Table 1 Examples of traditional and modern approaches to pathogen surveillance

From: How better pandemic and epidemic intelligence will prepare the world for future threats

Approach

Surveillance technique

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