Eigenvalues play a crucial role in the field of epidemiology, especially in understanding the dynamics of infectious diseases. They are used in the analysis of models such as the SIR (Susceptible-Infectious-Recovered) model to predict the spread of diseases and evaluate the stability of disease-free equilibria.