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www.qualityprogress.com | July 2014 The Global V oice of Quality TM Putting Best Practices to Work QUALITY PROGRESS | JULY 2014 THE CAREER ISSUE VOLUME 47/NUMBER 7 Blog Heaven: Reasons to Read and Write p. 16 Plus: P QUALITY PROGRESS Network CONNECTIONS Cultivate career prospects with these simple tips p. 24 A new approach to process capability analysis p. 28 Gage R&R expanded p. 34

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Quality progress magazine - issue July 2014

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Page 1: Quality progress

www.qualityprogress.com | July 2014

The Global Voice of QualityTM

Putting Best Practices to WorkQU

ALITY PRO

GRESS | JU

LY 2014 TH

E CA

REER ISSUE

VOLU

ME 47/N

UM

BER 7

Blog Heaven:

Reasons to Read and Write

p. 16

Plus:

PQUALITY PROGRESS

NetworkCONNECTIONS

Cultivate career prospects with these simple tips p. 24

A new approach to process capability analysis p. 28

Gage R&R expanded p. 34

Page 2: Quality progress
Page 3: Quality progress

Check out a few of the NEW books from ASQ Quality Press!

The Certified Pharmaceutical GMP Professional HandbookThe purpose of this handbook is to highlight and partially annotate what the founders of the Certified Pharmaceutical Good Manufacturing Practices Professional (CPGP) examination believed to be the main topics comprising worldwide pharmaceutical good manufacturing practices (GMPs).

Item: H1386

Continuous Permanent ImprovementThe purpose of this book is not to expound any new theory or tools, but to share experiences in implementing existing methods with a bias toward business results. In fact, one of the important lessons we have learned is that most existing models or methods, if adhered to in the right spirit, will give results.

Item: H1466

The Certified HACCP Auditor Handbook, Third EditionThis handbook is intended to serve as a baseline of hazard analysis critical control point (HACCP) knowledge for quality auditors and assists the certification candidate preparing for the ASQ Certified HACCP Auditor (CHA) examination.

Item: H1449

The Biomedical Quality Auditor Handbook, Second EditionIn addition to being a peerless reference for ASQ’s Biomedical Auditor certification (CBA), this book is a valuable reference for biomedical professionals who want to execute better audits for medical devices and gain basic knowledge of biomedical technical areas and regulatory requirements.

Item: H1423

CERTIFICATION MEMBERSHIP PUBLICATIONSTRAINING CONFERENCES

Buy these books and browse through the entire Quality Press bookstore at asq.org/quality-press.

Page 4: Quality progress

Membership ApplicationOFFICE USE ONLY

PRIORITY CODE _______________________

Order Number ________________________

Member Number ______________________

❑ Audit (19)❑ Automotive (3)❑ Aviation, Space and Defense (2)❑ Biomedical (10) ❑ Chemical and Process Industries (4)❑ Customer-Supplier (15) ❑ Design and Construction (20)❑ Education (21)❑ Electronics and Communications (5) ❑ Energy and Environmental (11)❑ Food, Drug, and Cosmetic (7)❑ Government (22)❑ Healthcare (18)

❑ Human Development and Leadership (13)❑ Inspection (9) ❑ Lean Enterprise (23) ❑ Measurement Quality (17) ❑ Product Safety and Liability Prevention (25)❑ Quality Management (1)❑ Reliability (8)❑ Service Quality (16) ❑ Six Sigma (26)❑ Software (14)❑ Statistics (12)❑ Team & Workplace Excellence (27)

❑ Accountant❑ Administrator❑ Advisor❑ Analyst❑ Associate❑ Auditor❑ CEO ❑ Chemist❑ Clinician❑ Consultant

❑ Contractor❑ Controller/ Comptroller❑ Coordinator❑ Director❑ Engineer❑ Facilitator❑ Foreman❑ General Manager

❑ Inspector❑ Instructor❑ Machinist❑ Manager❑ Mechanic❑ Nurse❑ Owner❑ Physician❑ President❑ Principal

❑ Professor❑ Programmer❑ Retired❑ Scientist❑ Six Sigma Black Belt❑ Six Sigma Green Belt❑ Specialist❑ Statistician

❑ Student❑ Superintendent❑ Teacher❑ Technician❑ Unemployed❑ Other

Which one of the following best describes your title?

ASQ does not sell email addresses to third parties.

Mailing Lists❑ Occasionally ASQ shares its mailing list with carefully selected quality-related organizations to provide you with information on products and services. Please check this box if you do not wish to receive these mailings.

Member Referred By:

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❑ MasterCard ❑ Visa ❑ American Express (Check one)

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Preferred Mailing Address: ❑ Home ❑ Business

❑ Mr. ❑ Ms. ❑ Mrs. ❑ Dr. ❑ Male ❑ Female

Date of Birth _________________________________

____________________________________________________________________ First Name Middle Initial Last Name/Family Name

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____________________________________________________________________ City, State/Province Zip+4/Postal Code Country

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Member Type: ❑ Full $146 ❑ Associate $88 $ __________________

The one geographic Section included with Full membership will be determined by your primary address.* Sections (geographic) may be added to any member type for an additional $20.00 each. Visit www.asq.org for a listing of available Sections. Sections cccc , cccc , cccc $ _________

* Contact ASQ to change your assigned Section.

Forum or Division Selection:As part of your Full membership, you are granted access to one topic- or industry-specific Forum or Division. Use the list below to indicate the Forum or Division number and name. _____ ______________________ ______________ (#) Name Additional Forums and Divisions may be added for $10 each.

Please indicate in the list below the additional Forums or Divisions you would like and total the number you have selected.

❑ Healthcare ❑ Government❑ Manufacturing

Industry: ❑ Service ❑ Education

Total of all items (1-3): $ _________

Please submit your application with remittance to:

New memberships are effective upon receipt of payment. New members receive one year of membership from the date they join. Members are billed prior to the anniversary date of their membership for next year’s dues. Memberships, even those paid by employers, are nontransferable. All prices are subject to change.

In becoming an ASQ member, you have the duty to follow the ASQ Code of Ethics and Society governing documents.

You may also join online at www.asq.org or by calling ASQ Customer Care at

USA and Canada: 800-248-1946Mexico: 001-800-514-1564

All other locations: +1-414-272-8575

ASQ P.O. Box 3066 Milwaukee, WI 53201-3066, USA or fax to 414-272-1734.

included

Additional Forum and Division selections: ______ x $10 = $ ____________total

/ / M D Y

The Global Voice of QualityTM

To help us understand what’s important to you, please tell us the top three reasons why you became an ASQ member.

❑ Career Development ❑ Certification Pricing ❑ In-person Networking ❑ Involvement in ASQ’s Cause ❑ Involvement in SRO ❑ Knowledge/Information ❑ Leadership Opportunities ❑ Online Networking/Communities ❑ Product Discounts ❑ Training

WHY DID YOU JOIN?

Page 5: Quality progress

FEATURES

• Google+ Hangout Follow a link to watch a live Google+ Hangout with some of the bloggers featured in “Blog Boom,” pp. 16-23. The bloggers will discuss the value of social media to quality professionals and how to get involved. The live event takes place at 12 p.m. CST on July 23. You also can watch a recording of the discussion later.

• Innovation Insight Three sidebars with more career advice from Peter Merrill, author of this month’s Innovation Imperative column, “Making Choices,” pp. 39-40.

• SIPOC Supplement A suppliers, inputs, process, outputs and customers diagram to illustrate progress on the AS9100 revision, the topic of this month’s Standards Outlook column, “Revision Runway,” pp. 50-52.

• Free Template See an example of an individual development plan—a quality tool used to improve skills and performance—that accompanies this month’s One Good Idea column, “Steer Your Career,” p. 64.

www.qualityprogress.comONLY @

SOCIAL MEDIABlog BoomThe backstory on blogging from five quality professionals who use the popular medium to learn, create, connect and share.

by Jimena Calfa, Mark Graban, John Hunter, Jennifer J. Stepniowski and Dan Zrymiak

CAREERSMaking ConnectionsAdvice on building a network of professional connections—including ways to perfect your LinkedIn profile—to get the career you want. by Marshall Brown

PROCESS CAPABILITYFirst Things FirstBefore spending precious time and resources establishing process control, determine whether the process can meet customer requirements in the first place.

by C. Steven Arendall, Andrew A. Tiger and Kevin W. Westbrook

METROLOGYNecessary MeasuresUnderstand the difference between standard and expanded gage repeatability and reproducibility studies and how the latter helps clarify measurement system variation.

by Louis Johnson and Maureen Deaner

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ContentsPutting Best Practices to Work | July 2014 | www.qualityprogress.com

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Page 6: Quality progress

QP • www.qualityprogress.com4

LogOn• Supplier or customer?

Expert Answers• Building an effective QMS.• Understanding medians.

Keeping Current • Concerns with the VA healthcare system.• Report to president touts Baldrige.

Mr. Pareto Head

QP Toolbox

QP Reviews

DEPARTMENTS

Up FrontSocial cues.

Innovation ImperativeRecognizing good career opportunities.

Statistics Roundtable Caution when categorizing quantitative variables.

Measure for Measure Understanding test accuracy and uncertainty ratios.

Quality in the First Person Back to the beginning.

Career CornerWhat career centers can do for you.

Standards OutlookUpdating AS9100 standards.

One Good IdeaThe benefits of individual development plans.

Mail Quality Progress/ASQ600 N. Plankinton Ave.Milwaukee, WI 53203Telephone Fax 800-248-1946 414-272-1734414-272-8575

Email Follow protocol of first initial and full last name followed by @asq.org (for example, [email protected]).

Article Submissions Quality Progress is a peer-reviewed publica-tion with 85% of its feature articles written by quality professionals. For information about submitting an article, call Valerie Ellifson at 800-248-1946 x7373, or email [email protected].

Author GuidelinesTo learn more about the manuscript review process, helpful hints before submitting a manuscript and QP’s 2014 editorial planner, click on “Author Guidelines” at www. qualityprogress.com under “Tools and Resources.“

Photocopying Authorization Authorization to photocopy items for internal or personal use or the internal or personal use of specific clients is granted by Quality Progress provided the fee of $1 per copy is paid to ASQ or the Copyright Clear-ance Center, 222 Rosewood Drive, Danvers, MA 01923, 978-750-8400. Copying for other purposes requires the express permission of Quality Progress. For permission, write Quality Progress, PO Box 3005, Milwaukee, WI 53201-3005, call 414-272-8575 x7406, fax 414-272-1734 or email [email protected].

Photocopies, Reprints And MicroformArticle photocopies are available from ASQ at 800-248-1946. To purchase bulk reprints (more than 100), contact Barbara Mitrovic at ASQ, 800-248-1946. For microform, contact ProQuest Information and Learning, 300 N. Zeeb Road, Ann Arbor, MI 48106, 800-521-0600 x2888, international 734-761-4700, www.il.proquest.com.

Membership and Subscriptions For more than 60 years, ASQ has been the worldwide provider of information and learning opportunities related to quality. In addition, ASQ membership offers information, networking, certification and educational opportunities to help quality professionals obtain practical solutions to the many problems they face each day. Subscriptions to Quality Progress are one of the many benefits of ASQ membership. To join, call 800-248-1946 or see information and an application on p. 2.

List RentalsOrders for ASQ’s member and nonmember buyer lists can be purchased by contacting Michael Costantino at the Infogroup/Edith Roman List Management Co., 402-836-6626 or fax 845-620-1885.

COLUMNS

QUALITY PROGRESS

Quality Progress (ISSN 0033-524X) is published monthly by the American Society for Quality, 600 N. Plankinton Ave., Milwaukee, WI 53203. Editorial and advertising offices: 414-272-8575. Periodicals postage paid at Milwaukee, WI, and at additional mailing offices. Institutional subscriptions are held in the name of a company, corporation, government agency or library. Requests for back issues must be prepaid and are based on availability: ASQ members $17 per copy; nonmembers $25 per copy. Canadian GST #128717618, Canadian Publications Mail Agreement #40030175. Canada Post: Return undeliverables to 2835 Kew Drive, Windsor, ON N8T 3B7. Prices are subject to change without prior notification. © 2014 by ASQ. No claim for missing issues will be accepted after three months following the month of publication of the issue for domestic addresses and six months for Canadian and international addresses.Postmaster: Please send address changes to the American Society for Quality, PO Box 3005, Milwaukee, WI 53201-3005. Printed in USA.

ASQ’s Vision: By making quality a global priority, an organizational imperative and a personal ethic, the American Society for Quality becomes the community for everyone who seeks quality technology, concepts or tools to improve themselves and their world.

- EYE ON IMPROVEMENTAn IT organization strives to build a self-sustaining business excellence culture.

- QUALITY-DRIVEN CULTURES Report on what organizations view as the vital components to a true culture of quality.

QP

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NEXT MONTH

SPECIAL SECTION ASQ’S CONTINUING EDUCATION AND PROFESSIONAL DEVELOPMENT DIRECTORY p. 54

48

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Page 7: Quality progress

UPFRONT

Social CuesBe true, be you; get it right in social media

IT USED TO BE that you only had one reputation to uphold. Social media has turned

that concept on its ear. Now, it’s prudent to be conscious of your reputation on the inter-

net, because the medium and its contents can be that much more far-reaching. To some,

this age of increased visibility and the availability of what some consider to be private or

at least protected information is alarming.

Yet, the wide net the digital age casts can be a beautiful thing, particularly when it

comes to growing personal and professional networks, opening up career prospects and

getting your name in front of the right people—job recruiters or hiring managers, for

instance.

Often, people join or are a part of a professional association to help further their

careers. Whether it’s seeking certification or training, or accessing knowledge resources,

career advancement is a perennial interest area for readers. This month’s issue is

dedicated to that pursuit.

In “Making Connections,” p. 24, author Marshall Brown has pulled together a handy

list to help you improve your networking skills and land the job you want. He discusses

how to maximize opportunities at live events and in the virtual world. He also has a help-

ful sidebar on making the most of your LinkedIn profile.

“Blog Boom,” p. 16, showcases this popular medium and introduces you to some ac-

tive and engaging bloggers in the quality community. Whether you just want some fresh

reading material, or you’re interested in the possibility of blogging yourself, you’ll find

these bloggers’ tales enlightening.

When is the last time you Googled yourself? Go ahead, give it a try! What sites come

up? What do they say about you and who you are? Are you shown in the best light? If not,

what can you do to enhance your image? We hope this issue helps you take that first step

toward being a better you.

And remember to find and follow QP on LinkedIn, Facebook and Twitter! QP

Seiche Sanders

Editor

EXECUTIVE EDITOR ANDASSOCIATE PUBLISHERSeiche Sanders

ASSOCIATE EDITORMark Edmund

ASSISTANT EDITORAmanda Hankel

MANUSCRIPT COORDINATORValerie Ellifson

CONTRIBUTING EDITORMegan Schmidt

COPY EDITORSusan E. Daniels

ART DIRECTORMary Uttech

GRAPHIC DESIGNERSandy Wyss

PRODUCTION Cathy Milquet

ADVERTISING PRODUCTIONBarbara Mitrovic

DIGITAL PRODUCTION SPECIALISTSJulie SchweitzerJulie Wagner

MEDIA SALESNaylor LLCLou BrandowKrys D’AntonioNorbert Musial

MEDIA SALES ADMINISTRATORKathy Thomas

MARKETING ADMINISTRATORMatt Meinholz

EDITORIAL OFFICESPhone: 414-272-8575Fax: 414-272-1734

ADVERTISING OFFICESPhone: 866-277-5666

ASQ ADMINISTRATIONCEO Bill Troy

Managing DirectorsAjoy BoseJulie GabelmannBrian J. LeHouillierMichelle MasonLaurel Nelson-Rowe

To promote discussion of issues in the field of quality and ensure coverage of all responsible points of view, Quality Progress publishes articles representing conflicting and minor-ity views. Opinions expressed are those of the authors and not necessarily of ASQ or Quality Progress. Use of the ASQ logo in advertisements does not necessarily constitute endorsement of that particular product or service by ASQ.

QUALITY PROGRESS

QP

July 2014 • QP 5

Don’t forget to watch the new episode

Page 8: Quality progress

QP • www.qualityprogress.com6

LOGONCustomized QMSIn response to “Solid Base” (June 2014, pp.

28-33): The sort of customized, in-depth

assessment described by the author is

performed by many of our customers. In

many industries, this practice lays to rest

the “promise” that registration to one or

more of the internationally recognized

quality management system (QMS) stan-

dards by qualified certifying bodies would

replace the need for a customized QMS for

separate customers: It’s registration and

customization.

Phil Scott

Downers Grove, IL

FMEA refresherI just became a member of ASQ, and I

wanted to say that the June 2014 edition

of QP magazine is fantastic. Most impor-

tantly, the article about failure mode and

effects analysis (FMEA) (“3.4 Per Million:

Conducting FMEAs for Results,” pp. 42-45)

was a great refresher. What I appreciated

the most was the author’s use of an actual

example to highlight his points.

Gregory P. Simmons

Nashville, TN

More to addAfter reading the Expert Answers response

“Defining the Customer” (March 2014, pp.

8-9), I just had to add to the expert’s reply.

Briefly, the problem is that a customer oc-

casionally sends raw materials to be used

in a machining operation and, at times, the

material is received nonconforming. The

question asked is, “Should these custom-

ers who provide raw material be classi-

fied as customers or suppliers, and be

logged into the supplier base and receive

Seen&Heard

StayConnectedFind the latest news, quips and targeted content from QP staff.

Executive Editor & Associate Publisher Seiche Sanders: @ASQ_Seiche

Associate Editor Mark Edmund: @ASQ_Mark

Assistant Editor Amanda Hankel: @ASQ_Amanda

Contributing Editor Megan Schmidt: @ASQ_Megan

[email protected]

www.facebook.com/groups/43461176682

www.linkedin.com/groups/quality-progress-magazine-asq-1878386

reports based on their quality?” The expert

answers: “The bottom line, the customer is

still the customer if it supplies the materi-

als to be serviced or machined.”

I completely agree with the expert’s

answer, but would add that perhaps the

underlying cause of this problem lies in

the lack of quality assurance requirements

being included in the contract. An agree-

ment beforehand should have included

what to do with customer-supplied materi-

als that are received nonconforming by

the organization. ISO 9001:2008, Clause

7.2—Customer-related processes closely

applies here. It is up to the organization to

determine requirements not stated by the

customer.

ISO 9001:2008, Clause 8.3—Control of

nonconforming product also applies. When

the received raw materials did not meet

requirements, they should not have been

used by the organization unless autho-

rized by the customer.

A similar problem occurs when the

customer dictates to an organization

which supplier they are to buy materials

or components from. This differs from

the above in that the organization issues

the purchase order to the supplier. It

should be agreed on up front and in

the contract who is responsible for the

quality management of the supplier—

the customer or the organization. The

agreement should include what actions

the organization should take if the supplier

delivers nonconforming materials or

components and who is to absorb the cost

for the non-quality issues.

James D. Werner

Raritan, NJ

Tune In

The latest ASQ TV episode focused on data management. View the episode to get an overview on data management, from hot topics such as big data to using data to improve quality. Also, watch for a new episode

discussing quality and athletics, available July 15.

Visit http:// videos.asq.org to access the full video library.

Page 9: Quality progress

July 2014 • QP 7

QPQUALITY PROGRESS

PAST CHAIRJohn C. Timmerman, Gallup Inc.

CHAIRStephen K. Hacker, Transformation Systems International LLC

CHAIR-ELECTCecilia Kimberlin, Kimberlin LLC (retired – Abbott)

TREASURERChava Scher, RAFAEL – Advanced Defense Systems

(retired)

DIRECTORSHeather L. Crawford, Apollo EndosurgeryRaymond R. Crawford, Parsons BrinckerhoffHa C. Dao, Emerson Climate Technologies Inc.Julia K. Gabaldón, Quality New MexicoGary N. Gehring, Saskatchewan Ministry of

Government RelationsDavid B. Levy, Tekni-Plex Flexibles Division Sylvester (Bud) M. Newton Jr., AlcoaDaniella A. Picciotti, BechtelSteven J. Schuelka, SJS ConsultingKush K. Shah, General MotorsJames B. Shore, Nipro HealthcareDaniel E. Sniezek, Lockheed Martin (retired)Joal Teitelbaum, Joal Teitelbaum Escritório de

EngenhariaAlejandra Vicenttin, Vicenttin Organizational Excellence & KaizenG. Geoffrey Vining, Virginia Tech, Department of

StatisticsBharat Wakhlu, Tata Services Ltd., Division of Tata Sons

QP EDITORIAL REVIEW BOARDRandy Brull, chair

Administrative Committee Brady Boggs, Randy Brull, Jane Campanizzi, Larry Haugh, Jim Jaquess, Gary MacLean,R. Dan Reid, Richard Stump

Technical reviewersAndy Barnett, Matthew Barsalou, David Bonyuet, Da-vid Burger, Bernie Carpenter, L.N. Prabhu Chandrasek-aran, Ken Cogan, Linda Cubalchini-Travis, Ahmad Elshennawy, Mark Gavoor, Kunita Gear, Daniel Gold, T. Gourishankar, Roberto Guzman, Ellen Hardy, Lynne Hare, Ray Klotz, Tom Kubiak, William LaFollette, Pradip Mehta, Larry Picciano, Gene Placzkowski, Tony Polito, Peter Pylipow, Imran Ahmad Rana, John Richards, James Rooney, Brian Scullin, Amitava Sengupta, Mohit Sharma, A.V. Srinivas, Joe Tunner, Manu Vora, Keith Wagoner, Jack Westfall, Doron Zilbershtein

QUICK POLL RESULTS Each month at www.qualityprogress.com, visitors can take an informal survey. Here are the numbers from last month’s Quick Poll:

Which aspect of supply chain optimization would most benefit your organization? • Identifying and partnering with the right suppliers. 36.6% • Managing processes effectively. 28.1% • Eliminating waste within the chain. 19.7% • Auditing suppliers accurately. 15.4% Visit www.qualityprogress.com for the latest question:

What is your favorite social media network?• Facebook.• LinkedIn.• Twitter.• Instagram.• Other.

