Tactics for operationalizing research in your newsroom

Many newsrooms invest valuable time and resources into audience research, only to have the final report sit unused on a digital shelf. 

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Hosted by Indiegraf, the webinar Keep That Research Off the Shelf: Tactics for Operationalizing Research in Your Newsroom tackled this pervasive challenge with featured speaker Ariel Zirulnick.

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Zirulnick—an entrepreneurial journalist and consultant who works at the intersection of editorial, audience, and product strategy—emphasized that conducting research is only half the battle. The real transformation happens when insights directly inform daily newsroom workflows, editorial priorities, and product design

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Here’s a breakdown of the key tactics shared during the webinar for turning research into actionable strategy that newsrooms can use. 

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Connecting research to organizational goals

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A common pitfall in journalism is conducting research reactively or out of routine without a clear link to core business strategy. Zirulnick warned against launching ad-hoc surveys simply because a team realizes mid-meeting that they lack an audience insight. Instead, effective research must originate from explicit business challenges.

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"I suggest that newsrooms think about what are our current business challenges, and what information are we missing about our audience that can help us solve those challenges," she says.

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To operationalize this, Zirulnick shared a four-part alignment framework:

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1. What is your business challenge or goal?: What specific organizational problem needs solving?
2. I wish we knew… : What audience knowledge will help answer that challenge?
3. Behaviors to understand: What specific actions, habits, or needs must be analyzed?
4. Target audience: Who specifically needs to be studied to fill this gap?

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Zirulnick illustrated this with the "Modes" framework developed at LAist, where the business challenge was achieving strategic differentiation by becoming Los Angeles's most useful newsroom. 

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By examining deeper motivations, LAist categorized audience needs into four modes: Discover (curiosity), Navigate (confusion), Connect (isolation), and Change (dissatisfaction). 

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To keep internal teams aligned, Zirulnick recommended maintaining a live research brief—a single source of truth detailing goals, background, methodology, and target audiences.

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Choosing where and how to apply insights

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Once research is completed, newsrooms must bridge the gap between insights and outputs. Operationalizing research requires evaluating three core operational buckets: Products, Processes, and Metrics.

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"Operationalizing audience research is fundamentally about changing the way that your newsroom produces something, and makes decisions about it,” says Zirulnick. “You have to figure out how do you open these processes up enough to bring these insights into them, and then how do you sort of lock them back down again so the newsroom can get back to that day-in and day-out process of producing the journalism at the quality that readers expect.."

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In this context, "products" refers broadly to any audience-facing output—including daily news stories, newsletters, voter guides, homepages, social media formats, or events. 

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To help non-product staff apply high-level insights into practical output, Zirulnick advocated using User Stories. User stories translate abstract data into structured statements: "When [situation], I want to [motivation], so that I can [expected outcome]." 

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For larger initiatives like launching a newsletter or membership tier, teams can build Value Proposition Statements to explicitly define how a product reduces pain points and delivers distinct benefits.

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Helping colleagues incorporate insights into decisions

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Research decks presented in staff meetings are quickly forgotten if workflow habits remain unchanged. Sustainable implementation requires embedding insights into the specific "scenes" where decisions naturally occur—such as pitch forms, daily editorial meetings, Slack discussions, and one-on-one editor check-ins.

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"We think about meetings as the places where decisions are made, and very often, meetings are just the places where you convey the decision that has already been made,” says Zirulnick. “If only one person understands the research and how to apply it, that knowledge can't scale across the organization."

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To empower journalists to make audience-centric choices independently, newsrooms need actionable decision documentation. At LAist, Zirulnick created the "Modes Menu," a step-by-step guide mapping daily CMS fields (headlines, framing, subheads, graphics, callout boxes) to the four audience modes. 

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Additional tactics include holding regular office hours, conducting lightweight internal listening tours to gather feedback on adoption barriers, and updating pitch forms with required audience-need fields.

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Measuring the impact of research

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Evaluating research success requires balancing both soft outcomes and hard outcomes. While hard outcomes measure long-term business performance (reach, revenue, membership conversions, and retention), soft outcomes assess internal culture change and organizational adoption.

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• Soft Outcomes (Leading Indicators): Track internal adoption, such as how frequently research terms are used in editorial meetings, attendance at office hours, and the percentage of published content explicitly designed to meet defined audience modes.
• Hard Outcomes (Lagging Indicators): Track audience lift, funnel conversion rates, subscriber retention, and financial return on investment over extended periods.

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Because lagging indicators take time to materialize, newsrooms should run small, targeted experiments. 

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For instance, LAist tested audience mode phrasing in website membership callout boxes. By comparing click-through rates and average donation sizes across standard copy versus mode-aligned messaging, the team gathered early leading signals that confirmed their direction before committing to broad strategy changes.