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模拟 HIV 关怀连续体的系统动力学,以实现治疗即预防。

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

机构信息

Institute for Community Research, Hartford, Connecticut, United States of America.

Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Montefiore Medical Center, Bronx, New York, United States of America.

出版信息

PLoS One. 2020 Mar 19;15(3):e0230568. doi: 10.1371/journal.pone.0230568. eCollection 2020.

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.

摘要

持续的艾滋病毒流行需要广泛的、多部门的应对措施,以促进社区对当地预防和护理服务的控制,目标是利用高质量的治疗作为减少艾滋病毒发病率的手段。服务系统的改进需要整个护理连续体中的利益相关者的投入,以确定差距,并为改善艾滋病毒服务的整合和提供提供信息战略计划。系统动力学建模提供了一种参与式研究方法,通过该方法,利益相关者可以了解系统的复杂性以及实现可持续系统层面改进的方法。通过与负责艾滋病毒服务实施、提供和监测的社区利益相关者的一个特别工作组进行密集的集体模型构建过程,我们设计并验证了与当地预防和护理服务能力有关的艾滋病毒护理连续体的多模块系统动力学模型。该模型使用了多种数据源进行校准,以适应康涅狄格州中部的三个县的集水区。我们展示了该模型的核心模块,旨在说明其在理解社区一级预防治疗动态方面的效用。我们还描述了用于验证模型和支持其基本假设的方法,以提高利益相关者对其进行系统理解和决策制定的使用信心。讨论了模型的通用性以及将其用于未来社区驱动的战略规划和实施工作的意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dd0b/7082036/aa7258fabb2f/pone.0230568.g001.jpg

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