QP

QualityNewsTODAYRecent headlines from ASQ’s global news service(All URLs case sensitive)

Auto Industry Gets Serious About Lighter MaterialsAutomakers have been experimenting for decades with ”lightweighting,” as the practice is

known, but the effort is gaining urgency with the adoption of tougher gas mileage standards.

(http://bit.ly/lightermaterials)

CDC: Two 'Sproutbreaks' Sicken More Than 70 More than 70 people in the United States and Canada have been sickened in two so-called

”sproutbreaks” involving foods made from either sprouted chia seeds or clover, federal

investigators say. (http://bit.ly/sproutbreakssicken70)

• Hang out with ASQ bloggers Watch a live Google+ Hangout with some of the bloggers featured in “Blog Boom” (pp.

16-23) as they discuss the value of social media and how to get involved. The event takes place at 12 p.m. CST on July 23. You can also watch a recording of the discussion later.

• More career moves Peter Merrill offers more career advice in three sidebars that add to this month’s

Innovation Imperative column, ”Making Decisions” (pp. 39-40).

• Illustrated progress A suppliers, inputs, process, outputs and customers diagram shows the progress made on the AS9100 revision, the topic of this month’s Standards Outlook column, ”Revision Runway” (pp. 50-52).

• Improvement plan example See an example of a quality tool used to improve skills and performance, as described in

this month’s One Good Idea column, ”Steer Your Career,” p. 64.

www.qualityprogress.com

ONLINE EXTRAS@

WANT THE LATEST QUALITY-RELATED NEWS AND ANALYSIS? The QNT Weekly enewsletter, available exclusively to ASQ members, delivers it every Friday.

Subscribe now at http://email.asq.org/subscribe/qntwk.

Page 10: Quality progress

QP • www.qualityprogress.com8

Build an effective QMSQ: What’s an effective approach for estab-

lishing, maintaining and optimizing an ef-

fective quality management system (QMS)?

David Stuckey

Fort Worth, TX

A: The most effective approach is based

on demonstrated need for a QMS and sup-

ported by the senior management of an or-

ganization, meaning the CEO and his or her

direct reports. When everyone in an orga-

nization understands the need to address

quality, there will be buy-in from everyone

for a QMS. Consider two examples:

1. Many years ago, there was a prevail-

ing perception in the customer base of a

large retailer that the retailer sold seconds

merchandise (products in which a mistake

was made in making the item), even though

that was not the case. To address and

change this, the CEO of this organization

created a quality assurance (QA) division

with the director of QA reporting directly to

the CEO. The fact that the director of QA at-

tended weekly staff meetings with the CEO,

along with other direct reports to the CEO,

sent a powerful message throughout the

retailer as well as the supplier community

that quality of merchandise was extremely

important to top management.

The organization also effectively used

product inspection based on statisti-

cal sampling at suppliers’ facilities and

retailers’ warehouses; it conducted pre-

purchase and post-award product testing

to ensure the products met requirements;

it passed on information from customer

complaints to the suppliers for their con-

sideration and actions; and it helped buyers

(purchasing officers/agents) establish

performance specifications. Using these

strategies, the retailer became known for

first-class quality across all merchandise

categories within two to three years, and

its quality system came to be known as

one of the best in the retail industry.

2. In another example, a children’s wear

manufacturer had an established QMS,

but the director of QA was not getting the

necessary resources. Over a few months,

he had his staff collect data on scrap, re-

jects and rework, and put cost figures to all

these data. He managed to get 10 minutes

of time in the executive vice president’s

(EVP) staff meeting and presented on how

much money the organization could save

with a bit more resource devoted to quality

management. This opened the EVP’s eyes

to potential savings, and the director of QA

got what he needed. From then on, every

staff meeting with the EVP opened with a

presentation on quality.

In both of these examples, quality

management was strongly supported by

senior management. In the first case, quality

management was driven by customers. In

the second case, it was driven by the bot-

tom line.

Pradip Mehta

Mehta Consulting LLC

Coppell, TX

Understanding mediansQ: How robust is “median” as a statistic?

Govind Ramu

San Jose, CA

A: To be clear, the median is the center

value of a set of observations taken from a

broader population. As such, it is the 50th

percentile. If a set of observations in rank

order contains an uneven number of them,

it is the observation in the middle; if the set

contains an even number of observations, it

is the mean of the two numbers closest to

the middle.

How robust is it?

A statistic is robust if it is resistant to

change even when some observations

change. The mean of a data set, for ex-

ample, will change if any observation in the

data set changes. This is not so for the me-

dian. Individual observations may wander

within limits and the median won’t budge.

That property is partially responsible for the

median’s appeal. But just how robust is it?

You would have to define a specific quanti-

tative measure of robustness to say.

When is the median appropriate?

In theory, if your data set fails the test of

normality, and you can’t find a transforma-

tion to normality or another suitable distri-

EXPERTANSWE RS

When everyone in an organization understands the need to address quality, there will be buy-in from everyone for a quality management system.

Page 11: Quality progress

July 2014 • QP 9

bution that fits, you can always default to

a distribution-free test for comparing two

or more treatments. Distribution-free tests

often rely on the median as a measure of

central tendency. Developers of distribu-

tion-free tests are careful to examine rela-

tive efficiency, measured as the ratio of the

variance of the distribution-free statistic

to the variance of the appropriate statistic

under normality (or some other assumed

distribution).

The relative efficiency of a distribution-

free test statistic computed on data that

are actually normally distributed is often

low. This is one factor that prevents you

from abandoning all normal theory statis-

tics in favor of distribution-free tests. If the

data are normal, using median instead of

the mean is often inefficient.

It is important to understand that often,

large data sets, even some from an under-

lying normal distribution, will fail a formal

test of normality simply because the test

criteria are very strict. In most practical

applications, a straight line on a normal

probability plot is sufficient evidence of

normality or near-normality. Opinions will

differ, but many applied statisticians will

stick to normality unless there is clear

evidence against it.

In many situations, there may be value

in seeking the cause of non-normality. Data

may actually come from multiple sources

with different means, causing the appear-

ance of non-normality in the aggregate data

set. A distribution-free test in this environ-

ment may be technically correct, but it may

miss the point of getting to the root causes

of variation.

Still, when the data set is decidedly not

normal and all other avenues have been

traveled, the distribution-free test based on

medians is appropriate.

How can you prevent the misuse of

medians to sway perception?

You can’t. If someone’s paycheck depends

on their ability to produce a summary that

best supports their argument, little can be

done to dissuade them from the practice.

However, given the opportunity, you may be

able to educate an errant user of medians

by showing plots of the data, including a

normal probability plot, to point out that the

data can be summarized more efficiently.

Bear in mind, however, that if the distribu-

tion is normal, the median and mean will

be very close, so there may be little harm

done by showing the median in place of

the mean. When data analysts use medi-

ans, they should provide some justification

explaining why that choice was made.

Are there measures of dispersion for

the median that should be published

along with them (for example, inter-

quartile range)?

An interquartile range may be appropriate,

but a statistic showing something closer

to the full range of the data might do a

better job of persuading the reader of vast

uncertainty, assuming it exists. A graphi-

cal display, such as a box plot, is useful for

showing the variability of the data that are

summarized by the median.

There is a formula for the variance, σ2,

of the median from any population, but it

assumes a known distribution:

σ2 = {1/(4n[f(m)]2)}

in which n is the number of observations,

f is the density function of the population,

and m is its median. In situations in which

the distribution function may be assumed—

for example, microbiological counts are

often approximately lognormal—there may

be value in showing the variance or the

standard deviation of the median, simply to

point out the uncertainty associated with

the median.

Lynne B. Hare

Statistical consultant

Plymouth, MA

EXPERTANSWE RS

GET YOUR QUESTIONS ANSWEREDAt some point, everyone runs into a problem they can’t solve alone. Let QP help. Submit your question at www.qualityprogress.com, or send it to [email protected], and our subject matter experts will help you find a solution.

Page 12: Quality progress

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Page 13: Quality progress

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Page 14: Quality progress

L

QP • www.qualityprogress.com12

GOVERNMENT

Culture, Cover-ups Plague VA Health SystemAppointment delays, inaccurate reporting and varied quality of care found

KEEPINGCURRE NTLast fall, Thomas Breen, a 71-year-old U.S.

Navy veteran noticed blood in his urine.

With a history of bladder cancer, Breen

called his Veterans Affairs (VA) hospital

in Phoenix for a follow-up appointment.

He had to wait months to get in. In the

meantime, his family took him to a private

hospital where he was diagnosed with

bladder cancer. As Breen’s daughter-in-law

told the Los Angeles Times, when the VA

called in early December to schedule an

appointment, she informed the scheduler

it was too late—Breen had died on Nov. 30.1

At another VA health facility, just a few

weeks into his new job as a scheduling clerk

at a VA clinic in Austin, TX, Brian Turner was

instructed to “cook the books.”

“They said, ‘You gotta zero out the

date. The wait time has to be zeroed

out,’” Turner told the Washington Post.2

“Zeroing out” was a workaround

for the VA’s accountability system,

which was monitored by supervi-

sors in Washington, D.C., to ensure

patients weren’t waiting too long for

appointments. When a patient would

ask for an appointment on a specific

day, Turner would search for the next

available time—which was usually

several days later. When the patient agreed

to the later date, Turner would type that the

patient requested the later day. Suddenly, a

wait time that may have been much longer

was reported as zero days.3

Occurrences like these are why an

investigation was launched into allega-

tions that VA healthcare facilities were

manipulating patient waiting lists to hide

long delays in access to care. The Phoenix

VA healthcare system is at the center of

the scandal—managers there are being

accused of falsifying records to make it

appear patients were being seen within

the VA’s standard for a timely appointment,

which is about 14 days. In actuality, patients

in Phoenix waited an average of 115 days

for an appointment, and secret waiting lists

were kept to hide the true wait times.4

A nearly month-long internal audit com-

pleted in early June shows these problems

are systemic across the wider VA health-

care network. The audit of 731 VA facilities

and nearly 4,000 employees found nearly

60,000 veterans were waiting for appoint-

ments at VA health facilities, and 70% of VA

facilities have used alternative scheduling

methods so wait times appear shorter.

More than 10% of scheduling staff reported

they were instructed to alter patient ap-

pointment scheduling.5

Backtracking on progressThe VA Health Administration (VHA) is the

largest integrated healthcare network in

the United States with 1,700 hospitals, clin-

ics, counseling centers and nursing homes

throughout the country.6

In the past, the VA healthcare system

has been viewed as a leader in medical

advances, especially when it comes to

gathering and releasing performance data.

In 2011, it began publishing hospital medi-

cal complication and surgical death rates

based on a national surgery quality im-

provement program. An internal database

called Strategic Analytics for Improvement

and Learning (SAIL) tracks procedure out-

comes and ranks VA hospitals on various

safety measures for benchmarking.7

The VA healthcare system’s patient

satisfaction scores are high—a 2013 survey

by VA found 93% of patients said they had a

good experience when they received care.

A 2005 comparison of VA patient medical

records with a national sample found bet-

ter quality of care at the VA, especially for

depression, diabetes, high cholesterol and

hypertension.8

So, how did access to care be-

come a problem?

Part of the cause has been at-

tributed to a shortage of doctors—

particularly primary care physicians—

coupled with an increased demand

for VA healthcare. The American

Federation of Government Employees

reports some VA doctors carry work-

loads of more than 2,000 patients.

The goal set in the VHA handbook is

1,200.9

Preliminary audit results sent to Presi-

dent Barack Obama pointed to an “overarch-

ing environment and culture which allowed

this state of practice to take root.”10

Consider the accountability reporting

system that was supposed to make officials

in Washington, D.C., aware of problems in

the field through data. Instead, a culture

of manipulating data to hide deficiencies

developed, and employees risked backlash

for pointing out patient care issues.11

Even when officials learned this was hap-

pening, as they did in 2005, and attempted

Page 15: Quality progress

July 2014 • QP 13

KEEPINGCURRE NTNAME: Bryan T. Blunt.

RESIDENCE: Eloy, AZ.

EDUCATION: MBA from Western International Univer-

sity in Tempe, AZ.

INTRODUCTION TO QUALITY: While Blunt considered

product quality to be a top priority

throughout his working career,

the light really came on regarding

process quality when he was a

manufacturing engineer at Al-

liedSignal.

PREVIOUS JOBS: Director of

quality for Textron Systems Inc.,

director of quality for Lycoming Engines and director of

supply chain quality for Cessna Aircraft Co.

CURRENT JOB: President, Quality Works Consulting LLC.

ASQ ACTIVITIES: Past section chair of two ASQ sec-

tions and immediate past nominating chair of ASQ

Phoenix Section.

ACTIVITIES/ACHIEVEMENTS: One of the earliest Black

Belts certified at AlliedSignal, where the first large-scale

deployment of Six Sigma took place after its initial

development. Received Textron Six Sigma’s presti-

gious “Top Gun” award. Currently a doctoral student in

organizational leadership at Grand Canyon University in

Phoenix. Involved in several areas of church ministry.

PUBLISHED WORKS: Author of Turnaround: The Quality

Path to Saving the Business (QW Press LLC, 2011).

RECENT HONORS: Blunt was part of the 2013 class of

ASQ fellows.

PERSONAL: Married, three sons and eight grandchildren.

FAVORITE WAYS TO RELAX: Reading, playing the

guitar and spending time with his wife and their pet

labradoodle.

QUALITY QUOTE: “There are no great businesses that

are not excellent in terms of quality.”

QWho’s Who into address the issue, honest reporting wasn’t enforced.

“Because of the fact that the gaming [manipulating the system] is so

prevalent, as soon as something is put out, it is torn apart to look to see

what the workaround is,” said William Schoenhard, who was working as

the deputy undersecretary for health for operations and management in

2005. “There’s no feedback loop.”12

Furthermore, while the criticism and investigation of the VA healthcare

system has revolved around patient wait times for appointments, SAIL data

show there is another serious problem within the VA healthcare system—

widely varying patient care results among VA facilities and what experts

call “a slippage of quality” at some facilities.13

Next stepsOn May 30, Eric Shinseki, the Department of VA secretary, resigned.

Shinseki said he was unaware of the access to care and reporting issues

engulfed in the system. Following the results of the internal audit, an exter-

nal, independent audit of scheduling practices will take place.14

As the VA healthcare system looks to fix its systemic issues related to

access to and quality of care, refining its performance-metric reporting

system will be key.

According to William E. Duncan, who supervised the publication of

medical outcomes until 2012, “The goal was not for hospitals to be aver-

age performers. The goal was to be in the top 10%. Our patients have little

recourse, and they rely on our staff to tell them the truth. We can’t forget

that medical quality is not just access to care.”15

—Compiled by Amanda Hankel, assistant ediitor

REFERENCES1. David Zucchino, Cindy Carcamo and Alan Zarembo, “Growing Evidence Points to Systemic Troubles in

VA Healthcare System,” Los Angeles Times, May 18, 2014, www.latimes.com/nation/la-na-va-delays-20140518-story.html#page=1.

2. David A. Fahrenthold, “How the VA Developed Its Culture of Coverups,” Washington Post, May 30, 2014, www.washingtonpost.com/sf/national/2014/05/30/how-the-va-developed-its-culture-of-coverups.

3. Ibid.4. Sandhya Somashekhar, “Some of the Internal Problems That Led to VA Health System Scandal,” Wash-

ington Post, May 30, 2014, www.washingtonpost.com/national/health-science/some-of-the-internal-problems-that-led-to-va-health-system-scandal/2014/05/30/399095b4-e81e-11e3-8f90-73e071f3d637_story.html.

5. Ben Kesling, “Nearly 60,000 Veterans Face Delays Receiving Health Care—VA Audit,” Wall Street Jour-nal, June 9, 2014, http://online.wsj.com/articles/over-100-000-veterans-face-delays-receiving-health-careva-audit-1402339138.

6. Somashekhar, “Some of the Internal Problems That Led to VA Health System Scandal,” see reference 4.7. Thomas M. Burton and Damian Paletta, “Veterans Affairs Hospitals Vary Widely in Patient Care,” Wall

Street Journal, June 3, 2014, http://online.wsj.com/articles/veterans-affairs-hospitals-vary-widely-in-patient-care-1401753437.

8. Somashekhar, “Some of the Internal Problems That Led to VA Health System Scandal,” see reference 4.9. Ibid.10. Michael D. Shear and Richard A Oppel Jr., “V.A. Chief Resigns in Face of Furor on Delayed Care,” New

York Times, May 30, 2014, www.nytimes.com/2014/05/31/us/politics/eric-shinseki-resigns-as-veterans-affairs-head.html.

11. Zucchino, “Growing Evidence Points to Systemic Troubles in VA Healthcare System,” see reference 1.12. Fahrenthold, “How the VA Developed Its Culture of Coverups,” see reference 2.13. Burton, “Veterans Affairs Hospitals Vary Widely in Patient Care,” see reference 7.14. Kesling, “Nearly 60,000 Veterans Face Delays Receiving Health Care—VA Audit,” see reference 5.15. Burton, “Veterans Affairs Hospitals Vary Widely in Patient Care,” see reference 7.

Page 16: Quality progress

QP • www.qualityprogress.com14

KEEPINGCURRENTSTANDARDS

ISO 9001 DRAFT AVAILABLE FOR PUBLIC COMMENTISO 9001—Quality management systems—Requirements, the most widely

used International Organization for Standardization (ISO) standard, has been

made available as a draft international standard (DIS), a key milestone in its

revision process.

As all ISO standards, ISO 9001 is reviewed every five years and is now be-

ing revised to ensure it is relevant and updated. At the DIS stage, all inter-

ested parties can submit feedback that will be considered before the final

draft is published by the end of 2015. In addition, the draft version now can

be purchased, giving organizations the opportunity to get a taste of the new

standard before the final publication date.

Comments will be accepted until July 15. For more details, visit http://asq.

org/standards-draft-iso-9001-2015.html. Only U.S. stakeholders can provide

public comments. Other stakeholders can purchase the standard or contact

their National Standardization Bodies to learn how they can contribute.

SHORTRUNSTHE INTERNATIONAL CONFERENCE on Quality 2014—Tokyo will be

held Oct. 19-22. The conference takes place every three years and is

sponsored by ASQ, the European Organization for Quality and the Union of

Japanese Scientists and Engineers. Visit ww.juse.or.jp/e/conventions/202.

THE SOCIETY OF Automotive Engineers (SAE) Foundation received a

$75,000 grant from the Chrysler Foundation to continue providing science,

technology, engineering and math education programming to K-8 stu-

dents. An SAE program called “A World in Motion” gives younger students

opportunities to learn about math and science concepts. For more details,

visit www.sae.org/news.

Mr. Pareto Head BY MIKE CROSSEN

A recent report sent to President Barack Obama

called out the Malcolm Baldrige National Quality

Award as an opportunity “for raising awareness

of performance excellence” in the U.S. healthcare

system.

In the 66-page report released in late May, the

President’s Council of Advisors on Science and

Technology (PCAST) offered seven recommendations

to Obama, “all of which support and reinforce each

other as components of a strategy to improve the

quality of delivery of healthcare and the health of

Americans through systems engineering,” the report

said.

The Malcolm Baldrige National Quality Award was

specifically mentioned in the sixth recommendation:

“Establish awards, challenges and prizes to

promote the use of systems methods and tools in

healthcare.”

The report continued: “Health and Human

Services and the Department of Commerce should

build on the Baldrige award to recognize healthcare

providers successfully applying system engineering

approaches.”

The report, titled “Better Healthcare and Lower

Costs: Accelerating Improvement Through Systems

Engineering,” can be accessed at http://tinyurl.com/

pk23tq9.

BALDRIGE AWARD

BALDRIGE SINGLED OUT IN REPORT TO PRESIDENT OBAMA ON HEALTHCARE

Page 17: Quality progress

July 2014 • QP 15

KEEPINGCURRENT

United Arab Emirates’ Dubai Aluminium and Argentina’s Tgestiona were

awarded gold-level status at ASQ’s International Team Excellence Awards

after showcasing how they increased quality and financial savings at their

respective organizations.

ASQ announced the gold-level winners—along with silver and bronze—at

its recent World Conference on Quality and Improvement, which was at-

tended by nearly 2,800 people. In the awards’ 29th year, 39 teams from 14

countries competed.

Dubai Aluminium’s stub repair reduction team used lean Six Sigma and the

define, measure, analyze, improve and control method to slash repair costs by re-

ducing product damage from 6% to 3%, resulting in $1.3 million in annual savings.

Tgestiona’s matter of time team used Six Sigma to address the process

for handling customer access to the company’s systems, which affects more

than 20,000 users of 256 systems. The results included reducing the error

rate from 10% to 0.05%, and reducing processing time from 26 days to

fewer than three days.

For more information about the award recipients and the team

excellence award process, visit http://asq.org/wcqi/team-award.

ASQ TEAM EXCELLENCE AWARDS

TWO TEAMS REACH GOLD STATUS AT ASQ COMPETITION

ASQNEWSASQ RECEIVES AWARD ASQ achieved

the excellence level of achievement

from Wisconsin Forward Award Inc.,

the state award’s top recognition. The

award is modeled on the Malcolm

Baldrige National Quality Award frame-

work, process and criteria. ASQ will join

other Wisconsin-based organizations

receiving the award at ceremonies in

December. For more information about

the award, visit www.wisquality.org/

wfa/wfa.

