Counterfactual Groups to Assess Vaccine or Treatment Efficacy in HIV Prevention Trials in High-Risk Populations in Uganda

PSM can be used to create counterfactual groups from other data sources. The best counterfactual group for assessing treatment effect is provided by data collected in the placebo arm of previous trials followed by that from observational data collected concurrently to the current trial (SiVET). Even with PSM, observational data collected prior to the current trial may overestimate treatment effect.

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Publication Details

Journal
Vaccines
Published
2025-08-08
DOI
https://doi.org/10.3390/vaccines13080844
Primary Topic
HIV/AIDS Research and Interventions
Type
article
Field-Weighted Citation Impact
0.00

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article

Counterfactual Groups to Assess Vaccine or Treatment Efficacy in HIV Prevention Trials in High-Risk Populations in Uganda

Pontiano Kaleebu, Yunia Mayanja, Andrew Abaasa, Eugene Ruzagira et al.
Vaccines
HIV/AIDS Research and Interventions
article

Counterfactual Groups to Assess Vaccine or Treatment Efficacy in HIV Prevention Trials in High-Risk Populations in Uganda

Pontiano Kaleebu, Yunia Mayanja, Andrew Abaasa, Eugene Ruzagira, Sylvia Kusemererwa, Zacchaeus Anywaine
article en

Abstract

PSM can be used to create counterfactual groups from other data sources. The best counterfactual group for assessing treatment effect is provided by data collected in the placebo arm of previous trials followed by that from observational data collected concurrently to the current trial (SiVET). Even with PSM, observational data collected prior to the current trial may overestimate treatment effect.

VaccinesVol. 13(8)
University of London (GB), London School of Hygiene & Tropical Medicine (GB), Uganda Virus Research Institute (UG)
International AIDS Vaccine Initiative, U.S. President’s Emergency Plan for AIDS Relief, European and Developing Countries Clinical Trials Partnership
Good health and well-being
Openalex Percentile: Top 75%
HIV/AIDS Research and Interventions
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