Data accuracy in epidemiology refers to the degree to which collected data correctly reflects the true value or phenomenon being measured. It is critical for understanding disease patterns, informing public health decisions, and guiding policy. Accurate data ensures that the conclusions drawn from studies and surveillance systems are valid and can be relied upon to design effective interventions.