Traditional |
Human patients who present at healthcare services |
Hospitalized patients |
Laboratory diagnoses |
Pathogen genome sequencing |
Mortality estimation |
On-the-ground investigations, including active case finding and contact tracing |
Modern |
Detection of signals of public health events from unstructured textual online information, including social media channels |
Data from sectors not routinely included in public health surveillance, such as animal health, occupational health and police reports |
Community reporting of cases, deaths or events among humans or animals |
Geospatial, remote-sensing and mobile-phone mobility data |
Crowdsourcing open-source case-based data |
Wearables and the Internet of Things |