A Jacobian matrix is a matrix of all first-order partial derivatives of a vector-valued function. In the context of epidemiology, it is used to describe the local behavior of a system of differential equations that model the spread of diseases. The elements of the Jacobian matrix quantify how small changes in one variable affect other variables in the system.