ArticleAIDS and behavior2018
Informing Targeted Interventions to Optimize the Cascade of HIV Care Using Cluster Analyses of Health Resource Use Among People Living with HIV/AIDS.
Article in AIDS and behavior, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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Who cites it
5 citing papers in PubMed.
- Longitudinal Viral Load Clustering for People With HIV Using Functional Principal Component Analysis.AIDS research and treatment · 2025Article
- Use of the Lorenz curve and the Gini index for the evaluation of HIV viral load distribution in an Italian community.Frontiers in public health · 2025Article
- Tracking People Living with HIV in Loss to Follow Up in Central Brazil: A Call for Attention to Health Services.AIDS and behavior · 2024Article
- Understanding mobility and sexual risk behaviour among women in fishing communities of Lake Victoria in East Africa: a qualitative study.BMC public health · 2020Article
- Ethical issues associated with HIV molecular epidemiology: a qualitative exploratory study using inductive analytic approaches.BMC medical ethics · 2019Article
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Authors and funding
7 authors.
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Abstract
Increased awareness of the secondary preventive benefits of antiretroviral treatment (ART) has strengthened the desire to optimize health care systems' response to HIV/AIDS. We identified clusters of health resource utilization (HRU) among people living with HIV (PLHIV) to inform targeted interventions aimed to optimize the cascade of HIV care. Using linked population-level health databases in British Columbia, Canada, we selected two analytic samples of PLHIV with 3 years of follow-up between 2006-2011 that were classified as intermittently retained in care or intermittently engaged in ART, and executed a probabilistic model-based clustering analysis for each sample with 5 and 9 quarterly HRU variables, respectively. We found clear HRU profile differences among both samples with similar HIV-related care: one featured active involvement in non-HIV care, the other little or no health care interaction following linkage to care. Differential reengagement intervention strategies capitalizing on missed opportunities in non-HIV care and further engaging physicians delivering HIV care are needed to optimize the response to the HIV epidemic.
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