Diverse sampling in epidemiology refers to the strategic selection of study participants from a broad range of subgroups to ensure that the sample accurately reflects the entire population. This technique is crucial for enhancing the generalizability of study findings and minimizing selection bias. Diverse sampling can involve different demographics, geographic locations, socioeconomic statuses, and health conditions.