The researchers developed a new model to predict travel times for high occupancy vehicle (HOV) lanes on freeways. They collected data from California highways and used statistical methods to create the model. By considering traffic flow and lane capacity, the model can accurately estimate speeds in HOV lanes. This model can be used for predicting speeds, assigning traffic, and other related tasks.