SCHOLARSHIP RECIPIENT ASQ’s

Healthcare Division awarded its annual

$2,000 Nightingale Scholarship to Ellen

Martin, a doctoral student in the school

of nursing at the University of Texas-

Austin. Martin was recognized for

demonstrating an outstanding commit-

ment to pursuing quality improvement

in the healthcare field. For more infor-

mation about Martin and the award,

visit www.asq.org/media-room/press-

releases/2014/20140512-nightingale-

scholarship-winner.html.

NEW CASE STUDY ASQ’s Knowledge

Center released a new case study

about India-based Max Life Insurance

and how it improved customer reten-

tion through Six Sigma and quality

tools. The improvement project nearly

tripled Max Life’s customer reten-

tion rate and generated more than

$8.6 million in revenue. Read more at

http://asq.org/knowledge-center/case-

studies-max-life-improves-customer-

retention.html.

LSS TRAINING OFFERED Redesigned

lean Six Sigma Green Belt and Black

Belt courses are being offered by ASQ.

The courses will teach participants to

use lean and Six Sigma tools to improve

workflow and reduce inefficiency. The

peer-reviewed courses, created and

taught by Master Black Belt industry

experts, include instructor-led class-

room training and one-on-one coach-

ing. For more information or to register,

visit www.asq.org/sixsigma-elite.

NEW ISO/IEC TRAINING ANAB un-

veiled new training on ISO/IEC 17021,

Conformity assessment—Requirements

for bodies providing auditing and certi-

fication of management systems. The

training will provide an understanding

of the requirements of ISO/IEC 17021

and its relationship with other certifica-

tion scheme standards and Internation-

al Accreditation Forum documents. The

course also includes information about

potential developments related to the

revision of ISO/IEC 17021, scheduled for

release in late 2014. For more informa-

tion, visit www.anab.org/resources/

anab-training.

MEMBERS OF United Arab Emirates’ Dubai Aluminium stub repair reduction team celebrate their gold-level accomplishment at ASQ’s International Team Excellence Awards.

Page 18: Quality progress

BLOG

Blogging keeps growing, remaining a relevant way to share, learn

and network

Blogging keeps growing, remaining a relevant way to share, learn

and network

Page 19: Quality progress

July 2014 • QP 17

SOCIAL MEDIA

BACK IN THE late 1990s—well before 140-character

Tweets, Facebook posts and LinkedIn discussions—there was

the blog.

Register at any number of blogging sites and you could

set up your own personal or professional website to report

and record information, showcase your talent and expertise,

share opinions and theory, and relay across the world any-

thing from photos to links to video—all in one place.

But are blogs still relevant? Have they been surpassed by

other social networking sites?

Google’s Blogger site has more than 46 million unique

visitors each month. About 6.7 million people write on

blogging sites, and 12 million blog via social networks.1

More organizations are getting in on the act, too. The use of

corporate blogs has shot up to 34% in the last two years—a

nearly 50% increase.2

Clearly, a lot of people still use blogs to push out infor-

mation, messaging and opinion, and even more continue to

consume the words and join in the dialogue.

What keeps millions writing blogs and reading them?

We posed this question to a few members of ASQ’s Influen-

tial Voices blogging group and asked them to describe their

blogging experiences. We also asked the bloggers about the

difference blogging makes in their professional lives. How did

their own careers shift because they dared to venture into

the blogosphere?

Perhaps their words and ideas will inspire you to log on,

speak up and join the online opportunities within what

remains a popular medium for learning, creating, sharing and

networking.

REFERENCES1. Douglas Karr, “The Blogconomy Blogging Statistics (Infographic),” Social Media Today, Aug. 26, 2013, http://

socialmediatoday.com/douglaskarr/1696221/infographic-blogconomy-blogging-statistics. 2. Nora Ganim Barnes, Ava M. Lescault and Stephanie Wright, “2013 Fortune 500 Are Bullish on Social Media,” Charlton

College of Business Center for Marketing Research, University of Massachusetts Dartmouth, www.umassd.edu/cmr/socialmediaresearch/2013fortune500.

Blogging keeps growing, remaining a relevant way to share, learn

and network

Blogging keeps growing, remaining a relevant way to share, learn

and network

Page 20: Quality progress

QP • www.qualityprogress.com18

QP: Why do people write blogs? Daniel Zrymiak (DZ): People have a particular message or impression they wish to

communicate. Through blogging, they can establish and entrench a connection with their

audience or community. Blogs provide additional flexibility to incorporate visuals and audio,

and embed hyperlinks to extend the breadth and depth of the article’s scope. People should

write to initiate an interactive connection with readers on an interesting subject or idea.

Mark Graban (MG): I started my blog in 2005 because I was frequently emailing articles

about lean to colleagues. I realized I could post them on a blog, and people could pull

information instead of having it pushed to them via email. I also realized I could reach a

broader audience and use the blog as a way to meet new people in the lean world.

John Hunter (JH): People blog to share their ideas. A blog can be a creative outlet on

a work topic or another topic. I blog about management and also about investing, travel,

engineering, technology and other topics that interest me.

QP: Why is blogging right for you? DZ: In my personal situation, I must frequently travel or change plans on short notice.

This has the unfortunate effect of forcing cancellations of previous commitments. For ex-

ample, it is regrettable to have submitted an abstract to present at a conference, have it

accepted by a review committee, be scheduled to present, and then need to inform those

same supportive team members that I have to decline the opportunity to present and en-

gage their conference audience. In contrast, blogging works because it provides me with

the maximum level of flexibility and the ability to customize my message.

MG: I love blogging, and I’ve kept at it nearly every weekday for the last nine years. As

with any sort of writing, I think you have to do it because you want to write and because you

enjoy it. Too many blogs flame out after just a few weeks or months. Maybe the bloggers

who gave it up were motivated to start because they felt like they “had to blog.” Writing

must be a passion—whether it’s a blog or a book—and it’s not right for everybody. Some

folks like to write occasionally, and submitting occasional magazine or journal articles might

be a better fit. Some people can podcast or create videos.

JH: I have been blogging for 10 years, which is more than enough time to convince me

it is right for me. Blogging fits my personality—I like short delivery cycles. I don’t like the

idea of working on a project that takes a year to reach the audience or customers. With

blogging, I can have an idea, and in an hour I can share that with people across the globe.

Blogging is similar to agile software development in this way: minimize work-in-progress

and deliver working software—or in blogging, text—to users as quickly as possible. Then

iterate and extend.

To a much larger extent than most bloggers, I also take advantage of hypertext—linking

to other related online content. This is also a wonderful thing. Again, it fits my personality.

I wrote a book called Management Matters: Building Enterprise Capability (http://curious-

cat-media.com/management-matters), and it had to be an e-book because I’m constantly

linking to other parts of the book and resources online.

While writing the book, I thought about how constrained I would feel writing an “old

style” book with no hypertext capability. I think I would have quit before I finished.

QP: Why do you blog? DZ: I am not a commercial blogger. I am not promoting a practice, nor am I a center of

influence to recommend products and services. Primarily, I blog to use this communication

HOME ABOUT HELP CONTACT US BLOG

The Benefits of BloggingTuesday, July 1, 2014, 12:01 am 5 comments

Search

RELATED ARTICLES

• “Real Time, Interactive and Dynamic,” p. 20.

• “Build Credibility and Reputation,” p. 22.

• “More Active Networking,” p. 23.

Google+ HangoutFollow a link to watch a live Google+

Hangout with some of the bloggers

featured in “Blog Boom.” The blog-

gers will discuss the value of social

media to quality professionals and

how to get involved. The live event

takes place at 12 p.m. CST on July 23.

You also can watch a recording of the

discussion later.

Page 21: Quality progress

July 2014 • QP 19

channel to present viewpoints and opinions on the pertinent quality issues of the day. For

this reason, I enjoy participating within the ASQ Influential Voices framework to realize and

expand the synergistic benefits of collaborative communication.

MG: As I said in this video at www.youtube.com/watch?v=gfUJLSRgDt0 (case sensitive),

I blog to learn, and I really mean that. Sure, sometimes I like to get on a soapbox and share

my own views, but my goal is to learn. Having a blog means I keep up on reading new ma-

terial that’s out there in the lean world—in the news and otherwise. Writing is a great way

to practice articulating views and a way to practice teaching—skills and experience that

translate into my consulting work and speaking. I love it when we have good discussion

in blog comments, especially when people disagree because that leads me to sometimes

changing my own views—to learn.

JH: One of the nice things is how easy it is to blog. I managed several websites for years

before I started blogging (which is quite rare). Dealing with a typical website is much more

work than blogging. With a blog, you can have the idea and be up and running with your

new blog post in 10 minutes, using something like www.wordpress.com. How easy it is to

blog is one factor.

Another thing I like is being able to refer back to my thoughts on a topic. This is not

something I have ever heard someone else mention as a reason for blogging, but one of

the ways I use blogs is as a resource I can go back and use later.

I also blog as a way to build a personal brand. When people are introducing me to a

colleague, I am often introduced to people as the author of that “Curious Cat” blog and

website. I have never been introduced as the author of my book.

QP: What are your goals in blogging? DZ: I aspire to introduce topics and subjects that interest me personally and add value

to the profession and to subjects that I believe should be more actively promoted by the

profession. Based on my experience, the most impactful decisions are made when financial

and governance considerations are incorporated into the decision process. My inclination

is to justify the involvement of quality people within these financial and governance activi-

ties, thus transcending the traditional role of inspection and compliance.

JH: When I originally started providing content online (even before blogs), one of my big

goals was to help people improve management. There are many good management ideas

and practices that are decades old and yet ignored. I thought—and still do think—a big part

of the problem is people haven’t seen good management ideas.

With blogging, I continue to attempt to help people apply proven management practices.

Building a personal reputation and learning are other reasons I continue.

I think a big problem is that people find bad management advice (even on good man-

agement concepts), use it, get frustrated and don’t believe better management practices

really work. So they experience lousy implementation of good ideas and decide the ideas

are bad.

For example, lean thinking has great value, but the way it is done in many places leaves

people with the impression that lean is bad management. Or they read about or get trained

on lean or W. Edwards Deming, but the way the information is presented doesn’t provide a

convincing case for the value of the management advice.

By helping people find better advice, I can help improve the success rate of adopting

practices such as customer focus, respect for people, managing with an understanding of

• Jimena Calfa Author of “Let’s

Talk About Quality” and “Opportunities for Improvement” blogs.

• Mark Graban Author of “Lean Blog.”

• John Hunter Author of “Curious

Cat Management” and “W. Edwards Deming Institute“ blogs.

• Jennifer J. Stepniowski Author of “Quality

Time” blog.

• Daniel Zrymiak Author of

“AQualitEvolution” blog.

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The Benefits of BloggingTuesday, July 1, 2014, 12:01 am 5 comments

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QP • www.qualityprogress.com20

variation, continual process improvement and mistake-proofing. I make a

big effort to promote good content in addition to writing my own ideas that

I hope will help people improve their practice of management.

QP: Has blogging helped advance your career and opened doors? DZ: I was accepted into the portfolio of Influential Voices after I had es-

tablished myself as a conference speaker, author and an ASQ fellow. The

more appropriate characterization would be that blogging refined my ap-

proach and allowed me to target my interests and communicate more pre-

cisely. In general, writing has been beneficial. One of my articles published in

a local ASQ newsletter, for example, directly led to a series of postsecondary

instruction assignments for the next 11 years. When viewing blogging as

one of several modes or channels of communication, I can readily testify

that writing has helped advance my career and open doors.

MG: For me, blogging directly opened a door with the publisher of my

first book, Lean Hospitals: Improving Quality, Patient Safety and Employee

Engagement (Productivity Press, 2011). Becoming known as a blogger led to

that introduction, and having a blog demonstrated my willingness and abil-

ity—for what it is—to write.

JH: Probably. Even before blogging, my efforts online helped me get a job

at the Office of Secretary of Defense, Quality Management Office. I am not

sure you can point to blogging—or most things—as the definitive reason

something happens, but I think you definitely can increase your network via

blogging. Doing so increases your opportunities.

I believe blogging can be especially useful for consultants. Blogging al-

lows you to provide evidence that you have something to say worth lis-

tening to. It helps others, too, but consultants often need to make many

more sales (new clients and people attending seminars) compared to an

employee who usually gets new jobs much less frequently.

QP: What are the benefits of blogging? DZ: At first, I was inclined to view blogging as a way to propagate and dis-

tribute content. When used creatively, however, it can be an outlet for play-

ful jocularity. As a result, I enjoy injecting a few articles that some respective

journals and publications would decline to publish due to subversive or con-

troversial messages. If you can project expertise and a distinct personality

through an array of blog entries, you can give people a flavor of what you

are about in a way that does not come across in an article or presentation.

MG: Blogging (and podcasting) has been a great networking and career

opportunity for me. I didn’t realize that or have grand plans when I started.

I was just trying to share helpful information and ideas. Being able to inter-

view guests for a blog post or a podcast has been a great excuse to meet

and get to know many interesting people in the lean world. This helped me

build a relationship with Jim Womack, founder of the Lean Enterprise Insti-

tute, among others, and that helped create opportunities for the work I did

later with that organization.

The benefits of blogging are indirect. It’s not directly a business or a mon-

Real Time, Interactive and Dynamicby Daniel Zrymiak

Writing for publication is something I’ve done since I was

a university student more than 20 years ago. Where able, I

have used various channels of communication to pres-

ent studies, opinions, perspectives or general insights to

interested readers. Prior to the popularization of internet

blogging, I worked with editors and publishers for more

than two decades to submit, revise and deliver articles. In

most cases, these would be either a synthesis or exposition

of concepts I found personally interesting and wanted to

share with my peers.

ASQ is supportive of those who write and want to

have their work published in peer-reviewed magazines,

forums or journals. This activity is incentivized with recer-

tification credits for ASQ certification, award applications

and overall recognitions. As an organization, ASQ has

long recognized the value of encouraging members to

continually raise the level of discussion and advance the

quality issues of the day. (I recently found out that ASQ

will credit participants of the Influential Voices program

with recertification units characteristic of society com-

mittee work).

In our internet age, those who provide and receive

communication cannot be satisfied solely with passive

reading. Twenty-first century publication requires real-time,

interactive and dynamic modes of expression. By reducing

or removing the layers between concept and distribu-

tion, internet communications fulfill these expectations.

There are multiple formats to communicate, ranging from

individual emails or text messages to internet discussion

forums to a controlled portfolio of internet blog collections.

Having used many of these formats, I find internet

blogging provides the best control over the theme and

consistency of articles, and actually permits the author

to serialize articles to create progressive continuity. This

can help to refine a particular audience, and if certain

controls are activated, manage the discussions and

responses surrounding the content.

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The Benefits of BloggingTuesday, July 1, 2014, 12:01 am 5 comments

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Page 23: Quality progress

July 2014 • QP 21

eymaker, but again, being known from my blog has led to paid speaking and consulting

opportunities. Blogging is often part of a strategy I just learned about called “inbound mar-

keting.” It’s a strategy to have people find you because you’re creating compelling content

instead of doing push marketing, such as traditional advertising or sending out a ton of

flyers.

JH: One of the benefits I didn’t appreciate before I started was how blogging helps build

your knowledge and understanding—in the same way teaching helps you learn the topic

you are discussing in a deeper way.

I find myself more thoughtful and engaged with ideas because I think about how I can

build on those ideas in a blog post. When I start writing, I sometimes realize I don’t actually

understand the idea or topic as well as it seemed I did. So I must think about it more to be

able to understand it well enough to write about it.

QP: What tips or advice would you offer?DZ: Blogging is not a substitute for personal interaction, but it should come as close

as possible to providing a dynamic and interactive experience. Try to include a nugget of

wisdom or applicability that would create enough interest to be quoted and shared. Follow

the examples of authors such as Michael Lewis or Malcolm Gladwell, who dive into the

most common items to find the depth and breadth of interesting facts. Especially consider

Gladwell’s essay on ketchup and mustard at http://gladwell.com/the-ketchup-conundrum.

I don’t think blogging is for everyone, nor do I believe blogging is the full extent of what a

professional should do. I view blogging as one of several opportunities to engage and inter-

act with your fellow professionals and communities on the subject of your choice. It should

not be seen as something you must do, but rather as an opportunity that you get to have

through the advancement of technology and communications.

MG: It’s easy to get started with a blog on free hosting platforms such as www.blogger.com

and www.wordpress.com. Even if you use a free service, it’s important to get your own URL,

such as www.MyCoolBlogAboutLean.com (case sensitive) instead of a default URL, such as

myblogname.blogspot.com. When you have your own URL, you create your own brand, and

you can move your blog more easily to another platform or to paid hosting solutions.

JH: Do it. Write about a topic you are passionate about. If that topic mirrors your career,

that is great. You can gain benefits to your career, but if not, I would suggest writing about

something you care about and are interested in.

Commenting on other blogs, too, is a good way to engage with others thinking about the

same topics you are. It also might help you get into the habit of writing on the topic you will

blog about. Even though comments will likely be shorter than blog posts, it might be a useful

way to get started. It also can help you come up with ideas on what topics to write about.

The most common reason for the failure of blogs is that bloggers just give up. Many blogs

that are started don’t get updated after a few months. To give yourself a chance to make

blogging worthwhile for you, it’s important to write about something you enjoy. Then write

blog posts continuously for at least six months.

I don’t think is too important whether “continuously” means two or three posts a week or

once a month, although I think it should be at least once a month. The more frequent, how-

ever, the better the chances of success. After you get into the habit, I don’t think frequency

matters much at all, but to get started, I think a higher frequency of posting is useful.

Influential VoicesASQ’s Influential Voices group is a

collection of personal blogs produced

by 25 quality professionals and online

influencers who regularly comment

and share information on a host of

quality-related topics and ideas. The

bloggers come from all around the

world, including Australia, China, Ec-

uador, India, Malaysia and the United

States, and represent a wide range

of industries. Visit http://asq.org/

voice-of-quality to see the complete

roster of bloggers, short descriptions

of their backgrounds and links to the

respective blogs. To read ASQ’s blog,

visit http://asq.org/blog.

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The Benefits of BloggingTuesday, July 1, 2014, 12:01 am 5 comments

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Page 24: Quality progress

QP • www.qualityprogress.com22

After passing the ASQ certified quality process analyst exam in 2010, I thought it would be a great idea to have all the

notes and research I’d prepared for the exam online in a single place so it could be accessible anywhere and anytime I

needed it. I found out that a blog was a great tool. It was easy to set up and allowed me to do it in a free and fast way.

What I never imagined was that by sharing my posts on a few social networks, I could reach readers around the

world who started exchanging their knowledge, experiences and opinions with me.

After blogging for four years, I can tell you the benefits of writing are endless. Here are just a few real facts from my

experience:

• It allows you to reach people interested in the same field around the world. Today, I have about 7,000 worldwide

visits per month.

• Without too much effort, you can create what I call your own online quality network of professionals that gives you

visibility online. With more than 1,500 followers on Twitter and 360 connections on LinkedIn, it helps me share my

experiences and thoughts with an ever-increasing audience.

• By establishing an interesting interaction with your readers, it’s a win-win situation. I try to help my readers wherev-

er I can, answering their questions and sharing my thoughts. At the same time, they help me with their comments,

feedback and testimonials for my own professional development.

• It will open doors for you that you never thought you could open. In 2012, ASQ invited me to be part of its Influential

Voices group, where I contribute to a monthly discussion of key quality issues.

• It brings you satisfaction at all kinds of levels. One section of my blog called “XX vs. YY” focuses on resolving ques-

tions that I had about the differences between two concepts. For example—quality assurance vs. quality control. After

researching to find the answers and sharing them on my blog, I got incredible satisfaction knowing that people with

the same questions found my posts useful to understanding such differences and use them as references for training

in different organizations and prestigious universities in the United States, Italy and Argentina.

• It enhances your online presence, building your credibility and reputation by showing who you are, what your area

of expertise is, and how you think and act as a professional.

• With your commitment to writing frequently, blogging will help you keep yourself updated on all of the latest news

on your field of expertise.

Some people ask me: “I would like to start a blog, but I don’t know exactly what to write about. Do you have any

tips?” As I always say, the only rule to starting a blog is to write about your passion. Everybody has one: cooking,

fishing, yoga, construction, family, quality, engineering—you name it. It is that passion that you must let flow and be

captured in your blog posts. Everything else will come easily.

Regarding tips, I like to share with the readers my blogging commandments I wrote many years ago, which are still

true and useful. I used BLOGGING as a mnemonic to make things easier to remember:

• Be yourself, discover what your passion is and let it flow on your blog.

• Lean your blog. Keep it simple, fresh, professional and without waste.

• Overcome any bad and negative comments or critics. Think of them as great opportunities for improvement.

• Get focused on one specific audience.

• Grow a quality community.

• Interact with your readers.

• Network: Let the world know about you and your blog. You never know what doors that will open for you.

• Get moving and keep improving.

Cuban writer José Martí said: “Everyone to be complete has to plant a tree, have a child and write a book.”

With respect to Martí’s words, in this technological age we could replace the last part of the quote with “…and

write a blog.”

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Build Credibility and ReputationThursday, July 3, 2014, 9:46 pm 3 comments

by Jimena Calfa

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Page 25: Quality progress

July 2014 • QP 23

Blogging is a win-win endeavor. It establishes you as an active participant in the field you’re

working in, allows you to develop and manage your personal brand, gives you an opportunity to

stay updated about the things you love, and it lets you practice writing. And, I love being connected

to people who share my passion.

For me, blogging was a natural extension of journaling from a personal perspective and writing

about how my career developed. I’ve always maintained notebooks of thoughts and stories, and

even started out as an undergradate student writing copy for people to listen to while they were

on hold. There’s a message or story always worth sharing.

