Aerial Coverage
To harmonize requirements across the supply chain for the management of the Department of Defense aviation CSIs, a standards publication group has reconciled final industry comments and is preparing to publish a new aviation, space and defense standard....
What's on the Horizon
As an industry evolves, so, too, do the standards and regulations that govern it. The aviation industry has seen several changes made recently, and more are on the way....

Building a Consensus
A new tool, the consensus chart, can drive improvement activities identified during the development or operation of a quality system process....
3.4 per Million: Digging the Holistic Approach
Few will argue we live in a dynamic world where change is accelerating. What often goes unnoticed is that along with this rapid change, there is the opportunity and the need to improve....
Statistics Roundtable: A Remedy Using Residuals
It is common in industrial processes for input variables to be closely associated with output variables. You may frequently encounter two process variables tied together. For example, consider temperature and pressure....

Tune Up
Six Sigma has many meanings. In its simplest context, Six Sigma can be defined statistically as the attempt to achieve near-perfection by having no more than 3.4 errors per million opportunities, or being 99.997% correct (or defect-free)....
Expert Answers: September 2009
Accountability ... defining cost reduction ... honing in on confidence intervals....
Expert Answers: August 2009
Deciding on a survey strategy ... Gauging the maturity of your quality management system....
Get Your Checkup
For nearly 20 years, lean and Six Sigma improvement initiatives have been in the quality spotlight, helping thousands of organizations in the United States and elsewhere. But, are hospitals truly embracing the lean and Six Sigma movement?...
It Doesn't Add Up
Bewildered economists offer many theories as to what ultimately led to today’s financial woes. Analysts attempt to untangle how so many factors and variables—banks, mortgages and government oversight—contributed to the mess....
Statistics Roundtable: Player Rankings
The coefficient of variation, sometimes called the relative standard deviation, is often used to assess the quality of an assay, the diversity in organizations or as a benchmark for ranking....
Standards Outlook: Revised AS&D Standards Take Flight
The International Aerospace Quality Group has released the IAQG 9100:2009 aviation, space and defense standards in all three of its sectors....
Expert Answers: June 2009
Auditing management systems ... ISO 9001 trouble ... Crunching the numbers for product specifications....

Career Corner: Are You Recession Proofed?
An observation I have made over the years is that organizations seem to make cuts in two specific areas when economic times are tough. The first department cut is safety, and the second is quality....
Pyramid Power
The next evolutionary step for Six Sigma could be a method called 6TOC (pronounced “six-tock”) that combines principles of lean Six Sigma with the theory of constraints....
Riding the Storm Out
Virtually everyone and every organization has been touched in some way by today’s turbulent economy. Smaller budgets, unexpected layoffs and workplace shake-ups have become commonplace....
3.4 per Million: It’s a Marathon, Not a Sprint
Six Sigma practitioners like their successes swift, large and final. Nature and circumstance, however, are rarely that kind. Normally, success is secured one step at a time....
Expert Answers: May 2009
Design deviation ... Choosing your chart ... Studying sigma shift...
Measure for Measure: Balanced Budget
In a previous edition of this column, I discussed Type-A and Type-B contributors of measurement uncertainty and what goes into a measurement budget. In this installment, I will outline a process for building that budget....

Back to Basics: Sample Wise
Selecting the correct sample size is often the most difficult aspect of any project. Rules of thumb are important because they promote discussion that facilitates the selection of a more optimum sample size....

