Despite the benefits, studying complexity in epidemiology presents several challenges. The sheer volume and diversity of data can be overwhelming, and distinguishing causation from correlation is often difficult. Moreover, ethical considerations arise when using personal data, and there can be issues related to data quality and interoperability.
