Evidence map›Paper›PMID 33177149›Full record

Trial reportEvidence-based mental health2021

Technology and implementation science to forge the future of evidence-based psychotherapies: the PRIDE scale-up study.

Milton L Wainberg, Maria Lídia Gouveia, Melissa Ann Stockton, Paulino Feliciano, Antonio Suleman, Jennifer J Mootz, Milena Mello, Andre Fiks Salem, M Claire Greene, Charl Bezuidenhout and 20 more

Open access · greenAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Evidence-based mental health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
2.1field-weighted citation impact, top 12% 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

24 citing papers in PubMed, 33 citations in OpenAlex.

  1. Trial
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  5. Improving the Fit of Interventions for Autism in Schools: Lessons Learned Following Paraeducator Coaching on the RUBIES Program.Journal of educational and psychological consultation : the official journal of the Association for Educational and Psychological Consultants · 2025
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  12. Global Is Local: Leveraging Global Mental-Health Methods to Promote Equity and Address Disparities in the United States.Clinical psychological science : a journal of the Association for Psychological Science · 2024
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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

30 authors at 10 institutions in 4 countries.

Milton L WainbergDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA.
Maria Lídia GouveiaMental Health Department, Ministry of Health of Mozambique, Maputo, Mozambique.
Melissa Ann StocktonDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA.ORCID 0000-0002-0737-7180
Paulino FelicianoMental Health Department, Ministry of Health of Mozambique, Nampula, Mozambique.
Antonio SulemanMental Health Department, Ministry of Health of Mozambique, Nampula, Mozambique.
Jennifer J MootzDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA.
Milena MelloDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA.
Andre Fiks SalemDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA.
M Claire GreeneHeilbrunn Department of Population and Family Health, Columbia University Mailman School of Public Health, New York, New York, USA.
Charl BezuidenhoutResearch Unit, Foundation for Professional Development, Pretoria, South Africa.
Phuti NgwepeResearch Unit, Foundation for Professional Development, Pretoria, South Africa.
Kathryn L LoveroDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA.
Palmira Fortunato Dos SantosMental Health Department, Ministry of Health of Mozambique, Maputo, Mozambique.
Simone H SchrigerDepartment of Psychology, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
David S MandellUniversity of Pennsylvania, Philadelphia, Pennsylvania, USA.
Rogerio MulumbaHospital Psiquiátrico de Nampula, Nampula, Mozambique.
Anibal Neves AnubeDocente da Faculdade de Ciências de Saúde-UniLúrio, Hospital Psiquiátrico de Nampula, Nampula, Mozambique.
Dirceu MabundaMavalane General Hospital, Maputo, Mozambique.
Flavio MandlateMental Health Department, Ministry of Health of Mozambique, Maputo, Mozambique.
Francine CournosDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA.
Jean-Marie Alves-BradfordDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA.
Terriann NicholsonDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA.
Bianca KannDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA biancakann1@gmail.com.ORCID 0000-0002-0478-6333
Wilza FumoMental Health Department, Ministry of Health of Mozambique, Maputo, Mozambique.
Cristiane S DuarteDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA.
Jair de Jesus MariDepartment of Psychiatry and Medical Psychology, Escola Paulista de Medicina, Universidade Federal de São Paulo, Sao Paulo, São Paulo, Brazil.
Marcelo F MelloUNIFESP, Sao Paulo, São Paulo, Brazil.
Ana O MocumbiUniversidade Eduardo Mondlane, Maputo, Mozambique.
Maria A OquendoDepartment of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
Myrna M WeissmanDepartment of Psychiatry, Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA.
New York Psychoanalytic Society and Institute · USMinistry of Health · MZColumbia University · USUniversity of Pennsylvania · USFoundation for Professional Development · ZAEduardo Mondlane University · MZInstituto Superior Politécnico de Manica · MZLúrio University · MZMaputo Central Hospital · MZUniversidade Federal de São Paulo · BR

Funding

StepWell: Stepped Care Mental Health and Substance Use Telehealth Services for COVID-19 Affected PatientsU19MH113203 · NIMH · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI OQUENDO, MARIA A, WAINBERG, MILTON L · 2017 to 2021
$5.7M
Global Mental Health Research Fellowship: Interventions That Make a DifferenceT32MH096724 · NIMH · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI MILTON L WAINBERG · 2012 to 2026
$4.4M
Community I-STAR Mozambique: Community Implementation of SBIRT using Technology for Alcohol use Reduction in MozambiqueR01AA025947 · NIAAA · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI WAINBERG, MILTON L · 2018 to 2023
$3.4M
PALOP MENTAL HEALTH IMPLEMENTATION RESEARCH TRAININGD43TW009675 · FIC · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI Lidia Gouveia, Maria A Oquendo · 2014 to 2026
$3.2M
Youth-PRIDES: Implementing integrated, mHealth care for adolescent depressionwithin primary care clinics of MozambiqueK01MH120258 · NIMH · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI LOVERO, KATHRYN LYNN · 2019 to 2023
$975k
FIC NIH HHS D43 TW009675NIAAA NIH HHS R01 AA025947NIMH NIH HHS K01 MH120258NIMH NIH HHS T32 MH096724NIMH NIH HHS U19 MH113203
6 · The paper itself

Abstract

objectiveTo report the interim results from the training of providers inevidence-based psychotherapies (EBPs) and use of mobile applications. DESIGN AND

settingThe Partnerships in Research to Implement and Disseminate Sustainable and Scalable Evidence (PRIDE) study is a cluster-randomised hybrid effectiveness-implementation trial comparing three delivery pathways for integrating comprehensive mental healthcare into primary care in Mozambique. Innovations include the use of EBPs and scaling-up of task-shifted mental health services using mobile applications.

main outcome measuresWe examined EBP training attendance, certification, knowledge and intentions to deliver each component. We collected qualitative data through rapid ethnography and focus groups. We tracked the use of the mobile applications to investigate early reach of a valid screening tool (Electronic Mental Wellness Tool) and the roll out of the EBPs

participantsPsychiatric technicians and primary care providers trained in the EBPs.

resultsPRIDE has trained 110 EBP providers, supervisors and trainers and will train 279 community health workers in upcoming months. The trainings improved knowledge about the EBPs and trainees indicated strong intentions to deliver the EBP core components. Trained providers began using the mobile applications and appear to identify cases and provide appropriate treatment.

conclusionsThe future of EBPs requires implementation within existing systems of care with fidelity to their core evidence-based components. To sustainably address the vast mental health treatment gap globally, EBP implementation demands: expanding the mental health workforce by training existing human resources; sequential use of EBPs to comprehensively treat mental disorders and their comorbid presentations and leveraging digital screening and treatment applications.

Indexed as

Mental DisordersMental Health ServicesHumansImplementation SciencePsychotherapyTechnologyadult psychiatryanxiety disordersdepression & mood disordersschizophrenia & psychotic disorderssubstance misuse

Identifiers

PMID33177149
PMCPMC8025148
OpenAlexW3104182366

What OpenQuestion holds

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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.