Constructing natural history models involves collecting and analyzing data from various sources, such as clinical studies, cohort studies, and population-based surveillance. Epidemiologists use this data to identify patterns and trends, which are then used to develop mathematical models. These models can be descriptive, using historical data to illustrate disease progression, or predictive, estimating future disease trends based on current information.