I can remember my first website, which was registered in 2000. My husband and I wanted to

digitally store photos and post updates about our lives to share with family and friends around the

world. That site still follows our lives to this day, although my attention to content development has

shifted to more professional efforts over the years. In 2010, I put up ijenn.me as a way to establish

a personal brand, but more to have a voice about matters I was personally passionate.

Not long after ijenn.me went up, I pitched value creation through content to my employer and

am still fortunate to manage that component of our business. Currently, I manage three blogs, a

few Facebook and LinkedIn pages, and more. It’s fun, and it’s a sure way to never stop learning.

As an adjunct instructor, my students consistently ask what they can add to their résumés to

make them look more established. My best answer here is blogging, in addition to more active

networking and association participation. Employers will Google you, so managing what they find

can determine whether you get a call back.

Anyone can blog. I recently developed and conducted a workshop on managing online presence.

As a lover of all things quality, of course I used the plan-do-check-act cycle to explain how success

can be achieved here. In a nutshell:

Plan: I’ve noted that people often underestimate the time required to actively manage a blog or

other social media efforts. I always suggest planning a reasonable amount of time you can dedicate

per day or week, even if it’s only a few minutes. Being inactive can sometimes be worse than

not being there at all. It can be difficult to establish an exercise routine, but the benefits drive us

forward. I think of blogging as exercise for the brain, and it’s also professional development.

Do: Following a schedule can be challenging, but most things worthwhile require some level

of effort. Writer’s block is a terrible thing, and I’m sure I’ve dreamed of blinking cursors at least

once or twice, but, I can usually find ideas in current events or by reading other blogs or discussion

boards. I just try to express myself and stand by my guiding principle to always be professional and

respectful of others’ opinions.

Check: I will absolutely admit that I Google myself, and I encourage others to do the same.

I’m even crazy enough to recommend setting a quarterly calendar reminder. Even if you’re not

looking for a job, you must know what’s showing up on the first page of search results—if anything

shows up at all. I’ll admit, too, that I have a search engine optimization edge with the last name

“Stepniowski.” I also make it a point to look over profiles and privacy settings regularly to keep

things fresh and be more proactive with managing everything.

Act: If I’m looking for inspiration or just have a few extra minutes, I’ll look over my older content.

It never fails that I notice something that could have been written better, or note information that I

later discovered would be a great addition to the piece. It’s a continuous learning and improvement

process, just like anything else.

Writing evolves as we evolve as individuals. Blogging is an amazing opportunity to watch this

happen. I smile sometimes when I think about what my kids or grandchildren will say one day

when they come across my stuff: “That crazy quality lady …” QP

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More Active NetworkingTuesday, July 15, 2014, 3:30 pm 6 comments

by Jennifer J. Stepniowski

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Biographies JIMENA CALFA is a quality software engineer from Argentina. She holds a bachelor’s degree in information systems engineering from National Technological University, Cordoba – Argentina. She is a senior ASQ member and an ASQ-certified software quality engineer and quality process analyst. She blogs at “Let’s Talk About Quality” at http://onquality.blogspot.com and “Opportunities for Improvement” at onofi.blogspot.com.

MARK GRABAN is an author, consultant, speaker and entrepreneur in the field of lean healthcare and is vice president of innova-tion and improvement services at KaiNexus in San Antonio, TX. He earned master’s degrees in mechanical engineering and busi-ness administration from the Massachusetts Institute of Technology in Cambridge, MA. He blogs at www.leanblog.org.

JOHN HUNTER has worked to improve management and software development at the Quality Management Office of the Office of the Secretary of Defense and the White House Military Office. He is the author of Management Matters: Building Enterprise Capability, the “Curious Cat Management Improvement” blog at http://management.curiouscatblog.net, and the “W. Edwards Deming Institute“ blog at http://blog.deming.org.

JENNIFER J. STEPNIOWSKI is communica-tions director at Pro QC International and an adjunct professor of marketing and management at Hillsborough Community College in Tampa, FL. She holds an MBA from the University of South Florida and is an ASQ-certified manager of quality and organizational excellence. Stepniowski is an ASQ senior member and education chair for Section 1508. She blogs at “Quality Time” at http://ijenn.me.

DANIEL ZRYMIAK is a mobilization lead at Accenture in Vancouver, British Columbia. He holds a bachelor’s degree in commerce with honors in marketing from the Univer-sity of Saskatchewan in Saskatoon. Zrymiak is an ASQ fellow and an ASQ-certified quality auditor, hazard analysis and critical control points auditor, biomedical auditor, engineer, manager, Six Sigma Black Belt and software quality engineer. He is also a QMI Canada-certified environmental management systems lead auditor and quality systems lead auditor. Zrymiak is an ASQ Quality Press author and reviewer, member leader and active with the Quality Management Division’s finance and governance technical committee. He blogs at “AQualitEvolution” at http://qualitevolution.blogspot.ca.

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Page 26: Quality progress

MAKINGCONNECTIONS

Tips for networking your way to the career you want

by Marshall Brown

Page 27: Quality progress

BUILDING RELATIONSHIPS, GETTING involved, letting

other people know about what you have to offer and creating a successful net-

work is critical to your professional development. Whether you are in the midst

of a job search or not, take the time now to develop your network.

Networking isn’t easy for a lot people. Keep in mind that you should do

what is right and comfortable for you. To overcome the fears or reservations

associated with the process, here are some suggestions that can be useful in

helping you build your network:

Be authentic. Don’t be concerned about what others might think. Being

yourself is sometimes difficult, but you owe it to yourself to try. Be real—don’t

try to be someone you’re not. Let people see and get to know the real you.

Know what you have to offer. Begin conversations with people and tell

them what you have to offer. Be bold and fearless. Speak intelligently and have

interesting things to say about topics such as you, your profession or current

events.

Have a 30-second elevator speech ready. This is a quick marketing re-

sponse for the frequently asked question: “What do you do for a living?” Quality

professionals often overlook the importance of adequately answering this ques-

tion. Your response should clearly describe what you can do for an employer

and the career opportunities you seek. Remember,

you are in a selling position—and you are the prod-

uct. Why should an employer hire you? What do you

offer that others don’t? As a leader, what successes

have you had?

Avoid closed-ended questions. Try to get the

other person to talk, and truly listen to what he or she

is saying. Instead of asking, “Do you know anyone

who … ?” ask, “Whom do you know that … ?” This

will allow for discussion and problem solving instead

of a one-word response that halts conversation.

CAREERS

In 50 Words Or Less • Whether you’re search-

ing for a job or not, building a network of professional connections is important for career development.

• Leveraging tips to make the networking process go smoother can help you make valuable pro-fessional connections at conferences and events.

• Perfect your LinkedIn profile to help expand your network even fur-ther.

MAKINGCONNECTIONS

July 2014 • QP 25

Page 28: Quality progress

QP • www.qualityprogress.com26

Use active listening skills. When the other person is

talking, do not be considering your response in your head.

Instead, just listen. Look into the speaker’s eyes and give

verbal and nonverbal clues that you are listening and under-

standing.

Don’t go alone. How about inviting someone you know

to go along with you to a networking event? This way, at

least you will know one person, and you won’t be alone.

Make a plan to each meet two or three new people. Turn it

into a game: “You meet two, and I will meet two. We’ll intro-

duce each other’s two, so we’ll each know four.” Throughout

the event, check in with each other. Support each other, and

reward yourselves for going to an event and meeting new

people.

Start small. If you are uncomfortable with large events,

try starting with some smaller networking opportunities.

This may mean getting involved with an association or group

and serving on a council or committee, which tend to have

smaller, more intimate meetings. Get to know some people

that way so when you go to the larger events, you already

know people.

Don’t come across as pushy. People sense desperation

and neediness. It doesn’t work, and it doesn’t engage people.

Don’t be overly aggressive, follow people around and talk in-

cessantly about what you have to offer. And definitely, don’t

just walk around passing out your business cards. Network-

ing is not about how many cards you can hand out. It’s about

developing relationships.

Contribute something. Great networkers don’t just go

to events (small or large) to promote themselves. They also

go to contribute something to the people they meet. Be sure

to know what you can contribute and listen to what others

need. Just like you, others might be going to an event to

meet additional contacts. Perhaps you have a great contact

you can share. Maybe you know of a person who can help

someone solve a problem.

Share your information. Consider how you might help

others you meet. The old adage, “What goes around, comes

around” is true. You may not get immediate help, but oth-

ers will remember that you helped and will speak highly of

you. Your reputation will grow and others will seek you out

to help make connections and get information. Without a

doubt, you’ll be top of mind when someone discovers your

perfect job.

Conference connectionsNetworking at conferences can be a particular challenge, es-

pecially if you are a first-time attendee or a new member of

the organization. For some individuals, attending a confer-

ence is the only connection they make during the year with

their association. Or perhaps you haven’t developed your

networking skills yet. Between the education sessions, the

exhibit floor expo and all the other events, it can be over-

whelming and tiresome. But even for an extrovert (who typi-

You’re likely already familiar with LinkedIn,

a networking website for professionals. It

is mainly used for professional networking,

rather than as a fun, social site, like Face-

book. LinkedIn has more than 200 million reg-

istered users with two new users per second

in more than 200 countries and territories.

Many people use LinkedIn for job search

purposes, but it has several other benefits.

It allows you to build your

personal brand, enhance

your Google presence and

increase your ability to find,

communicate and connect

with the right contacts. It

also can act as your portfolio—a valuable ad-

dendum to your résumé.

Executives from all Fortune 500 compa-

nies are on LinkedIn. According to a June

2011 report, 59% of professionals who are

active on social networking sites say that

LinkedIn is their platform of choice.1

Knowing this, there’s no question LinkedIn

can help you to leverage the power of your

network by connecting you to the people

you want to know and the people those

people know. So, while LinkedIn is great for

job search, it should be part of your ongoing

professional development. If you’ve only used

it for job search, or if you’ve never used the

site before, it can be difficult to navigate the

myriad available options. Here are nine tips

for creating a LinkedIn profile that gets the

attention you want:

1. Post a picture of yourself—not an image

of something else. Remember, these

pictures are small, so ensure the photo

mainly captures your face. Think “head-

shot,” not “me on a mountain.”

2. Your professional headline should reflect

your experience and potential, not your

current job title. For example, “orga-

nizational expert,” not “administrative

assistant.”

3. In the summary section, tell your story

using the challenge, action and results

(CAR) formula. Write five or six brief stories

about a challenge you faced, the action

you took and the resulting outcome. Pro-

vide engaging information to make people

more interested in you. Write your profile

in the first person and keep it professional.

This is not the place for jargon and clichés.

Show your unique value as a potential

employee, expert and as a person others

in the field should know. Remember, you

get 2,000 characters—use them all.

ADD SPARKLE TO YOUR LINKEDIN PROFILE

Page 29: Quality progress

July 2014 • QP 27

cally fits into a large event easier than an introvert), network-

ing is a necessary skill for your professional development. Tips

to keep in mind when attending conferences include:

Be active. Be an active participant in seminar discussions.

Be willing to initiate, facilitate or report on behalf of your small

discussion groups.

Continue the discussion. At the end of seminars that in-

terested you, ask the group if anyone would like to continue

the discussion during a break or over dinner. Meet with any-

one who indicates interest, and have a professional discussion

on the topic. Remember to be willing to share what you know

while also respecting others’ expertise and opinions. Find out

as much as you can about the professional interests and exper-

tise of the people you meet without coming across as pushy.

Exchange business cards. Be sure to exchange business

cards with people you meet. Print stickers for the back of the

business cards you take to the conference that say, for ex-

ample, “We met at ASQ’s conference in _____.” The person to

whom you hand your card might not think to do the same, and

it will remind him or her how you met. Or, write the topic you

discussed on the business card before handing it over. Again,

this will jog the person’s memory.

Reconnect post conference. On the business cards you

collect, make notes about any new acquaintance’s interests

and expertise. Email contacts the week after the conference to

say how much you enjoyed the discussion—but don’t ask for

business or a job. Follow up with another email several weeks

or months later with a question that interests you on a topic in

which he or she has expertise. Remember to include a reminder

about how you met. See if this develops into a conversation. For

anyone with whom you exchange emails, follow up on discus-

sions that pertain to your long term or short-term goals.

Remember the exhibitors. Introduce yourself to selected

exhibitors and express your interests to them. Leave a busi-

ness card so they can help connect you with others with simi-

lar interests.

Never eat alone. As much as you may want to recharge,

meals are the best opportunities to make connections.

Have fun. The most important part of networking is to

have a good time. Look at it as a great way to meet new people,

engage in conversations and to show passion about the person

you are and what you have to offer. Set a goal.

Challenge yourself. Yes, it might be uncomfortable. You

might not have answers to all the “what ifs” before going into

a room. But by stepping through the door, you will learn more

about yourself and what you have to offer. What a wonderful

gift that can be. QP

CAREERS

MARSHALL BROWN is an executive leadership coach, and founder and CEO of Marshall Brown and Associates in Wash-ington, D.C. Brown has a bachelor’s degree in psychology from the University of Pittsburgh.

4. In the experience section, don’t just post

your résumé, but flesh it out with detail.

This is a place to reinforce your brand and

value proposition. Tell why an employer

should be interested in you. Tell stories.

What benefits do you offer? Again, turn

to the CAR formula as a framework. This

is also the best place for search engine

optimization, so use common keywords

in your job titles to ensure people find

you. LinkedIn lists you higher in the search

results if keywords show up multiple times

in this section.

5. Ask for recommendations. Recommenda-

tions can provide excellent content to cre-

ate a powerful summary statement. Hint:

If you give, you are more likely to receive.

6. Don’t forget the skills section. You can

list up to 50 skills here. Dig deep and list

everything you know that is relevant to

your professional life. What computer

programs do you know, especially ones

the average person wouldn’t know? Are

you a good writer or editor? Are you good

with numbers, even though you’re not an

accountant? Put that in.

7. List your Twitter handle to help engage

readers further. Remember to post rel-

evant information in the interests section,

and complete the honors and awards

portion.

8. Have you ever looked at the LinkedIn

groups directory? This allows you to find

communities of professionals who share

a common experience, passion, interest,

affiliation or goal. Find a group that’s right

for you and network.

9. Last, but not least, edit your profile URL

into a vanity URL so you can put it on a

résumé or a business card, such as www.

linkedin.com/in/marshallbrown.

What does it take to have a fabulous

LinkedIn profile? Make your profile robust us-

ing the CAR formula, showcase your achieve-

ments and add recommendations. When

you’re done creating, check back often and

read your emails to add and accept contacts,

update your profile regularly and participate

in conversations among members of your

network. Follow these tips and people will

not only know of you, but they’ll also know

who you are. —M.B.

REFERENCE1. Performatics, “New Social Media Study: Nearly 60% Say

LinkedIn is Most Important Social Network Account,” June 7, 2011, www.performics.com/new-social-media-study-nearly-60-percent-say-linkedin-is-most-important-social-network-account.

Page 30: Quality progress

Evaluate the potential of a process before establishing

process control

Page 31: Quality progress

July 2014 • QP 29

PROCESS CAPABILITY

QUALITY MANAGEMENT literature has devoted consid-

erable effort over the years to the task of understanding and measuring

process capability.1, 2 Process capability is defined as the best distribution

a process can produce given its present design at a given point in time.3

Currently, the accepted process capability analysis entails two stages:

• Establishing process control.

• Comparing process performance to customer requirements by

calculating a process capability index.4

Figure 1 (p. 30) shows process capability analysis and improvement

can be performed only on a process in statistical control. Applying pro-

cess capability to processes that are not in statistical control can result in

unreliable estimates of process capability.5

We agree process capability is unreliable

when measured from an out-of-control (OOC)

process; however, we believe even OOC pro-

cesses must consider customer requirements.

Neglecting customer requirements until systems

are in a state of statistical control can be time

consuming and expensive.

Although it goes against the conventional

wisdom that the determination of process control

and process capability should be done sequen-

tially, the concurrent assessment of control and

capability is a practical and useful process assess-

ment tool.

In 50 Words Or Less • Traditionally, process

capability analysis involves establishing process con-trol and then comparing process performance to customer requirements.

• A new approach proposes that before quality prac-titioners spend consider-able time and resources to establish process control, they should determine whether the process has the potential to meet cus-tomer requirements in the first place.

by C. Steven Arendall, Andrew A. Tiger and Kevin W. Westbrook

Page 32: Quality progress

QP • www.qualityprogress.com30

Consequently, we propose an additional way of

looking at process capability analysis based on evalu-

ating the potential of the process. For a process not in

statistical control, Figure 2 shows an additional check

based on potential.

This check is based on a practical question: If the

process was in control, would it be capable of meet-

ing customer expectations? If not, the system should

be redesigned without exerting the additional effort to

establishing control. Some processes—regardless of

being in statistical control—will never meet customer

expectations.

To illustrate, consider the (in)famous New York

Mets and New York Yankees manager, Casey Sten-

gel, and his discussion with reporters concerning two

young baseball players on his team:

“See that fellow over there? He’s 20 years old. In 10

years, he has a chance to be a star. Now, that fellow

over there, he’s 20 years old, too. In 10 years, he has a

chance to be 30.”6

Failure to identify processes that will never meet

customer expectations—even when in statistical con-

trol—adds unnecessary time and effort.

Measuring potentialMeasuring a process’s potential requires performing

a what-if analysis. Consider a process not in control.

Before actually detecting and eliminating assignable

causes, which take time and effort, we propose the

following what-if question: What if assignable causes

were found and removed? If so, OOC points could be

eliminated, and potential process statistics—specifi-

cally, the process standard deviation and process aver-

age—could be estimated.

For statistical validity and to provide an adequate

representation of the process over time, experts rec-

ommend at least 25 subgroups be used in formulating

initial control limits.7 Therefore, we advise taking 50

samples, or subgroups, to begin. After the initial con-

trol limits are calculated and OOC samples are iden-

tified, the iterative task of removing OOC points and

recalculating the limits ensues.

Hopefully, the end result will leave at least half of

the points in statistical control. If not, this process ar-

guably is so inconsistent that establishing estimates

of process variability is unreliable. Or, it could be the

sampling method used does not accurately reflect

the chance variation that exists in the process. Both

of these potential causes should be examined before

Current relationship between process control and process capability / FIGURE 1

Detect and attemptto eliminate

assignable causes.

Measure processcontrol.

Incontrol?

Process capabilityanalysis.

Yes

No

Incontrol?

Haspotential?

Detect and attemptto eliminate

assignable causes.

Measure processcontrol.

Processcapability.

Measureprocess

potential.

Systemredesign.

No

No

Yes

Yes

Proposed relationship between process control and process capability / FIGURE 2

Page 33: Quality progress

July 2014 • QP 31

proceeding with estimating process standard deviation

and process average.

For this article, the potential process standard

deviation is defined as σ’. Similarly, we define the po-

tential process average as X=’. The capability index, or

Cpk

—initially developed with Ford Motor Co.—has

undergone several permutations over time. In general,

the most commonly accepted formula for Cpk

is the

difference between the process average (X=

) and the

specifications, divided by three times the estimated

process standard deviation.8 Using σ’, the potential

process capability index (Cpk

’) can be calculated as

follows:

Potential process capability

ratio, Cpk

’ = MIN .

If Cpk

’ is acceptable (that is, the minimum value is

at least greater than one), the process has potential,

and the act of detecting and eliminating assignable

cause should continue. If not, however, the process

will never meet customer expectations even if in con-

trol; therefore, the system should be fundamentally

redesigned.

Directing quality improvement strategiesThis article offers a change in the two-stage process

improvement strategy of establishing process control,

followed by determining process capability. The re-

vised process, as shown in Figure 2, offers an evalua-

tion of the potential of the process prior to establishing

process control.

Now, we will expand on this new quality improve-

ment process by suggesting that at any time, four sce-

narios exist based on process control and potential

process capability (see Table 1). Depending on the

specific zonal quadrant a process falls within, different

quality management actions are appropriate.

If a process is running in statistical control and is

capable of meeting specifications, for instance, it is

classified as a zone-one process, in which case a cost-

effective approach might be to reduce inspection au-

dit because there are no quality management actions

necessary.

We realize that as part of a focus on continuous im-

provement, redesigning the system or retooling would

likely reduce process variability in any of the cases,

but we have assumed meeting the specifications is an

acceptable definition of process quality levels.9

If a process is a zone-two process, however, statis-

tical process control (SPC) and lot-by-lot acceptance

sampling will improve quality. For a zone-three pro-

cess, SPC and lot-by-lot acceptance sampling will not

improve process output because the process output

is already consistent (that is, in statistical control). In

the case of a zone-three process, specifications should

PROCESS CAPABILITY

Is the process potentially capable of meeting

specifications?

Is the process in statistical control?

Yes No

Yes Zone 1 Zone 2

No Zone 3 Zone 4

Four process control and potential process capability scenarios / TABLE 1

Zone 1 Zone 2 Zone 3 Zone 4

100% inspection X X X

Lot-by-lot acceptance sampling X X

Statistical process control X X

System redesign X X

Specification review X X

Reduced inspection audit X

Quality improvement actions and where they apply / TABLE 2

{USL –X=’ X

=’– LSL}

3σ’ , 3σ’

”See that fellow over there? He’s 20 years old. In 10 years, he has a chance to be a star. Now, that fellow over there, he’s 20 years old, too. In 10 years, he has a chance to be 30.”

Page 34: Quality progress

QP • www.qualityprogress.com32

be reviewed to see whether they are appropriate or the

system must be redesigned or retooled. For a zone-four

process, any quality improvement actions will be help-

ful. Table 2 (p. 31) summarizes quality improvement ac-

tions based on zones.

