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Addressing the Impact of the COVID-19 Pandemic on Survival Outcomes in Randomized Phase III Oncology Trials
- Source :
- Journal of Data Science. :1-18
- Publication Year :
- 2022
- Publisher :
- School of Statistics, Renmin University of China, 2022.
-
Abstract
- We assessed the impact of the coronavirus disease 2019 (COVID-19) pandemic on the statistical analysis of time-to-event outcomes in late-phase oncology trials. Using a simulated case study that mimics a Phase III ongoing trial during the pandemic, we evaluated the impact of COVID-19-related deaths, time off-treatment and missed clinical visits due to the pandemic, on overall survival and/or progression-free survival in terms of test size (also referred to as Type 1 error rate or alpha level), power, and hazard ratio (HR) estimates. We found that COVID-19-related deaths would impact both size and power, and lead to biased HR estimates; the impact would be more severe if there was an imbalance in COVID-19-related deaths between the study arms. Approaches censoring COVID-19-related deaths may mitigate the impact on power and HR estimation, especially if study data cut-off was extended to recover censoring-related event loss. The impact of COVID-19-related time off-treatment would be modest for power, and moderate for size and HR estimation. Different rules of censoring cancer progression times result in a slight difference in the power for the analysis of progression-free survival. The simulations provided valuable information for determining whether clinical-trial modifications should be required for ongoing trials during the COVID-19 pandemic.
- Subjects :
- General Earth and Planetary Sciences
General Environmental Science
Subjects
Details
- ISSN :
- 16838602 and 1680743X
- Database :
- OpenAIRE
- Journal :
- Journal of Data Science
- Accession number :
- edsair.doi...........f68d1e51b7c7b18772990f366b066d15
- Full Text :
- https://doi.org/10.6339/22-jds1079