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Episode 5

Beyond Gut Feelings: Derek Ryan's Data Strategy for Evidence-Based Policy

32 min

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About This Episode

Derek Ryan delivers a masterclass in leveraging data for strategic success, from data hygiene best practices to AI-powered analysis.

Show Notes

Episode Description

Derek Ryan, founder of Ryan Data and Research and a leading authority on Texas voter data, offers a masterclass in leveraging data for strategic success. In this episode, he delivers essential, hard-won advice for agency heads and organizational leaders: from establishing data hygiene best practices to ensuring discretion and transparency in public data systems. Learn how to overcome the universal trap of making emotional decisions with data, how AI will streamline analysis across millions of records, and how to reallocate resources effectively by focusing on the ultimate question of "Why".

Key Takeaways

Overcome the Gut Feeling: The number one mistake in evidence-based policy is prioritizing an emotional "gut feeling" over the objective data.

Strategic Allocation: Agencies have an untapped opportunity to use their internal data to geographically analyze caseloads and optimize resource allocation across the state, rather than guessing where demand is highest.

The AI Advantage: Artificial Intelligence is expected to dramatically streamline data usage by writing complex queries in seconds and finding unique trends that human eyes would miss across large datasets like the 18 million registered voters in Texas.

Prepare for Failure: In an era of cloud dependency, state agencies must maintain redundant backup methods (e.g., local drives, external hard drives, and multiple cloud servers) to ensure continuity during system outages or cyberattacks.

Measure Outcomes, Not Just Effort: To prove policy implementation success, leaders must set concrete, numerical goals and milestones at the beginning of a program, using data to show legislative committees what worked—and what didn't.

Featured Guest

  • Derek Ryan - Founder, Ryan Data and Research. Texas data and research expert known for his deep knowledge of the Texas voter file and election analysis.

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