Interpreting kinetic curves involves understanding the shape and slope of the curve. For instance, a straight line in a plot of concentration vs. time suggests a zero-order reaction, whereas a linear relationship in a plot of ln(concentration) vs. time indicates a first-order reaction. The initial slope of the curve often represents the initial reaction rate, which can be used to compare the efficiency of different catalysts.