Incidence refers to the number of new cases of a disease or condition in a population during a specific time period, while prevalence indicates the total number of cases, both new and existing, at a particular point in time. Understanding both measures is crucial for assessing the burden of diseases, planning healthcare resources, and evaluating the effectiveness of interventions.