Mixed

Large-scale prospective cohort studies with repeated dietary assessments and biospecimen collection provide high-validity evidence for associations between lifestyle factors (diet, physical activity, obesity) and cancer incidence/mortality, superior to early cohorts limited by single-time exposure assessment.

To accurately study how diet and lifestyle affect long-term health outcomes like cancer, researchers need large groups of people tracked over many years with updated information, rather than just a one-time survey.