How do I ensure my fact-checking workflow with research databases is compliant when using cited sources and editorial review?

To keep a fact-checking workflow compliant when using research databases, cited sources, and editorial review, focus on four areas: rights, accuracy, traceability, and process controls.

1) Know the database and source-license terms

• Check the terms of service for each research database.
• Confirm whether you can:
  • Quote text and for how much
  • Redistribute excerpts or PDFs
  • Use content internally only vs. publish it
  • Store or archive retrieved documents
• Some databases allow reading and citation but restrict copying, scraping, bulk export, or republication.

2) Use citations that match the original material

• Cite the original source, not just the database record, whenever possible.
• Include enough bibliographic detail to make the source traceable:
  • author
  • title
  • publication date
  • publisher/journal
  • page number or section
  • DOI/URL if applicable
• If you rely on a database abstract or metadata, verify it against the underlying source when possible.

3) Maintain a clear audit trail

• Keep a research log showing:
  • what was checked
  • where it was found
  • when it was accessed
  • what exact passage or data point supports the claim
  • who reviewed it
• Save screenshots, PDFs, or notes only if your licensing and retention rules allow it.
• Version-control your drafts so editors can see what changed and why.

4) Separate research, drafting, and editorial judgment

• The fact-checker should verify claims against authoritative sources.
• The editor should review:
  • whether the citation actually supports the claim
  • whether language is fair and non-misleading
  • whether legal or ethical issues arise from quoting or paraphrasing
• Require a second review for sensitive claims, especially:
  • legal
  • medical
  • financial
  • personal-defamation-related statements

5) Use quotations and paraphrases carefully

• Quote only what is necessary.
• Don’t alter meaning with partial quotes or selective omission.
• Paraphrase accurately and keep the original context.
• If you use AI-assisted summaries, verify them against the source before publication.

6) Build a source-quality hierarchy

Prefer:

1. primary sources
2. official records/data
3. peer-reviewed or reputable secondary sources
4. database summaries only as a starting point

For contentious claims, use at least one primary or official source.

7) Add compliance checkpoints to the workflow

A simple compliant workflow could be:

1. claim intake
2. source search
3. source verification
4. citation capture
5. editor review
6. legal/standards review if needed
7. publication approval
8. archive of what was relied upon

8) Train staff on policy and copyright basics

Make sure everyone knows:

• what counts as acceptable quoting
• when permission is needed
• how to handle confidential or paywalled material
• how to avoid plagiarism and misattribution

9) When in doubt, escalate

If a source is:

• licensed with restrictions
• confidential
• potentially defamatory
• heavily quoted
• from a database with unclear rights

then consult legal counsel or your compliance team before publication.

Practical checklist

Before publishing, ask:

• Did I verify the claim against an authoritative source?
• Am I allowed to use and reproduce this material?
• Does my citation accurately identify the source?
• Is the quote/context faithful?
• Is there an audit trail?
• Has editorial review confirmed the support for the claim?

If you want, I can turn this into a one-page compliance checklist or a step-by-step SOP for fact-checking teams.