Stock-flow models are analytical frameworks used to understand the relationship between stocks (quantities measured at a point in time) and flows (quantities measured over a period of time) within a system. They help illustrate how changes in flows can impact the level of stocks and are essential for effective decision-making in systems engineering, as they provide insights into how various elements interact over time.