Validating HIV Viral Suppression Threshold Adjustments for Comparable Estimates Using Data From Nationally Representative Household Surveys in Sub-Saharan Africa

Olanrewaju Edun, Lucy Okell, Timothy M. Wolock, Eline L. Korenromp, Leigh F. Johnson, Jeffrey W. Imai-Eaton · 2026

Read Validating HIV Viral Suppression Threshold Adjustments for Comparable Estimates Using Data From Nationally Representative Household Surveys in Sub-Saharan Africa by Olanrewaju Edun, Lucy Okell, Timothy M. Wolock, Eline L. Korenromp, Leigh F. Johnson, Jeffrey W. Imai-Eaton (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/PMC13372362.txt.

Description

Edun and colleagues validated in 2026 the math used to make HIV viral suppression figures comparable across countries that count with different cutoffs. Global targets define suppression as a viral load at or below one thousand copies, but many programs report at lower thresholds, so an international model adjusts their figures upward. The formula had been fitted on clinic cohort data and checked in only a few settings, so the team tested it against nationally representative household surveys in sub-Saharan Africa.

Household surveys measure viral loads with one shared protocol, giving clean reference values at every cutoff for the same people. Against those references the team could judge whether the adjustment formula recovers the standard figure from lower-cutoff reports without bias. The study supplies the real-world check that global monitoring rests on, since skewed adjustments would distort country rankings and the tracking of the shared 95-95-95 treatment goals.

Catalog record

CREATOROlanrewaju Edun, Lucy Okell, Timothy M. Wolock, Eline L. Korenromp, Leigh F. Johnson, Jeffrey W. Imai-Eaton
YEAR2026
COLLECTIONPAPERS
FORMATTXT
FILE SIZE34 KB
LICENSEhttps://creativecommons.org/licenses/by/4.0
RIGHTSCC BY
SOURCEEurope PMC

Source: https://europepmc.org/article/MED/PMC13372362

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