Phylodynamic insights on the early spread of the COVID-19 pandemic and the efficacy of intervention measures

We performed phylodynamic analyses of all available SARS-CoV-2 genomes from the early phase of the COVID-19 pandemic—combined with a novel dataset on contemporary global air-travel volume—to assess the efficacy of public-health measures on viral geographic spread. Globally, viral dispersal rates are significantly correlated with air-travel volume, and widespread international air-travel bans imposed against China by early February coincide with a significant reduction in geographic viral spread. In North America, the efficacy of this travel ban was temporary, possibly due to the lack of both containment measures against other infected regions and domestic mitigation measures. By contrast, in China, domestic mitigation measures were correlated with a long-term reduction in viral spread, despite repeated international introductions. Our study supports a role for both targeted international containment and domestic mitigation measures as critical components of a more comprehensive public-health strategy to mitigate future outbreaks caused by the emergence of novel SARS-CoV-2 variants. One sentence summary Phylodynamic analyses reveal that variation in rates of early geographic spread of COVID-19 are correlated with intervention measures. ### Competing Interest Statement The authors have declared no competing interest.