Can Do
Executing a food-systems audit brings with it a series of specific issues to consider. When performing an audit in a country that is not their own, however, auditors face additional challenges. With proper planning, those challenges can be overcome....
Statistics Roundtable: Grab the Brass Ring
Remember going to the amusement park and riding the carousel or merry-go-round? During the ride, there was sometimes a brass ring you could grab from a dispenser.It took some dexterity to snatch the ring from the dispenser as the carousel rotated....
Online Figures Jing
QP 2 Pure bonding / online Figure 5 Part one Part one Part two Part two Left distance Right distance Step one Step two Heat DMAIC Mind- set / online Figure 4 30- 50 10- 15 4- 8 KPIVs 8- 10 KPIVs Critical KPIVs 3- 6 Key leverage KPIVs Inputs variables Mea...
Know Thyself
There are two schools of thought when it comes to improvement: project-centric improvement and culture-centric improvement. Traditional thought says these approaches have their separate places. But PCI and CCI are inextricably linked....
Statistics Roundtable: A Correlation Encounter
In a recent visit to the control room for a processing unit, a new process engineer asks the question: “Why doesn’t the correlation between the two process variables, x1 and x2, match the correlation as suggested by the theory?”...
3.4 per Million: Smart Talk
When you examine the success of Six Sigma at Motorola, one characteristic that is frequently listed as a critical success factor is the common language it created. That attribute meanders its way into all types of Six Sigma conversations....
Standards Outlook: Dynamic Duo
Lean and Six Sigma are two methods aimed at improving the quality of an organization’s operations and its financial results. Both concentrate on customer satisfaction and improved business performance....

Career Corner: Make Your Own Luck
A colleague mentioned that he thought of me as the most successful person he knew and asked for advice. Ironically, I don’t ever feel successful and am always trying to improve, but I told my friend I was probably just lucky....
Off the Ground
None of the 4,000 fasteners that were hand drilled into the fuselage of any C-17 cargo plane was misaligned or had gone missing. For years, Boeing has been building these top-notch planes. It just wanted to build them better....
Statistics Roundtable: Predicting Success
Considering that a phase three efficacy clinical trial for a potential new product could cost nearly $100 million, spending time in simulation activities before fully committing to developing a new product has proven to be worthwhile for more companies....
Expert Answers: February 2009
Executives hear money talk ... Customer feedback: What works best?...

One Good Idea: Chart Smart
One of the greatest challenges with consumer data is to make sense of it. A particularly useful way to summarize consumer call-in information is the control chart, which can transform data into a time-series graph, along with an estimate of noise....
Driven to Succeed
Strategic planning is an important element in quality management, as evidenced by the Malcolm Baldrige National Quality Award criteria. A strategic plan is the aim of an organization that helps to reduce variation related to possible strategic outcomes....
A Simple Plan
For more than 100 years, U.S. manufacturers have advanced equipment and manufacturing technologies to constantly monitor progress and drive process improvement....
Statistics Roundtable: Care and Feeding of Checkweighers
Many years ago, during a tour of a production facility where packages of customer goods were being filled, a statistician colleague and I stood transfixed by an end-of-line checkweigher....
Contacts That Count
A team dedicated to improving member contact rates at Healthways Inc. pulled just about everything from its lean Six Sigma toolbox while working on a project and was recognized in ASQ’s International Team Excellence Award competition....

Building From the Basics
Quality control is about models, methods, measuring and managing. It’s about uncovering a problem and finding the solution. It’s about using the right techniques at the right time to make things better....
Calculated Decision
When suppliers create control charts and run capability analyses, they assume their data follow a normal distribution. However, the natural distribution of these quality characteristics—and hundreds more like them—is not the normal distribution....

Back to Basics: Improve a Nonconforming System
When we think of nonconforming material, we think about scrapped and reworked material or products that directly cut into a company’s bottom line. But a closer look shows that a nonconforming material system can provide a wealth of information....
Quality in the First Person: From Class to Career
“Stauffer, on Monday morning, you will either be in that total quality leadership (TQL) class, or in front of the captain, explaining why you were not there!” With these words, my division officer inadvertently put my life on a different course....
A DMAIC Makeover
Define, measure, Analyze, improve and control (DMAIC) is the common roadmap for Six Sigma projects. But there are potential weaknesses in this roadmap that could be addressed with a simple, proven adjustment to DMAIC....
Statistics Roundtable: Make Data Matter
Is data analysis an art or a science? Arguments exist for both sides, and many people simply come down in the middle: it’s both....

