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Integrating
Lean and Six Sigma
Applying the Best of Both for Operational
Excellence
by Bill Lareau,
Kaufman Consulting Group
More information:
kcg@implementation.com
Reprinted with permission.
Editor's note:
download a full copy of this white paper here.
Introduction
Two
of the most popular buzz-words in business today are lean
and six sigma. There is a great deal of confusion and
misunderstanding about the benefits, content, limitations, overlaps
and unique characteristics of these two approaches. This white
paper provides some guidance through the hype and zealot-infested
lean/six sigma marshes of the business jargon jungle. This white
paper teaches readers how to properly integrate and apply the best
of both methodologies.
Definitions
The
term lean manufacturing was popularized in the book, The
Machine That Changed the World, written by James Womack, et al,
and published in 1990. Machine detailed the Toyota
Production System (TPS), comparing and contrasting it to other,
then prevalent, approaches to automotive manufacturing. Thus,
lean has become a generic term for a pull (versus push) system
of manufacturing/operations and the great many tools and methods
that support it. KCG’s Master Jargon Chart of Lean (Figure 1)
displays several of these tools and methodologies.
Although the fundamental lean tools are those of the fully
developed TPS (circa 1970), they have continued to evolve over the
years. The KCG 20 KeysSM (developed with
inspiration from Iwao Kobayashi and customized for various
functional work areas) is one important addition. Other terms for
lean or pull systems are synchronous, flexible, cellular,
just-in-time, one-by-one and so on. The word kaizen is often
used in conjunction with, or as a substitute for lean. Kaizen
is a Japanese word for small, ongoing (kai) changes for the
better (zen). However, kaizen is not the same as lean, but
only a part of it.
Six sigma was born within Motorola in
1979 out of frustration with quality problems and refers to
six standard deviations (the lower case Greek letter sigma, “s”, is
used by statisticians as a symbol for the standard deviation). The
model for outstanding quality was arbitrarily set at six sigma
(6s), because such a controlled level of performance seemed almost
unattainable at the time and thereby set a worthy process
performance goal for a world-class organization. A six sigma
process would have a distance of six sigma between the mean of the
process and the closest specification limit.
What Are the Objectives of Lean and Six Sigma?
The
primary thrust of lean is to reduce waste. Taiichi Ohno’s famous
seven types of waste are shown in the second column of the KCG
Master Jargon Chart of Lean, shown in Figure 1. Lean installs a
system that focuses on the elimination of small instances of waste
(including people and material waiting, excess inventory, quality
issues) in every worker’s area every day, creating a pull system
over time. A pull system is a dramatic innovation when compared to
traditional push systems. Essentially, lean creates a manufacturing
revolution through the cumulative effects of many, many small
improvements. Do not be misled by the term small when used
in the context of lean. Often, improvements in a work cell or
entire manufacturing unit can, in the course of six months to two
years, be on the order of magnitude of over 90 percent reductions
in cycle time, defects and manufacturing labor with accompanying
reductions in floor space of 50 percent or more.
Originally, the primary emphasis of six sigma was heavy on process
measurement, analysis and improvement using Statistical Process
Control (SPC) methods, design of experiments (DOE, Shainin, etc.)
and general problem-solving tools. These tools include cause and
effect diagrams, Pareto charts, flow charts, 8-D problem solving
(an eight-step method) and so on. Six sigma attacks specific
problems with statistical thinking and techniques. The emphasis is
on eliminating a problem through rigorous process definition,
metric development and measurement, process capability studies,
root cause analysis and installation of process improvements. The
goal is to achieve (or begin to achieve) dramatic process
improvements with an eventual six sigma (or better) objective.
The
bottom line on the different objectives of lean and six sigma is
this: lean (by any name) installs a philosophy and practice of
waste reduction that attacks all of the wastes listed in Figure 1
with the intent to create a self-regulating, pull system that has
minimal inventory. Six sigma attacks problems with a range of
statistically based, problem solving tools. Six sigma has no
inherent pull-versus-push philosophy or inventory reduction
foundation built into it.
How Do Lean and Six Sigma Achieve Their Objectives?
The
basic assumption of lean is that no process is devoid of waste.
Lean operates by installing and applying into each work group
in the organization the methods and approaches shown in columns
three, four and five of Figure 1. Leads, supervisors and managers
conduct the implementation and maintenance of lean. Almost always,
these employees need coaching and assistance in overcoming
resistance to change, project management, lean principles and the
various tools in order to realize benefits in a timely manner. The
design of a lean initiative is generally directed by a
cross-functional Executive Steering Committee (ESC), which is also
coached by a lean expert.
