A simple interpretation of two stochastic processes subject to an independent death process

In this explanatory note, we interpret two known results for a death process and a birth process subject to an independent death process. The first example is the carrier-borne epidemic, while the second is the polymerisation chain reaction. The interpretations allow a more intuitive understanding of the resulting formulae for the probability generating functions of the processes.