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DATA SANITY: A Quantum Leap to Unprecedented Results

What they’re saying about Davis…

"Thank you for helping me get up to speed, very quickly."

"The best program I saw at the IHI this year -- I changed my program to go to the next minicourse because of all that I learned -- and am glad I did it. He also sent follow up materials to me and others who wanted to learn more. This afternoon, I taught my highschool kids who want to be engineers, the same concepts. Thank you, IHI !!"

"Fabulously informative and entertaining to boot."

"Need to have more lectures by this person. Would be helpful to have him do specific lectures for agencies such as IHS etc. Excellent, informative lecture with lots of practical tools. I could have listened longer."

"The instructor was excellent. I can't believe he made a very challenging topic interesting."

Custom-Tailored Seminars / Coaching

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After discussing the needs of your organization with you, I will suggest possible structures for a seminar or ongoing consultation.

Objectives:

  1. To create a common language based in “process” that will complement any current improvement efforts whether applied to administrative or clinical processes
  2. To align the organization, using some concepts of “balanced scorecard,” to achieving key goals based in current vision and strategy.
  3. To liberate time for these vital tasks through data sanity.
  4. See the need to understand the two types of variation in everyday work and how to deal with them appropriately.
    1. Introduce the concept of common cause strategies as a means to manage and eliminate everyday work problems.
  5. Get a roomful of people to agree on relatively complicated data analyses within minutes.
    1. Demonstrate a powerful, simple-to-use Excel macro that creates the needed charts and analyses.

 

An initial 2-hour session including executives will introduce the concept of “data sanity” through a lens of statistical thinking. I demonstrate that the most common data analyses and displays (data tables, bar graphs, trend lines, quartile rankings, and comparison to arbitrary goals and standards with “traffic light” systems and variance reports), although well-meaning, generally waste hours of precious executive and middle management meeting time, and result in non-value added work for the front line.

I will present elegantly simple—and initially counter-intuitive—alternatives that can create deeper, more productive conversations about data issues, especially the use of common cause strategies to solve underlying, lingering everyday problems.

Together we will establish the following skills in the organization:

  • Thinking in terms of processes—the most profound change in thinking of the seminar—and automatically blame processes, not people, when things go wrong,
  • Identifying unnecessary complexity and waste in current work processes that result in costs, but no added value, to customers,
  • Focusing job (and organization) improvement activity using the Pareto Principle (the startling realization the 80% of job “heartburn” is due to only 20% of work processes.
  • Designing and using simple, efficient data collections to improve the effectiveness of processes, i.e., reduce inappropriate and unintended variation to make them more predictable,
  • Communicating with a common language to depersonalize problems, break down current barriers between departments, and unify organizational quality efforts.
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