This
lean approach, supported by critical structures such as a KCG 20
KeysSM assessment and improvement plan and Kaizen
Action Sheet improvement system in each work group, allows kaizen
to operate at the level of every employee. The objective is to
install a system that pursues small improvements continuously and
automatically in every work group as the “business as usual” work
ethic. All employees support a culture in which they clearly
understand key metrics and the lean “way” of working (workplace
organization and the like), and are able to anticipate and react to
small problems with predetermined methods.
As
each work group begins to self-manage, the other tools and
techniques in Figure 1 begin to be applied selectively. Thus, error
proofing (poka-yoke), changeover reductions (SMED: single minute
exchange of die), work leveling, and so on are employed as required
once the basic kaizen foundation is in place and when process
improvement opportunities requiring them are encountered.
Six
sigma operates on an “expert model.” The often referred to black
belts of six sigma are individuals who have been trained on the
six sigma tools. The term black belt was borrowed from
martial arts where, depending upon the tenets of the school of
study, students earn belts of various colors as they increase their
skills. The colors, in ascending order of skill from novice to
teacher, typically run from white to yellow to brown to green to
blue to red to black to 1st degree, 2nd
degree and upward black belts.
Over
the course of time, training companies and organizations have
adopted similar color schemes to identify levels of training in six
sigma that are lower than black belt. Thus, there are variously
blue, green and yellow six sigma belts in many organizations. A
yellow belt (the most common color belt, other than black)
typically receives training in basic SPC charting, data collection
and problem solving but not in more complex statistical methods,
process controls or DOE. Lower level belts are employees who “have
regular jobs.” As time allows, they give a little help to black
belts on specific projects, usually in their areas. Lower level
belts also work on problems in their work areas as their time
and/or interests permit.
Black belts are the general practitioners of six sigma. They are
trained in both the theory and practice of using statistical
thinking, tools and problem solving methods to “fix” a process or
problem. Six sigma training typically involves two weeks of
classroom training separated by a number of “in the field” weeks
during which the trainee works on an actual six sigma project. If
the teacher reviews the project as successful, the student is
awarded a black belt. Most black belts are awarded by organizations
that have developed their own internal programs, so there is a
broad range of black belt skills and experience depending upon the
rigor of the training.
Six
sigma master black belts are individuals who are trained in
both typical black belt skills and the “soft” people skills of
organizing and running complex, cross-functional problem solving
and/or improvement projects. Master black belts lead improvement
projects in a business area or unit. They work with business unit
or site champions (executive level sponsors) to select and direct
projects in a portion of the organization. In a very large
organization (with many locations), there is often a full-time six
sigma master black belt at headquarters who helps design large
projects and provides technical assistance to lower level belts as
required. In smaller organizations, an executive with either a
master or regular black belt usually provides such assistance on a
part-time basis.
Typically, a six sigma project that is designed and directed by a
master black belt consists of several individual problem solving
and process control endeavors organized as one effort (e.g., to fix
the quality problem in the paint department). The desired outcome
may be lowered inventory, an in-control (statistically speaking)
process, faster cycle times, lower costs, more machine uptime and
so on (or all of the above).
Which Approach Contributes the Most?
It’s difficult to determine
which approach, lean or six sigma, works best. These days, almost
every organization is employing a host of methods, approaches and
philosophies in a frenzied scramble to be competitive. Most
organizations are doing some of both, although many efforts
involving six sigma tools and lean methods are functioning in a
non-focused, poorly planned manner. It would be hard to find an
organization that is not using some structured problem solving
approaches here or there, along with some SPC. And even the most
backward organization has been forced by customers to begin to
implement some lean techniques.
One
of the best known six sigma efforts was conducted at General
Electric (GE). While six sigma gets most of the publicly stated
credit for GE’s success, GE was aggressively pursuing lean
techniques during the same time period. It would be impossible to
separate the contributions of each into discrete cause and effect
categories, but six sigma is afforded the glory in most
organizations. This is due in part to a variety of reasons,
including:
1. It is easy to describe what a black
belt does.
2. Black belt status and the work
performed can be associated with specific individuals.
3. Discrete projects can be trumpeted as
victorious examples of the results six sigma can produce.
