Improving data collection methods is crucial for accurate epidemiological analysis. This can be achieved through the use of advanced technologies like electronic health records (EHRs), mobile health applications, and real-time data analytics. Ensuring the standardization of data collection protocols across different regions and institutions also plays a vital role.