Evidence map›Paper›PMID 32191771›Full record

ArticlePloS one2020

Simulating system dynamics of the HIV care continuum to achieve treatment as prevention.

Margaret R Weeks, David W Lounsbury, Jianghong Li, Gary Hirsch, Marcie Berman, Helena D Green, Lucy Rohena, Rosely Gonzalez, Jairo M Montezuma-Rusca, Seja Jackson

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 2 pooled it
2.2field-weighted citation impact, top 10% 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

9 citing papers in PubMed, 2 syntheses or guidelines pooled it, 11 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Article
  5. Review
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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 4 institutions in 1 country.

Margaret R WeeksInstitute for Community Research, Hartford, Connecticut, United States of America.ORCID 0000-0001-7493-0276
David W LounsburyDepartment of Epidemiology and Population Health, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, New York, United States of America.
Jianghong LiInstitute for Community Research, Hartford, Connecticut, United States of America.
Gary HirschCreator of Learning Environments, Wayland, Massachusetts, United States of America.
Marcie BermanInstitute for Community Research, Hartford, Connecticut, United States of America.
Helena D GreenInstitute for Community Research, Hartford, Connecticut, United States of America.
Lucy RohenaInstitute for Community Research, Hartford, Connecticut, United States of America.
Rosely GonzalezInstitute for Community Research, Hartford, Connecticut, United States of America.
Jairo M Montezuma-RuscaDepartment of Internal Medicine, University of Connecticut Health Center, Farmington, Connecticut, United States of America.
Seja JacksonSt. Francis Hospital and Medical Center, Burgdorf Health Center, Hartford, Connecticut, United States of America.
Institute For Community Research · USAlbert Einstein College of Medicine · USSt. Francis Hospital · USUConn Health · US

Funding

Examining Multilevel System Dynamics Affecting HIV Community Viral LoadR01MH103176 · NIMH · INSTITUTE FOR COMMUNITY RESEARCH · PI WEEKS, MARGARET R. · 2015 to 2019
$4.0M
Participatory System Dynamics Modeling to Simulate HIV Test-and-Treat ImprovementsR21MH110335 · NIMH · INSTITUTE FOR COMMUNITY RESEARCH · PI WEEKS, MARGARET R. · 2016 to 2017
$464k
NIMH NIH HHS R01 MH103176NIMH NIH HHS R21 MH110335
6 · The paper itself

Abstract

The continuing HIV pandemic calls for broad, multi-sectoral responses that foster community control of local prevention and care services, with the goal of leveraging high quality treatment as a means of reducing HIV incidence. Service system improvements require stakeholder input from across the care continuum to identify gaps and to inform strategic plans that improve HIV service integration and delivery. System dynamics modeling offers a participatory research approach through which stakeholders learn about system complexity and about ways to achieve sustainable system-level improvements. Via an intensive group model building process with a task force of community stakeholders with diverse roles and responsibilities for HIV service implementation, delivery and surveillance, we designed and validated a multi-module system dynamics model of the HIV care continuum, in relation to local prevention and care service capacities. Multiple sources of data were used to calibrate the model for a three-county catchment area of central Connecticut. We feature a core module of the model for the purpose of illustrating its utility in understanding the dynamics of treatment as prevention at the community level. We also describe the methods used to validate the model and support its underlying assumptions to improve confidence in its use by stakeholders for systems understanding and decision making. The model's generalizability and implications of using it for future community-driven strategic planning and implementation efforts are discussed.

Indexed as

Continuity of Patient CareDelivery of Health CareHealth ServicesHIV InfectionsHumansModels, TheoreticalSystems Analysis

Identifiers

PMID32191771
PMCPMC7082036
OpenAlexW3010815141

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.