Aside from the difficulty of deciding what to call it, lean (or
pull, or kaizen…) is difficult to explain. The tools and methods
displayed in Figure 1 are not easy to describe, particularly to
someone lacking basic shop floor terminology. Further, lean has no
“heroes” that can be clearly identified (since everybody helps),
and its many victories are often unglamorous and small. Yet, every
world-class organization is practicing kaizen and elements of lean
while many have not trained a single black belt.
What Do Lean and Six Sigma Have in Common?
Figure 2 presents a conceptual illustration of the
overlap of lean and six sigma tools and methods. The lean and six
sigma “toolboxes” have many common elements; however, since these
tools are applied toward the achievement of different objectives,
they operate differently.
For example, in the six sigma arena, a problem is
pursued as a discrete effort by a black or yellow belt (based on
complexity). Root causes are formally determined, metrics
developed, process capability assessed, and various solutions
tested. When the appropriate solution is found, it is installed.
In
the lean school of study, the problem is typically an identified
waste that is noticed on routine measurements that are conducted in
each work group on a periodic basis. Since all waste is a root
cause of some loss, it is attacked automatically. By employing
workplace management tools and just-in-time techniques, the waste
is reduced. Lean has the benefit of a number of standardized
techniques that can be applied within work groups. No “expert” is
needed.
How Do Lean and Six Sigma Differ?
While it is easy to see the parallels between both types of problem
solving, there is a considerable difference in how lean and six
sigma attack problems. Generally, six sigma is better suited for
pursuing broad, complex issues that are beyond the grasp of a
single work group. Conversely, it makes little sense to wheel the
extensive arsenal of six sigma into place to reduce movement waste
in a work group; the lean tools of workplace management can easily
minimize those wastes without extensive problem definition and/or
the use of statistical methods.
Figure 3 presents a comparison of the types of issues/tools and
approaches that lean and six sigma employ as a matter of course.
Project management issues and tools (how the overall lean or six
sigma effort is implemented) have been excluded, as they are
dependent upon the leadership of the organization.
Figure 3 – Lean and Six Sigma
Issues, Tools and Approaches
|
Issue, Tool, Approach
|
Lean
|
Six Sigma |
|
Engages work groups as teams |
YES |
- |
|
Defines key metrics for every work
group |
YES |
- |
|
Provides daily metrics feedback to
all groups |
YES |
|
|
Forces participation of
supervisors/leads each day |
YES |
|
|
Focuses on significant critical
issues |
YES** |
YES |
|
Employs structured problem solving
approaches |
YES |
YES |
|
Focuses on hundreds of
micro-processes each day |
YES |
- |
|
Establishes standard work (using
TPS work sheets) |
YES |
- |
|
Attacks movement, waiting and
walking waste |
YES |
- |
|
Attacks work-in-process (WIP)
inventory |
YES |
- |
|
Attacks raw and finished goods
inventory |
YES |
- |
|
Attacks work imbalances (leveling) |
YES |
- |
|
Focuses on cycle time reductions |
YES |
- |
|
Focuses on specific, individual
defects |
YES |
- |
|
Drives adjacent work groups/shifts
to communicate |
YES |
- |
|
Attacks changeover times |
YES |
- |
|
Develops error proofing
opportunities |
YES |
- |
|
Uses kaizen blitzes |
YES |
- |
|
Focuses on preventive maintenance
issues |
YES |
- |
|
Focuses on good housekeeping |
YES |
- |
|
Focuses on developing a visual
workplace |
YES |
- |
|
Focuses on workplace organization
issues (e.g., layout) |
YES |
- |
|
Focuses on improvement planning in
each work group |
YES |
- |
|
Uses “As Is” process flow
diagramming |
YES |
YES |
|
Uses “To Be” process flow design |
YES |
YES |
|
Employs Kaizen Action Sheet
methodology |
YES |
- |
|
Employs appropriate KCG 20 KeysSM |
YES |
- |
|
Requires metrics development in
each work group |
YES |
- |
|
Employs benchmarking |
YES* |
YES |
|
Standardizes and institutionalizes
changes |
YES |
YES |
|
Focuses on key safety issues |
YES |
- |
|
Pursues large scale reengineering
type innovations |
YES** |
YES |
|
Requires concrete behavior changes
in employees |
YES |
- |
|
Requires concrete supervisory
behavior changes |
YES |
- |
|
Calculates process capability |
- |
YES |
|
Uses statistical process control
charts |
- |
YES |
|
Uses design of experiments |
- |
YES |
|
Calculates
defects-per-million-opportunities (DPMO) |
- |
YES |
*
In the form of KCG 20 KeysSM
**
Over time, as a result of many small changes
Figure 3 assumes the lean and six sigma efforts
being compared are well run and mature (at least six months in
operation and aggressively true to their respective disciplines). A
few tools (such as cause and effect diagrams and Pareto charts) are
used so universally by organizations striving to become better that
they are found everywhere. They have been excluded from this
analysis, because it is difficult to assign their presence to any
specific initiative. It is also assumed that the application of
lean techniques to office areas is part of the lean initiative.
