Could pedestrian crashes and their severity be estimated without using actual crash data?

Devising countermeasures for improving pedestrian safety, especially targeted measures for severe and non-severe crashes, is crucial for road authorities. However, such efforts predominantly rely on police-reported crash data, facing obvious and ethical issues and hindering proactive safety management.

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