Total Quality, Total Commitment
An innovative approach to quality helped A.V. Feigenbaum create the concept of total quality management. Indeed, Feigenbaum’s quality contributions have been praised by U.S. business leaders and quality professionals around the globe. Armand V. Feigenbaum...
Expert Answers: November 2008
Workplace recognition ... Choosing the right chart.
In your particular case, your production run rate is 30 pieces per hour, so you have a variety of charts available to you, including attribute charts. PPAP provides flexibility in how much documentation must be submitted to the customer as evidence the PP...
On the Same Page
Memorial Hermann’s first priority has always been to deliver quality healthcare (see sidebar, "About Memorial Hermann"). Every hospital in the Memorial Hermann system also has developed self-directed Medicare action plans. For hospital systems like Memori...

Online Sidebars Sanders
Increasing movement from quality of product to quality of management and the organization. The systems approaches the quality profession has evolved through ISO 9000 and other management system standards will be valued by organizations looking to bring qu...

What's Up?
Study participants outlined the forces, four scenarios in which they might play out, and the implications to quality, organizations and the profession. Study participants were asked to envision the implications of the key forces and scenarios for quality ...
Statistics Roundtable: More is Not Always Better
All other things being equal, if offered a choice between small or large sample sizes, the larger sample size is preferred. Or is it?...
3.4 per Million: Putting It All Together
For companies that have been asking themselves how to achieve even more improvement, the answer lies in developing a comprehensive process management system that integrates three critical components....

One Good Idea: Get Specific
Quality control or quality assurance personnel will typically be responsible for determining whether a lot of product conforms to specifications. Answering a few key questions is the first step toward the elimination of nonvalue-added product testing....

Futures Study
Forces of Change From All ASQ Futures Studies Table 1 1996 1999 2002 2005 2008 Changing values Partnering Quality must deliver bottom- line results Globalization Globalization Globalization Learning systems Management systems will increasingly absorb the...
Newer Better Faster
The Small Business Administration has indicated that the majority of innovations are consistent with the continuous improvement commonly used in the define, measure, analyze, improve and control (DMAIC) Six Sigma method....
Standards Outlook: Down With Silos
Businesses today have multiple management systems, including financial, quality and environmental. Unfortunately, these management systems usually do not talk to one another....
Starting From Scratch
Graduate students studying quality developed the Quality Systems Development Roadmap to help organizations do this, using application templates from the Lean Six Sigma Quality Transformation Toolkit. However, new companies, organizations without an enterp...

Bright Idea
There is an opportunity to apply statistical process control where it can have an impact on our daily lives by providing warning signs of pending outages, signal waste and process problems in the world’s largest machine: the North American power system....
A Dose of DMAIC
Ruby hospital, a multispecialty for-profit facility in Calcutta, India, was the first in Eastern India to embrace ISO 9001 and is the only one in the country to have successfully deployed a Six Sigma improvement program....

