Mobile apps facilitate the collection of epidemiological data by providing a platform for users to report symptoms, track their health status, and participate in surveys. This data can be collected in real-time and at a large scale, enhancing the accuracy and timeliness of epidemiological studies. For instance, apps like Flu Near You allow individuals to report flu symptoms, which helps in understanding the spread of influenza.