Technique exampleThis evaluative and prescriptive technique could be

used for vendor analysis or to examine in-house pro-

cesses. In fact, the development of this concept came

from work with a major U.S. food manufacturer look-

ing for a way to classify its suppliers’ process perfor-

mance and output and, more importantly, to direct

these suppliers to the appropriate corrective action

when necessary.

The company invited its top 25 suppliers to partici-

pate in a vendor assessment and assistance program.

Process data were collected from these suppliers.

Based on the degree of statistical control and their po-

tential capability of meeting the current specifications,

the vendors were placed into one of the four quad-

rants. Those that did not fall in the zone-one quadrant

met with the food manufacturer to discuss where they

were and how they could improve quality.

More than a handful of these vendors were catego-

rized as zone two. None of these zone-two operations

had SPC systems in place, but several were planning

to buy new equipment to address their quality prob-

lems. Of course, they were encouraged to invest in

SPC training and implementation instead. In all but

one case, these zone-two vendors moved to zone one

by using SPC.

Conversely, it was interesting that at least two of

the vendors that were in the zone-three quadrant had

planned to spend money for extensive SPC training.

Instead, they were convinced to first invest in new

process technology, which resulted—in both cases—in

their being able to meet the specifications consistently

and save a lot on material that had previously been

returned, only to be scrapped. In another zone-three

case, a discussion with the manufacturer resulted in a

loosening of unnecessarily tight specifications, which

moved it to the zone-one classification without it

spending a penny.

Challenges and future researchFrom working with organizations, we are aware these

process potential assessments are already being done

by quality management practitioners, but believe this

practice should be explored further.

One of the most obvious challenges is based on the

assumption that OOC points can be eliminated. This

is not a trivial assumption and requires quality man-

agement to make a decision based on an uncertain

future. Fortunately, creative problem-solving tech-

niques—such as Pareto charts and cause-and-effect

diagrams10—exist to address this issue.

This evaluative and prescriptive technique could

be used for vendor analysis as well as to examine in-

house processes. It offers a way to examine whether

processes are doing as well as they are capable of do-

ing. The assessment can guide users to appropriate

corrective actions and continuous improvement. QP

REFERENCES1. Daniela Marzagao, “Cp, Cpk, Pp and Ppk: Know How and When to Use Them,”

iSixSigma, Feb. 26, 2010, http://isixsigma/tools-templates/capability- indices-process-capability.

2. Thomas Pyzdek, The Six Sigma Handbook, revised and expanded edition, McGraw-Hill, 2003.

3. K. Lai Chan, Smiley W. Cheng and Frederick A. Spiring, “A New Measure of Process Capability: Cpm,” Journal of Quality Technology, Vol. 20, July 1988, pp. 162-175.

4. William J. Stevenson, Operations Management, 11th edition, McGraw-Hill, 2012.

5. Pyzdek, The Six Sigma Handbook, revised and expanded edition, see refer-ence 2.

6. Ira Berkow and Jim Kaplan, The Gospel According to Casey, St. Martin’s Press, 1992, p. 23.

7. Eugene L. Grant and Richard S. Leavenworth, Statistical Quality Control, sixth edition, McGraw-Hill, 1988, pp. 122-125.

8. Marzagao, “Cp, Cpk, Pp and Ppk: Know How and When to Use Them,” see reference 1.

9. Philip B. Crosby, Quality is Free, McGraw-Hill, 1979.10. Pyzdek, The Six Sigma Handbook, revised and expanded edition, see

reference 2.

C. STEVEN ARENDALL is a professor of management and MBA program director at Union University in Germantown, TN. He holds a doctorate in manage-ment from the University of Tennessee in Knoxville.

KEVIN W. WESTBROOK is a professor of marketing at Union University. He holds a doctorate in marketing from the University of Memphis in Tennessee.

ANDREW A. TIGER is a professor of management at Union University. He holds a doctorate in industrial engineering from the University of Houston.

PROCESS CAPABILITY

Page 35: Quality progress

WHETHER YOU’RE STARTING a new job or discussing a raise, every negotiation starts with current salary rates. In other words, what are people earning? Help us figure that out by completing the 2014 QP Salary Salary online today. In December—just about the time for year-end reviews—we’ll publish the most current salary data for quality professionals. Visit www.asq.org/2014-qp-salarysurvey and follow the link to the survey, which is open the entire month of July. Remember, the survey is completely anonymous. No one will ever know how much you make. But it will let you know what others—on your level with sim-ilar backgrounds and qualifications in your particular area of expertise—are making. And the more people who take the survey, the more accurate the results will be. After you’re done with the questionnaire, you can enter to win one of five $50 Amazon cards as a thank you for completing the survey and contributing to the report.

QP SALARY SURVEY

20

14

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Page 36: Quality progress

Necessary

In 50 Words Or Less • Learn the difference

between standard and expanded gage repeat-ability and reproduc-ibility (R&R) studies and how expanded gage R&R helps clarify measurement system variation.

• A case study shows the capability of a mea-surement system and the main sources of variation at a manufac-turing facility serving wind and solar power industries.

Expanded gage R&R to detect and control measurement system variation

by Louis Johnson and Maureen Deaner

MEASUREMENT SYSTEM analysis (MSA)

is a key component of continuous efforts to establish,

improve and maintain system quality. MSA helps you iden-

tify problems with a measurement system and determine

measurement system capability to provide the data needed

to be successful. But can a standard gage repeatability and

reproducibility (R&R)

study appropriately

| | | || | | | || | | | || | | | || | | | || | | | || | | | || | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | || | | | || | | | ||Measures | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | || | | | || | | | ||

Page 37: Quality progress

Necessary

July 2014 • QP 35

METROLOGY

| | | || | | | || | | | || | | | || | | | || | | | || | | | || | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | | || | | || | | | || | | | ||

assess your measurement system?

Common gage R&R studies assess the effects of

two factors—operator and part—on variation in a

measurement system. For some systems, however, the

effects of operator and part are not enough to provide

a complete understanding of the measurement. Adding

a third variable to the standard study, commonly the

gage, is often required.

When three or more factors are involved in the

analysis, the study is known as an expanded gage R&R.

The third factor is key to understanding the system in

the following two scenarios:

1. A manufacturer of gas chromatography columns

uses a bank of 28 chromatographs (gages) to test

each column in final inspection to ensure perfor-

mance is to specifications.1 Faced with an unaccept-

ably high reject rate, the quality manager conducts

an expanded gage R&R study that includes the

chromatograph, operator and part. The calculated

percent tolerance—the portion of the specification

range that is taken up by measurement variabil-

ity—is 47%, which clearly reveals the problem. After

improving the calibration procedure to calibrate the

chromatographs to one standard, rejects are re-

duced by 60%.

Page 38: Quality progress

2. A machine shop produces stainless steel resistance

coils for the medical device industry. Customers require

verification of the capability of the machine shop’s di-

mensional measurement systems. The coils are flexible

and require skill to measure them without compressing

them. Also, measurement technicians in the machine

shop use dozens of gages, so a standard gage R&R

would not demonstrate capability. The shop conducted

an expanded gage R&R, which included operator, part

and gage. The total gage R&R percent study variation—

the ratio of the measurement variability to variation in

the overall study—was much less than 10%, which met

customer requirements and the manufacturer’s quality

standard.

In these two examples and hundreds more like them,

an expanded gage R&R is necessary to properly assess the

measurement system.

Standard and expanded gage R&RThere are four main differences between a standard and

expanded gage R&R study:

1. The expanded study allows factors such as gage, lab or

location to be evaluated in addition to operator and part.

2. The interactions of the additional factors with operator

and part are evaluated.

3. Missing data points are accommodated in the analysis

for an expanded study, but not for a standard study.

4. Because the sampling plan for the expanded study

quickly grows beyond a reasonable size, reducing the

sample size of at least one variable is typically required.

For example, reducing the number of parts from 10 to

five is a common approach.

Sample size reduction for an expanded gage R&R

study also reduces another important consideration—the

cost of the study.

Reducing the sample sizeA standard sampling plan of three operators measuring

10 parts twice results in 60 measurements and 30 repli-

cates that are used to estimate instrument repeatability.2

The repeatability estimate is a key result of a gage R&R.

Duplicating this standard plan three times (once for each

of three gages) results in 180 measurements and 90 rep-

licates. This is usually considered an unacceptably high

number of measurements. Also, a reliable estimate of re-

peatability typically requires only about 35 replicates.3 A

key part of planning your expanded gage R&R study is

deciding how to modify the sampling plan to a more man-

ageable size. There are several ways to reduce the sam-

pling plan and still provide enough data to estimate the

variance components of interest:

• If a key goal of the study is to compare two operators or

gages, the gage or operator is considered a fixed effect.

Many measurement systems use only a few operators

or gages. If so, this approach is appropriate, and using

only two gages or operators will reduce the total num-

ber of measurements to 120.

• The standard sampling plan measures 10 parts repre-

sentative of normal process variation to properly calcu-

late the number of distinct categories and the percent

study variation, which are important estimates of the

capability of the measurement system. Two other mea-

sures of the capability of the measurement system—

percent tolerance and percent process variation—do

not require this estimate of the normal process varia-

tion. If one or both of these capability measures are

the main goal of the study, the number of parts can be

reduced to five or fewer. This would greatly reduce the

total measurements required while still retaining key

results from the study.

• The number of times a replicate measurement is taken

QP • www.qualityprogress.com36

Data collection plan for the study / FIGURE 1

• 10 sensors are randomly selected to represent the typical process.• 2 operators represent a random sample of all possible operators.• 6 gages represent a random sample of all possible gages.• Each operator will measure each sensor with each gage twice.• Response-directional current (milliampere) measuring wind direction.

Sensor 1

Operator 1

Operator 2

Gage 1

Gage 2

Gage 3

Measure 2

Measure 1

Gage 4

Gage 5

Gage 6

Page 39: Quality progress

July 2014 • QP 37

on a particular gage, operator or part combination can

be reduced by as much as 50%, and the study will still

collect enough replicate measurements for a precise

estimate of repeatability. For example, measuring

twice for only 45 of the 90 gage, operator or part com-

binations will reduce the total number of measure-

ments from 180 to 135 while still providing 45 repli-

cates to estimate repeatability.

Expanded gage R&R case study Renewable NRG Systems in Hinesburg, VT, has manufac-

tured products that help customers measure and better

understand the renewable energy resources that serve

the wind and solar energy industries since 1982. Its cus-

tomers range from turbine manufacturers to electric

utilities and renewable energy researchers.

Renewable NRG Systems built six gages to monitor

its turbine control products to tight process specifica-

tions. The goal of their study was to determine the capa-

bility of the measurement system and the major sources

of measurement variation. Names of variables and data

units have been changed for proprietary reasons, but the

analysis and conclusions remain the same as in the origi-

nal study.

The data collection plan for the expanded gage R&R re-

quired that two operators measure 10 sensors on each of

the six gages. They completed these measurements twice,

for a total of 240 measurements. The response was direc-

tional current used to identify wind direction. In many

studies, the 240 measurements might exceed the budget,

but the electronic measurements were economical and

fast enough that the data collection plan was acceptable,

especially given the importance of the study. A schematic

of the data collection plan is shown in Figure 1.

Data analysis and results In a standard gage R&R analysis, the variation due to the

following factors is estimated:

• Part.

• Operator.

• Operator x part interaction.

• Repeatability.

In the expanded study analysis, the variation due to

the following additional factors is also estimated:

• Gage.

• Gage x part interaction.

• Gage x operator interaction.

Both studies rely on a random effects analysis of

variance (ANOVA) approach to estimate the variance

components as shown in the Automotive Industry Ac-

tion Group Measurement Systems Analysis Reference

Manual.4 Step-by-step instructions for analyzing an ex-

panded gage R&R study are detailed in L.A. Johnson’s

white paper, “How to Design, Analyze and Interpret the

Results of an Expanded Gage R&R Study.”5

The ANOVA output for the directional current study

is shown in Table 1. The F-tests for the statistical signifi-

cance of each of the effects (except repeatability) indi-

cate sensor, gage and the operator x gage interaction are

each statistically significant. The statistical significance

of the sensors indicates the parts used in this study are

different from one another, but this is not physically im-

portant because sensors are not a part of the measure-

ment system variation that is of interest in this study.

As with most gage R&R studies, the relative size of the

variance components is important for indicating which

sources have the greatest contribution to overall mea-

surement variation. The variance components calculated

from the ANOVA, and shown in Table 2 on p. 38, indi-

cate the inherent repeatability of the instrument and the

gage-to-gage variation accounted for 2.23% and 5.86% of

the overall variation, respectively. These are the largest

contributors to the measurement variation and should

be addressed with the highest priority. Also, while the

operator x gage interaction is statistically significant, its

variance component is not large enough to be of concern

from a practical perspective.

Table 2 indicates two ways to improve the precision

of the measurement system:

1. Variability from one gage to another, shown in Fig-

ure 2 on p. 38, is the greatest source of measurement

METROLOGY

Source DF Adj SS Adj MS F-statistic P-value

Sensor 9 6.169921 0.685547 927.65 0.000

Operator 1 0.009792 0.009792 3.67 0.121

Gage 5 0.381223 0.076245 25.54 0.001

Sensor x operator 9 0.005085 0.000565 0.80 0.615

Sensor x gage 45 0.039546 0.000879 1.25 0.161

Operator x gage 5 0.014055 0.002811 3.99 0.002

Repeatability 165 0.116283 0.000705

Total 239 6.735905

ANOVA = analysis of variance Adj SS = adjusted sum of squares

DF = degrees of freedom Adj MS = adjusted mean square

ANOVA table with all terms / TABLE 1

Page 40: Quality progress

variation. Calibrating all six gages to a single standard

and operating them in the same environment, with the

same procedure, will help keep the six gages consis-

tent.

2. Improving the consistency of each gage, the way the

measurement is read, electronics, fixturing the part

and other factors will improve their repeatability and

therefore the measurement precision.

Measurement system capabilityThe percent tolerance ratio6 (the proportion of the cus-

tomer’s specification range that is taken up by the mea-

surement system variability) is calculated as:

6 * (variance of the measurement system)1/2 x 100

(upper specification – lower specification).

In this study, the range of the upper and lower specifi-

cation was 2 milliampere, and the resulting percent toler-

ance was 6 x (0.0027380)1/2 x 100 / 2 = 15.7%. This is well

below 30%, the typical upper limit for percent tolerance.

The measurement system, therefore, is capable of deter-

mining whether parts are within the specifications for

the supplier and the customer.

The expanded gage R&R study provided a compre-

hensive assessment of the measurement system for the

directional current measurement. While the percent

tolerance of 15.7% indicates the measurement system

is capable, the precision of the measurement can be im-

proved by minimizing gage-to-gage differences and varia-

tion within gages.

A standard gage R&R cannot adequately assess the

capability of many measurements when other vari-

ables also have an important role in the measurement

system. When a standard study is not enough, an ex-

panded gage R&R is the right tool to comprehensively

characterize your measurement system and determine

its capability. QP

REFERENCES1. L.A. Johnson and S.P. Bailey, “Implementing an Expanded Gage R&R Study,”

proceedings from the ASQ World Conference on Quality and Improvement, May 2013, Anaheim, CA.

2. Measurement Systems Analysis Reference Manual, third edition, Automotive Industry Action Group, 2003.

3. Y. Zuo, “Effect of Sample Size on Variance Component Estimates in Gage R&R Studies,” Minitab white paper.

4. Measurement Systems Analysis Reference Manual, see reference 2.5. L.A. Johnson, “How to Design, Analyze and Interpret the Results of an Ex-

panded Gage R&R Study,” Minitab white paper. 6. D.C. Montgomery, R.K. Burdick and C.M. Borror, “A Review of Methods for

Measurement Systems Capability Analysis,” Journal of Quality Technology, Vol. 35, No. 4, 2003, pp. 342-354.

METROLOGY

QP • www.qualityprogress.com38

Source Variance component

Percent contribution (of variance component)

Total gage R&R 0.0027380 8.76

Repeatability 0.0007005 2.23

Reproducibility 0.0020405 6.53

Operator 0.0000582 0.19

Gage 0.0018313 5.86

Sensor x operator 0.000000 0.00

Sensor x gage 0.0000453 0.14

Operator x gage 0.0001057 0.34

Part-to-part 0.0285278 91.24

Sensor 0.0285278 91.24

Total variation 0.0312658 100.00

R&R = repeatability and reproducibility

Variance components and percent contribution / TABLE 2

Directional current by gage / FIGURE 2

5.2

5.1

5.0

4.9

4.8

4.7

4.6

4.5

4.4

Gage 1 Gage 2 Gage 3 Gage 4 Gage 5 Gage 6

4.76 4.77

4.86

4.86

4.80 4.82

MAUREEN DEANER is a quality engineer at Renewable NRG Systems in Hinesburg, VT. An ASQ member, she holds a master’s degree in ceramic science from Pennsylvania State University in State College.

LOUIS JOHNSON is a trainer and consultant at Minitab Inc. in State College, PA. He holds a master’s degree in statis-tics from Pennsylvania State University in State College. A senior member of ASQ, Johnson is an ASQ-certified Six Sigma Black Belt.

Page 41: Quality progress

July 2014 • QP 39

INNOVATION IMPERATIVE BY PETER MERRILL

Making ChoicesA lifetime of decisions leads to a career in innovation

WHEN YOU think about how to steer

your career, it’s important not to steer too

hard. Life presents many opportunities,

and if you are trying to force your way

through, you will miss the opportunities

that come your way. I have a fortune

cookie message that says, “The secret of

a good opportunity is recognizing it.”

The second principle I live by is to

seek a job in which you will be happy,

not one that merely pays big money.

Too often, a big salary is the payoff for a

miserable work environment created by

an organization with high staff turnover.

The illusion is that big pay enables you

to purchase happiness outside of work

while enduring misery at work.

Finally, choose a job in which you will

learn, not one in which you are necessar-

ily an expert. Look for unsteady ground

and take risks. There is an old saying that

you can gain 20 years of experience or

one year of experience 20 times.

In this column, I’m going to take you

through some of my practical career expe-

riences and share the lessons I’ve learned

along the way. See a useful, condensed

list of lessons on this article’s webpage

at www.qualityprogress.com. To this day,

I still question some of the decisions I

made, but I firmly believe that every deci-

sion is a right decision if you gain experi-

ence. You should never stop learning.

Tough decisionsMy first lesson: Try jobs that frighten you.

This comes from my experience in high

school working a summer job at a cloth-

ing store. I learned how to sell in this job,

and it provided me indirect experience

I applied throughout my career. You can

read more about this in the online side-

bar, “Overcoming Fear.”

After high school, I earned my degree

in chemical engineering. I must admit,

I didn’t enjoy much of it. But chemical

engineering is the perfect training for

quality management, and 20 years later,

I found all that pain of flowcharting, pro-

cess analysis and process control would

equip me ideally

for quality manage-

ment. Next lesson:

What you learn at

one stage in your

career will equip

you to do some-

thing else later.

I left the univer-

sity and joined the

R&D department of

a major corpora-

tion. I chose this

because I liked the

people I met there,

and they are still

friends to this day.

The organization said employees going into

R&D could expect to move into a complete-

ly different area after two or three years. I

saw this as an opportunity to do something

other than chemical engineering.

At the same time I got this job offer,

my university offered me the opportunity

to earn a doctorate. I said no—and it was

one of the toughest decisions I have ever

made. I still wonder whether I made the

right choice, but the three years I had

at the organization took me to South

Africa, the United States and Scandinavia.

Arguably, I learned far more working in

industry than I would have learned in

academic research.

While I didn’t pursue the doctor-

ate, I did earn an MBA. I did this while

I was working and, while it is tough, I

recommend it to everyone. Your college

qualification is probably narrow in scope,

so you must broaden your scope. A man-

agement degree will help you do this, but

you must pick the right one. Find an MBA

program that has a human or behavioral

science focus, not accounting. If you

are in the quality profession, you must

balance your process focus with a people

focus to succeed in your career.

Wrong turns, more decisionsThe corporation I joined for my first job

was a chemical and textile organization,

and initially, I worked on synthetic fiber

R&D. The head of my department noted

how my management degree helped me

manage tough projects and enlisted me

to help run a newly acquired textile busi-

ness in northern England. Aside from my

experience working in the clothing store

in high school, I knew nothing about

textiles. Furthermore, my boss, who had

Page 42: Quality progress

become managing director of the organiza-

tion, said the place was a mess.

I moved to the new job and I did the

only thing I knew how as a chemical engi-

neer—I process mapped the new business.

This was well before process mapping was

common. Lesson: Skills you’ve acquired in

the past will remarkably come into play at

some time in the future as new opportuni-

ties arise. You just have to recognize them.

While this was happening, I was learning

leadership outside of work as the captain

of my rugby team. I learned that if you plan

and organize for the people on your team,

they will respect you as a leader.

My next experience is one most of you

probably have had at one time or anoth-

er—I took a wrong turn. I moved to a busi-

ness on the textile side of the organization,

which appeared to provide new learning

opportunities. It was a textile merchanting

business that had been recently pur-

chased, and it gave me a chance to use my

production planning ability (which I was

good at) and to develop my sales skills

(which were not good).

The problem was this job involved

working with the wrong people. The gen-

eral manager operated largely alone. He

surrounded himself with employees who

didn’t question his management style, and

he saw me as a threat.

The up side was working in the fasci-

nating industry of fashion. I traveled to

London’s West End. I met fashion designers

and worked with fabric and color. But I was

unhappy. I wanted to run a business, but

the road was blocked. So I was faced with

another tough decision—I left the organiza-

tion I had been with since graduating and in

which I had many friends in other divisions.

This was one of my hardest decisions.

I am loyal, but there comes a time when

you must leave. A speaker at ASQ’s World

Conference on Quality and Improvement

once said, “People don’t leave jobs. They

leave relationships.” Lesson: If the people

you work with are not your type, get out.

