CYCLING SAFETY RESEARCH · Workflow idea

Explore reported incidents while preserving context and avoiding personal conclusions.

For an authorized safety or planning review, search publicly available bicycle incident reports and location summaries within a defined area and period. Check source coverage, dates, and duplicates; avoid identifying people involved; and treat mapped reports as incomplete observations rather than a complete measure of risk or a substitute for current route-safety guidance.

A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
A planner is reviewing bicycle incident patterns
Produces
A dated incident summary and map data with source context, limits, and reviewer status.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

A defined geography and period for an approved public-data analysis

“Review reported incidents and locations without exposing individuals or overstating coverage.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps planners explore public bicycle incident reports and mapped location data.

  1. Define the permitted area and time period

    Keep the search limited to the approved planning question.

  2. Retrieve relevant incident and location records

    Use only publicly available data needed for the review.

  3. Check dates, duplicates, and reporting gaps

    Make coverage limitations visible before comparing locations.

  4. Prepare a privacy-conscious pattern summary

    Avoid names and unnecessary detail about people involved.

  5. Approve conclusions with a safety reviewer

    Validate interpretation before using it in planning or public guidance.

03 / The result

Something useful.
Something to build on.

A dated incident summary and map data with source context, limits, and reviewer status.

AmbactiWorkflow folio · 5 steps

Review public cycling safety incidents

Reviews & approvals · Example outcome

The handoff

A dated incident summary and map data with source context, limits, and reviewer status.

Keep in mind

Incident reporting may be uneven, delayed, or incomplete, and location details can expose people involved. Use proportionate geographic detail, protect personal information, state data limitations, and do not use the summary as real-time route-safety advice.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Document permitted data sources and purpose

Check applicable terms and define the public-interest use.

Set geographic and retention limits

Use no more location detail or history than the review requires.

Record data coverage and reporting caveats

Keep date ranges, gaps, and duplicate handling with each summary.

Assign a qualified safety reviewer

Name who validates findings before they inform decisions.

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