improve the translation of DMHIs from controlled trials to real-world settings. (PsycInfo Database Record (c) 2020 APA, all rights reserved).

Indexed as

Digital TechnologyImplementation ScienceMental HealthMental Health ServicesDelivery of Health CareEvidence-Based PracticeHumansMental Disorders

Identifiers

PMID33252946
PMCPMC7709140

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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.