Moving onSo the chemical engineer became a

fashion designer. After all, design follows

the same process whether it is a chemical

plant or women’s fashion. All the portents

were bad, but I pursued it anyway. You can

read more about my experience running

my own business in the online sidebar,

“Entrepreneurship.”

I eventually let go of my business,

and I rejoined the organization I had first

worked for at a lowly position. Remem-

ber: Do that job well and keep looking for

opportunities. I moved back up through

the ranks and was eventually given the

job of product development and manag-

ing sales for a leading U.K. brand. It was

exciting and fulfilling, and all my previous

experience—especially that of running my

own business—came into play. Lesson:

The broader your experience, the more

opportunities will come your way.

But it was difficult to see a career path

forward. Then I got lucky. As Thomas Jef-

ferson once said, “The harder you work,

the luckier you get.” The chairperson

offered me the job of chief executive. I

knew that the life expectancy of the job

was probably only two or three years, but

I took it anyway. Lesson: Don’t be afraid to

take a risk, but manage the risk. After two

years, I started planning my next step.

My big learning opportunity in this posi-

tion was in recruitment. You will be re-

spected for the people you recruit to your

team. Take time to do this right. Select five

or six candidates, use a structured inter-

view with scoring and see everyone on the

same day. This pays huge dividends. On

one occasion, I did not follow that process

and regretted it later.

I spent my third year as a chief

executive looking for my next move, and

a job posting caught my eye. I decided to

join Phil Crosby in Florida and had five

of the most amazing years working with

wonderful people and learning so much.

Lesson: Find good mentors. That is when

you learn the most. Crosby became a good

friend and I still have many friends from

that experience.

When Crosby retired, he sold the busi-

ness and the new owners had an entirely

different culture. I learned the importance of

culture, which is so easy to take for granted

when you have worked in a happy but work-

focused environment. Within three years,

80 to 90% of the original employees left the

organization—myself included.

I started my own training and consult-

ing practice using the skills I had learned

while working for Crosby. I had learned

speaking and facilitation skills and contin-

ued to develop these in the field of quality

management. Many think consulting is an

easy and high-paying life. The majority of

consulting practices fail after two years.

If you are moving into consulting, know

that you must constantly change as the

industry changes.

Into innovationBetween 2000 and 2003, I had to figure out

my next step. As you get later into your

career, you find that the things you did

earlier guide you quite naturally into your

next step. At the same time, you must still

invest time developing new knowledge. In

my own case, my love of teamwork and

quality management experience drew me

quite naturally into innovation. However,

my earlier work in R&D, and my experi-

ences in entrepreneurship, sales and

leadership gave me the ability to sell the

concept of innovation to business leaders.

It took a lot of listening to my peers for

me to see the path forward. The door was

open, the path was clear, but the secret to

finding a good opportunity was recogniz-

ing it. QP

QP • www.qualityprogress.com40

PETER MERRILL is president of Quest Management Systems, an innovation consultancy based in Burlington, On-tario. Merrill is the author of several ASQ Quality Press books, including Do It Right the Second Time, second edi-tion (2009), and Innovation Generation (2008). He is a member of ASQ and

chair of the ASQ Innovation Interest Group.

INNOVATION IMPERATIVE

Page 43: Quality progress

July 2014 • QP 41

WHEN PLANNING AN analysis, the type

and quality of data will have the biggest

impact on the robustness and validity of

the results. The type of data gathered dur-

ing an experiment, survey or sampling will

determine the type of analyses performed

and often the confidence in those results.

After data collection is done, there are

still methods to improve your data for

analysis. These include normalization,

inferring and imputing missing values and

data, and variable reduction techniques

such as principal components analysis. A

method that seems to simplify the data,

however, may actually harm your results:

categorizing quantitative variables.

Types of dataThe most common types of data encoun-

tered and used are quantitative, ordinal

and categorical, as shown in Table 1.

Often, data sets will have a mix of all the

types of variables. For example, a survey

may include questions about gender, zip

code, age, salary, degrees of agreement

with statements and highest level of

education achieved. In this survey, you can

classify the variables as:

Quantitative: Age and salary are quan-

titative because they each have defined

order and magnitude of differences. These

variables can be added, subtracted, multi-

plied and divided.

Ordinal: Degrees of agreement

with statements often are presented as

multiple-choice responses or Likert scales:

strongly agree, agree, no opinion, disagree

and strongly disagree. Highest educational

degree also is a ranked variable. For both

of these variables, there is a defined order

between the possible answers, but there

is no defined arithmetic magnitude of dif-

ference.

Categorical: Gender and zip code are

categorical variables because there is no

defined magnitude or value in the data, and

basic arithmetic does not hold between

the categories. New York City’s 10037 and

Chicago’s 60088 cannot be combined to

create New Orleans’ 70125 zip code, nor

does New Orleans’ higher zip code imply it

is greater than New York City or Chicago.

The most common type of categoriza-

tion is creating two groups, or a binary

split, in a variable at its median. The argu-

ment for using this is it simplifies the

analysis and interpretation because it

compares the low and high groups of a

measurement. But unless there is a known

underlying reason for creating any discrete

groupings, there is no reason to split the

data at any point.

Statistically, information is always

lost by grouping a continuous variable,

and the power to detect a difference is

always reduced. Creating a binary split at

the median reduces power by the same

amount as would discarding one-third of

the data.1,2 Also, by creating groups, the

overall variability in the original variable is

lost. Categories may be found to be differ-

ent when, in fact, they are not statistically

significant when the variability is under-

stood. Finally, using fabricated categories,

especially binary splits, may mask true

nonlinear distributions as a simplified

linear relationship leading to false conclu-

sions about the data relationships.

During a statistical analysis, the specific

type of analysis applied depends on the

type of data and its distribution. For

continuous variables, they are generally

assumed to be or converted to a normal-

ized data set. However, after a continuous

variable is categorized, this assumption

may no longer be true and changes what

tests may be appropriate. For the mea-

sured outcome variable, converting a con-

tinuous variable to a binary split changes

the analysis from a linear regression to a

logistic regression. For a dependent vari-

able, converting to a binary split may be

better analyzed with t-tests rather than a

regression.

STATISTICS ROUNDTABLE BY JULIA E. SEAMAN AND I. ELAINE ALLEN

Don’t Be DiscreteCaution when categorizing quantitative variables during data analysis

Variable Definition Examples

Quantitative (often referred to as “continuous”)

A variable that has measurements that vary in magnitude from trial to trial, which means some order or ranking can be applied to the levels. Can be continuous or discrete.

Age, weight, abundance, number of units produced, percentages and rates.

Ordinal (also referred to as “ranks”)

A variable that has measurements that can assume only order or rank of possible values, not any degree of difference.

Pain scale, survey multiple-choice response scales and income categories.

Categorical A variable that has measurements that vary in kind or name, but not in degree or rank. This implies that one level of a categorical variable cannot be considered to be greater than or better than another level.

Gender, brands, zip codes, colors and binary outputs.

Major types of data / TABLE 1

Page 44: Quality progress

STATISTICS ROUNDTABLE

QP • www.qualityprogress.com42

For exampleSuppose you’re treating patients with a

debilitating disease and charting their

increase in symptoms over time. Figure

1 shows the original data with blue

dots indicating males and green dots

indicating females. The chart shows

variability within and between genders

with a roughly linear fit to each gender.

Figures 2 and 3 categorize the baseline

symptoms into four groups and two

groups, respectively.

The fitted lines for each gender

show marked changes as the data are

categorized and dichotomized, includ-

ing the variable for gender changing

from significant to nonsignificant as

the data are categorized. There are

different conclusions for gender and

symptoms—depending on which model

is used—that can affect real-world

outcomes. Because there is no inherent

reason to group the symptoms score,

however, the true model is considered

the continuous analysis. See Table 2.

When to categorize dataThere are several situations in which

the categorization of continuous data

is appropriate. If there are privacy or

anonymity concerns about the continu-

ous data in which a unique individual

might be identified given the original

data, you may need to create categories

for age or level of education to preserve

an individual’s privacy.

Another appropriate instance for

categorization is when the continuous

variable may have only a few values and

should be regarded as ordinal rather

than continuous. Finally, if your variable

is not linear and the nonlinearity creates

strata in your data set, you may want

to use categories to separate the data

into linear segments for modeling rather

than as one continuous model.

Categorization considerationsAs a general rule, collect variables as

continuous, and preserve variables as

they were collected. Preserving the

variables as continuous will increase

the statistical power and provide more

validity to the analyses. Categorization,

and especially creating binary splits

in the data, can reduce the inherent

variability of the measurements and

create higher significance values than

Plot of two symptom scores by gender showing a linear relation / FIGURE 1

Categorization of two symptom scores by gender into four groups / FIGURE 2

Symptoms z-score baseline

3.002.001.00.00-1.00-2.00-3.00

GenderMaleFemale

Sym

pto

ms

z-sc

ore

fin

al

-3.00

-2.00

-1.00

.00

1.00

2.00

3.00

4.00

Baseline symptoms

GenderMaleFemale

Sym

pto

ms

z-sc

ore

fin

al

-3.00

-2.00

-1.00

.00

1.00

2.00

3.00

4.00

Linear regression lines for continuous and categorized data / TABLE 2

Continuous model:

BStd. error p-value

(Constant) -0.381 0.155 0.015

Symptoms 0.757 0.041 0.000

Gender 0.216 0.104 0.039

R2 = 0.656

Four category model:

BStd. error p-value

(Constant) -0.503 0.089 0.000

groupedHtz 1.047 0.028 0.000

Gender -0.001 0.059 0.991

R2 = 0.888

Binary split model:

BStd. error p-value

(Constant) -0.915 0.163 0.000

dichotbaseline 1.887 0.103 0.000

Gender -0.005 0.104 0.959

R2 = 0.650Std. error = standard error

Page 45: Quality progress

are in the original data (as the symptom

variable in the example became more

significant) and may lead to false positive

relationships.

Conversely, categorization also can

hide true relationships (as the gender

variable became nonsignificant upon

categorization). While categorization may

seem to clean the data, the analytical

costs are not worth the apparent gains;

therefore, never categorize continuous

data. QP

REFERENCES1. Robert C. MacCallum, Shaobo Zhang, Kristopher J.

Preacher and Derek D. Rucker, “On the Practice of Dichotomization of Quantitative Variables,” Psychological Methods, 2002, Vol. 7, No. 1, pp. 19-40.

2. Jacob Cohen, “The Cost of Dichotomization,” Applied Psychological Measurement, 1983, Vol. 7, No. 3, pp. 249-253.

BIBLIOGRAPHYChen, Henian, Patricia Cohen and Sophie Chen, “Biased

Odds Ratios From Dichotomization of Age,” Statistics in Medicine, 2007, Vol. 26, No. 18, pp. 3,487-3,497.

Irwin, Julie R., and Gary H. McClelland, “Negative Con-sequences of Dichotomizing Continuous Predictor Variables,” Journal of Marketing Research, August 2003, Vol. 40, No. 3, pp. 366-371.

Lazic, Stanley E., “Why We Should Use Simpler Models if the Data Allow This: Relevance for ANOVA Designs in Experi-mental Biology,” BMC Physiology, 2008, Vol. 8, No. 16.

Maxwell, Scott E., and Harold D. Delaney, “Bivariate Median Splits and Spurious Statistical Significance,” Quantitative Methods in Psychology, 1993, Vol. 113, No. 1, pp. 181-190.

Naggara, O., J. Raymond, F. Guilbert, D. Roy, A. Weill and Douglas G. Altman, “Analysis By Categorizing or Dichoto-mizing Continuous Variables Is Inadvisable: An Example From the Natural History of Unruptured Aneurysms,”

American Journal of Neuroradiology, 2011, Vol. 32, No. 3, pp. 437-440.

Owen, Steven V., and Robin D. Froman, “Why Carve Up Your Continuous Data?” Research in Nursing and Health, 2005, Vol. 28, No. 6, pp. 496-503.

Royston, Patricia, Douglas G. Altman and Willi Sauerbrei, “Dichotomizing Continuous Predictors in Multiple Regres-sion: A Bad Idea,” Statistics in Medicine, 2006, Vol. 25, No. 1, pp. 127-141.

Streiner, David L., “Breaking Up is Hard to Do: The Heart-break of Dichotomizing Continuous Data,” Canadian Journal of Psychiatry, 2002, Vol. 47, pp. 262-266.

Taylor, Jeremy M., and Menggang Yu, “Bias and Efficiency Loss Due to Categorizing an Explanatory Variable,” Journal of Multivariate Analysis, 2002, Vol. 83, pp. 248-263.

van Walraven, Carl, and Robert G. Hart, “Leave ‘Em Alone—Why Continuous Variables Should Be Analyzed as Such,” Neuroepidemiology, 2008, Vol. 30, pp. 38-139.

I. ELAINE ALLEN is professor of biostatistics at the University of California-San Francisco and emeritus professor of statistics at Babson College. She is also director of the Babson Survey Research Group. She earned a doctorate in statistics from Cornell University in Ithaca, NY. Allen

is a member of ASQ.

July 2014 • QP 43

Categorization of two symptomscores by gender / FIGURE 3

Baseline symptoms

Many symptomsFew symptoms

GenderMaleFemale

Sym

pto

ms

z-sc

ore

fin

al

-3.00

-2.00

-1.00

.00

1.00

2.00

3.00

4.00

JULIA E. SEAMAN is a doctoral student in pharmacogenomics at the University of California-San Francisco, and a statistical consultant for the Babson Survey Research Group at Babson College in Wellesley, MA. She earned a bachelor’s degree in chem-istry and mathematics from Pomona

College in Claremont, CA.

WorkPlace Training/Measurement Technology Network Wayzata MN, Boca Raton FL, USA 1-612-308-2202 www.wptraining.com [email protected]

Now Available Through ASQ e-Learning:

New Measurement e-Learning

A thorough knowledge and understanding of measurement science is central to ISO 9001, 16949, 17025, AS 9100, and Z540 series. Further: biomed, pharma, aerospace, automotive, technology, and other industry standards

support the application of measurement standards. All of the following courses come with CEU’s and complete testing and documentation in the form of a

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Page 46: Quality progress

QP • www.qualityprogress.com44

MEASURE FOR MEASURE BY CHRISTOPHER L. GRACHANEN

Calculating UncertaintyUnderstanding test accuracy and uncertainty ratios

IN METROLOGICAL circles, there are

many different statistics and figures

of merit used to gauge the quality of

measurement data. Of course, the well-

accepted statistics of standard deviation

and variance are routinely used to

determine the variability of measurement

data as well as to assign distributions to

data to define the likelihood that these data

fall within an expected interval or span.

In other words, they show that prob-

ability measurement data fall within a

range of symmetrical or asymmetrical

values, which are normally given in terms

of percentages. These statistics are used

to gain insight into measurement data.

This insight is derived from an ensemble

of influencing factors, including:

• Drift between measurement values.

• Instrumentation threshold-triggering

inconsistencies.

• Measurement setup inconsistencies.

• Ambient environmental changes be-

tween measurements.

• Operator control inconsistencies be-

tween measurements.

• Operator reading interpretation incon-

sistencies between measurements.

• Instrumentation resolution rounding

inconsistencies.

• Calibration correction errors.

• Instrumentation ranging errors.

• Operating voltage and load fluctuations.

These and other influences may

contribute to measurement data uncertainty,

and limit the data’s usefulness.

It is important that measurement

data’s applicability to determine real-life

performance of a device being tested and

calibrated be qualified. The following

example will help to clarify what I mean

by qualifying measurement data.

Real-life conditionsSuppose you are tasked with determin-

ing the performance of an environmental

chamber set to 20° Celsius. You take 10

measurements in a pristine laboratory-

controlled environment and determine the

mean temperature is 20.6° Celsius with a

standard deviation of 0.05 degrees estimat-

ed at a two-sigma student’s T-distribution

at nine degrees of freedom.

This, at first glance, would seem to be

a reasonable representation of the in-site

performance you would expect from the

environmental chamber. However, if per-

formance of the environmental chamber is

influenced by line voltage disturbances so

much that small percent changes (typi-

cal of unfiltered, in-site AC line voltage)

produce temperature offsets in the range

of a couple of tenths of degrees Celsius,

the aforementioned measurement data

would not be truly representative of the

chamber’s performance under real-life

operating conditions.

In this example, measurement data

should be qualified by noting the range

of line voltage values at the time of the

measurements, or by taking measurements

while intentionally adjusting line voltage

amplitudes to values that are representative

of the disturbances the chamber will typi-

cally experience during in-site operation.

Comparing meritOnce measurement data are qualified for a

particular device, metrology practitioners

will often compute two figures of merit

based on the accuracy of the unit under test

(UUT) relative to the accuracy or uncertainty

of the measurement ensemble (ME), such as

the instrumentation and accessories used to

derive the measurement data.

The first figure of merit is known as

test accuracy ratio (TAR). TAR is the ratio

of the accuracy tolerance of the UUT to

the accuracy tolerance of the ME used

to measure the UUT. TAR is computed as

follows:

TAR = UUT tolerance / ME tolerance.

TAR provides a ballpark estimate as to

the possible amount of error influence that

can be attributable to the ME when mea-

suring a UUT. It is assumed that the larger

a TAR, the less error may be attributable

to the ME and measurement data are as-

sumed more representative of the actual

performance of the UUT. Industry practice

is to strive for at least a 4:1 TAR whenever

possible.

The second figure of merit that metrol-

ogy practitioners often compute is known

as test uncertainty ratio (TUR). The classic

definition of TUR is the ratio of the accu-

racy tolerance of UUT to the uncertainty of

the ME used to measure the UUT. Classic

TUR is computed using this equation:

Classic TUR = UUT tolerance / ME

uncertainty.

ANSI/NCSL Z540.3-2006—Require-

ments for the calibration of measuring

and test equipment,1 provides the follow-

ing more descriptive and explicit defini-

tion of TUR helping to improve uniformity

in its usage:

Z540.3 TUR = UUT tolerance span / 2 *

ME uncertainty.

This definition defines TUR as the ratio

of the span of the accuracy tolerance of

UUT to twice the 95% expanded uncer-

tainty associated with the ME.2

So simply stated, what is the difference

between TURs and TARs? TURs take

into account ME error contributors

(uncertainties) which may not be included

Page 47: Quality progress

July 2014 • QP 45

in a ME accuracy tolerance. As with

TARs, a larger TUR implies measurement

data are probably more representative of

the actual performance of a UUT when

compared to smaller TURs. It must be

duly noted that ME tolerance and ME

expanded uncertainty are not the same

(computing expanded uncertainty is a

subject that extends beyond the scope of

this article).

From this discussion, you can ascertain

that TAR and TUR provides metrology

practitioners a ready means for estimat-

ing the possible magnitude of ME error

influences on measurement data. So why

compute TAR and TURs? The answer

has to do with measurement risk and the

liabilities associated with decisions based

on measurement data. To reduce measure-

ment risk, metrology practitioners strive

to minimize ME error influences on mea-

surement data ideally to the point of being

insignificant. This helps equip decision

makers with the best possible informa-

tion—measurement data upon which to

base their decisions. QP

REFERENCE AND NOTE1. American National Standards Institute and National

Conference of Standards Laboratories, ANSI/NCSL Z540.3-2006—Requirements for the calibration of measuring and test equipment.

2. Test uncertainty ratios are often reported in calibration reports for each measurement parameter evaluated or is assumed not to dip below a specific ratio (normally 4:1 unless otherwise noted).

It is important that measurement data’s applicability to determine real-life performance of a device be qualified.

CHRISTOPHER L. GRACHANEN is a master engineer and operations manager at Hewlett-Packard Co. in Houston. He earned an MBA from Regis University in Denver. Grachanen is a co-author of The Metrology Handbook (ASQ Quality Press, 2012), an ASQ fellow, an ASQ-certified

calibration technician and the treasurer of the Measurement Quality Division.

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Page 48: Quality progress

QP • www.qualityprogress.com46

Return to RootsTaking quality on a round-trip journey

MANUFACTURING IS in my blood. I

often accompanied my Dad on “take your

child to work” days1 when he worked

for Westinghouse in Utah and for Eckert

Enterprises in Arizona. Those experiences

helped me learn about the manufacturing

industry and why it is the heart of America.

In my dad’s free time, he and I worked

on fun projects together, such as partici-

pating in the pinewood derby—a racing

event for Cub Scouts in the Boy Scouts of

America. The precision-cut derby car that

my Dad and I built was the fastest car on

the tracks, indeed. I never lost a race as a

Cub Scout.

After I graduated from high school, my

father left Eckert Enterprises and founded

his own machine shop, Glover Precision

in Mesa, AZ. I helped him clean the ma-

chines and the shop after the various jobs

we handled. I enjoyed working with my

father as he worked to fulfill his American

dream—providing for his family and doing

meaningful work that he loved. Around

that time, I began contemplating my goals

and what I wanted out of life. I decided to

experience what else was out there in the

world. I left the machine shop and entered

volunteer service. I taught Spanish, Eng-

lish and addiction recovery, and helped

people overcome declining lifestyles.

Lessons in leadership After my volunteer term ended, I stayed

in the education sector and went to work

for a university in an administration role.

I quickly was promoted to a leadership

post and helped train others. Managers

focused on efficiency and the cultivation

of dedicated staff. We strived to help staff

members be autonomous and take on

leadership themselves while also assisting

them with reducing waste in their work-

flows. My experience there, however, led

me to question whether people really want

to be autonomous and whether leaders re-

ally want employees to innovate new and

more efficient ways to do things.

Senior leaders encouraged the work-

force to embrace new ideas and practices.

