Quality Magazine logo
search
cart
facebook twitter linkedin youtube
  • Sign In
  • Create Account
  • Sign Out
  • My Account
Quality Magazine logo
  • NEWS
  • PRODUCTS
    • FEATURED PRODUCTS
    • SUBMIT YOUR PRODUCT
  • CHANNELS
    • AUTOMATION
    • MANAGEMENT
    • MEASUREMENT
    • NDT
    • QUALITY 101
    • SOFTWARE
    • TEST & INSPECTION
    • VISION & SENSORS
  • MARKETS
    • AEROSPACE
    • AUTOMOTIVE
    • ENERGY
    • GREEN MANUFACTURING
    • MEDICAL
  • MEDIA
    • A WORD ON QUALITY PUZZLE
    • EBOOK
    • PODCASTS
    • VIDEOS
    • WEBINARS
  • EVENTS
    • EVENT CALENDAR
    • IMTS
  • DIRECTORIES
    • BUYERS GUIDE >
      • Supplier Insights
    • NDT SOURCEBOOK
    • VISION & SENSORS
    • TAKE A TOUR
  • INFOCENTERS
    • Digital Quality Management Systems
    • NEXT GENERATION SPC & QUALITY ANALYTICS
  • AWARDS
    • ROOKIE OF THE YEAR
    • PLANT OF THE YEAR
    • PROFESSIONAL OF THE YEAR
  • MORE
    • Expert Columns
    • NEWSLETTERS
    • QUALITY STORE
    • INDUSTRY LINKS
    • SPONSOR INSIGHTS
  • EMAG
    • eMAGAZINE
    • ARCHIVES
    • CONTACT
    • ADVERTISE
  • SIGN UP!
Management

Face of Quality

Quality Theories Help Maximize Results

The TLF and the Pareto Principle Can Be of Significant Value

July 1, 2016

The challenges facing business have always been daunting but they have increased exponentially in recent years. Being successful requires the ever more skillful balancing of seemingly opposing objectives. Applying certain key quality theories can be an important strategy to create a competitive advantage. For now let’s focus on the Taguchi Loss Function (TLF) and the Pareto principle.

Organizations that make good decisions to strike the right balance between performance excellence and cost containment will win in the marketplace. With more than 45 years in industry, in many roles, it’s been my experience that the application of the TLF and the Pareto theory can help tip the balance.

It might sound strange for some to hear this but there are still a lot of organizations which tend to essentially guess when identifying their biggest problem. In these organizations there’s little use of statistical theory because their application of limited resources tends to be ad hoc as there are few well-trained in-house quality professionals. Significant opportunity exists to gain competitive advantage if key quality theories are used as a guide to balance continual improvement with cost and profitability. 

About thirty years ago I attended a lecture by Dr. Genichi Taguchi on robust engineering that included a segment on his loss function theory. His lecture certainly added to my understanding of the linkage of quality and business. His TLF theory first presents an insightful definition of quality. To paraphrase, ‘quality is the gap between how good something is and how good it could optimally be.’ 

In essence the TLF theory states that the bigger the gap, the larger the loss to those directly and indirectly involved. This is a powerful definition from a business perspective because it forces an organization to evaluate a process or product against its ultimate optimized potential, not against its current state. It also emphasizes that as a process deviates from optimal performance, almost everyone (except your competitor) loses.

While the TLF theory emphasizes the need to improve quality and performance to achieve profitability, it also takes a realistic approach. Of course it is near impossible, with today’s capabilities, to optimize processes and products to perfection where there is zero loss. The TLF theory, however, emphasizes improving quality and performance to a point where loss is minimized; thereby, achieving optimal balance between continual improvement and the cost to drive that improvement.

As someone who knew Philip A. Crosby and is a fundamental supporter of his quality is free theory, I also believe quality professionals must realize that even though we might inherently strive for perfection, we also must realize that most optimization projects have levels of diminishing returns. The drive to perfection often will not achieve the desired payback because it’s unrealistic! In a conversation with Crosby many years ago he agreed this could very well happen.

To maintain a good balance between improvement efforts and cost containment, management must withdraw resources from improvement projects that have a lower payback, even if they are not completely optimized. 

The Pareto theory, rediscovered from Vilfredo Pareto’s studies and popularized by Dr. J.M. Juran, has proven, when used appropriately, to be a terrific aid in optimizing resources. The theory, also referred to as the Juran Pareto theory, is based on the 80-20 principle which states that 80% of the effects come from 20% of the causes. Application of the theory requires data to replace emotion, personal opinion to replace intuition or guesses. 

Running a profitable business has been called the art of managing limited resources, and everyone, including competitors, has resource constraints. The answer is to apply those resources in a manner to achieve the greatest return on investment.

Quality professionals should use their knowledge to enable managers to realize that 80% of the organization’s problems have marginal impact on the organization and may never be completely resolved. Juran referred to this as the trivial (but useful) many. The remaining 20%, which Juran called the vital few, is a different story. Enlightened organizations that aggressively attack the vital few will go a long way to eliminate or greatly reduce 80% of their inefficiencies, make significant quality improvement, gain a major advantage in the competitive market by keeping costs down, and simultaneously, realize other major improvements. Without a doubt these are the organizations who will survive the onslaught of their competitors to win in the marketplace. 

