Statistical approaches for estimating vaccine effectiveness in a real world setting
Tarylee Reddy, Unit Director
Dept. of Biostatistics, South African Medical Research Council
Francie van Zijl Drive, Parowvallei, Cape Town; South Africa
Location: ZOOM
https://cesnet.zoom.us/j/92685451604?pwd=TUJzZTV0V1JXaXNLTlNVaWMvTS9Idz09
Meeting ID: 926 8545 1604
Passcode: 358199
Date: 16 March 2023
Time: 13:00 CET
Abstract:
Real-world effectiveness (RWE) studies are generally difficult to design, analyse and interpret due to their susceptibility to biases and methodological complexities. This is largely due to the lack of randomization in their design. In this presentation, the advantages and disadvantages of different designs will be discussed. A detailed case study of the Sisonke trial will be presented.
The Sisonke trial was a single-arm, open-label, phase 3B implementation study which was conducted in health-care workers across all regions of South Africa. This real-world effectiveness study was designed to assess the effectiveness of a single dose of the Ad26.COV2.S vaccine (Johnson & Johnson) against COVID-19 related hospitalization and death. The primary effectiveness analysis utilized the computationally intensive approach of simulating a clinical trial using a matched cohort design. This study involved three sets of analyses: two independent health insurance schemes and the Western Cape healthcare worker database. The statistical approaches for combining estimates, while accounting for the variability in observations and the matching process will be discussed. We also discuss current challenges in the evaluation of vaccine effectiveness including: assessing durability of vaccines, effectiveness of booster doses, the importance of sensitivity analysis and the availability of data.
Keywords:
Vaccine, effectiveness, COVID-19, matching, cohort, Poisson
References:
Bekker LG, Garrett N, Goga A, Fairall L, Reddy T, Yende-Zuma N, Kassanjee R, Collie S, Sanne I, Boulle A, Seocharan I. Effectiveness of the Ad26. COV2. S vaccine in health-care workers in South Africa (the Sisonke study): results from a single-arm, open-label, phase 3B, implementation study. The Lancet. 2022 Mar 19;399(10330):1141-53.
Teerawattananon Y, Anothaisintawee T, Pheerapanyawaranun C, Botwright S, Akksilp K, Sirichumroonwit N, Budtarad N, Isaranuwatchai W. A systematic review of methodological approaches for evaluating real-world effectiveness of COVID-19 vaccines: Advising resource-constrained settings. PLoS One. 2022 Jan 11;17(1):e0261930. doi: 10.1371/journal.pone.0261930. PMID: 35015761; PMCID: PMC8752025.
Evaluation of COVID-19 vaccine effectiveness. Geneva: World Health Organization; 2021 (Evaluation of COVID-19 vaccine effectiveness (who.int))