•We identify specific locations where bicycle lanes could most effectively reduce crash rates.•Study models address the problem of unknown bicycle traffic flows.•Bicycle lanes reduced crash odds by 48% in streets with 4-exit intersections.•Bicycle lanes reduced crash odds by 40% in streets with 2-way stop intersections.•Bicycle lanes reduced crash odds by 43% in streets with high traffic volume.
Safety Science – Elsevier
Published: Mar 1, 2018
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