A newsroom editor once said something that stuck with me: “Every problem becomes a trust problem eventually.”
A source pushes back on a story. A reader emails to accuse bias. A reporter hesitates to explain a decision publicly because it feels risky. The word trust shows up everywhere, often as shorthand for something that feels broken but hard to name.
This post looks at what trust actually means in journalism, drawing on new research that tracks how the concept has been defined, measured, and debated across countries and over time. The goal is not to add another abstract theory of trust, but to make the concept more usable for journalists who are being asked to earn it, explain it, and defend it every day.
Context for the moment
Public confidence in journalism is low, and the reporting on that reality is relentless. Pew and Gallup surveys show fewer people following the news closely and trust in news organizations near historic lows. Research echoes these sentiments time and time again. Younger audiences, in particular, are often described as disengaged or skeptical, even when they care deeply about the issues journalism covers.
Inside newsrooms, that erosion shows up in familiar ways. Journalists are increasingly being asked to justify their work. Transparency is encouraged, but not always supported. “Trust” becomes the word we use to describe audience behavior, professional anxiety, and institutional pressure simultaneously.
The problem is that we rarely stop to ask what we mean by trust in the first place.
Why it matters
How journalism defines trust shapes how it tries to rebuild it.
If trust is treated as a feeling, the response becomes branding and tone
If trust is treated as accuracy alone, the response becomes fact-checking and correction
If trust is treated as credibility, the response becomes authority and distance
This research I’m talking about in this post (Conceptualizations and Operationalizations of News Media Trust across Time and Borders: A Systematic Literature Review (1951–2025) by Liu et al.) suggests that none of those approaches are wrong, but all of them are incomplete on their own.
The core insight
Trust is not one thing.
Based on a large-scale review (Liu et al.) of how journalism scholars across countries have defined and measured news media trust over time, this research shows that trust is a bundle of expectations, judgments, and relationships. Different studies emphasize different dimensions, such as accuracy, fairness, transparency, independence, and public care.
The problem is not disagreement. The problem is that journalism often treats trust as singular, stable, and universally understood.
It is not.
What the research shows
Across decades of research and dozens of studies, Liu and colleagues work helped me think of a few patterns that stand out clearly for journalists to think about.
Trust is multidimensional. People do not simply trust or distrust journalism. They assess different parts of the work differently. A reader might believe journalists are accurate but politically biased, or fair but disconnected from their community.
Trust is contextual. What counts as trustworthy journalism varies by country, media system, political environment, and historical moment. The standards audiences use are shaped by where journalism operates.
Trust is relational. Many studies show that trust is influenced by whether audiences feel journalism understands them, represents them, and explains itself to them.
This research shows that trust is not just about outcomes. It is about process, expectations, and visibility.
What this research makes easier to see
This research helps clarify why trust conversations in newsrooms so often feel stuck.
First, declining trust does not always mean journalism is failing its standards. It can mean audiences do not recognize how those standards are being applied.
Second, transparency matters most when it explains reasoning, not just conclusions. Audiences respond more strongly to understanding how decisions were made than to being told those decisions were correct.
Third, trust erodes when journalism treats explanation as optional. When the process stays hidden, audiences fill in the gaps themselves, often with suspicion.
None of this lowers the bar for journalism; it raises it.
The newsroom connection
The decision this research speaks to is simple but consequential: how much of journalism’s thinking stays inside the newsroom, and how much becomes part of the work audiences see.
That decision shows up in everyday places:
How editors talk through framing with reporters
How sourcing choices are justified or left implicit
How corrections are framed as rigor or as failure
How journalists respond when audiences question motive, not just facts
Trust is shaped long before publication, but it is often assessed only after something goes wrong.
Thinking work
Trust is not only something audiences grant. It is something journalists actively manage through judgment.
That thinking work includes asking:
What does this audience need to understand about how we know this
Where might skepticism arise, and why
Which decisions need explanation, not just execution
What assumptions are we making about credibility
This is not performative transparency; it is reflective practice.
How journalists already use this
Most journalists already do trust-building work, even if they do not call it that.
They anticipate audience questions while reporting.
They justify sourcing decisions in edits.
They explain constraints to colleagues.
They revise language to avoid unnecessary certainty.
These are trust practices. They just rarely get named or protected as such.
How journalists can use this research
This research does not offer a single fix for trust. It offers clarity about where effort matters.
Newsrooms can:
Treat explanation as part of reporting, not an add-on
Make editorial reasoning visible in routine ways
Support journalists when transparency invites pushback
Stop treating trust as a branding problem and start treating it as a practice problem
Trust grows when audiences can see how journalism thinks, not just what it produces.
Bottom line
Journalism does not have a trust problem because audiences suddenly stopped caring about facts. It has a trust problem because the work of judgment, verification, and reasoning often stays invisible.
This research shows that trust is not something journalism can demand or message its way into. It is something built through clear standards, consistent explanation, and visible thinking.
That work is already happening. The challenge is making it legible.
To access the research article: https://journals.sagepub.com/doi/10.1177/00936502251393580
— PRJ
Thinking, Elsewhere
Times Insider dropped another exceptional piece of journalism recently about the behind-the-scenes reporting related to how they use data to understand health reporting, and in this case, first-time mothers. What I also enjoyed in this piece is Sarah Kliff’s emphasis: solutions. This work allows us to see past traditional storyforms and really think about not just the power of explaining our work, but also how much more powerful journalism can be when we put solutions at the center of our mission.
The second piece comes from my neck of the woods: WisconsinWatch. In this article, they focus on explaining their reporting and how they’ve worked on the solutions focus in the past year.
Both pieces represent a solutions journalism approach, which is why I was so grateful to have them flagged by the Solutions Journalism Network. Not only did it help me make my own process easier this week, but it also highlighted a theme of thinking elsewhere: solutions.