In this episode of the Making Better Decisions podcast, Ryan Sullivan speaks with Jason Jones, the Chief Analytics and Data Science Officer at Health Catalyst. With nearly 30 years of healthcare data analytics experience, Jason offers valuable insights into the challenges and solutions for using data to make better decisions. He emphasizes the common pitfalls humans face when interpreting data and presents known methods to improve accuracy and consistency in decision-making. The discussion also covers the psychology of decision-making, the complexities of healthcare, and strategies for applying data-driven insights more effectively.
Key Takeaways:
- Embrace Human Limitations: Acknowledge that humans are not naturally adept at drawing accurate conclusions from data without assistance. Implement tools and frameworks that can help mitigate common interpretation errors.
- Adopt Statistical Process Control: Utilize statistical process control (SPC) charts to identify outliers and persistent changes in performance.
- Integrate Advanced Tools in BI Platforms: Embed advanced analytics techniques such as automated change point detection and forecasting into standard BI tools like Power BI, Tableau, and ClickSense to enhance data-driven decision-making.
- Create a Culture of Revisiting Decisions: Establish a process for regularly revisiting and evaluating strategic and policy decisions.
- Leverage Behavioral Economics: Use behavioral nudges to align people’s actions with their best interests. This can include simple tactics such as auto-enrollment for beneficial programs or highlighting social norms to encourage better compliance.
Quote of the Show:
- “As human beings, we will make predictable errors in interpretation and drawing conclusions. So that's thing one is we just need to know that; thing two is we can fix it.” - Jason Jones
Links:
Ways to Tune In:
Creators & Guests
Host
Producer
What is Making Better Decisions: Leaders in Data?
Dive into the dynamic world where data meets decision-making! Hosted by Ryan Sullivan, a seasoned analyst, this podcast is your go-to resource for understanding how organizations harness the potential of data to drive strategic decisions. Join us every Wednesday as we navigate the ever-evolving landscape of data-driven transformations, making every episode a journey toward smarter decisions and better outcomes. Making Better Decisions is proudly sponsored by Canopy Analytic, helping companies make better decisions using data.