But when an innovation was introduced

by staff, senior leaders would say stifling

things such as “don’t fix what isn’t bro-

ken.” A quote from Henry Ford summariz-

es this situation best: “Any customer can

have a car painted any color that he wants

so long as it is black.”2

I found myself doing the same thing

to my own staff members—telling them

to innovate and be leaders, as long as it

was according to my style and not theirs.

I found that innovation and leadership

will thrive only under the right conditions.

These conditions must be set by executive

leadership and be allowed to trickle down

to frontline staff.

Breaking the status quo is difficult.

What executive leadership needed to

understand was that it isn’t about fixing

what isn’t broken. It’s about taking what

is good and making it the best. Business

cannot be expected to thrive by just get-

ting by year to year. Industries change

constantly, and businesses must look at

how they are keeping their competitive

advantage.

After learning this, I saw that I was in

a rut with the university. I often found

myself heading to the shop after work to

see what I could help out with. I started

spending vacation days at the shop doing a

variety of things. It was then that I realized

that the manufacturing industry was where

I belong. I needed to return to the family

business and take what I had learned and

apply it to Glover Precision. My experience

in training and policy prepared me for the

next step in my career.

Because quality is in every industry

and is what makes or breaks a business,

QUALITY IN THE FIRST PERSON BY MIKE GLOVER

Page 49: Quality progress

July 2014 • QP 47

MIKE GLOVER is a quality assurance manager at Glover Precision Inc. in Mesa, AZ. A member of ASQ, Glover is a student at Brigham Young University in Rexburg, ID, working on a bachelor’s degree in small business management and entrepreneurship. He holds AS9100C:2009 and ISO

9001:2008 internal auditor certifications from Gladhill Associ-ates International in Glendale, AZ.

I began as the quality manager and took

courses to catch up with practices and

trends in the industry. Gaining buy-in from

executive leadership to execute projects

was much easier because the size of the

shop was significantly smaller than the

university, which employs thousands of

people. Getting buy-in from staff and the

executive leaders at Glover Precision

takes much preparation, but ultimately, it

enhances how we do business.

I find myself happier than I have ever

been. I find great satisfaction in improv-

ing how people and businesses work with

greater efficiency and the best results. The

decision to come to Glover Precision was

an easy one, and it’s one I am most proud

of because I strongly believe in American

manufacturing and providing the best

products made in America.

My experiences taught me that every-

thing has to do with quality. Whether it is

in leading people or processes, quality is at

its core. When everyone has the urgency of

quality instilled within them, they strive for

their best and continue to improve them-

selves and their processes daily. Quality

professionals must impart this in everyone

they work with.

Organizations, no matter the indus-

try, must keep a close watch on qual-

ity management and acknowledge that

everything they do can be improved. While

something may not be broken, it does not

mean it is not breaking. Successful leaders

know that preventive measures are better

investments than being reactive to broken

processes. QP

REFERENCE AND NOTE1. “Take Our Daughters and Sons to Work Day” is a nonprofit

educational program in the United States and Canada that involves parents taking their children to work for one day to promote career exploration. It occurs on the fourth Thursday of April every year.

2. Henry Ford and Samuel Crowther, My Life and Work, Garden City Publishing Company Inc., 1922.

While something may not be broken, it does not mean it is not breaking.

ASQ certi� cation is a formal recognition by ASQ that an individual has demonstrated a pro� ciency within, and a comprehension of, a speci� ed body of knowledge. No matter where your career takes you, ASQ certi� cations are internationally accepted and recognized. Register today for one of our certi� cation exams being held in October!

Upcoming exam date: October 4, 2014

Application deadline: August 15, 2014

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The Global Voice of QualityTMCERTIFICATION MEMBERSHIP PUBLICATIONSTRAINING CONFERENCES

Get ASQ Certi� ed!

Page 50: Quality progress

QP • www.qualityprogress.com48

CAREER CORNER BY JOSEPH D. CONKLIN

Opening DoorsCareer centers unlock opportunities for displaced workers

IN OCTOBER 2013, I was one of many

U.S. federal employees who took an

unpaid vacation popularly known as the

government shutdown. The furlough no-

tice arrived during my honeymoon, mak-

ing both events even more memorable.

In the blink of an eye, I was facing the

same prospects confronted by many of

my colleagues in the quality field in the

aftermath of the Great Recession: job

loss and the looming necessity of a new

career path. At the time the furlough hit,

it was not clear how long it would last.

I stopped by Prince George’s One-Stop

Career Center in Laurel, MD, during the

second week of the shutdown to look

into training and retraining programs for

displaced workers.

I scheduled an assessment interview

with Jo Welker, a counselor at the center

and team member of the group adminis-

tering the training and retraining pro-

grams authorized under the Workforce

Investment Act (WIA). The WIA is one

of the many state versions of job and

training programs enacted under various

federal laws during the early 1960s.

Thankfully, the shutdown ended just

before my appointment. In the glow of

being recalled back to work with back

pay, I decided to still meet with Welker

to learn more about the many good and

helpful things I sensed happening at the

center. With so many professionals in

and out of the quality field and struggling

with unemployment, career centers are

forces of hope during a time when reas-

surance and encouragement are most

needed. The center gave me permission to

speak to Welker about the center’s efforts

to help applicants build and improve their

work lives.

Joseph Conklin (JC): What is your

role at Prince George’s One-Stop Career

Center?

Jo Welker (JW): I am one of several

career consultants. We work for the same

Department of Labor program found in

all 50 states and the District of Columbia.

Our main role is to prepare individuals to

return to the workforce. Although those

completely out of work are understand-

ably the focus of news coverage these

days, my role also includes helping people

with part-time jobs transition to full-time

employment.

JC: What services do you offer under

the WIA?

JW: We provide informal and formal

tests and assessments. We work with

applicants to create career development

plans. We supply local labor market infor-

mation and referrals to other services for

resume writing, job search strategies and

effective use of social media for network-

ing. We help applicants develop training

plans when the goal is new or enhanced

job skills. We also provide funding for ap-

plicants to undergo training programs.

JC: How do applicants qualify for

services?

JW: They must provide proof of their

identity, U.S. citizenship and residence

in the service area covered by our office.

Then, we discuss their current situation

and needs in depth. With respect to train-

ing or retraining programs, we look at an

Page 51: Quality progress

July 2014 • QP 49

applicant’s education, experience and

major job interests before funding a par-

ticular program to ensure it’s a good fit.

JC: What happens when displaced

workers apply for retraining?

JW: We encourage those applicants

to train for jobs that are in demand

in the local labor market. We assess

the proposed training to ensure it will

provide the right skills for the job the

applicant seeks. Before retraining begins,

we require applicants to research the

local marketplace. Many visit organiza-

tions where they would like to work and

collect feedback on how well a particular

program or certificate would qualify them

for a job there.

JC: What attitudes and habits help ap-

plicants succeed in training programs?

JW: Applicants must demonstrate the

same attitudes and habits in training as

they would on the job: a positive mental

attitude, punctuality, follow-through on

assignments and regular attendance.

Training programs require applicants

to pass the final exam and successfully

complete the course.

JC: What services exist for helping ap-

plicants handle the stress of job loss?

JW: We offer an internal workshop

called “Professionals Rethinking Employ-

ment Pathways.” The workshop is run by

a facilitator, and attendees complete an

individualized plan of study, counseling

and positive actions for handling their

particular situation. Some applicants

come to us with complex emotional

issues that are significant barriers to em-

ployment. We work with the Department

of Rehabilitation Services to connect

applicants to special programs they need

to overcome barriers.

JC: What recent success stories come

to mind?

JW: Success is when an applicant

is hired. It is a time to celebrate when

we can close a file. Success stories are

posted on our bulletin board for all to

see. Some recent jobs landed by our

applicants are Java engineer, computer

network engineer, licensed truck driver,

computer lab instructor, senior IT ana-

lyst, bank teller and elementary school

teacher.

JC: What can employed workers do to

prepare for potential job loss?

JW: I can only reiterate some tried-

and-true advice: build skills, look for proj-

ects that will challenge and develop you,

complete your education, and keep up

with trends in your field and in the local

market. In Maryland, the federal govern-

ment is a major player in the economy.

Local workers might do well in their job

search to see which organizations are

winning new and large contracts and

target them accordingly.

JC: How do you collaborate with

your colleagues to help applicants suc-

ceed?

JW: There are several career

consultants in the office. We talk

across desks, in the halls and

in monthly meetings. We share

what works and what doesn’t. We

discuss which jobs are hot and

which ones are not. We brain-

storm ideas for new workshops.

In the era of social media, labor market

news ages quickly. We don’t let more than

a few days go by without finding out the

latest.

JC: What special issues apply to retir-

ees returning to work or starting a new

career?

JW: Retirees must focus on what they

want to be instead of what they were in

their old jobs. They must translate their

old job titles into appropriate skills and

connect them with organizations’ needs

during job interviews. While a new indus-

try or job is a worthy goal, retirees should

check their skills and determine their fit.

They should be prepared for competition.

My own sense is that over time, orga-

nizations will recognize more clearly the

contributions older workers can provide.

That should make it easier for future

retirees to open their next chapter.

JC: What is the next chapter in your

own career story?

JW: I plan to continue as a career con-

sultant, but I will be shifting my focus to

helping organizations develop and retain

staff. The same assessment and collabora-

tion I have applied to individuals will now

center on change at the department, office

or organization level. ASQ’s website has a

lot to offer in this area, and I am sure that

I will refer to those resources in my new

job working with organizations. QP

Retirees must focus on what they want to be instead of what they were in their old jobs.

JOSEPH D. CONKLIN is a mathematical statistician in Washington, D.C., and a senior member of ASQ. He earned a master’s degree in statistics from Virginia Tech in Blacksburg. Conklin is also an ASQ-certified quality manager, quality engineer, quality auditor, reliability engineer and Six Sigma

Black Belt.

THINKING ABOUT A CAREER CHANGE?Go to www.asq.org/careers, where job seekers can post résumés, get career advice and explore career development opportunities, and employers can post jobs and search résumés.

Page 52: Quality progress

QP • www.qualityprogress.com50

STANDARDS OUTLOOK BY L.L. “BUDDY” CRESSIONNIE

Revision RunwaySIPOC implemented in process for updating AS9100 standards

REVISION ACTIVITIES on AS9100—

Quality management systems—Require-

ments for aviation, space and defense

organizations continue. AS9100 is the

flagship aviation, space and defense

(ASD) quality management system (QMS)

standard and the foundation standard of

the International Aerospace Quality Group

(IAQG). Publication of a revised standard

is planned for 2016, shortly after the ISO

9001 revision is released.

Some ASD industry organizations may

wonder why the standard should be updated

when the transition to AS9100C:2009 was

just completed. They also might wonder

why it takes so long to revise a standard.

The first question is easy to answer.

AS9100 is based on ISO 9001, so the revision

timing is affected by the activity of the Inter-

national Organization for Standardization

(ISO) Technical Committee (TC) 176. ISO/

TC 176 plans to publish a revised ISO 9001

in 2015. That is why the next revision of the

AS9100 series is planned and scheduled for

publication in early 2016.

The publication date depends on when

ISO 9001 is published so that it can be

integrated and coordinated with other

IAQG standards. To keep IAQG standards

current, IAQG also is required to review

standards at least every five years.

The answer to the second question—

why it takes so long to revise a standard—

requires some explanation: Users will

appreciate that IAQG uses a process-based

approach to a standard revision. The

process is demonstrated by a suppliers,

inputs, process, outputs and customers

(SIPOC) diagram in Online Figure 1,

found on this article’s webpage at www.

qualityprogress.com.

SuppliersAS9100 provides QMS requirements ap-

plicable to the ASD industry. The revision

activity will consider the new and emerg-

ing international requirements, as well as

stakeholder input for changes.

Suppliers include IAQG’s external and

internal stakeholders. External stakehold-

ers are certification bodies,

aerospace auditors, certified

organizations, airline and

aviation operators, distribu-

tors and deliverable software

organizations.

Internal stakeholder

groups mirror the IAQG

organizational structure. This

includes:

• Relationship growth teams

that coordinate with key

stakeholder groups to

ensure the continued rec-

ognition of the standard

by ASD authorities, includ-

ing the Federal Aviation

Administration, NASA, the U.S. Depart-

ment of Defense and trade associations

in the United States.

• Improvement strategy teams include

requirements for establishing, develop-

ing and maintaining IAQG standards.

The product and supply chain improve-

ment team develops how-to guidance to

improve the supply chain;1 the people

capability team establishes the ASD

body of knowledge and human factors;

and the performance improvement team

develops measures to assess industry

performance and improvement.

• Other-party management teams that

manage and oversee the AS9100 series

ASD QMS certification program.

When AS9100 is revised, it isn’t just rep-

resentative of the IAQG writing team pro-

ducing the standard; it is the work of the

entire ASD community coming together

with a shared vision and goal to create the

foundation for the AS9100 series.

InputsThe inputs to the AS9100 series develop-

ment process include:

• Stakeholder input received through

external stakeholders’ survey feedback

and comments templates completed by

internal stakeholders. Stakeholders are

engaged throughout the development

process and often participate on writ-

ing teams as the voice of the customer.

• The IAQG future vision for improving

on-time and on-quality performance of

the ASD industry, which ensures that

the key strategies of the IAQG leader-

ship are incorporated into the stan-

dards development process.

• ISO 9001, which is a key input because

the AS9100 is based on it. The IAQG

Page 53: Quality progress

July 2014 • QP 51

AS9100 team is closely engaged with

ISO/TC 176 on the newly proposed

high-level structure and common man-

agement system requirements in ISO

9001:2015 (see Table 1, p. 52). IAQG

was recently granted liaison status with

the ISO/TC working group revising ISO

9001 to ensure the ASD industry needs

are represented.

• Risk assessment options that have

been assessed for moving forward.

The current approach is for AS9100 to

stay aligned with ISO 9001 and ASD

additional requirements.

ProcessThe three-phase development process for

the AS9100 revision began in 2012. I cov-

ered the revision process in my last column,

“Road to Revision,”2 but I will also briefly ad-

dress it here.

The project was approved in October

2012. Approval was based on incorporat-

ing changes made to the ISO 9001 require-

ments embedded within AS9100, while

also considering stakeholder needs iden-

tified since the last revision and clarifica-

tions issued by IAQG.

Designing and developing the standard

is the first and most rigorous phase. This

includes:

Integrating the project schedule

and plan. IAQG’s goal for this revision is

to release all related AS9100-series stan-

dards simultaneously with deployment

support materials and training.

This has never been done before, and

it is quite a challenge for an international

quality organization comprised of volun-

teer resources. An integrated schedule

and project plan, therefore, is critical to

ensure standards development alignment

occurs to incorporate lessons learned

from the 2009 revision.

Design specification. The design

specification provides the logic for review-

ing proposed changes. As shown in Figure

1, stakeholders from several organizations

submitted 559 comments, which were

evaluated by the IAQG 9100 revision team.

For changes and additions to be

considered, according to the design

specification, they cannot be contractual

QMS requirements; they cannot contain

product-specific requirements; they must

enhance clarity of requirements or ad-

dress stakeholder needs; they must be

auditable, and define what not how; and

they must offer a benefit that outweighs

the impact of implementation.

Master comments review. All stake-

holder comments are collected, organized,

reviewed and placed on the master com-

ments review template used by the IAQG

9100 team. The team examines whether

rewording a portion of the standard would

ensure improved understanding by orga-

nizations implementing the standard and

auditors assessing it. A proposed change

or addition must meet all the requirements

of the design specification and receive

consensus approval by the entire IAQG

AS9100 team.

The review and disposition process

for comments occurs in a tiered process,

whereby each sector (such as the Ameri-

cas Aerospace Quality Group, European

Aerospace Quality Group or Asia-Pacific

Aerospace Quality Group) first reaches a

consolidated position for their sector, after

which a final disposition of each comment

is reached at the international team level.

Each sector, in establishing its position,

involves any interested party of the respec-

tive sector companies, thus achieving a

true consensus position on each comment.

Priority focus teams. These groups

are established when stakeholder com-

ments require further concept develop-

ment. The teams develop proposals for a

change and present it to the IAQG AS9100

team for discussion and acceptance. All

accepted proposals were added to the

master comment review template. For the

AS9100 revision, priority focus teams and

their proposals included:

• Product and flight safety—evaluate

enhancement.

• Human factors—consider inclusion.

• Risk—balance ISO 9001 additions.

• Preventive action—assess ISO 9001

approach.

• Counterfeit parts—consider inclusion.

• Configuration management—consider

enhancement.

• Product realization planning—consider

link to AS9102, the First Article Inspec-

tion (FAI) standard, and Advanced

Product Quality Planning/Production

Parts Approval Process (APQP/PPAP).

Trade organizationsWeb survey—OASIS suppliers/others

AAQG Space ForumIAQG Space Forum

International Aerospace Quality Group (IAQG) product and supply chain improvement strategy team

Maintenance/repair organizations

LinkedIn 9100 Hints and Tips Group

European Aerospace Quality Group

Civil Aviation Authority

Asia-Pacific Aerospace Quality Group

Americas Aerospace Quality Group (AAQG)

67, 19%

96, 28%

31, 9%

1, 0.5%

2, 1%

21, 6%

78, 23%

12, 3

%

14, 4

%6, 2%

17, 5%

559 comments received(responses, percentage)

AS9100 revision comments / FIGURE 1

OASIS = online aerospace supplier information system

Page 54: Quality progress

QP • www.qualityprogress.com52

STANDARDS OUTLOOK • Post-delivery support—consider

content from AS9110, which covers

maintenance organization links.

• Sub-tier management—consider en-

hancement.

Coordination draft. A writing draft

will be developed this summer. The draft

will incorporate stakeholder feedback

regarding the ISO 9001:2015 draft interna-

tional standard (DIS). The DIS will be re-

viewed by the writing team and provided

to the IAQG AS9100 team for comments.

After it’s accepted by the team, the

standard will be sent to sector stakehold-

ers for an informal coordination draft

review. Comments will be reviewed and

reconciled for the formal sector review in

phase two.

Phase two involves a formal review

that is conducted across the three IAQG

sectors—the Americas, Europe and

Asia-Pacific via review ballots. The team

will analyze comments submitted, and if

content is changed, subsequent review

ballots will be submitted to the sectors

until the standard is approved.

In phase three, after a ballot is ap-

proved, the standard will be published

within each sector, with translations per-

formed for the various language versions.

OutputsThe AS9100 series outputs include:

• AS9100 series standards, which in-

clude AS9100—Quality management

systems—Requirements for aviation,

space and defense organizations;

AS9110—Quality maintenance

systems—Aerospace—Requirements

for maintenance organizations;

AS9120—Quality management

systems—Aerospace—Requirements

for stockist distributors; AS9115—

Quality management systems—Re-

quirements for aviation, space and

defense organizations—Deliverable

software; and ARP9137—Guidance

for the application of AQAP 2110

within a 9100 QMS.

• Deployment support materials, includ-

ing communications, presentations,

frequently asked questions, articles,

auditor guidance materials and clarifica-

tions.3

• Training, which will be developed in

close coordination with ISO/TC 176 for

certified organizations and auditors.

CustomersThe customers of AS9100 are the entire

ASD industry, including the various

publishing sectors of the Americas, Asia-

Pacific and Europe.

Revising AS9100 takes time because it

requires aligning a worldwide audience

and building multiple consensus-based

international standards with plenty of

behind-the-scenes coordination.

Using a SIPOC diagram demon-

strates how all the elements are coor-

dinated into the process to reach a suc-

cessful end result. This extra effort and

time to involve stakeholders will help

IAQG produce a standard that is what

the users want and need to improve

their QMSs, thus raising the bar for the

ASD industry as a whole. QP

REFERENCES 1. International Aerospace Quality Group, Supply Chain

Management Handbook, www.iaqg.org/scmh.2. L.L. “Buddy” Cressionnie, “Road to Revision,” Quality

Progress, July 2013, pp. 47-49.3. International Aerospace Quality Group, www.iaqg.org.

NOTE A presentation of the topics discussed in this article is available on the IAQG website, www.iaqg.org.

L.L. “BUDDY” CRESSIONNIE is the Americas requirement lead and the Americas lead for the IAQG AS9100 team, as well as a voting member of the U.S. Technical Advisory Group to ISO/TC 176. In these roles, he represents the Lockheed Martin Corp., where he works in the aeronautics

business area overseeing quality and mission success processes. Cressionnie is an ASQ senior member with quality manager and quality auditor certifications. He also is an RABQSA-certified aerospace experienced auditor and International Register of Certified Auditors lead auditor for ISO 9001 and ISO 14001. Cressionnie has an MBA from Texas Christian University in Fort Worth and a bachelor’s degree in industrial and systems engineering from the University of Florida in Gainesville.

