Crowd-related incidents during festivals often stem from factors like narrow entry and exit points, inadequate lighting, sudden weather changes, and insufficient crowd management personnel. These conditions can lead to stampedes or other safety hazards, as seen in Kolkata's Durga Puja tragedy.