Elevator accidents can occur due to various reasons, including mechanical failures, improper maintenance, or user error. Risks include stepping into an empty shaft, getting trapped between doors, or being struck by a descending elevator car. Awareness of these risks can help users stay vigilant and avoid dangerous situations.