New ISO 9001 clause structure / TABLE 1

1. Scope

2. Normative references

3. Terms and definitions

Pla

n

4. Context of the organization• Organization and its context• Needs and expectations• Quality management system

(QMS) scope• QMS and processes

5. Leadership• Leadership and commitment• Policy• Roles, responsibility and

authority

6. Planning• Actions to address risks and

opportunities• Objectives and plans to

achieve them• Planning of changes

7. Support• Resources• Competence• Awareness• Communication• Documented information

Do

8. Operation• Operational planning and

control• Determination of

requirements• Design and development• Control of externally provided

products and services• Production and service

provision• Release of products and

services• Nonconforming process

outputs, products and services

Ch

eck

9. Performance evaluation• Monitoring, measurement,

analysis and evaluation• Internal audit• Management review

Act

10. Improvement• Nonconformity and

corrective action• Continual improvement

Page 55: Quality progress

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Page 56: Quality progress

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ASQ’s training and education put you and your organization on the fast track to success. The diverse range of learning topics and delivery methods are second to none. Continue your path toward success with ASQ training. Discover a broad range of course offerings from classroom, virtual, blended and web-based learning.AUDITING • CERTIFICATION • CONTINUING EDUCATION • CONTINUOUS QUALITY IMPROVEMENT • DESIGN OF EXPERIMENTS • ENGINEERING • ENGINEERING MANAGEMENT • ISO 9000 • ISO 14000 • LEAN • MANAGEMENT • METROLOGY • PERFORMANCE IMPROVEMENT • QUALITY ANALYSIS • QUALITY ASSURANCE • QS-9000 SYSTEMS • RELIABILITY • SIX SIGMA • STANDARDS TRAINING • STATISTICAL PROCESS CONTROL • STATISTICAL QUALITY CONTROL • STATISTICS • SUPPLY CHAIN MANAGEMENT • TOTAL QUALITY MANAGEMENT

Special Advertising Section

ASQ’s Continuing Education and Professional Development Directory

55July 2014 • QP

Page 58: Quality progress

Special Advertising Section

Certificate ProgramsLean Green Belt / Six Sigma Green Belt / Lean Six Sigma Green Belt / Six Sigma Black Belt / Master Black Belt / Design of Experiments

Online Degrees and CertificatesEngineering Management (BS & MEng) / Industrial Engineering (MS) /Quality, Reliability & Statistical Engineering (MEng) /Lean Six Sigma Black Belt Graduate Certificate

Learn more about all programs offered through ASU’s Global Outreach & Extended Education at asuengineeringonline.com

ASU Professor joins the ranks of Demming and JuranDr. Douglas Montgomery was recently recognized as one of 25 honorary members of ASQ. His expertise in statistical quality control, research and industry application of knowledge is the cornerstone of ASU’s tradition in Lean and Six Sigma.

Advance your knowledge. Accelerate your career.

ASU – Global Outreach and Extended Education (GOEE)781 E. Terrace Road, Suite 591Tempe, AZ 85287Phone: 480-965-8515goee.asu.edu

ASU Engineering connects professionals to a leading university with world-renowned faculty who design and deliver a broad array of programs featuring innovative instruction, in-depth industry experience and hands-on application.CERTIFICATION • CONTINUING EDUCATION • CONTINUOUS QUALITY IMPROVEMENT • DESIGN OF EXPERIMENTS • ENGINEERING • ENGINEERING MANAGEMENT • LEAN • MANAGEMENT • ONLINE LEARNING • PROJECT MANAGEMENT • SIX SIGMA • STATISTICAL QUALITY CONTROL • STATISTICS • SUPPLY CHAIN MANAGEMENT

BMGI1200 17th Street, Suite 180Denver, CO 80202 Phone: 303-827-0010 www.bmgi.com and www.bmgi.org

BMGI is a global consulting firm providing people-driven solutions to your most pressing business problems—through strategy, innovation, operational excellence and change management.CERTIFICATION • CONTINUING EDUCATION • CONTINUOUS QUALITY IMPROVEMENT • DESIGN OF EXPERIMENTS • LEAN • MANAGEMENT • ONLINE LEARNING • OPERATIONS MANAGEMENT • PERFORMANCE IMPROVEMENT • PROJECT MANAGEMENT • PUBLIC TRAINING • SELF-DIRECTED LEARNING • SIX SIGMA • STATISTICAL PROCESS CONTROL • STATISTICAL QUALITY CONTROL • STATISTICS • SUPPLY CHAIN MANAGEMENT • TOTAL QUALITY MANAGEMENT

ASQ’s Continuing Education and Professional Development Directory

56 QP • www.qualityprogress.com

Page 59: Quality progress

Special Advertising Section

Kent State University204 Schwartz CenterKent, OH 44242Phone: 330-672-8698www.kent.edu/leansixsigma

Kent State University provides lean and Six Sigma training and process improvement consulting services to meet your continuous improvement objectives. Explore the options at www.kent.edu/leansixsigma.CERTIFICATION • CONTINUING EDUCATION • CONTINUOUS QUALITY IMPROVEMENT • DESIGN OF EXPERIMENTS • LEAN • MANAGEMENT • PROJECT MANAGEMENT • PUBLIC TRAINING • SIX SIGMA • STATISTICAL PROCESS CONTROL • STATISTICAL QUALITY CONTROL • STATISTICS • SUPPLY CHAIN MANAGEMENT • TOTAL QUALITY MANAGEMENT

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By combining the resources of a top-quality university with the knowledge and experience of Key Performance, we set the stage for an outstanding learning experience.CERTIFICATION • CONTINUING EDUCATION • ONLINE LEARNING • PROJECT MANAGEMENT • PUBLIC TRAINING • SELF-DIRECTED LEARNING • SIX SIGMA

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VERSE is a dedicated cloud-based quality management system that provides the dynamic performance of an on-premises solution without the long-term commitment.AUDITING • ISO 9000 • QUALITY ASSURANCE • TOTAL QUALITY MANAGEMENT

ASQ’s Continuing Education and Professional Development Directory

57July 2014 • QP

Page 60: Quality progress

Vise jaw systemThe CARVEsmart quick-change vise jaw

system is designed for production and

tool-room applications, replacing the

method of attaching vise jaws to a vise us-

ing face mounted cap screws. The system

employs three—from the top—channeled

clamping elements and a dovetailed jaw

design to couple the master jaw and soft

or hard jaws. This makes the CARVEsmart

system ideal for shops that run repeating

and tight tolerance work.

The CARVEsmart dovetailed jaw

provides a larger machinable workholding

zone that permits holding parts deeper

and more securely into the jaws of the

vise providing less jaw lift and more se-

cure clamping.

Front or side-loading of the soft jaws

is simple using a T-handled hex wrench

to loosen three channeled clamping

elements accessed from the top of each

master jaw.

• Email: [email protected].

• Visit: www.carvesmart.com.

TransducerThe Precision Controls Division of Marsh

Bellofram Corp. has announced its Type

3110 single-loop electro-pneumatic analog

circuit-card servo pres-

sure transducer. The Type

3110 is designed to pro-

vide economical air pres-

sure monitoring within

original equipment manu-

facturer applications.

Two unique manifold

block configurations are

available. One features

front ports to facilitate

direct panel mounting

or seamless insertion

into a DIN-rail adapter tray.

The second option, featuring bottom

ports, is typically specified for multi-unit

pressure manifold systems.

An onboard pressure transducer within

the manifold block permits ±0.5% full-scale

accuracy. Custom multi-unit manifolds are

also available. Typical applications include

damper control, gas chromatography, pro-

cess control and medical equipment.

• Call: 800-309-6150.

• Visit: www.marshbellofram.com.

Video measuring microscopeMahr Federal has introduced a video mea-

suring microscope with image processing

capability, designed for measuring and

dimensioning geometric

elements.

The MarVision MM

320 incorporates an inte-

grated camera with zoom

lens and a 23 in. touch-

screen PC with keyboard

and mouse. Automatic

edge detection allows

low-contrast features to

be measured.

Coarse and fine height adjustment

knobs are mounted on both sides for

precise focusing. Illumination is provided

by a quadrant LED ring top light with four

individually controlled segments, and table

mounted telecentric LED transmitted light

for more focused measurement of rota-

tionally symmetric parts.

The automated video edge detection and

multi-touch functions make the MarVsion

MM 320 especially suitable for a wide

range of punched and flexible parts, plastic

components and electronic circuit boards.

• Call: 800-343-2050.

• Visit: www.mahr.com.

QP • www.qualityprogress.com58

QPTOOLBOX

••

Page 61: Quality progress

July 2014 • QP 59

Laser scanner

Steinbichler Optotechnik GmbH has

released the Steinbichler T-scan CS hand-

guided laser scanner that can be mounted

on a robot. The laser offers surface

cooperativeness and scanning that can be

recorded in-line.

Metrolog X4 i-Robot is suited for ap-

plications requiring flexibility, productivity

and measurement precision. Applications

ideal for this technology are for inspection

on production lines in the automotive in-

dustry, the aeronautics and space industry

and their suppliers.

• Call: 49-8035-8704-769.

• Visit: www.steinbichler.com.

Water level loggerOnset announced the HOBO U20L series,

which are data loggers for continuous wa-

ter level and temperature measurements

in streams, lakes, saltwater estuaries and

other underwater environments.

It is available in 13, 30 and 100 ft. depth

models and can be used in a range of en-

vironmental monitoring applications, from

ecology studies to hurricane

storm surge monitoring.

To analyze and plot water

level data, Onset offers HOBO-

ware, a graphing and analysis

software package. HOBOware

provides a graphical user inter-

face and features a barometric

compensation assistant, which

enables easy pressure-to-level

conversion. The software also

features a bulk export tool for

users to export data files to

text format for use in spread-

sheets.

• Call: 800-564-4377.

• Visit: www.onsetcomp.com.

Microscopic measurementProtoRhino’s FlexRHINO Dyna-

Mat is a device that will help

engineers and researchers better under-

stand the processes leading to material

weakening and failure.

Material failure begins at the micro-

scopic level, with

events measured in

microseconds. When

a certain threshold is

reached, this accumu-

lated damage can lead

to sudden cracking and

breakage. DynaMat

helps engineers ob-

serve this process. The

microscopic damage

that occurs prior to

total failure can occur

at relatively ordinary

loads and stress condi-

tions. DynaMat captures damage occurring

in these circumstances.

DynaMat is an optical-only technol-

ogy, ideal for extreme conditions such as

high temperatures and pressures or harsh

chemical environments. DynaMat is suit-

able for a range of testing schemes, includ-

ing fatigue testing, tensile strength and

bending measurements, and creep testing.

• Email: [email protected].

• Visit: www.protorhino.com.

GOT A QUALITY PRODUCT?Send your product description and photo to [email protected].

Page 62: Quality progress

QP • www.qualityprogress.com

Why Doers Do: Managing Human Performance to Optimize the Return on Your People InvestmentDavid E. Wile, CreateSpace Independent

Publishing Platform, 2013, 478 pp., $26.95

(book).

This book is a

fictional story about

managing group

activities. It offers

opportunities for

reader involvement

in thinking about

management. It is

well-organized with

a detailed table of

contents, but it lacks an index. It is not a

tool to use to find information, but rather

a story about "doers doing." The nine

chapters explore the nine elements of the

externality-tangibility (E-T) model.

The book opens with the story about

the character Luke. Luke manages an IT

department, and he is the parent of three

teenagers. The themes of the story explore

his life, human performance problems and

situations in which he would like to help

people do better at their jobs. Part of it is

tied to his involvement with an ice hockey

team. The chapters show how Luke

becomes involved with situations in which

his employees, his teammates or his teens

are somehow struggling with lower-than-

expected performance. Luke discovers

solutions using the E-T model and eventu-

ally succeeds.

Though quality as a technical and

management process is not a primary

theme, elements of successes, continued

improvement, confirming results and com-

municating expectations are key elements.

Wile uses storytelling to inspire readers to

think about human performance and suc-

cesses with quality results implied.

This book is not recommended as a

reference resource in the field of quality.

For persons interested in personal and

professional improvements in complex,

people-based organizations, however, it

is thought-provoking. Writers in the field

of quality may be interested in the book

as a model to be used as methods and

resources specific to the broader idea of

quality as process and result fields are

explored.

Jerry Brong

Ellensburg, WA

Transforming IT Culture: How to Use Social Intelligence, Human Factors and Collaboration to Create an IT Department That OutperformsFrank Wander, John Wiley & Sons, 2013,

224 pp., $50 (book).

This book provides a

comprehensive over-

view of transform-

ing IT organizations

with an emphasis on

realizing the value of

the HR department.

Wander laments

that IT organizations

intensely focus on

processes, technology and analytics, but

not on their professionals.

In today's IT world, employees must

collaborate to create value. The author

contends that social intelligence, trust and

unselfishness are indispensable tools of

management that will enable leaders to

energize HR.

The book begins by discussing a blind

spot in today’s organizational manage-

ment—not placing a high value on

embracing workers and their potential.

Further chapters discuss pertinent and

important matters, such as the opportu-

nity cost of ignoring the human potential,

social cohesion and conceptual unity.

Transformation in organizations happens

by putting it all together.

This book uses simple and easy-to-

understand language and diagrams from

start to finish, making it useful to manag-

ers and HR professionals at all levels. It is

a must-read for those in IT organizations. It

is an invaluable guide to building a better

IT department from the inside out.

Anuradha Rangarajan

Harvard, IL

Four-Cornered Leadership: A Framework for Making DecisionsJohn Roland Schultz, Productivity Press,

2013, 277 pp., $59.95.

This book on leader-

ship is based on W.

Edwards Deming’s

teachings. While most

books directed toward

Deming’s principles

focus on the tech-

niques for supporting

and improving quality,

this one focuses on guiding leaders to

achieve organizational goals using those

same tools.

Schultz describes a set of leadership

competencies based on four elements of

the system of profound knowledge: ap-

preciation for the system; understanding

variation and data-based decisions; un-

QPREVIEWS

60

Page 63: Quality progress

derstanding individual and organizational

learning; and understanding individual and

organizational psychology. The ability to

move within these four corners is what

makes a good leader. To aid in under-

standing and polishing those abilities,

numerous topics are reviewed with re-

spect to how they fit within the processes

necessary for effective leadership using

this model.

I particularly enjoyed the discussions

on the distinction between leadership and

management and overlaying the plan-do-

check-act cycle with the learning cycle to

generate a standard four-quadrant situa-

tion matrix. For those interested in how

they fare in this model, a questionnaire for

assessing leadership capability is included.

According to the author, “Leadership is

about governance and making things hap-

pen—repeatedly.” If you follow leadership,

management and quality trends, or ever

wondered how quality could work on the

management side of the business, you will

benefit from this book.

Marc A. Feldman

Houston

Emotional Intelligence for Project Managers: The People Skills You Need to Achieve Outstanding ResultsAnthony Mersino, Amacom, 2013, 285 pp.,

$19.95 (second edition, book).

Mersino takes emotional intelligence and

exploits it in many ways, all within the

context of projects and project manage-

ment. Exploring emotional intelligence,

what it means—knowing how to use it

and improve on it—is challenging.

To describe and address the topic,

Mersino divides the book into four major

parts, 10 chapters, six appendixes and an

index. The parts describe his approach:

build a framework, provide structure, fill in

the details, and include tools and diag-

nostics that can be used by individuals

and project managers. He first provides

an introduction to emotional intelligence

and slowly changes

focus by showing that

project management

begins with self-man-

agement.

As a manager, your

project is entirely built

around stakeholder

relationships, and

that’s the subject of part three. Mersino's

experience is best showcased where he

talks about using emotional intelligence to

lead project teams.

The two most impressive parts of the

book are in the later pages. First, Mersino

describes four resonant leadership styles.

These are the ways that a leader builds

through personal and team synergies. As

with other parts of the book, he com-

pares and contrasts the leadership styles

in a handy table.

The area that benefits readers most is

Mersino’s uses of models and diagrams

to show relationships and how emotional

intelligent and self-awareness are at the

core of excellent project management.

This is a highly beneficial and easy-to-

read book that will benefit many people.

Frank Pokrop

San Diego

RECENT RELEASESEffective Implementation Of an ISO 5001 Energy Management System Marvin T. Howell, ASQ Quality Press, 2014,

192 pp., $48 member, $80 list (book).

Outcomes Performance Structure: Three Keys to Organizational Excellence Michael E. Gallery and Stephen C. Carey,

ASQ Quality Press, 2014, 112 pp., $20

member, $34 list (book).

61

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Page 64: Quality progress

QP • www.qualityprogress.com62

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Page 65: Quality progress

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Page 66: Quality progress

QP • www.qualityprogress.com64

Steer Your CareerEmployee work plans feed into organizational success

DEVELOPING QUALITY LEADERS is

critical to the success of every organiza-

tion. High-performing quality leaders do

not materialize overnight. They develop

over time with proper training and support.

An individual development plan (IDP)

focuses on developing a quality talent pool

by allowing each individual to create a

systematic strategy to improve skills and

overall performance. IDPs help cultivate

talent and enable individuals to advance

more quickly to meet the critical needs of

the organization while fulfilling their per-

sonal skills development and career goals.

An IDP is a tailored plan created by

employees in collaboration with their im-

mediate managers to establish clear goals,

deadlines and measurable action items. It

is important for managers to engage in the

process and provide resources. Manag-

ers undertake a quality control function

during performance appraisals and ensure

that employees at all levels have the

knowledge, skills and abilities (KSA) to

perform their roles.

IDPs can range from informal state-

ments shared with supervisors to struc-

tured documentation that is submitted as

part of a larger performance management

system. Organizations that employ per-

formance management tactics are more

likely to outperform competitors on finan-

cial measures and nonfinancial measures.

There are three major elements in a

structured IDP:

1. Development goals.

2. Timelines to accomplish each devel-

opment goal.

3. Activities necessary for development.

Online Figure 1 illustrates a structured

IDP. Start the process by thinking about

what you do well and what you should

improve to enhance performance. Identify

strengths, interests and opportunities for

improvement. Form a concise list of KSA

improvements related primarily to your job

requirements and career goals. Set goals

that are specific, measurable, achievable,

relevant and timely. Commit to a few spe-

cific goals. Managers should provide clari-

fying feedback to ensure that your goals

align with those of the organization and

that nothing stands in the way of success.

Employees and managers should

establish a timeline to accomplish each

goal. Goals can be added to an IDP and

appraised at any time, but it is beneficial

to set firm deadlines. Use major achieve-

ments and activity milestones as key

measures of success.

After defining IDP goals and dead-

lines, describe the activities necessary

to achieve the goals. Action items might

include job rotation, stretch assignments,

travel, training, mentoring, supplier

contact, customer interaction and perfor-

mance reviews. Individuals are motivated

by and benefit from diverse development

experiences that provide challenging op-

portunities to practice new skills.

A team development plan is a subtle

variation of the IDP that teams can use to

identify improvement opportunities in the

collective skill set needed to meet project

requirements.

Paths toward success The IDP is a quality tool that creates direc-

tion and ongoing dialogue with future qual-

ity leaders. They help identify improve-

ment needs and align them with internal

talent needs and future opportunities in

the organization. This allows managers to

gauge and support paths toward success

for the organization and its employees.

As employees fulfill strategically

planned tasks, challenging new assign-

ments and education experiences, the

person gains KSAs that lead to higher per-

formance, increased career satisfaction

and rapid advancement. As managers use

IDPs, the organization enhances its overall

performance while forming a deeper

talent pool to meet the quality leadership

needs of tomorrow. QP

BIBLIOGRAPHYCascio, W. F., “Global Performance Management Systems,”

from The Handbook of Research in International Human Resources Management, Edward Elgar Ltd., 2006, pp. 176–198.

Caplan, Janice, The Value of Talent: Promoting Talent Man-agement Across the Organization, Kogan Page, 2010.

Developing Employees: Expert Solutions to Everyday Chal-lenges, Harvard Business School Press, 2009.

Fenwick, Tara, “Professional Growth Plans: Possibilities and Limitations of an Organizationwide Employee Develop-ment Strategy,” HR Development Quarterly, 2003, Vol. 14, No. 1, pp. 59-77.

Hamori, Monika, Jie Cao and Burak Koyuncu, “Why Top Young Managers Are in a Nonstop Job Hunt,” Harvard Business Review, July-August 2012.

“IDP Individual Development Planning Guide to Getting Started,” Yale University, 2013, www.yale.edu/hronline/idp.

Jackson Jr., D.W. and N.J. Sirianni, “Building the Bottom Line by Developing the Frontline: Career Development for Service Employees,” Business Horizons, 2009, Vol. 52, No. 3, pp. 279-287.

Latham, G.P., “The Motivational Benefits of Goal Setting,” Academy of Management Executive, 2004, Vol. 18, pp. 126-129.

Lipman, Victor, “Why Employee Development Is Important, Neglected and Can Cost You Talent,” Forbes, Jan. 29, 2013, www.forbes.com/sites/victorlipman/2013/01/29/why-development-planning-is-important-neglected-and-can-cost-you-young-talent.

Mattone, John and Luis Xavier, Talent Leadership: A Proven Method for Identifying and Developing High-Potential Employees, American Management Association, 2012.

SEAN P. GOFFNETT is an assistant professor of marketing and logistics at Central Michigan University in Mount Pleasant. Goffnett received his doctor-ate in quality management from East-ern Michigan University in Ypsilanti and holds master’s degrees in HR and labor relations from Michigan State

University in East Lansing, and a master’s in engineering management from Western Michigan University in Kalama-zoo. He is a senior member of ASQ, an ASQ-certified quality process analyst and holds a Lean Six Sigma Master Black Belt from Villanova University in Pennsylvania.

ONE GOOD IDEA BY SEAN P. GOFFNETT

Page 67: Quality progress

What’s Online in the ASQ Knowledge Center?

Access this month’s featured content and more Web exclusives in the ASQ Knowledge Center at asq.org/knowledge-center/featured.html.

CASE STUDYIndia-based Life Insurer Improves Customer Retention Through Six Sigma, Quality Tools

Using Six Sigma and quality tools, a Max Life Insurance Company improvement team reclaimed deeply lapsed policyholders and generated more than $8.6 million in revenue.

BENCHMARKING Key Manufacturing Benchmarks at a Glance

A collection of documents highlights manufacturing process benchmarks for organizations in aerospace, consumer products/packaged goods, electronics, industrial products, and petroleum/chemical industries.

WEBCASTISO 9001:2008 in Police Organizations

David Amari shares how to apply the most widely used standard on quality management systems in the world to police and law enforcement organizations, from implementation to success stories.

The Global Voice of QualityTMCERTIFICATION MEMBERSHIP PUBLICATIONSTRAINING CONFERENCES

Page 68: Quality progress

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High Performance, Massively Parallel, In-Memory Processing of HUGE Data.High Performance, Massively Parallel, In-Memory Processing of HUGE Data.

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