A diverse sample in epidemiological research includes participants from various demographic backgrounds, such as age, gender, race, ethnicity, socio-economic status, and geographic location. Additionally, it accounts for different health conditions, lifestyle factors, and genetic backgrounds. This variety helps in understanding how different factors influence health outcomes and disease patterns.