One Good Idea: Find the Answers You Seek
Incidental differences—those with no impact on the component's performance—are often resolved by modifying the product print to match the samples. Microsoft Excel has a powerful tool called "Goal Seek" that makes this resolution a breeze....
Blurred Vision
Many quality professionals have noticed that business leaders still consider quality and business improvement to be separate topics. While this isn’t the case everywhere, it appears to have become more common....
Expert Answers: July 2008
The sigma 1.5 shift ... ISO's origins....
Standards Outlook: Ready for Takeoff
The International Aerospace Quality Group (IAQG) is putting finishing touches on the next revision of AS9100, the quality management system (QMS) standard for the aviation, space and defense (AS&D) industries....
Far-Sighted
In the first year nonprofit organizations could apply for the honor, Coral Springs became the first local government to take home a Baldrige award by proving it didn't emphasize the present at the expense of the future....
Expert Answers: June 2008
Calculating DPMO ... Origins of sampling plan....
Statistics Roundtable: The Reality of Residual Analysis
In the world of statistics textbooks, independent random samples of size 30 from a normal distribution are a dime a dozen—the norm rather than the exception....
Expert Answers: May 2008
Government and cost of quality ... Understanding the slack factor....
Statistics Roundtable: In With the Right Crowd
First, the good news: The importance of statistics related to the way the world does business has never been greater. Now, the bad news: The statistician and quality professional might become the proverbial middle man who gets cut out by these advances....
Standards Outlook: Hazardous to Your Health
One hospital chain in my area has a snappy ad saying your selection of a hospital could be the most important choice you will ever make. This might be true—going into the hospital these days can be hazardous to your health....
Statistics Roundtable: It Depends
A Shewhart chart is an excellent tool for detecting abrupt process changes. One of its additional properties is its ability to detect small process changes through the use of run rules....
Statistics Roundtable: More is Better
Central to the core goals of Six Sigma and other quality improvement initiatives is the idea that reducing variation in processes is a vital part of successfully enhancing customer satisfaction and bottom-line results....
Standards Outlook: How to Manage Risk in a Global Economy
The global economy has provided opportunities that didn’t exist just 10 years ago. But the flattening of the Earth via the internet and extensive outsourcing to countries such as China and Mexico have also presented organizations with many risks....
A Gold Medal Solution
By using quality tools, a team from Boeing came up with solutions that eliminated the unsafe conditions that occurred during installation of the details in aircrafts' tailcones....
The Remedy for a Data Dilemma
In 1994, Bellin Health volunteered for a pilot assessment managed jointly by the Baldrige National Quality Program and the Joint Commission. This assessment helped Bellin focus on developing an integrated measurement system....
Expert Answers: January 2008
Soft dollars and the bottom line ... Process maps: Where do you end?...
Standards Outlook: Product vs. System Quality
We live in an era in which complex and technologically advanced products are produced on a regular basis. Little concern is given to the engineering and advanced process capabilities that are required to produce them....

QMS Certification: Down With Disillusionment
Conformity assessment and international standards that cover products and quality and environmental management systems provide mechanisms to ensure the quality of goods and services, but a recent survey reveals that the various certification bodies...
Quality in the First Person: Quality Principles and Alzheimer's
The author, a volunteer advocate with the Alzheimer's Association, shares how quality tools, such as failure mode effects analysis, can be used when caring for someone suffering from Alzheimer's disease....
Statistics Roundtable: Back to the Future
Now more than ever, we need to use the kind of critical thinking and deeper process knowledge that predates the explosion of technology and software. By identifying and applying key aspects of the data mining process and then using them in novel...
Exercise a Process Improvement Approach for Your Own Personal Wellness
The human body can be viewed as a system of processes in which the output of one process is an input to another. One quality practitioner applied the concepts of systems thinking, process thinking and process management to improve his own health,...
Standards Outlook: Auto Industry Drives to Improve Healthcare
The U.S. auto industry has been challenged by its need to compete in a global marketplace while burdened by healthcare expenses for workers and retirees....
Turbocharge Your Preventive Action System
A layered process audit (LPA) is an ongoing chain of simple verification checks to make sure a defined process is followed correctly. This powerful management tool can improve safety, quality and cost savings by amplifying problem solving systems and...

Achieve Compliance Through CI
Using Six Sigma tools for continuous improvement (CI) is a proven method for meeting or exceeding FDA requirements for medical devices. Optical Integrity Inc., a manufacturer of medical devices, used the Six Sigma define, measure, analyze, improve...
3.4 per Million: Use DMAIC to Make Improvement Part of the Way We Work
Faster, better, cheaper. That’s what organizations across almost all major industries must now do to remain competitive....
Statistics Roundtable: Detecting Dependent Observations in Multivariate Statistical Process Control
Since we must consider many variables at the same time when monitoring a multivariate process, detection of data dependencies between and among the observation vectors is not straightforward. The test procedures that exist for checking for the...
Statistics Roundtable: It's Not Always What You Say, But How You Say It
The Youden plot has proven extremely useful in the analysis and interpretation of data generated by interlaboratory studies. It’s always easy to understand and motivates others to take action if...
Benchmarking in Hospitals: More Than a Scorecard
The term “benchmarking” as mentioned in hospital quality literature is not true benchmarking, but simply a comparison of outcome measures with industry averages. Benchmarking is an improvement process that measures an organization’s performance...

