Age-specific data is typically collected through various methods, including surveys, health records, and disease registries. These data sources often stratify information by age groups, such as infants (0-1 years), children (2-12 years), adolescents (13-18 years), adults (19-64 years), and elderly (65+ years). This stratified data is then analyzed to identify age-related trends and disparities.