ArticleBMC public health2017
Using the multiphase optimization strategy (MOST) to optimize an HIV care continuum intervention for vulnerable populations: a study protocol.
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.
What it found
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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.
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.
Using MOST to Optimize an HIV Care Continuum Intervention for Vulnerable Populations
Who cites it
46 citing papers in PubMed, 1 synthesis or guideline pooled it, 80 citations in OpenAlex.
- Interventions for improving health literacy in migrants.The Cochrane database of systematic reviews · 2023Pooled it
- Multicomponent Intervention for Distressed Informal Caregivers of People With Dementia: A Randomized Clinical Trial.JAMA network open · 2025Trial
- An Evaluation a PrEP-Focused HIV Prevention Intervention Tailored for Individuals with Opioid Use Disorder and Cognitive Dysfunction.Neuropsychiatric disease and treatment · 2025Trial
- Effects of Behavioral Intervention Components for African American/Black and Latino Persons Living with HIV with Non-suppressed Viral Load Levels: Results of an Optimization Trial.AIDS and behavior · 2023Trial
- A Hybrid Evaluation-Optimization Trial to Evaluate an Intervention Targeting the Intersection of Alcohol and Sex in College Students and Simultaneously Test an Additional Component Aimed at Preventing Sexual Violence.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2021Trial
- Optimization of Spinal Manipulative Therapy Protocols: A Factorial Randomized Trial Within a Multiphase Optimization Framework.The journal of pain · 2021Trial
- "Nobody's Going to Say No to a Dollar": Framing HIV Medication Diversion Through the Lens of Economies of Diversion.AIDS and behavior · 2026Article
- Integrating implementation science and intervention optimization.Implementation science : IS · 2025Article
- Twenty years of intervention optimization.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2025Article
- Increasing pre-exposure prophylaxis (PrEP) in primary care: A study protocol for a multi-level intervention using the multiphase optimization strategy (MOST) framework.Contemporary clinical trials · 2024Article
- A posterior expected value approach to decision-making in the multiphase optimization strategy for intervention science.Psychological methods · 2024Article
- Article
- Intervention Optimization: A Paradigm Shift and Its Potential Implications for Clinical Psychology.Annual review of clinical psychology · 2024Review
- 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 · 2024Article
- Multiphase optimization of a multicomponent intervention for informal dementia caregivers: a study protocol.Trials · 2023Article
- Applying a Social Determinants of Health Framework to Guide Digital Innovations That Reduce Disparities in Chronic Disease.Psychosomatic medicine · 2023Review
- Article
- Article
- Exploring behavioral intervention components for African American/Black and Latino persons living with HIV with non-suppressed HIV viral load in the United States: a qualitative study.International journal for equity in health · 2023Article
- Optimizing intervention components for sleep promotion in children in the context of obesity prevention: the SLEEPY 2.0 study protocol.Frontiers in sleep · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 5 institutions in 2 countries.
Funding
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.
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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.