Tools used to study the exposome include wearable technology, mobile devices, and sensors to map exposures in addition to exposome association studies and longitudinal studies, which can aid in multifactorial analysis. Other common tools include biological sampling, omics technologies, and statistical methods, such as regression models, used in combination with machine learning.