Category Archives: Data

Interview of Bill Hunter: Statistical Variability and Interactions

Posted on July 25, 2022 by John Hunter

Interview of Bill Hunter on Statistical Variability and Interactions by Peter Scholtes, 1986: In this interview Bill Hunter describes how results are made up of the impact and interactions of many variables. Many of those variables we don’t know about … Continue reading →

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Interview of Bill Hunter, Brian Joiner and Peter Scholtes on Better Management Practices

Posted on October 26, 2021 by John Hunter

Interview with Bill Hunter, Brian Joiner and Peter Scholtes (listen to the interview) on a Public Affair, National Public Radio about improving management practices in the USA. The interview is over 30 years old now but the better management ideas … Continue reading →

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Factfulness – The Importance of Critical Thinking

Posted on June 4, 2019 by John Hunter

Factfulness by Hans Roling (of TED talks and Gapminder charts fame) is an exceptionally good book. It provides great insight into how to think more effectively and how to understand the reality of the world we live in (versus the … Continue reading →

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My Willing Worker Award

Posted on January 22, 2019 by John Hunter

Here is an image of the employee of the quarter award I received from Bill Scherkenbach. I have received other awards and I don’t think those awards were given with any more understanding of the contributions to results due to … Continue reading →

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Poorly Stratified Data Leads to Mistakes in Analysis

Posted on April 18, 2018 by John Hunter

Stratification can help provide insight into the nature of the real world situation. Determining what is a sensible conclusion to draw and what is not is aided by an understanding of statistics and expert knowledge of the situation the data is drawn from. Continue reading →

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Don’t Expect Short Quotes to Tell the Whole Story

Posted on July 25, 2017 by John Hunter

When people try to use a short quote as an accurate encapsulation of a management concept they will often be disappointed. It is obvious that Dr. Deming believed that organizations failed to use data effectively to improve needed to change … Continue reading →

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The Importance of Critical Thinking and Challenging Assumptions

Posted on July 12, 2017 by John Hunter

There are many factors that are important to effectively practice the management improvement ideas I have discussed in this blog for over a decade. One of the most important is a culture that encourages critical thinking as well as challenging … Continue reading →

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Technological Innovation and Management

Posted on June 7, 2017 by John Hunter

Technological innovation brings great opportunity for improving results and our quality of life. But transforming potential benefits into real results comes with many challenges. ASQ has asked their Influential Voices to explore the idea of the fourth industrial revolution: “this … Continue reading →

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All Data is Wrong, Some is Useful

Posted on September 22, 2015 by John Hunter

From my first blog post on this blog – Dangers of Forgetting the Proxy Nature of Data we often fail to explore whether changes in the numbers (which we call results) are representative of the “true results” of the system … Continue reading →

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Transforming a Management System – A Case Study From the Madison Wisconsin Police Department

Posted on March 10, 2015 by John Hunter

This post in an excerpt from The Quality Leadership Workbook for Police by Chief David Couper and Captain Sabine Lobitz (buy via Amazon). Transformational Steps A Case Study Madison, Wisconsin (1981-1993) Step 1: Educate and inform everyone in the organization … Continue reading →

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