ArticleAIDS and behavior2021
Modeling the Impact of Social Determinants of Health on HIV.
Article in AIDS and behavior, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
30 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The effects of cash transfer programmes on HIV/AIDS prevention and care outcomes: a systematic review and meta-analysis of intervention studies.The lancet. HIV · 2023Pooled it
- Pitavastatin effects on lipids in relation to major adverse cardiovascular events: a REPRIEVE secondary analysis.The lancet. HIV · 2026 · on this mapTrial
- Association Between Community-Level Social Determinants of Health and Sepsis Incidence and Mortality: A Scoping Review.Critical care explorations · 2026Article
- Demographic and social determinants of human immunodeficiency virus status among women with cervical cancer in a low-resource setting.International journal of gynecological cancer : official journal of the International Gynecological Cancer Society · 2026Article
- Machine learning risk stratification to identify people living with HIV at high risk of delayed ART and advanced immunosuppression: a precision public health approach.Frontiers in public health · 2026Article
- Empowerment management program for older adults with HIV/AIDS based on the ADAPT-ITT model: a Chinese Delphi study.BMC health services research · 2025Article
- Evaluation of economic strengthening in South Africa and its impact on HIV, sexually transmitted infections, and teenage births: A modelling study.PLoS medicine · 2025Article
- HIV Risk Score and Prediction Model in the United States: A Scoping Review.AIDS and behavior · 2025Article
- Individual- and Neighborhood-Level Predictors of HIV Care Continuum Progression: Clark County, Nevada.Open forum infectious diseases · 2025Article
- Development of an electronic health record-based Human Immunodeficiency Virus (HIV) risk prediction model for women, incorporating social determinants of health.BMC public health · 2025Article
- A novel fractal fractional mathematical model for HIV/AIDS transmission stability and sensitivity with numerical analysis.Scientific reports · 2025Article
- Mechanistic modeling of social conditions in disease-prediction simulations via copulas and probabilistic graphical models: HIV case study.Health care management science · 2025Article
- Incorporating social determinants of health into agent-based models of HIV transmission: methodological challenges and future directions.Frontiers in epidemiology · 2025Review
- [HIV mortality trends in Mexico, 2000-2022].Revista medica del Instituto Mexicano del Seguro Social · 2024Article
- Social Determinants of Health and US Health Care Expenditures by Insurer.JAMA network open · 2024Article
- Associations of County-Level Social Determinants of Health with COVID-19 Related Hospitalization Among People with HIV: A Retrospective Analysis of the U.S. National COVID Cohort Collaborative (N3C).AIDS and behavior · 2024Article
- Article
- A Geospatial Analysis of Social and Structural Determinants of Health and High HIV Prevalence in Alabama, USA.Journal of community health · 2024Article
- Incorporating social vulnerability in infectious disease mathematical modelling: a scoping review.BMC medicine · 2024Article
- Intersectional inequity in knowledge, attitude, and testing related to HIV in Ethiopia: People with multiple disadvantages are left behind.PLOS global public health · 2024Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
There is growing evidence for the key role of social determinants of health (SDOH) in understanding morbidity and mortality outcomes globally. Factors such as stigma, racism, poverty or access to health and social services represent complex constructs that affect population health via intricate relationships to individual characteristics, behaviors and disease prevention and treatment outcomes. Modeling the role of SDOH is both critically important and inherently complex. Here we describe different modeling approaches and their use in assessing the impact of SDOH on HIV/AIDS. The discussion is thematically divided into mechanistic models and statistical models, while recognizing the overlap between them. To illustrate mechanistic approaches, we use examples of compartmental models and agent-based models; to illustrate statistical approaches, we use regression and statistical causal models. We describe model structure, data sources required, and the scope of possible inferences, highlighting similarities and differences in formulation, implementation, and interpretation of different modeling approaches. We also indicate further needed research on representing and quantifying the effect of SDOH in the context of models for HIV and other health outcomes in recognition of the critical role of SDOH in achieving the goal of ending the HIV epidemic and improving overall population health.
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