The decision matrix is a tool that helps evaluate multiple options based on weighted factors. It includes the options being considered, factors for evaluation, weights assigned to each factor by importance, and scores given to each option for each factor. The total score is calculated for each option by multiplying its scores by the corresponding factor weights and summing them. This provides an objective measure of each option to determine the best choice based on the considered factors and their relative importance.