At first glance, the comparisons shown in Figure 3 appear to cast
six sigma in an unfavorable light, when in fact six sigma is an
excellent methodology that will yield tremendous benefits, if
applied properly. Yet, like any tool, six sigma has its limits. Six
sigma was not designed to create a new philosophy of work from the
bottom up with every employee in every work group, or to evolve
discrete, unleveled work groups into a smooth, pull system. These
characteristics comprise the lean agenda.
The
basic pillars of six sigma are exhaustive process measurement,
analysis, reengineering and institutionalization. The explicit
agenda of six sigma is to fix enough critical processes so that the
effectiveness of the organization dramatically improves in the
targeted processes and/or areas. The implicit agenda of six sigma
is to change enough processes so that a revolution of consciousness
about problem solving and statistical thinking occurs.
A
black belt applying six sigma is analogous to a surgeon and his/her
surgical team working within a third-world country to heal as many
people as possible, one surgery at a time. Every surgery is a work
of art and the people of the villages and towns rejoice and
celebrate the skill of the surgeon. One day a person is near death,
and a few days later the patient is up and around.
A
team applying lean, on the other hand, is analogous to a public
health specialist and/or an agronomist traveling to poor towns and
villages and showing the people how to keep their drinking water
clean, dig latrines, properly care for infants and increase their
crop yields. Everybody benefits a little, but it is hard to see a
dramatic change between one day and the next in any one person or
the entire village. However, a year later, the changes will be
marked, and three to four years later, quite dramatic.
What Are the Typical Barriers to Successful Implementation?
Which approach is best? It depends on what the specific problem is.
In fact, both lean and six sigma are needed because they do
different things. One can’t afford to let big, dangerous process
problems and quality issues go unattended until after the
installation of lean systems. Conversely, one cannot afford to wait
to implement lean techniques if the rest of the market segment is
already moving in that direction. Six sigma cannot produce the
required results in inventory reduction and cycle time on a
sufficiently broad basis fast enough.
The best approach is to launch a lean initiative
that will begin to improve all micro-processes. At the same time,
develop resources like six sigma black belts or similarly trained
reengineering specialists to attack acute, complex issues. Armies
win wars by focusing on bold victories, but the armies who have the
most, bold victories are the ones who drill and train hardest on
their micro-processes each day. Both are critical. In any
successful complex system, a great many things are occurring
simultaneously, sometimes adding up to more than the sum of their
parts, sometimes causing friction. This is as it should be, for
from this chaos will emerge the next great wave of improvement
methodologies.
Copyright © 2000
The Kaufman Consulting
Group, LLC
All rights reserved.
This Kaufman Consulting Group white paper is protected by copyright
law. Reproduction, transmission, or incorporation of this
information into another work, in whole or in part, by any means
without the prior written consent of The Kaufman Consulting Group,
LLC is prohibited.
Previous newsletter articles:
- Lean Transformation of the Widget Company -
11/02
- Effective Accounting in a Flow Environment -
10/02
- Lean Is as Lean Does - 9/02
- Culture Change Brings Sweet Dreams to Sealy -
8/02
- Advanced Planning Systems as an Enabler of
Lean Manufacturing - 7/02
- Undertaking Lean Strategies in Manufacturing -
Never Two the Same - 6/02
- Defining World Class Practices: An
Alternative to Traditional Benchmarking that Achieves Leadership
Consensus and Alignment - 5/02
- Creating Lean Leaders - A Hands On Approach -
4/02
- Supply Chain Management: Cracking the
Bullwhip Effect - 3/02
- The Roots of Lean Manufacturing - 2/02
- Lean and Flexible: A Way Forward for High
Variety, Low Volume (HVLV) Environments - 1/02
- The Theory of Delays (TOD) - Part II - 12/01
- The Theory of Delays (TOD)
Improving Performance and Profitability in Job Shops and Custom
Manufacturing Environments - 10/01
Access past issues of the Superfactory Newsletter.