In an era of skepticism, one of the most effective ways to build trust is also one of the simplest: show your work.
At AP, this has meant rethinking traditional publishing models. Instead of holding data until publication, teams increasingly share it with partners in advance.
For a major investigation into chronic absenteeism, AP distributed data to dozens of newsrooms under embargo. Reporters were invited to question the methodology, test the findings and localize the story.
The result was coordinated national coverage that elevated the issue into a major policy conversation.
“The fact-checking on collaborative projects makes a huge difference,” said Cheryl Phillips of Stanford’s Big Local News. In one multi-newsroom investigation, this approach contributed to Pulitzer Prize–winning work.
Transparency also extends to audiences. Sharing methodology, limitations and source data helps readers understand not just what was found, but how.
Tools like Stanford’s DataTalk go further, allowing users to see the underlying code and data sources behind answers. This level of openness builds confidence in both the reporting and the process behind it.
Actionable takeaways for newsrooms
- Share data with trusted partners before publication to strengthen verification.
- Be explicit about limitations and methodology in published work.
- Provide access to source material wherever possible.
Questions for leaders
- Are we prioritizing speed over verification, or building processes that support both?
- How transparent are we with our audiences about how our data stories are produced?
