Dr. Rajat Chauhan emphasizes the importance of selecting running shoes based on comfort and fit rather than brand loyalty or price. Research indicates that cheaper running shoes can be just as effective, if not better, than costly options, and that brand changes can lead to injuries. He also discusses factors like gait analysis and shoe rotation to maintain running health.