One of the well-known consequences of unobserved
heterogeneity in count data analysis is overdispersion which means that the variance
exceeds the mean. Other explanation is provided by Jong and Heller (2013) who termed the
overdispersion as extra-Poisson variation because this type of data displays far greater
variance than that predicted by the Poisson model.