Evidence map›Paper›PMID 28472928›Full record

ArticleBMC public health2017

Using the multiphase optimization strategy (MOST) to optimize an HIV care continuum intervention for vulnerable populations: a study protocol.

Marya Viorst Gwadz, Linda M Collins, Charles M Cleland, Noelle R Leonard, Leo Wilton, Monica Gandhi, R Scott Braithwaite, David C Perlman, Alexandra Kutnick, Amanda S Ritchie

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in BMC public health, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02801747 (Using MOST to Optimize an HIV Care Continuum Intervention for Vulnerable Populations), which is not on this map. Cited by 46 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
46citing papers in PubMed, 1 pooled it
4.4field-weighted citation impact, top 5% 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.

NCT02801747 nacompletednot on this map

Using MOST to Optimize an HIV Care Continuum Intervention for Vulnerable Populations

TypeinterventionalSponsorNew York UniversityRan2017 to 2022Enrolled512ConditionsHIVArmsHeart to Heart2 (HTH2)
3 · Its place in the literature

Who cites it

46 citing papers in PubMed, 1 synthesis or guideline pooled it, 80 citations in OpenAlex.

  1. Interventions for improving health literacy in migrants.The Cochrane database of systematic reviews · 2023
    Pooled it
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  9. Twenty years of intervention optimization.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2025
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  14. Using decision analysis for intervention value efficiency to select optimized interventions in the multiphase optimization strategy.Health psychology : official journal of the Division of Health Psychology, American Psychological Association · 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

10 authors at 5 institutions in 2 countries.

Marya Viorst GwadzCenter for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA. mg2890@nyu.edu.
Linda M CollinsThe Methodology Center and Department of Human Development and Family Studies, Pennsylvania State University, State College, Pennsylvania, PA, USA.
Charles M ClelandCenter for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA.
Noelle R LeonardCenter for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA.
Leo WiltonDepartment of Human Development, State University of New York at Binghamton, Binghamton, NY, USA.
Monica GandhiDivision of HIV, Infectious Diseases, and Global Medicine, School of Medicine, University of California San Francisco, San Francisco, CA, USA.
R Scott BraithwaiteDepartment of Population Health, New York University School of Medicine, New York, NY, USA.
David C PerlmanDepartment of Infectious Diseases, Mount Sinai Beth Israel, New York, NY, USA.
Alexandra KutnickCenter for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA.
Amanda S RitchieCenter for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, USA.
New York University · USMount Sinai Beth Israel · USPennsylvania State University · USUniversity of California, San Francisco · USUniversity of Johannesburg · ZA

Funding

Virology CoreP30AI027763 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI MALLORY O JOHNSON · 1988 to 2026
$93.6M
Ujima Mentoring ProgramP30MH062246 · NIMH · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI MALLORY O JOHNSON · 2001 to 2026
$57.4M
Transdisciplinary Theoretical Svnthesis and Development CoreP30DA011041 · NIDA · NEW YORK UNIVERSITY · PI Holly Hagan, Courtney McKnight · 1998 to 2026
$38.9M
BEHAVIORAL SCI TRAINING IN DRUG ABUSE RESEARCHT32DA007233 · NIDA · PUBLIC HEALTH SOLUTIONS · PI GOLDSAMT, LLOYD A · 1985 to 2023
$20.2M
Using MOST to optimize an HIV care continuum intervention for vulnerable populationsR01DA040480 · NIDA · NEW YORK UNIVERSITY · PI COLLINS, LINDA M, GWADZ, MARYA · 2016 to 2020
$5.9M
Minority Populations Prevention Researcher TrainingR25HD045810 · NICHD · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI NEILANDS, TORSTEN BRIAN · 2003 to 2018
$4.3M
NIAID NIH HHS P30 AI027763NICHD NIH HHS R25 HD045810NIDA NIH HHS P30 DA011041NIDA NIH HHS R01 DA040480NIDA NIH HHS T32 DA007233NIMH NIH HHS P30 MH062246
6 · The paper itself

Abstract

backgroundMore than half of persons living with HIV (PLWH) in the United States are insufficiently engaged in HIV primary care and not taking antiretroviral therapy (ART), mainly African Americans/Blacks and Hispanics. In the proposed project, a potent and innovative research methodology, the multiphase optimization strategy (MOST), will be employed to develop a highly efficacious, efficient, scalable, and cost-effective intervention to increase engagement along the HIV care continuum. Whereas randomized controlled trials are valuable for evaluating the efficacy of multi-component interventions as a package, they are not designed to evaluate which specific components contribute to efficacy. MOST, a pioneering, engineering-inspired framework, addresses this problem through highly efficient randomized experimentation to assess the performance of individual intervention components and their interactions. We propose to use MOST to engineer an intervention to increase engagement along the HIV care continuum for African American/Black and Hispanic PLWH not well engaged in care and not taking ART. Further, the intervention will be optimized for cost-effectiveness. A similar set of multi-level factors impede both HIV care and ART initiation for African American/Black and Hispanic PLWH, primary among them individual- (e.g., substance use, distrust, fear), social- (e.g., stigma), and structural-level barriers (e.g., difficulties accessing ancillary services). Guided by a multi-level social cognitive theory, and using the motivational interviewing approach, the study will evaluate five distinct culturally based intervention components (i.e., counseling sessions, pre-adherence preparation, support groups, peer mentorship, and patient navigation), each designed to address a specific barrier to HIV care and ART initiation. These components are well-grounded in the empirical literature and were found acceptable, feasible, and promising with respect to efficacy in a preliminary study. METHODS/

designStudy aims are: 1) using a highly efficient fractional factorial experimental design, identify which of five intervention components contribute meaningfully to improvement in HIV viral suppression, and secondary outcomes of ART adherence and engagement in HIV primary care; 2) identify mediators and moderators of intervention component efficacy; and 3) using a mathematical modeling approach, build the most cost-effective and efficient intervention package from the efficacious components. A heterogeneous sample of African American/Black and Hispanic PLWH (with respect to age, substance use, and sexual minority status) will be recruited with a proven hybrid sampling method using targeted sampling in community settings and peer recruitment (N = 512). DISCUSSION: This is the first study to apply the MOST framework in the field of HIV prevention and treatment. This innovative study will produce a culturally based HIV care continuum intervention for the nation's most vulnerable PLWH, optimized for cost-effectiveness, and with exceptional levels of efficacy, efficiency, and scalability.

trial registrationClinicalTrials.gov, NCT02801747 , Registered June 8, 2016.

Indexed as

Antiviral AgentsBlack or African AmericanContinuity of Patient CareHispanic or LatinoHIV InfectionsHumansMedication AdherenceMotivational InterviewingPatient NavigationPatient ParticipationPrimary Health CareResearch DesignSocial StigmaSubstance-Related DisordersUnited StatesVulnerable PopulationsAntiviral AgentsAfrican AmericanAntiretroviral initiationBlackDisparitiesHispanicHIV careHIV care continuumInterventionMOSTMultiphase optimization strategy

Identifiers

PMID28472928
PMCPMC5418718
OpenAlexW2611780367

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.