Evidence map›Paper›PMID 32715431›Full record

ArticleAdministration and policy in mental health2020

Three Flavorings for a Soup to Cure what Ails Mental Health Services.

C Hendricks Brown

Abstract read
In one paragraph

Article in Administration and policy in mental health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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.

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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

1 author.

C Hendricks BrownDepartment of Psychiatry and Behavioral Sciences, Northwestern University, 750 N Lake Shore Dr, 10th Floor, Chicago, IL, 60611, USA. hendricks.brown@northwestern.edu.ORCID http://orcid.org/0000-0002-0294-2419

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
STATISTICAL METHODS FOR MENTAL HEALTH PREVENTIVE TRIALSR01MH040859 · NIMH · UNIVERSITY OF SOUTH FLORIDA · PI BROWN, C. HENDRICKS · 1986 to 2014
$7.5M
Scaling a Parenting EBI for Latinx Youth Mental Health in Primary CareR01MH124718 · NIMH · UNIVERSITY OF MIAMI CORAL GABLES · PI BROWN, C. HENDRICKS, PRADO, GUILLERMO · 2021 to 2024
$3.0M
Synthesis of Trials to Prevent Suicide Risk Behavior in Sexual and Gender MinoritiesR01MH117598 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI BROWN, C. HENDRICKS · 2018 to 2021
$2.0M
Measuring Sustainment in Prevention Programs and InitiativesR34DA037516 · NIDA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI PALINKAS, LAWRENCE A · 2015 to 2017
$827k
NCATS NIH HHS UL1TR001422NCIPC CDC HHS U01 CE002712NIDA NIH HHS P30 DA027828NIDA NIH HHS P30DA027828NIDA NIH HHS R34 DA037516NIMH NIH HHS R01 MH040859NIMH NIH HHS R01 MH117598NIMH NIH HHS R01MH117598NIMH NIH HHS R01 MH124718
6 · The paper itself

Abstract

With new tools from artificial intelligence and new perspectives on personalizing interventions, we could revolutionize the way mental health services are delivered and achieve major gains in improving the public's mental health. We examine Dr. Bickman's vision around these technological and paradigm changes that would usher in major scientific, workforce training, and societal cultural changes. We argue that additional efforts in research evaluations in implementation have the potential to scale up and adapt existing interventions and scale them out to diverse populations and service systems. The next stage of this work involves testing the effectiveness of personalized interventions that are preferred by the public and integrating these choices into sustainable service systems. We note cautions on the delivery of these programs as automated algorithmic recommendations are heretofore foreign to humans.

Indexed as

Artificial IntelligenceDiffusion of InnovationEmpathyHealth Services ResearchHumansMental Health ServicesPrecision MedicineQuality ImprovementRandomized Controlled Trials as TopicArtificial intelligenceImplementation trialsMachine learningMental health servicesN-of-1 designsPersonalized interventionsScaling downScaling outScaling up

Identifiers

PMID32715431
PMCPMC9462452

What OpenQuestion holds

Textmetadata
LicenceTDM
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.