Channel length modulation is a phenomenon in MOSFETs where the effective channel length decreases with an increase in drain-source voltage, leading to an increase in drain current beyond saturation. This effect can impact the performance of analog circuits by altering the device's output characteristics and reducing the gain of amplifiers.