Key value stores are versatile in the types of data they can accommodate. They can handle structured data like patient records, semi-structured data such as JSON objects, and even unstructured data like free-text notes from healthcare providers. This flexibility makes them particularly well-suited for the multifaceted data needs of epidemiological research.