Kao et al. [22] defined an epidemiological network contact matrix M whose elements m i j are either 1 or 0, depending on whether an infectious contact between nodes i and j is possible. The spectral radius of M is an alternative approximation for R 0 , which can be calculated via a weighted version of (28) .