Fig. 4: A possible future multiple integrated app?

In the current pandemic, while many apps were made to address specific public health challenges, it is now time to merge datasets and analyze multiple layers of data such as demographics, symptoms, testing, vaccination status, wearable sensor, genomic sequencing, geolocation, personal behavioral risk and environmental data to better inform pandemic strategy, individual risk and risk communication, to ultimately push adherence of impactful actions such as nonpharmaceutical interventions and vaccinations.