First-order kinetics describes a type of chemical reaction rate that is directly proportional to the concentration of one reactant. This means that as the concentration of that reactant decreases, the rate of the reaction also decreases at a constant ratio. In the context of half-life and radioactive decay, first-order kinetics is crucial because the half-life remains constant regardless of the amount of substance present, leading to predictable decay patterns.