There is a growing consensus among public health researchers that the complexities underlying population health and its distribution cannot be unraveled by the traditional epidemiological way of thinking and the associated methods alone. In order to obtain a more realistic assessment of how health at the level of the population as well as its distribution arises, a shift in research paradigm to complexity science is imperative.