If you aren’t knowledgeable about either of these powerful quality principles, I’d advise learning about them ASAP and using them. Remember, your competitors are reading this column so if you hesitate, you lose. It is up to you, not the other person to take action.
 

KEYWORDS: Pareto principle Quality is Free

Share This Story

Looking for a reprint of this article?
From high-res PDFs to custom plaques, order your copy today!

Recommended Content

JOIN TODAY
to unlock your recommendations.

Already have an account? Sign In

  • 2024 Quality Rookie of the Year Justin Wise 1440x750px banner with "Quality Rookie of the Year" logo inset

    Meet the 2024 Quality Rookie of the Year: Justin Wise

    Justin Wise is an exceptional individual who has been...
    Aerospace
    By: Michelle Bangert
  • Man with umbrella and coat stands outside while it rains at night looking at a building.

    Nondestructive Testing: Is there an ethics problem?

    I was a whistleblower who exposed fraudulent activities...
    NDT
    By: Dale Norwood
  • Unraveling Deflategate: Football stadium with closeup of football on field

    Unraveling the Tom Brady Deflategate

    The Deflategate scandal erupted following the 2014 AFC...
    Measurement
    By: Greg Cenker and Henry Zumbrun
Manage My Account
  • eMagazine Subscriptions
  • Newsletters
  • Online Registration
  • Subscription Customer Service
  • Manage My Preferences

More Videos

Sponsored Content

Sponsored Content is a special paid section where industry companies provide high quality, objective, non-commercial content around topics of interest to the Quality audience. All Sponsored Content is supplied by the advertising company and any opinions expressed in this article are those of the author and not necessarily reflect the views of Quality or its parent company, BNP Media. Interested in participating in our Sponsored Content section? Contact your local rep!

close
  • Key Takeaways for Quality Leaders
    Sponsored byComplianceQuest

    Key Takeaways for Quality Leaders from the 2026 Gartner Magic Quadrant™ for QMS

  • This image shows a person seated next to a Bobcat T66 compact track loader.
    Sponsored byPolyWorks by InnovMetric

    Supercharging Digital Gauging at Bobcat North America

  • Dorsey Calibration Lab photo by Tom LaBarbera Picture this Studios
    Sponsored byDorsey Metrology International

    Ensuring Product Quality in a Competitive Manufacturing Landscape

Popular Stories

a titanium diaphragm speaker driver

The One Thing Elon Gets Right Is Designed to Scare You

This image shows a person seated next to a Bobcat T66 compact track loader.

Supercharging Digital Gauging at Bobcat North America

Dorsey Calibration Lab photo by Tom LaBarbera Picture this Studios

Ensuring Product Quality in a Competitive Manufacturing Landscape

2026 Quality Professional of the Year!

Events

June 9, 2026

Future-Proof your Quality Processes with Advanced 3D Optical CMM Technology

Discover how to effortlessly capture complex data, leverage true multi-sensor automation, and ensure continuous operation without creating inspection delays.

June 22, 2026

Automate 2026

Automate is North America's largest robotics and automation event — and the best place to take your ideas from insight to impact.
 
Our show floor features the world’s leading automation solutions, from AI and robotics to motion control, vision systems, and more. Plus, our educational conference is second to none, led by the brightest minds in automation today.
 
Ready to transform the way you work? Take the next step at Automate.
View All Submit An Event

Products

Lean Manufacturing and Service Fundamentals, Applications, and Case Studies

Lean Manufacturing and Service Fundamentals, Applications, and Case Studies

See More Products
Quality Podcast Channel Custom Content

Related Articles

  • Probing the Limits:Quality Theory Critical to Business Decisions

    See More

Related Products

See More Products
  • Creating a Kaizen Culture: Align the Organization, Achieve Breakthrough Results, and Sustain the Gains

  • The Handbook for Quality Management, Second Edition

See More Products
×

Stay in the know with Quality’s comprehensive coverage of
the manufacturing and metrology industries.

Newsletters | Website | eMagazine

JOIN TODAY!
  • RESOURCES
    • Advertise
    • Contact Us
    • Directories
    • Manufacturing Division
    • Store
    • Want More
  • SIGN UP TODAY
    • Create Account
    • eMagazine
    • Newsletters
    • Customer Service
    • Manage Preferences
  • SERVICES
    • Marketing Services
    • Market Research
    • Reprints
    • List Rental
    • Survey/Respondent Access
  • STAY CONNECTED
    • LinkedIn
    • Facebook
    • YouTube
    • X (Twitter)
  • PRIVACY
    • PRIVACY POLICY
    • TERMS & CONDITIONS
    • DO NOT SELL MY PERSONAL INFORMATION
    • PRIVACY REQUEST
    • ACCESSIBILITY

Copyright ©2026. All Rights Reserved BNP Media, Inc. and BNP Media II, LLC.

Design, CMS, Hosting & Web Development :: ePublishing