How to run a Reproducibility & Quality Audit and turn findings into action

Running an audit is as much about focus and follow-up as it is about the questions you ask. This practical guide shows how to scope an audit, use the walk‑through form, score findings, and convert them into prioritized work that fits your team’s capacity.

1. Pick a scope that produces useful insight

Don't try to audit every project at once. Choose one representative project or workflow with active personnel and recent experiments. Examples: a common assay used by multiple teams, a data pipeline that feeds publications, or a high-value product development stream.

2. Assemble the right people

• One auditor or facilitator who leads the review (may be internal QA or a peer)
• The hands-on practitioner(s) who perform the protocol or analysis
• A data or code owner if the work includes computational steps
• A lab manager or operations lead if instruments and logistics are relevant

3. Run the interactive audit as a walk‑through

Use the interactive audit during the session. Ask to see the protocol files, version history, raw data, code repositories, and calibration logs. Look for evidence, not just claims. Capture links and short notes in the form so each answer is verifiable later.

4. Score and summarize

Use the provided risk/impact scale to create an overall reproducibility risk. Don’t over‑engineer the score — focus on consistency across audits so you can trend progress over time.

5. Prioritize using impact vs. effort

Move immediately to the Remediation Worksheet. For each top finding, estimate impact and effort (1–5). Prioritize high-impact, low-effort items first (quick wins), then plan a few medium-term projects for higher effort but higher impact fixes.

6. Assign owners and deadlines — keep remediation small and measurable

For each prioritized item, pick a clear owner, a target date, and a success criterion. Example: "Centralize protocol versions in [repository] by 2026-09-15; success = every active protocol has a single canonical version and change log."

7. Use a short cadence to follow up

Add remediation progress to your existing team huddle or create a monthly 30‑minute check-in. Track closed items, blockers, and any needed resources. Celebrate small wins to build momentum.

8. Common pitfalls and how to avoid them

• "Audit as blame" — Frame the audit as system improvement, not fault-finding. Focus on processes, not people.
• "Too broad" — Keep the initial scope small and repeatable so you can iterate quickly.
• "No follow-through" — Prioritization without owners and dates leads to shelfware. Always create a short, owned plan.
• "Over-documenting" — Avoid heavy templates that never get used. Aim for simple standards that reduce friction.

9. Next steps after remediation

Rerun the audit for the same project after you close major items to verify improvements. Use the KPI guidance in this resource to track reproducibility risk over time across multiple audits.

Running regular, focused audits and converting findings into prioritized, owned tasks is a practical route to higher quality and faster discovery. The tools in this resource are designed to make that process quick, repeatable, and evidence-driven.