The bottom-up approach involves collecting data from the smallest units of analysis, such as households or individual health records, and then aggregating this data to identify patterns and trends. This contrasts with top-down methods that start with national or regional data and work downwards. By focusing on local data, researchers can gain a more nuanced understanding of health dynamics.