Decision matrix analysis is a quantitative technique used in decision-making to compare and prioritise different options by evaluating them against chosen criteria. It involves creating a decision matrix that highlights the choices, criteria, and their assigned weights. This helps to identify the most suitable option by calculating the total scores for each choice.