In this study, the authors perform a meta-analysis of COVID-19 vaccine effectiveness studies and compare observed protection against severe disease with model-based estimates of neutralising antibody titres. Their results show that SARS-CoV-2 antibody titres are predictive of protection against severe COVID-19 disease.