Passive filter design refers to the process of creating circuits that selectively allow or block certain frequency ranges using passive components like resistors, capacitors, and inductors. These filters are crucial in various applications, such as audio processing and signal conditioning, as they help shape the frequency response of a system without requiring an external power source. This design approach emphasizes the selection of components that affect the filter's characteristics, such as cutoff frequency, roll-off rate, and impedance matching.