Lane changing models are essential in traffic flow analysis as they simulate the decision-making process of drivers when changing lanes, influencing the overall traffic dynamics. These models consider factors like vehicle speed, surrounding traffic, and driver behavior to improve the accuracy of traffic predictions and enhance road safety strategies.