10 Quality Basics
In an overview designed to give quality newcomers a glimpse of the knowledge they need to succeed, ten regular Quality Progress contributors write on 10 basic quality topics that are fundamentals essential to surviving in a quality role. Topics covered...

One Good Idea: Indirect Measurement--Exchanging Certainty for Dividends
The indirect route is often the best way to go. Direct measurement applies a standard directly to a characteristic to measure it....
Quality Glossary
Five years after it published its first glossary of quality terms, ASQ has revised that glossary with updated definitions and new entries, many from the lean glossary published in 2005. This reference of terms, acronyms, and prominent figures in the...
The Quality Diet: Building a Healthy Business
Quality is not always an easy sell. As a result, the challenges facing a quality professional trying to help a company are a lot like those facing a dietitian trying to help a client succeed with a diet. Quality professionals could even be called...
Quantifying Machinery Availability Loss
Possibly the most misunderstood and abused metric in performance based manufacturing is machine availability. When examining quality, performance, costs, and cycle time improvements, it is assumed that any performance metrics take into account a...
Standards Outlook: Six Lessons Learned From QS-9000
The sun sets on QS-9000, the U.S. automotive standard.
My version of the old joke goes: "When’s your birthday?" "Dec. 15." "What year?" "Every year, so far."...
Statistics Roundtable: Turning Shewhart?s Challenge Into Opportunity
Statisticians must step forward and lead management to become more statistically minded.
Nearly 70 years ago, quality pioneer Walter Shewhart threw down the gauntlet: "The long-range contribution of statistics depends not so much on getting a lot of highly trained statisticians into industry as it does...
Lean Lessons: Using Lean to Meet Quality Objectives
For many years, proponents of lean and Six Sigma methodologies have worked to achieve a marriage of convenience. For the most part this has fared well....
Building a Better Fantasy Baseball Team
Fantasy baseball is a popular game giving sports fans the opportunity to display their baseball expertise in competition with other fans. The game fosters careful planning and research in hopes of outsmarting the rival team. By looking at fantasy...
Statistics Roundtable: Dependent Univariate Observations and Statistical Control
Have you ever wondered why your process control procedure doesn't work just right? It might be that the underlying assumptions are not completely valid....
Quality Focus Good for Business
Premier Inc., a San Diego-based healthcare alliance, is a 2006 recipient of the Malcolm Baldrige National Quality Award (MBNQA) in the service category. The firm credits employee involvement, experience gained while earning a state quality award, and...
Using Statistics To Improve Satisfaction
Choosing which attributes to improve from customer survey data maximizes the use of resources and increases the chances of positive returns on your efforts. The Kruskal-Wallis one-way analysis of variance by ranks helps focus attention on what needs...

Caring Culture and Results Focus Lead to Baldrige Award
For many years Mississippi ranked near the bottom of health status rankings, but now the North Mississippi Medical Center (NMMC), the largest rural medical center in the country, is the recipient of the 2006 Malcolm Baldrige National Quality Award in...

Back to Basics: Data Collection Guidelines: the People Element
Collecting high quality data is essential to the success of any project, process improvement or new product development....
Standards Outlook: Coming Changes in Aerospace Standards
All parts of the aerospace industry--commercial, business, military and space--currently seem to be doing fairly well. You could say the industry has a lot of momentum....

Hospital Reduces Medication Errors Using DMAIC and QFD
The medication error rate at Illinois' Alton Memorial Hospital was low when compared to national statistics, but the hospital knew cost savings would be significant if this statistic was lowered even further. A multidisciplinary team sought the help of...


